From b4ad00a3d319fac4bb3d49089d838dae3c0880b6 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 11:08:04 +0200 Subject: [PATCH 01/59] calibrate(ddd-weather-discount): rubric v2 from 13-trial human review Round-2 calibration of the weather-discount task (sink PRs #9-#21, 60 inline comments, human-approved reference buckets A/B/C/D): - assessment_criteria.md v2: decidable FULL/PARTIAL/NONE checks with real-trial anchors, one failure mode = one check = one dimension, base-model intent preamble ([Pure], [DddFactory], ExchangeRate is denomination not policy). Dimension names/scales unchanged. - ground_truth_decisions.json: seven reference decisions (closure in factory, no phantom discounts, canonical OfferLevelDiscount reuse, explicit exclusivity, failure != measurement, resemble existing code, restraint) - auto-injected into the judge prompt. - precheck.sh: deterministic restraint signals from git (judge has no git); advisory AC1-AC4 scores + hard-fail flag mapping to bucket-D score cap. Smoke-tested: #21 -> 10/20, #18 -> 1/20 hard-fail. - CALIBRATION_ROUND2_2026-07-07.md: reference ranking, v1 failure evidence, acceptance criteria (std/gap/Spearman/disjointness + regression assertions) and the orchestrator procedure. Co-Authored-By: Claude Fable 5 --- .../CALIBRATION_ROUND2_2026-07-07.md | 103 ++++++ .../assessment_criteria.md | 316 ++++++++++++------ .../ground_truth_decisions.json | 54 +++ .../tasks/ddd-weather-discount/precheck.sh | 81 +++++ 4 files changed, 449 insertions(+), 105 deletions(-) create mode 100644 examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md create mode 100644 examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json create mode 100755 examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md new file mode 100644 index 00000000..45745b24 --- /dev/null +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md @@ -0,0 +1,103 @@ +# Calibration round 2 — ddd-weather-discount (2026-07-07) + +Follow-up to [CALIBRATION_TRIAL_2026-06-05.md](CALIBRATION_TRIAL_2026-06-05.md) (round 1: +5 trials, loop proven, no rubric edits applied). Round 2 covers **all 13 published +trials** (sink PRs #9–#21 on `NoesisVision/nasde-calibration`), adds **60 inline +calibration comments** (2026-06-15, pullable via `nasde calibrate pull-comments`), a +**human-approved reference ranking**, and lands **rubric v2** for the task. + +Companion reports (per-trial evidence, judge-score disagreements, comment index): +branch `nasde-calibrate` on the sink repo — `calibration-review-notes.md`, +`calibration-comments-index.md`. + +## Why v1 failed (evidence) + +- **Surface anchoring.** v1's domain_modeling text leads with a `Precipitation`-as-VO + example; on PR #16 a gpt-5.5 run scored 10/25 with reasoning *only* about + "precipitation as raw `decimal`, not a semantic value object", while opus runs gave + 20–23 for the same code. The criteria text drives the spread. +- **Instability.** domain_modeling std up to 5.03 within one judge (PR #21: runs 8–18); + cross-model gap up to 8.7 pts (PR #16: gpt 13.3 vs opus 22.0). +- **Blindness to restraint.** The two trials that stripped the author's + `[DddDomainService]` from six base files and rewrote `RiskManagementInMemoryCalls` + from `NotImplementedException` to `Money.Of(decimal.MaxValue, PLN)` (silent unlimited + credit) scored architecture_compliance 16–17/20 — above clean trials. +- **Inverted ranking.** v1's leader (#13, 0.94) is a reference bucket-C trial; both + bucket-D trials (0.84, 0.80) outscore the only bucket-A trial (0.77). +- **Dead dimensions.** encapsulation/extensibility/architecture largely re-measured the + same value-object signals as domain_modeling; test_quality reached 20/20 on suites + with zero coverage of the riskiest behavior (composition with the existing chain). + +## Reference ranking (human-approved, 2026-07-07) + +Buckets: **A** exemplary · **B** good with flaws · **C** flawed modeling · +**D** disqualified (out-of-feature damage; `precheck.sh` hard-fail → cap normalized +score at 0.45). + +| PR | Trial | Agent | v1 | Bucket | One-liner (reviewer's terms) | +|----|-------|-------|----|:------:|------------------------------| +| #21 | FjYQ3XQ | codex-ntcoding | 0.77 | **A** | Only trial to add the discount to the aggregation ONLY when weather qualifies (rules filtered in the factory against the once-fetched state of the world); flaw: rewrote `AggregatedModifier(List→IEnumerable)` — the author's intent not respected. | +| #11 | 2yQqBnm | claude-vanilla | 0.80 | **B** | Closure in the factory exemplary, but the generic "spread discounts over quotes" hidden as a private nested class in the weather module instead of an `OfferLevelDiscount` in Discounts; empty modifier always aggregated. | +| #12 | 3vwBnrU | claude-ntcoding | 0.85 | **B** | Factory ✓, but weather types dumped into shared `Pricing/Discounts` instead of a separate weather module resembling `SpecialOffers`; wrapper decides inside `ApplyOn`. | +| #14 | qHCAtXV | claude-vanilla | 0.70 | **B** | Factory ✓, minimal touch ✓, faithful reuse of the `ClientLevelDiscounts` path; rules in `Pricing/Discounts` (module coupling), silent stacking. v1's lowest score despite solidity. | +| #16 | aGTFmDh | claude-vanilla | 0.72 | **B** | Factory ✓, `PercentageDiscount` reuse ✓; over-build: static policy registry for one rule, self-disabling 0%-guard modifier always in the chain. Main victim of v1 judge spread. | +| #17 | SnS5iHF | claude-ntcoding | 0.75 | **B** | Exemplary closure (parallel tuple-await) and module, but introduced `NoOfferModifier` — a NoDiscounts with no reason to exist (albeit placed in shared Pricing, not weather); `Percentage`-only contract cuts off `ValueDiscount`. | +| #9 | SuuU3yh | claude-ntcoding | 0.88 | **C** | State of the world closed once but NOT in the factory — second `.Apply()` path in `CalculatePrices`; its `WeatherDiscount` is de facto a WeatherPercentageDiscount duplicating the `ClientLevelDiscounts` path; failure encoded as `Clear()`. | +| #10 | Kc8Es5k | claude-ntcoding | 0.79 | **C** | Built a proper weather factory, then bypassed `OfferModifiers` anyway (applied via `CalculatePrices`); `Unavailable = new(0)`; scratch `decompile.csx` committed. | +| #13 | ZvSsnyg | claude-ntcoding-**tuned** | **0.94** | **C** | v1's leader: factory closure exemplary, but the discount is applied BEFORE special offers (feeds discounted quotes into `IndividualSalesConditions`' `min()`), `Unknown ≡ None` erases the failure state, and the failure-path test is vacuous. Score partly reflects the 569-line tuned skill, not the model. | +| #15 | Jyu9YsY | claude-ntcoding | 0.81 | **C** | Deepest factory bypass: `IEnumerable` injected into the `CalculatePrices` constructor (policy registry in the orchestrator); a test canonizes compounding (100→90→81) with no spec basis. | +| #19 | cE8V77t | codex-vanilla | 0.68 | **C** | Reviewer's manual round-1 case: `NoDiscount` with no reason to exist (and in the weather module, not Discounts), bespoke `PercentageWeatherDiscount`, and a clumsy discount factory whose rule engine broke domain invariants (phantom discounts in Quotes). | +| #18 | 4njch2w | codex-vanilla | 0.84 | **D** | Paradox: the only canonical `OfferWideDiscount` in `Pricing/Discounts` (best type reuse of all 13) — and `[DddDomainService]` stripped from six base files, `RiskManagementInMemoryCalls` rewritten to unlimited credit, `Program.cs` reworked. | +| #20 | URtZnzf | codex-ntcoding | 0.80 | **D** | Twin of #18 (same six files, same fabrication) plus raw Open-Meteo wire strings (`"temperature_2m"`) as deep-model vocabulary. | + +## What round 2 lands + +1. **`tasks/ddd-weather-discount/assessment_criteria.md` v2** — decidable checks + (FULL/PARTIAL/NONE with evidence) instead of descriptive scales; every failure mode + scored in exactly one check of one dimension; anchors taken from the 13 real trials; + a "base-model intent" preamble (`[Pure]`, `[DddFactory]`, `ExchangeRate:PriceModifier + ≠ policy`, explicit `Or`/`min()` interaction idioms). Dimension names and max scores + are **unchanged** (challenge-wide `assessment_dimensions.json` untouched — other + tasks unaffected, fingerprints comparable). +2. **`tasks/ddd-weather-discount/ground_truth_decisions.json`** — the seven reference + decisions (closure-in-factory, no-phantoms, canonical type, explicit exclusivity, + failure≠measurement, resemble-existing-code, restraint); injected automatically into + the judge prompt by the evaluator. +3. **`tasks/ddd-weather-discount/precheck.sh`** — deterministic restraint signals from + git (the judge has Read/Glob/Grep only). Advisory `suggested_scores` for AC1–AC4 and + a `hard_fail` flag (annotation stripping ≥2 files, or behavior fabrication) mapping + to bucket D's 0.45 score cap. Smoke-tested against the sink: #21 → 10/20 no + hard-fail; #18 → 1/20 hard-fail; #17 → 11/20. + +## Acceptance criteria for the re-run (loop stop conditions) + +Re-evaluate all 13 trials with v2 (2 judge models × 3 runs, as in v1). Accept v2 when +ALL hold; otherwise diagnose failing cases from judge reasoning, patch the specific +check's wording, and re-run. + +1. **Repeatability:** per-dimension std within a judge model ≤ 2.0 pts (v1 worst: 5.03). +2. **Judge-model agreement:** per-dimension mean gap between models ≤ 3.0 pts + (v1 worst: 8.7). +3. **Human agreement:** Spearman rank correlation (bucket ranks, ties within buckets) + between the v2 total ordering and the reference ranking ≥ 0.8, AND strict bucket + separation: every A total > every B > every C > every D. +4. **Dimension disjointness:** pairwise Pearson |r| between dimension scores across the + 13 trials ≤ 0.6 (v1: domain_modeling/encapsulation/architecture strongly coupled). +5. **Regression assertions (known v1 misfires):** + - #21 domain_modeling ≥ 18/25 and std ≤ 2 (was mean 12.67, std 5.03); + - #16 domain_modeling cross-model gap ≤ 3 (was 8.7); + - #13 no longer ranked #1 overall; #13 domain_modeling ≤ 18 (was 25.0); + - #18 and #20 architecture_compliance ≤ 8/20 (was 16.3/17.3) and normalized total + capped ≤ 0.45 via precheck hard-fail; + - no trial reaches test_quality ≥ 18/20 without a composition test through + `OfferModifiers.ChooseFor` (in v1, two such suites scored 20/20). + +## Procedure (calibration orchestrator) + +1. `nasde eval` the existing job dirs with rubric v2 (no agent re-runs needed). +2. Run `precheck.sh` per trial against the sink; apply the hard-fail cap. +3. Compute acceptance criteria 1–5; report a pass/fail table. +4. On failure: pull the offending judge reasoning (`assessment_eval_*.json`), map to the + specific DM/EN/AC/EX/TQ check, propose a wording diff (per the + `nasde-benchmark-calibration` skill — **wait for approval before writing**), re-run. +5. On pass: republish with `nasde calibrate publish` for a confirmation human pass. diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index 9adf6b3c..97e6ba59 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -1,105 +1,211 @@ -# Assessment Criteria: Weather-Based Discount - -Evaluate the AI-generated code across five dimensions. - -## 1. Domain Modeling (0–25) - -Evaluate how well weather-related concepts are modeled using DDD building blocks. Focus on whether the implementation **isolates domain logic** and uses **rich domain language** — does `Precipitation` exist as its own concept, or does the domain just pass around a `decimal`? - -| Score | Criteria | -|-------|----------| -| 0 | No domain types for weather data — raw HTTP responses or primitive types used in domain logic | -| 5 | Some domain types exist but weather data modeled as DTOs or anemic data holders, not proper value objects | -| 10 | Weather data has domain types but they leak infrastructure concerns (JSON annotations, HTTP status codes) | -| 15 | Clean domain types for weather data (e.g. precipitation as value object), but discount logic not modeled as a domain service or policy | -| 20 | Good domain modeling: weather data as value objects, discount logic as domain service/policy, but error handling uses infrastructure exceptions instead of domain-appropriate patterns | -| 25 | Excellent: weather conditions modeled as proper value objects, discount logic encapsulated in domain service/policy, failures handled through domain patterns (Result types, domain exceptions, or safe defaults), domain layer has zero infrastructure dependencies | - -**Key checks:** -- Does a port/interface exist in the domain layer for weather data? -- Does the port use domain types (not `HttpResponseMessage`, `JsonElement`, etc.)? -- Is discount calculation logic in a domain service or policy (not in the adapter)? -- Are weather conditions modeled as value objects with proper semantics? -- **The menu test (Nick Tunes' tactical-ddd, principle #3)**: would a sales/pricing domain expert recognize the names in the domain layer (e.g. `WeatherConditions`, `Precipitation`, `RainyDayDiscount.ApplyOn(price, conditions)`) as their world? Or do you see generic developer jargon (`Manager`, `Handler`, `Service`, `Data`)? -- **Implicit-to-explicit test (principle #6)**: is `Precipitation` named as its own concept (value object with semantics like `IsPresent` / `HasRainOrSnow`), or is it smuggled through method signatures as `decimal precipitation` / `double mm`? -- **Value object liberality (principle #8)**: are weather concepts (`Precipitation`, `Temperature`, `WindSpeed`, eventually `WeatherConditions`) modeled as immutable value objects, or does the domain pass around a JSON blob / DTO of primitives? - -## 2. Encapsulation (0–20) - -Evaluate whether business rules are contained within domain objects. - -| Score | Criteria | -|-------|----------| -| 0 | Weather discount logic scattered across adapter and controller layers | -| 5 | Some logic in domain objects but precipitation thresholds hardcoded in infrastructure | -| 10 | Discount calculation in domain but weather data interpretation still external | -| 15 | Domain service/policy owns all business rules; adapter only translates HTTP to domain types | -| 20 | Perfect encapsulation: domain objects own all rules, weather interpretation, and discount logic. Infrastructure only handles transport. Domain objects cannot be misused by callers | - -**Key checks:** -- Is the "precipitation > X means discount" rule inside the domain layer? -- Can callers bypass domain rules by constructing objects directly? -- Are failure modes (API down) handled with domain-appropriate defaults? -- **Anemic-model test (principle #4)**: does each weather-discount type own a single decision method that *both checks and acts* (e.g. `PrecipitationDiscount.ApplyOn(Money, WeatherConditions) → Money`), or is it split into `IsApplicable(WeatherConditions): bool` + `DiscountPercentage` exposed to the caller? Splitting the decision from the action is "ask, don't tell" — and it leaks the rule into the orchestrator. - -## 3. Architecture Compliance (0–20) - -Evaluate separation of concerns, layer isolation, and adherence to project conventions. - -| Score | Criteria | -|-------|----------| -| 0 | HttpClient used directly in domain logic, no separation | -| 5 | Some separation attempted but domain still references `System.Net.Http` or concrete HTTP types | -| 10 | Interface/port exists for weather data, but domain logic still depends on HTTP concepts | -| 15 | Clean port interface in domain, adapter in infrastructure, proper DI registration, but minor issues (e.g. no timeout, port in wrong namespace) | -| 20 | Excellent: domain port in domain layer returning domain value types, infrastructure adapter in separate project/namespace, timeout configured, all failure modes handled gracefully, proper DI registration, domain has zero reference to infrastructure | - -**Key checks:** -- Is the HTTP adapter in an infrastructure/adapter layer? -- Does the domain project have any reference to `System.Net.Http`? -- Is the adapter registered in DI container? -- Is HttpClient timeout configured? -- Does API failure result in "no discount" (not an exception propagating up)? -- **Isolate-domain test (principle #1, Nick's own check)**: "could a domain expert read this code? Can it be unit tested without mocks or spinning up databases?" — if reading the domain layer forces you to think about HTTP, JSON, or status codes, the isolation has failed. -- **Generic-vs-domain test (principle #5)**: retry logic, HTTP caching, JSON deserialization — would that code exist in a *completely different* business domain? If yes, it must live in infra, not domain. - -## 4. Extensibility (0–15) - -Evaluate how easy it is to add future weather-based discounts (temperature, wind, UV, etc.). - -| Score | Criteria | -|-------|----------| -| 0 | Hardcoded precipitation logic, no extensibility consideration | -| 3 | Single weather discount class with if/else for different conditions | -| 6 | Some abstraction exists but adding a new weather discount requires changes in multiple places | -| 9 | Strategy/Policy pattern used — new weather discounts can be added as new classes, but weather provider interface only supports precipitation | -| 12 | Good design: Strategy pattern, weather provider can return multiple parameters, but minor issues | -| 15 | Excellent: Strategy/Policy pattern, weather provider returns flexible data, new weather discounts are just new classes implementing a common interface, Open-Closed Principle fully respected | - -**Key checks:** -- Is there an abstraction for weather-based discount rules? -- Can a new weather discount be added by only creating a new class? -- Does the weather provider support fetching multiple parameters? -- Would adding UV index discount require changing existing classes? -- **Repository-shape test (principle #9, Nick's own check)**: does `IWeatherProvider` (or whatever the port is called) return a *full domain object* describing weather conditions, or does it return a thin DTO / a single primitive (`decimal precipitation`)? A leaky port that returns primitives forces every caller to re-derive the same domain concepts. -- **Generic-vs-domain extensibility test**: adding `TemperatureDiscount` should be writing a *new domain object* with its own invariants — not editing a shared "WeatherDiscountCalculator" class with `if (kind == Rain) ... else if (kind == Cold) ...`. - -## 5. Test Quality (0–20) - -Evaluate test coverage and proper isolation from external services. - -| Score | Criteria | -|-------|----------| -| 0 | No tests, or tests that call the real API | -| 4 | Basic tests exist but call real HTTP endpoints | -| 8 | Mock/stub for HTTP client exists, but only tests happy path | -| 12 | Good mock isolation, tests happy path and API failure, but missing edge cases | -| 16 | Comprehensive: mocked HTTP client, tests for precipitation > 0 (discount), precipitation = 0 (no discount), API failure (no discount), but minor gaps | -| 20 | Excellent: HTTP client properly mocked, unit tests for domain logic, integration tests for adapter, tests cover: happy path, no precipitation, API failure, malformed response, follows project test conventions | - -**Key checks:** -- Is HttpClient mocked? -- Tests for: precipitation present (discount applies), no precipitation (no discount)? -- Tests for: API failure returns no discount? -- Are unit tests separated from integration tests? -- Is there a test for domain logic independent of infrastructure? +# Assessment Criteria: Weather-Based Discount (v2, calibrated 2026-07) + +Evaluate the AI-generated code across five dimensions. This rubric is a **checklist of +decidable questions**, not a quality scale. For every check: find concrete evidence +(file + line), assign a verdict — **FULL** (full points), **PARTIAL** (half, rounded +down), **NONE** (zero) — and quote the evidence in your reasoning. Sum the check points +to get the dimension score. + +Hard rules: + +- Each failure mode is scored in **exactly one** check of **exactly one** dimension. + Never deduct twice for the same evidence in two dimensions. +- Do not reward or punish anything this rubric does not ask about. In particular, do + NOT score based on whether a `Precipitation` value object exists — value-object + liberality is not a check in this rubric. +- Verify against the code, not against the agent's comments or naming. + +## Base-model intent (read this before scoring) + +The start state (`itlibrium/DDD-starter-dotnet @ 7950712`) encodes the author's design +intent. Facts you must know to score correctly: + +- `Sources/Sales/Sales.DeepModel/Pricing/OfferModifier.cs`: `OfferModifier.ApplyOn(Offer)` + is marked `[Pure]`. `AggregatedModifier(List)` aggregates modifiers. +- `Sources/Sales/Sales.DeepModel/Pricing/CalculatePrices.cs` (domain service) awaits ALL + async I/O upfront in parallel (price lists, `OfferModifiers.ChooseFor(offerRequest)`, + exchange rates), then applies pure modifiers to the immutable `Offer`/`Quote` tree. + It contains **no conditional logic** — it is a straight pipeline. +- `Sources/Sales/Sales.DeepModel/Pricing/OfferModifiers.cs` is a `[DddFactory]` — the + codebase's **single decision point for pricing policy**: all repository/world-state + access for policy choice happens there; it returns a composed pure modifier chain + `ThreeForTwo.Or(EverySecondBoxForHalfPrice.Or(fallback))`. +- `ExchangeRate` is a `struct : PriceModifier` — **denomination, not policy**. That FX + is fetched in `CalculatePrices` is NOT a precedent for fetching weather there: a + weather discount is an `OfferModifier` (policy) and belongs to the factory. +- Discount interaction is always **explicit** in this model: `SpecialOffer.Or(...)` is + an exclusive fallback; `IndividualSalesConditions` takes per-quote `min()` of client + vs product discounts. Nothing stacks silently. +- The canonical shape of an offer-wide percentage discount already exists: + `ClientLevelDiscounts`' base-discount path applies a `PercentageDiscount` to every + quote (unless a product-specific discount overrides it). Value objects `Discount` + (percentage|value union), `PercentageDiscount`, `ValueDiscount`, `ProductDiscount` + live in `Sources/Sales/Sales.DeepModel/Pricing/Discounts/`. +- The modifier-application path is hot: `QuoteModifier.ApplyOn` runs once per quote per + modifier (and `IndividualSalesConditions` evaluates two sub-modifiers per quote). + Anything impure there multiplies. + +## 1. Domain Modeling (0–25) — `domain_modeling` + +**DM1 (0–7) — Policy is assembled in the factory.** The weather discount is composed +inside `OfferModifiers.ChooseFor` (directly, or via a weather factory called from it), +NOT bolted onto `CalculatePrices` as an extra awaited dependency and a second +`.Apply(...)` step. +- FULL: `CalculatePrices` unchanged; weather policy enters the offer exclusively through + the `OfferModifiers` chain. +- PARTIAL: weather resolved via a proper `[DddFactory]` but applied through a second + path in `CalculatePrices`. +- NONE: weather provider (or a rule collection) injected into `CalculatePrices` itself. +- Anti-pattern anchor: injecting `IEnumerable` into the + `CalculatePrices` constructor — a policy registry inside the orchestrator. + +**DM2 (0–7) — Canonical discount type reuse.** The weather discount is an offer-level +percentage discount. Canonical modeling: a **generic** `OfferLevelDiscount` (any name; +generality is what counts) in `Pricing/Discounts` that spreads a `PercentageDiscount` +over the quotes of all products exactly the way `ClientLevelDiscounts`' base-discount +path does — or direct reuse of `ClientLevelDiscounts` with an empty product list. +- FULL: generic offer-level discount type in the shared Discounts module, reusing the + `Discount`/`PercentageDiscount` value objects. +- PARTIAL: reuses `PercentageDiscount`/`Discount` values, but the generic "apply to all + quotes" behavior is weather-specific or hidden (private nested class, weather-named + base class) instead of living as a reusable type in `Pricing/Discounts`. +- NONE: a bespoke `WeatherPercentageDiscount`-style type whose only feature is applying + a percentage to quotes — duplication, not consistent with the model. + +**DM3 (0–6) — No phantom modifiers, no null-objects.** The factory adds the weather +modifier to the aggregation ONLY when the weather qualifies. A `NoDiscount` / +`NoOfferModifier` null-object class **has no reason to exist** — it comes from +over-engineering. Quotes must never pass through dead modifiers: `Quotes` may later be +used to explain which discounts were applied. +- FULL: conditional composition in the factory (e.g., rules filtered against the + once-fetched conditions before aggregation); no null-object class anywhere. +- PARTIAL: no null-object class, but a self-disabling modifier is always present in the + chain (condition checked inside `ApplyOn`, or an always-included empty aggregate). +- NONE: a named null-object class is introduced and unconditionally aggregated. + +**DM4 (0–5) — Explicit interaction with existing discounts.** The model must NOT +silently assume the weather discount stacks on top of the whole offer. The decision +(stack / exclusive / min) must be visible somewhere: modeled as a composition idiom +(like `.Or` / `min()`), tested, or at minimum stated in code or an assumptions note. +Application order matters: applying weather BEFORE special offers feeds discounted +quotes into `IndividualSalesConditions`' `min()` comparisons — score NONE for that. +- FULL: interaction decision explicit and consistent with the model's idioms. +- PARTIAL: stacking assumed but at least stated (comment/test names the assumption). +- NONE: silent stacking, or weather applied before the existing chain. + +## 2. Encapsulation (0–20) — `encapsulation` + +**EN1 (0–10) — World-state closure and purity (hard invariant).** Weather is fetched +exactly **once per price calculation**, awaited before modifier application, and the +returned modifier closes over the resolved **value** — no provider reference escapes +past the factory boundary. `ApplyOn` stays `[Pure]`: no I/O, no async, no +sync-over-async anywhere in the application path. Needing memoization/caching to avoid +repeated calls is itself evidence the state was closed in the wrong place. +- FULL: single upfront fetch (ideally parallel with other I/O, matching the house + tuple-await style), value-closed modifier, pure application. +- PARTIAL: single fetch per calculation but awaited sequentially where the house style + is parallel, or the closure captures more than the resolved values. +- NONE: any fetch reachable from `ApplyOn` (lazy, per-quote, `.Result`/`.Wait()`). + +**EN2 (0–5) — Failure is not a measurement.** API failure must be distinguishable from +a measured zero. Encoding failure as `Clear()`, `Unknown => new(0)`, or +`Unavailable ≡ With(0)` makes the domain assert weather it never observed — and breaks +the announced future rules (a temperature rule `< 0°C` would fire exactly when the API +is down). +- FULL: explicit unknown/unavailable state (or the factory simply omits the modifier on + failure, so no fake reading enters the model); ordering never breaks on API failure. +- PARTIAL: failure degrades gracefully to "no discount" but is representable only as a + fake zero reading. +- NONE: failure state is value-equal to a real measurement and flows into rules. + +**EN3 (0–5) — The domain speaks domain language.** No wire vocabulary inside the deep +model: Open-Meteo query-parameter strings (`"precipitation"`, `"temperature_2m"`) as +value-object contents, HTTP/JSON types, or status codes in `Sales.DeepModel` score +NONE. Resilience (try/catch of transport errors) belongs at the adapter boundary — a +bare `catch` inside a deep-model factory is a PARTIAL-level leak. + +## 3. Architecture Compliance (0–20) — `architecture_compliance` + +This dimension scores **restraint**: respect for the author's pre-existing code. The +allowed touchpoints for this feature are: `Sources/Sales/Sales.DeepModel/Pricing/OfferModifiers.cs` +(new dependency + composition), `Sources/Monolith.Startup/DI/Modules/Sales.cs` +(registration), and `.csproj` files (package references). Everything else pre-existing +should be byte-identical. Since you have no `git`, verify by Reading the specific files +listed below. + +**AC1 (0–8) — Pre-existing files untouched beyond the touchpoints.** Check that the +following files still exist in their original form and carry no weather-related or +unrelated edits: `Pricing/CalculatePrices.cs` (three-way tuple await, no weather +dependency), `Pricing/OfferModifier.cs` (`AggregatedModifier(List)`, +no extra classes unless justified), `Sales.Adapters/Integrations/RiskManagementInMemoryCalls.cs` +(still throws `NotImplementedException`), `Monolith.Startup/Program.cs`. +- FULL: only touchpoints modified (additive package refs OK). +- PARTIAL: 1–2 avoidable modifications (e.g., `CalculatePrices` gained a weather + dependency; an extra class added to a shared pre-existing file). +- NONE: 3+ pre-existing files modified, or any behavior fabrication (e.g., + `NotImplementedException` replaced by `Money.Of(decimal.MaxValue, ...)` — silently + granting unlimited credit in an unrelated integration). + +**AC2 (0–5) — Author's annotations preserved.** Read these pre-existing files and +confirm they still carry their DDD markup: `Pricing/Discounts/ClientLevelDiscounts.cs`, +`Pricing/Discounts/ProductLevelDiscounts.cs`, `Pricing/IndividualSalesConditions.cs`, +`Pricing/SpecialOffers/SpecialOffer.cs`, `ThreeForTwo.cs`, `EverySecondBoxForHalfPrice.cs` +— each must still have `[DddDomainService]`. Stripping the author's annotations (e.g., +to appease convention-based DI scanning) is an unjustified rewrite of deliberate model +markup: NONE if 2+ files stripped, PARTIAL if 1. + +**AC3 (0–4) — No signature rewrites of pre-existing types.** E.g., +`AggregatedModifier(List)` changed to `IEnumerable`: the +author may have used `List` for a reason; catching author intent is a trait of good +domain modeling. Any changed public/internal signature of a pre-existing type: PARTIAL +for one cosmetic change, NONE for more or for semantic changes. + +**AC4 (0–3) — No agent artifacts committed.** `CLAUDE.md`, `AGENTS.md`, `.claude/` +skill files, scratch scripts (`*.csx`), etc. FULL: none; PARTIAL: one; NONE: multiple. + +## 4. Extensibility (0–15) — `extensibility` + +**EX1 (0–8) — Modularization mirrors the surrounding design.** A separate weather +module that **exposes offer modifiers analogously to `SpecialOffers`**, wired through +the factory — the "resemble the existing code" rule. The hexagonal split mirrors the +Forex precedent: port interface in the deep model (`[ExternalSystemIntegration]`), +adapter in `Sales.Adapters/Integrations/Weather/`, typed HttpClient in the DI module. +- FULL: dedicated weather module exposing modifiers + clean port/adapter mirror. +- PARTIAL: port/adapter correct but weather types dumped into shared + `Pricing/Discounts` (coupling it to weather), or the module hides its modifiers. +- NONE: no module boundary, or domain references HTTP types directly. + +**EX2 (0–4) — Adding the announced future discounts is a one-class change.** The +extension contract must accept the `Discount` union (percentage AND value), not +hardcode `Percentage`; the provider/conditions type must be able to carry new +measurements without breaking existing rules. Latent runtime traps for future rules +(e.g., an adapter switch that throws `ArgumentOutOfRangeException` for unmapped +parameters) cap this at PARTIAL. + +**EX3 (0–3) — Proportionate machinery.** The seam should be as small as the problem: +a rule/policy interface is justified by the announced future discounts; registries for +n=1, static rule tables, fetch-plan/parameter-negotiation machinery, or options +patterns are speculative generality. FULL: proportionate; PARTIAL: mild over-build; +NONE: a rule engine that strains or violates the existing design. + +## 5. Test Quality (0–20) — `test_quality` + +**TQ1 (0–7) — Composition is tested through `OfferModifiers.ChooseFor`.** At least one +test exercises the factory end-to-end and verifies how the weather discount interacts +with the existing chain (a non-identity base modifier: special offer active or client/ +product discounts present). A test suite that only exercises the weather module in +isolation scores NONE here — the riskiest behavior is the interaction. + +**TQ2 (0–4) — The single-fetch guarantee is asserted.** A test proves the weather +provider is called at most once per price calculation (e.g., counting stub). + +**TQ3 (0–4) — Failure and boundary are tested honestly.** API-failure path asserted in +a way that can actually fail (beware vacuous assertions: if `Unknown` is value-equal to +a zero reading, `result.Should().Be(Unknown)` passes even when parsing succeeded), and +`precipitation == 0` is covered as a case distinct from "data unavailable". + +**TQ4 (0–3) — Adapter isolation.** HttpClient mocked/stubbed (no real API calls), URL +pinned, malformed payload and non-success status covered. + +**TQ5 (0–2) — House conventions.** Tests follow the repo's BDD style +(`Bdd.Scenario`), unit vs integration split matches the existing projects. diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json new file mode 100644 index 00000000..1c3f7d70 --- /dev/null +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json @@ -0,0 +1,54 @@ +{ + "source": "Human calibration review of 13 trials (sink PRs #9-#21, NoesisVision/nasde-calibration, 2026-06), reviewer: repo owner. These are the reference design decisions for this task; the rubric checks (DM/EN/AC/EX/TQ) operationalize them.", + "decisions": [ + { + "id": "world-state-closure", + "decision": "The state of the world (weather) is resolved exactly once per price calculation, inside the OfferModifiers [DddFactory], and captured as a value in the returned modifier. ApplyOn stays [Pure].", + "rationale": "The base code encodes this intent three times: [Pure] on OfferModifier.ApplyOn, all-async-upfront parallel awaits in CalculatePrices, and [DddFactory] on OfferModifiers. If the state is not closed before application, the external service can be called multiple times while scanning the offer tree; needing memoization is evidence of closing in the wrong place.", + "canonical_example": "Weather awaited in ChooseFor in parallel with the discount-repository calls (house tuple-await style), captured by value.", + "anti_pattern": "Weather provider (or a rule collection) injected into CalculatePrices; a second .Apply(weatherModifier) pipeline step beside the factory chain. Note: ExchangeRate is a PriceModifier (denomination), not an OfferModifier (policy) - FX in CalculatePrices is not a precedent." + }, + { + "id": "no-phantom-discounts", + "decision": "The weather modifier is added to the aggregation ONLY when the weather qualifies. No NoDiscount/NoOfferModifier null-object class - such a discount simply has no reason to exist.", + "rationale": "Null-objects here come from over-engineering. Quotes may later be used to explain which discounts were applied (discount-id tracking is a plausible future requirement); dead modifiers in the chain poison that.", + "canonical_example": "Rules filtered in the factory against the once-fetched conditions; nothing appended when no rule fires.", + "anti_pattern": "A NoDiscount class (worst: placed in the weather module instead of shared Discounts); a self-disabling modifier whose ApplyOn checks the condition; an always-appended empty aggregate." + }, + { + "id": "canonical-discount-type", + "decision": "The weather discount is by nature an offer-level percentage discount: either a NEW generic OfferLevelDiscount type in Pricing/Discounts that spreads a PercentageDiscount over all quotes exactly like ClientLevelDiscounts' base-discount path, or simply ClientLevelDiscounts with an empty product list.", + "rationale": "Creating a WeatherPercentageDiscount whose only feature is applying a percentageDiscount to quotes is incorrect modeling - it invites duplication and is not consistent with the model.", + "canonical_example": "A generic OfferWideDiscount(Discount) in Pricing/Discounts reusing the Discount union.", + "anti_pattern": "Bespoke weather-named percentage type; the generic apply-to-all-quotes behavior hidden as a private nested class in the weather module." + }, + { + "id": "explicit-exclusivity", + "decision": "The interaction between the weather discount and existing discounts must be an explicit, visible decision - never a silent assumption that the 10% stacks on top of the whole offer.", + "rationale": "Existing discounts interact explicitly: SpecialOffer.Or is an exclusive fallback, IndividualSalesConditions takes per-quote min(). An agent that cannot ask should choose conservatively and record the assumption. Applying weather BEFORE special offers is the worst variant: discounted quotes flow into the min() comparisons.", + "canonical_example": "Interaction expressed with the model's idioms (Or / min / documented stacking) and covered by a composition test through OfferModifiers.ChooseFor.", + "anti_pattern": "Silent multiplicative stacking; a test that canonizes compounding of weather rules (e.g. 100 -> 90 -> 81) with no spec basis; weather applied before the existing chain." + }, + { + "id": "failure-is-not-a-measurement", + "decision": "API failure must be distinguishable from a measured zero and must degrade to 'no discount' without breaking ordering.", + "rationale": "Unknown/Unavailable encoded as new(0) or Clear() makes the domain assert weather it never observed, and breaks the announced future rules: a temperature<0 rule would fire exactly when the API is down.", + "canonical_example": "Explicit unavailable state, or the factory omits the weather modifier on failure.", + "anti_pattern": "WeatherConditions.Unknown == WeatherConditions.Of(0) under value equality; adapter returning Clear() from a catch block." + }, + { + "id": "resemble-existing-code", + "decision": "A separate weather module exposes offer modifiers analogously to SpecialOffers; port in the deep model mirrors the Forex/ExchangeRateProvider precedent, adapter in Sales.Adapters/Integrations/Weather.", + "rationale": "The rule is to resolve similar problems the way the surrounding code already resolves them. Weather types dumped into shared Pricing/Discounts couple that module to weather; Pricing/Discounts is for high-abstraction types reacting to offer configuration.", + "canonical_example": "Pricing/Weather (or Weather/) module exposing modifiers, wired into the factory chain.", + "anti_pattern": "Weather rules and modifiers placed inside Pricing/Discounts; wire vocabulary (temperature_2m) inside deep-model value objects." + }, + { + "id": "restraint", + "decision": "Pre-existing files are modified only at the touchpoints (OfferModifiers.cs, DI module, csproj). The author's annotations ([DddDomainService] etc.) and signatures (AggregatedModifier(List)) are preserved; no behavior fabrication outside the feature; no agent artifacts committed.", + "rationale": "The author may have used List (and every annotation) for a reason - catching author intent is a trait of good domain modeling. Rewriting RiskManagementInMemoryCalls from NotImplementedException to Money.Of(decimal.MaxValue) silently grants unlimited credit in an unrelated bounded context.", + "canonical_example": "Additive-only wiring in the two touchpoint files.", + "anti_pattern": "[DddDomainService] stripped from six base files to appease DI scanning; List->IEnumerable signature rewrite; CLAUDE.md/AGENTS.md/decompile.csx committed." + } + ] +} diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh new file mode 100755 index 00000000..4935d3e6 --- /dev/null +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh @@ -0,0 +1,81 @@ +#!/bin/bash +# Mechanical restraint pre-check for ddd-weather-discount calibration (rubric v2, AC1-AC4). +# +# The LLM judge has no git; these checks are deterministic and belong to tooling. +# Run against a calibration sink clone (branches published by `nasde calibrate publish`) +# or any repo containing the base and trial refs: +# +# ./precheck.sh [git-dir] +# e.g. ./precheck.sh origin/base/itlibrium-DDD-starter-dotnet-7950712 \ +# origin/calib/itlibrium-DDD-starter-dotnet-7950712/ddd-weather-discount__FjYQ3XQ \ +# ~/src/nasde-calibration +# +# Output: one JSON object on stdout (signals + suggested AC scores). Exit 0 always. +set -u +BASE="${1:?base ref required}" +TRIAL="${2:?trial ref required}" +GITDIR="${3:-.}" +g() { git -C "$GITDIR" "$@"; } + +RANGE="$BASE...$TRIAL" +EXCL=':(exclude).calibration' + +# --- collect --------------------------------------------------------------- +# Pre-existing files modified (M) or deleted (D) - the restraint surface. +modified=$(g diff --diff-filter=MD --name-only "$RANGE" -- . "$EXCL" | sort) + +# Touchpoint whitelist (AC1). +whitelist='^(Sources/Sales/Sales\.DeepModel/Pricing/OfferModifiers\.cs|Sources/Monolith\.Startup/DI/Modules/Sales\.cs|.*\.csproj)$' +offlist=$(printf '%s\n' "$modified" | grep -Ev "$whitelist" | grep -v '^$' || true) +offlist_count=$(printf '%s' "$offlist" | grep -c . || true) + +# AC2: author's DDD annotations removed from pre-existing files. +ann_removed=$(g diff "$RANGE" -- . "$EXCL" | grep -cE '^-\s*\[(Ddd|ExternalSystemIntegration)' || true) + +# AC3a: signature lines of pre-existing types changed (heuristic: removed decl lines +# in modified pre-existing files). AC3b: behavior fabrication. +sig_changed=$(g diff "$RANGE" -- $(printf '%s\n' "$modified" | tr '\n' ' ') 2>/dev/null \ + | grep -cE '^-\s*(public|internal)\s+(sealed\s+|abstract\s+|readonly\s+)*(class|interface|record|struct|delegate)\b' || true) +fabrication=$(g diff "$RANGE" -- . "$EXCL" | grep -cE '^-\s*.*NotImplementedException' || true) + +# AC4: agent artifacts added. +artifacts=$(g diff --diff-filter=A --name-only "$RANGE" -- . "$EXCL" \ + | grep -E '(^|/)(CLAUDE\.md|AGENTS\.md|\.claude/|\.codex/)|\.csx$' || true) +artifacts_count=$(printf '%s' "$artifacts" | grep -c . || true) + +# --- score (rubric v2: AC1 0-8, AC2 0-5, AC3 0-4, AC4 0-3) ------------------ +if [ "$fabrication" -gt 0 ] || [ "$offlist_count" -ge 3 ]; then ac1=0 +elif [ "$offlist_count" -ge 1 ]; then ac1=4 +else ac1=8; fi + +if [ "$ann_removed" -ge 2 ]; then ac2=0 +elif [ "$ann_removed" -eq 1 ]; then ac2=2 +else ac2=5; fi + +if [ "$sig_changed" -ge 2 ]; then ac3=0 +elif [ "$sig_changed" -eq 1 ]; then ac3=2 +else ac3=4; fi + +if [ "$artifacts_count" -ge 2 ]; then ac4=0 +elif [ "$artifacts_count" -eq 1 ]; then ac4=1 +else ac4=3; fi + +jlist() { printf '%s' "$1" | grep . | sed 's/"/\\"/g; s/^/"/; s/$/"/' | paste -sd, - ; } + +cat < Date: Tue, 7 Jul 2026 11:25:08 +0200 Subject: [PATCH 02/59] feat(evaluator): per-task dimensions + deterministic precheck hook The weather-discount calibration round exposed two structural limits and this change removes them (loop-first: the toolkit adapts to calibration practice, not the other way around): - Per-task dimensions: assessment_dimensions.json next to a task's assessment_criteria.md now overrides the benchmark-wide file for that task only (resolve_dimensions_path; used by the evaluator and by calibrate publish). Different file -> different fingerprint, so old and new evaluations are never mixed in one summary group. - Deterministic precheck: an optional task-level precheck.sh runs on the host before judging (the judge has Read/Glob/Grep, no git). Its JSON is injected into the judge prompt as ground facts, recorded in assessment_eval_*.json, and its optional normalized_score_cap is enforced (with the cap application recorded for explainability). - calibrate publish now bundles ground_truth_decisions.json for the reviewer. Applied to ddd-weather-discount: three disjoint task-level dimensions (model_fit 50 / restraint 25 / test_quality 25), criteria v2 regrouped into M1-M7/R1-R6/T1-T5 decidable checks, dual-mode precheck.sh (evaluator workspace / calibration-sink refs) smoke-tested against the sink trials, round-2 doc updated with the new acceptance criteria. Skill nasde-benchmark-calibration and ARCHITECTURE.md document the new mechanisms. Co-Authored-By: Claude Fable 5 --- .../nasde-benchmark-calibration/SKILL.md | 11 ++ ARCHITECTURE.md | 17 ++ .../CALIBRATION_ROUND2_2026-07-07.md | 94 +++++++---- .../assessment_criteria.md | 153 +++++++++--------- .../assessment_dimensions.json | 22 +++ .../tasks/ddd-weather-discount/precheck.sh | 118 ++++++++------ src/nasde_toolkit/calibration_publisher.py | 5 +- src/nasde_toolkit/evaluator.py | 110 ++++++++++++- tests/test_calibration_publisher.py | 11 ++ tests/test_evaluator.py | 105 ++++++++++++ 10 files changed, 483 insertions(+), 163 deletions(-) create mode 100644 examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json diff --git a/.claude/skills/nasde-benchmark-calibration/SKILL.md b/.claude/skills/nasde-benchmark-calibration/SKILL.md index 1c63be0a..717ad0f9 100644 --- a/.claude/skills/nasde-benchmark-calibration/SKILL.md +++ b/.claude/skills/nasde-benchmark-calibration/SKILL.md @@ -107,6 +107,17 @@ The rubric to edit lives at `evals//tasks//assessment_criteria.md` dimension's scale/description, not one task's thresholds). The `` and `` come from the trial's `result.json` (`source`, `task_name`). +Calibration can also restructure a single task's dimensions: an `assessment_dimensions.json` +placed next to the task's `assessment_criteria.md` overrides the benchmark-wide file for that task +only (different fingerprint — old and new evaluations are never mixed in one summary group). And when +a divergence is about facts the judge cannot verify with Read/Glob/Grep (git-level restraint: files +modified outside allowed touchpoints, removed annotations, signature rewrites, committed artifacts), +prefer moving that check into the task's `precheck.sh` — the evaluator runs it, injects its JSON into +the judge prompt as ground facts, and enforces its optional `normalized_score_cap`. See +`examples/ddd-architectural-challenges/tasks/ddd-weather-discount/` for the reference calibrated task +and `CALIBRATION_ROUND2_2026-07-07.md` for the loop's acceptance criteria (repeatability, +judge-model agreement, human-ranking correlation, dimension disjointness, regression assertions). + Show the user a concrete **diff of the rubric** — the specific threshold/description change that would have moved the judge toward the human's score — and **wait for approval before writing**. Never edit the rubric silently. diff --git a/ARCHITECTURE.md b/ARCHITECTURE.md index 2e62d7ba..dd276587 100644 --- a/ARCHITECTURE.md +++ b/ARCHITECTURE.md @@ -184,6 +184,23 @@ flowchart TB --- +### Per-task rubric inputs + +Three optional files next to a task's `assessment_criteria.md` refine its evaluation: + +- `assessment_dimensions.json` — overrides the benchmark-wide dimensions file **for that task only** + (`resolve_dimensions_path`). A different dimensions file yields a different fingerprint, so + evaluations under old and new dimensions are never mixed in one summary group. +- `ground_truth_decisions.json` — reference decisions injected verbatim into the judge prompt. +- `precheck.sh` — a deterministic pre-check the evaluator runs on the host before judging + (`bash precheck.sh `; in the workspace, HEAD is the start state and the agent's + work is uncommitted). Its stdout must be one JSON object; it is injected into the judge prompt as + "Deterministic pre-check signals" (facts the judge — armed only with Read/Glob/Grep — must stay + consistent with), recorded in `assessment_eval_*.json` under `precheck`, and its optional + `normalized_score_cap` (0..1) is enforced on the trial's normalized score (cap application is + recorded, so a capped score is always explainable). Any precheck failure degrades to "no precheck" + with a warning. All three are also bundled into `.calibration/` by `nasde calibrate publish`. + ## Evaluator configuration The evaluator agent is configurable via `[evaluation]` in `nasde.toml`. All options are optional — defaults provide a working evaluator out of the box. diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md index 45745b24..1041d4e8 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md @@ -52,22 +52,47 @@ score at 0.45). ## What round 2 lands -1. **`tasks/ddd-weather-discount/assessment_criteria.md` v2** — decidable checks - (FULL/PARTIAL/NONE with evidence) instead of descriptive scales; every failure mode - scored in exactly one check of one dimension; anchors taken from the 13 real trials; - a "base-model intent" preamble (`[Pure]`, `[DddFactory]`, `ExchangeRate:PriceModifier - ≠ policy`, explicit `Or`/`min()` interaction idioms). Dimension names and max scores - are **unchanged** (challenge-wide `assessment_dimensions.json` untouched — other - tasks unaffected, fingerprints comparable). -2. **`tasks/ddd-weather-discount/ground_truth_decisions.json`** — the seven reference - decisions (closure-in-factory, no-phantoms, canonical type, explicit exclusivity, - failure≠measurement, resemble-existing-code, restraint); injected automatically into - the judge prompt by the evaluator. -3. **`tasks/ddd-weather-discount/precheck.sh`** — deterministic restraint signals from - git (the judge has Read/Glob/Grep only). Advisory `suggested_scores` for AC1–AC4 and - a `hard_fail` flag (annotation stripping ≥2 files, or behavior fabrication) mapping - to bucket D's 0.45 score cap. Smoke-tested against the sink: #21 → 10/20 no - hard-fail; #18 → 1/20 hard-fail; #17 → 11/20. +Round 2 has priority over prior toolkit conventions: where the loop needed toolkit +support, the toolkit was extended (per the project owner's direction), not worked +around. + +**Toolkit changes (src/nasde_toolkit):** + +- **Per-task dimensions.** `assessment_dimensions.json` placed next to a task's + `assessment_criteria.md` now overrides the challenge-level file + (`evaluator.resolve_dimensions_path`, used by both the evaluator and + `calibrate publish`). Other tasks keep the shared 5-dimension file; a different + dimensions file yields a different fingerprint, so v1/v2 evaluations are never mixed + in one summary group. +- **Deterministic precheck hook.** If a task ships `precheck.sh`, the evaluator runs it + against the trial workspace (`$1` = workspace path; HEAD = start state, agent work + uncommitted), validates its JSON, injects it into the judge prompt as + "Deterministic pre-check signals" (facts the judge must stay consistent with — the + judge has Read/Glob/Grep, no git), records it in `assessment_eval_*.json`, and + enforces an optional `normalized_score_cap`. Any precheck failure degrades to + "no precheck" with a warning. +- **Reviewer bundle.** `calibrate publish` now also ships + `ground_truth_decisions.json` under `.calibration/`. + +**Task changes (tasks/ddd-weather-discount):** + +1. **Task-level `assessment_dimensions.json`** — three disjoint dimensions: + `model_fit` (0–50), `restraint` (0–25), `test_quality` (0–25). +2. **`assessment_criteria.md` v2** — decidable checks (FULL/PARTIAL/NONE with + evidence): model_fit M1–M7 (closure & purity, factory policy, canonical type reuse, + no phantoms, explicit exclusivity, failure≠measurement, proportionate seam), + restraint R1–R6 (touchpoints & no fabrication, annotations, signatures, artifacts, + modularization mirror, domain language), test_quality T1–T5 (composition through + `ChooseFor`, single-fetch guarantee, honest failure/boundary, adapter isolation, + conventions). Anchors taken from the 13 real trials; "base-model intent" preamble + (`[Pure]`, `[DddFactory]`, `ExchangeRate:PriceModifier ≠ policy`, explicit + `Or`/`min()` idioms). +3. **`ground_truth_decisions.json`** — the seven reference decisions, auto-injected + into the judge prompt. +4. **`precheck.sh`** — dual-mode (evaluator workspace / sink refs) restraint signals + with advisory R1–R4 scores and `normalized_score_cap: 0.45` on hard fail + (annotation stripping ≥2 files, or behavior fabrication). Smoke-tested against the + sink: #21 → R-signals without cap; #18 → all R floored, cap 0.45. ## Acceptance criteria for the re-run (loop stop conditions) @@ -75,29 +100,32 @@ Re-evaluate all 13 trials with v2 (2 judge models × 3 runs, as in v1). Accept v ALL hold; otherwise diagnose failing cases from judge reasoning, patch the specific check's wording, and re-run. -1. **Repeatability:** per-dimension std within a judge model ≤ 2.0 pts (v1 worst: 5.03). -2. **Judge-model agreement:** per-dimension mean gap between models ≤ 3.0 pts - (v1 worst: 8.7). +1. **Repeatability:** per-dimension std within a judge model ≤ 8% of the dimension max + (model_fit ≤ 4.0, restraint/test_quality ≤ 2.0). v1 worst: 20% (5.03/25). +2. **Judge-model agreement:** per-dimension mean gap between models ≤ 12% of the + dimension max (model_fit ≤ 6.0, restraint/test_quality ≤ 3.0). v1 worst: 35%. 3. **Human agreement:** Spearman rank correlation (bucket ranks, ties within buckets) between the v2 total ordering and the reference ranking ≥ 0.8, AND strict bucket separation: every A total > every B > every C > every D. 4. **Dimension disjointness:** pairwise Pearson |r| between dimension scores across the 13 trials ≤ 0.6 (v1: domain_modeling/encapsulation/architecture strongly coupled). 5. **Regression assertions (known v1 misfires):** - - #21 domain_modeling ≥ 18/25 and std ≤ 2 (was mean 12.67, std 5.03); - - #16 domain_modeling cross-model gap ≤ 3 (was 8.7); - - #13 no longer ranked #1 overall; #13 domain_modeling ≤ 18 (was 25.0); - - #18 and #20 architecture_compliance ≤ 8/20 (was 16.3/17.3) and normalized total - capped ≤ 0.45 via precheck hard-fail; - - no trial reaches test_quality ≥ 18/20 without a composition test through - `OfferModifiers.ChooseFor` (in v1, two such suites scored 20/20). + - #21 model_fit ≥ 38/50 and std ≤ 4 (v1 domain_modeling: mean 12.67/25, std 5.03); + - #16 model_fit cross-model gap ≤ 6/50 (v1: 8.7/25); + - #13 no longer ranked #1 overall; #13 model_fit ≤ 36/50 (v1 domain_modeling 25/25); + - #18 and #20: precheck cap holds (normalized ≤ 0.45) and restraint ≤ 8/25 + (v1 architecture_compliance 16.3/17.3 of 20); + - no trial reaches test_quality ≥ 18/25 without a composition test through + `OfferModifiers.ChooseFor` (in v1, two suites with zero composition coverage + scored 20/20). ## Procedure (calibration orchestrator) -1. `nasde eval` the existing job dirs with rubric v2 (no agent re-runs needed). -2. Run `precheck.sh` per trial against the sink; apply the hard-fail cap. -3. Compute acceptance criteria 1–5; report a pass/fail table. -4. On failure: pull the offending judge reasoning (`assessment_eval_*.json`), map to the - specific DM/EN/AC/EX/TQ check, propose a wording diff (per the - `nasde-benchmark-calibration` skill — **wait for approval before writing**), re-run. -5. On pass: republish with `nasde calibrate publish` for a confirmation human pass. +1. `nasde eval` the existing job dirs — the evaluator picks up the task-level + dimensions, ground truth and precheck automatically (no agent re-runs needed). +2. Compute acceptance criteria 1–5 from the fresh `assessment_eval_*.json` / + `assessment_summary.json`; report a pass/fail table. +3. On failure: pull the offending judge reasoning, map it to the specific M/R/T check, + propose a wording diff (per the `nasde-benchmark-calibration` skill — **wait for + approval before writing**), re-run. +4. On pass: republish with `nasde calibrate publish` for a confirmation human pass. diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index 97e6ba59..9bd5c5a5 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -1,18 +1,22 @@ # Assessment Criteria: Weather-Based Discount (v2, calibrated 2026-07) -Evaluate the AI-generated code across five dimensions. This rubric is a **checklist of -decidable questions**, not a quality scale. For every check: find concrete evidence -(file + line), assign a verdict — **FULL** (full points), **PARTIAL** (half, rounded -down), **NONE** (zero) — and quote the evidence in your reasoning. Sum the check points -to get the dimension score. +This task uses its own dimension set (task-level `assessment_dimensions.json`): +**model_fit (0–50)**, **restraint (0–25)**, **test_quality (0–25)**. The rubric is a +**checklist of decidable questions**, not a quality scale. For every check: find +concrete evidence (file + line), assign a verdict — **FULL** (full points), **PARTIAL** +(half, rounded down), **NONE** (zero) — quote the evidence in your reasoning, and sum +the check points to get the dimension score. Hard rules: - Each failure mode is scored in **exactly one** check of **exactly one** dimension. - Never deduct twice for the same evidence in two dimensions. + Never deduct twice for the same evidence. - Do not reward or punish anything this rubric does not ask about. In particular, do NOT score based on whether a `Precipitation` value object exists — value-object liberality is not a check in this rubric. +- When a "Deterministic pre-check signals" section is present in your prompt, its + facts override your own impression for the overlapping checks (R1–R4): stay + consistent with the signals and use Read only to collect the evidence quotes. - Verify against the code, not against the agent's comments or naming. ## Base-model intent (read this before scoring) @@ -45,21 +49,32 @@ intent. Facts you must know to score correctly: modifier (and `IndividualSalesConditions` evaluates two sub-modifiers per quote). Anything impure there multiplies. -## 1. Domain Modeling (0–25) — `domain_modeling` +## 1. Model & Composition Fit (0–50) — `model_fit` -**DM1 (0–7) — Policy is assembled in the factory.** The weather discount is composed +**M1 (0–10) — World-state closure and purity (hard invariant).** Weather is fetched +exactly **once per price calculation**, awaited before modifier application, and the +returned modifier closes over the resolved **value** — no provider reference escapes +past the factory boundary. `ApplyOn` stays `[Pure]`: no I/O, no async, no +sync-over-async anywhere in the application path. Needing memoization/caching to avoid +repeated calls is itself evidence the state was closed in the wrong place. +- FULL: single upfront fetch (ideally parallel with other I/O, matching the house + tuple-await style), value-closed modifier, pure application. +- PARTIAL: single fetch per calculation but awaited sequentially where the house style + is parallel, or the closure captures a provider it no longer needs. +- NONE: any fetch reachable from `ApplyOn` (lazy, per-quote, `.Result`/`.Wait()`). + +**M2 (0–9) — Policy is assembled in the factory.** The weather discount is composed inside `OfferModifiers.ChooseFor` (directly, or via a weather factory called from it), NOT bolted onto `CalculatePrices` as an extra awaited dependency and a second `.Apply(...)` step. -- FULL: `CalculatePrices` unchanged; weather policy enters the offer exclusively through - the `OfferModifiers` chain. +- FULL: `CalculatePrices` unchanged; weather policy enters the offer exclusively + through the `OfferModifiers` chain. - PARTIAL: weather resolved via a proper `[DddFactory]` but applied through a second path in `CalculatePrices`. -- NONE: weather provider (or a rule collection) injected into `CalculatePrices` itself. -- Anti-pattern anchor: injecting `IEnumerable` into the - `CalculatePrices` constructor — a policy registry inside the orchestrator. +- NONE: weather provider (or a rule collection) injected into `CalculatePrices` itself + — a policy registry inside the orchestrator. -**DM2 (0–7) — Canonical discount type reuse.** The weather discount is an offer-level +**M3 (0–9) — Canonical discount type reuse.** The weather discount is an offer-level percentage discount. Canonical modeling: a **generic** `OfferLevelDiscount` (any name; generality is what counts) in `Pricing/Discounts` that spreads a `PercentageDiscount` over the quotes of all products exactly the way `ClientLevelDiscounts`' base-discount @@ -72,7 +87,7 @@ path does — or direct reuse of `ClientLevelDiscounts` with an empty product li - NONE: a bespoke `WeatherPercentageDiscount`-style type whose only feature is applying a percentage to quotes — duplication, not consistent with the model. -**DM3 (0–6) — No phantom modifiers, no null-objects.** The factory adds the weather +**M4 (0–7) — No phantom modifiers, no null-objects.** The factory adds the weather modifier to the aggregation ONLY when the weather qualifies. A `NoDiscount` / `NoOfferModifier` null-object class **has no reason to exist** — it comes from over-engineering. Quotes must never pass through dead modifiers: `Quotes` may later be @@ -83,7 +98,7 @@ used to explain which discounts were applied. chain (condition checked inside `ApplyOn`, or an always-included empty aggregate). - NONE: a named null-object class is introduced and unconditionally aggregated. -**DM4 (0–5) — Explicit interaction with existing discounts.** The model must NOT +**M5 (0–7) — Explicit interaction with existing discounts.** The model must NOT silently assume the weather discount stacks on top of the whole offer. The decision (stack / exclusive / min) must be visible somewhere: modeled as a composition idiom (like `.Or` / `min()`), tested, or at minimum stated in code or an assumptions note. @@ -93,21 +108,7 @@ quotes into `IndividualSalesConditions`' `min()` comparisons — score NONE for - PARTIAL: stacking assumed but at least stated (comment/test names the assumption). - NONE: silent stacking, or weather applied before the existing chain. -## 2. Encapsulation (0–20) — `encapsulation` - -**EN1 (0–10) — World-state closure and purity (hard invariant).** Weather is fetched -exactly **once per price calculation**, awaited before modifier application, and the -returned modifier closes over the resolved **value** — no provider reference escapes -past the factory boundary. `ApplyOn` stays `[Pure]`: no I/O, no async, no -sync-over-async anywhere in the application path. Needing memoization/caching to avoid -repeated calls is itself evidence the state was closed in the wrong place. -- FULL: single upfront fetch (ideally parallel with other I/O, matching the house - tuple-await style), value-closed modifier, pure application. -- PARTIAL: single fetch per calculation but awaited sequentially where the house style - is parallel, or the closure captures more than the resolved values. -- NONE: any fetch reachable from `ApplyOn` (lazy, per-quote, `.Result`/`.Wait()`). - -**EN2 (0–5) — Failure is not a measurement.** API failure must be distinguishable from +**M6 (0–4) — Failure is not a measurement.** API failure must be distinguishable from a measured zero. Encoding failure as `Clear()`, `Unknown => new(0)`, or `Unavailable ≡ With(0)` makes the domain assert weather it never observed — and breaks the announced future rules (a temperature rule `< 0°C` would fire exactly when the API @@ -118,54 +119,53 @@ is down). fake zero reading. - NONE: failure state is value-equal to a real measurement and flows into rules. -**EN3 (0–5) — The domain speaks domain language.** No wire vocabulary inside the deep -model: Open-Meteo query-parameter strings (`"precipitation"`, `"temperature_2m"`) as -value-object contents, HTTP/JSON types, or status codes in `Sales.DeepModel` score -NONE. Resilience (try/catch of transport errors) belongs at the adapter boundary — a -bare `catch` inside a deep-model factory is a PARTIAL-level leak. +**M7 (0–4) — Proportionate, future-ready seam.** Adding the announced future discounts +(temperature, wind, cloud, humidity, UV) is a one-class change; the extension contract +accepts the `Discount` union (percentage AND value), not a hardcoded `Percentage`. The +seam is as small as the problem: registries for n=1, static rule tables, +fetch-plan/parameter-negotiation machinery, or options patterns are speculative +generality; latent runtime traps for future rules (e.g., an adapter switch throwing +`ArgumentOutOfRangeException` for unmapped parameters) cap this at PARTIAL. -## 3. Architecture Compliance (0–20) — `architecture_compliance` +## 2. Boundaries & Restraint (0–25) — `restraint` -This dimension scores **restraint**: respect for the author's pre-existing code. The -allowed touchpoints for this feature are: `Sources/Sales/Sales.DeepModel/Pricing/OfferModifiers.cs` +This dimension scores respect for the author's pre-existing code. The allowed +touchpoints for this feature are: `Sources/Sales/Sales.DeepModel/Pricing/OfferModifiers.cs` (new dependency + composition), `Sources/Monolith.Startup/DI/Modules/Sales.cs` (registration), and `.csproj` files (package references). Everything else pre-existing -should be byte-identical. Since you have no `git`, verify by Reading the specific files -listed below. - -**AC1 (0–8) — Pre-existing files untouched beyond the touchpoints.** Check that the -following files still exist in their original form and carry no weather-related or -unrelated edits: `Pricing/CalculatePrices.cs` (three-way tuple await, no weather -dependency), `Pricing/OfferModifier.cs` (`AggregatedModifier(List)`, -no extra classes unless justified), `Sales.Adapters/Integrations/RiskManagementInMemoryCalls.cs` -(still throws `NotImplementedException`), `Monolith.Startup/Program.cs`. +should be byte-identical. Checks R1–R4 are also computed mechanically — when the +pre-check section is present, stay consistent with it. + +**R1 (0–8) — Pre-existing files untouched beyond the touchpoints; no fabrication.** +Verify by Reading: `Pricing/CalculatePrices.cs` (three-way tuple await, no weather +dependency), `Pricing/OfferModifier.cs` (no extra classes unless justified), +`Sales.Adapters/Integrations/RiskManagementInMemoryCalls.cs` (still throws +`NotImplementedException`), `Monolith.Startup/Program.cs`. - FULL: only touchpoints modified (additive package refs OK). - PARTIAL: 1–2 avoidable modifications (e.g., `CalculatePrices` gained a weather dependency; an extra class added to a shared pre-existing file). -- NONE: 3+ pre-existing files modified, or any behavior fabrication (e.g., +- NONE: 3+ pre-existing files modified, or ANY behavior fabrication (e.g., `NotImplementedException` replaced by `Money.Of(decimal.MaxValue, ...)` — silently granting unlimited credit in an unrelated integration). -**AC2 (0–5) — Author's annotations preserved.** Read these pre-existing files and -confirm they still carry their DDD markup: `Pricing/Discounts/ClientLevelDiscounts.cs`, +**R2 (0–5) — Author's annotations preserved.** Read these pre-existing files and +confirm they still carry `[DddDomainService]`: `Pricing/Discounts/ClientLevelDiscounts.cs`, `Pricing/Discounts/ProductLevelDiscounts.cs`, `Pricing/IndividualSalesConditions.cs`, -`Pricing/SpecialOffers/SpecialOffer.cs`, `ThreeForTwo.cs`, `EverySecondBoxForHalfPrice.cs` -— each must still have `[DddDomainService]`. Stripping the author's annotations (e.g., -to appease convention-based DI scanning) is an unjustified rewrite of deliberate model -markup: NONE if 2+ files stripped, PARTIAL if 1. +`Pricing/SpecialOffers/SpecialOffer.cs`, `ThreeForTwo.cs`, `EverySecondBoxForHalfPrice.cs`. +Stripping the author's annotations (e.g., to appease convention-based DI scanning) is +an unjustified rewrite of deliberate model markup: NONE if 2+ files stripped, PARTIAL +if 1. -**AC3 (0–4) — No signature rewrites of pre-existing types.** E.g., +**R3 (0–4) — No signature rewrites of pre-existing types.** E.g., `AggregatedModifier(List)` changed to `IEnumerable`: the author may have used `List` for a reason; catching author intent is a trait of good -domain modeling. Any changed public/internal signature of a pre-existing type: PARTIAL -for one cosmetic change, NONE for more or for semantic changes. +domain modeling. PARTIAL for one cosmetic change, NONE for more or for semantic +changes. -**AC4 (0–3) — No agent artifacts committed.** `CLAUDE.md`, `AGENTS.md`, `.claude/` +**R4 (0–2) — No agent artifacts committed.** `CLAUDE.md`, `AGENTS.md`, `.claude/` skill files, scratch scripts (`*.csx`), etc. FULL: none; PARTIAL: one; NONE: multiple. -## 4. Extensibility (0–15) — `extensibility` - -**EX1 (0–8) — Modularization mirrors the surrounding design.** A separate weather +**R5 (0–4) — Modularization mirrors the surrounding design.** A separate weather module that **exposes offer modifiers analogously to `SpecialOffers`**, wired through the factory — the "resemble the existing code" rule. The hexagonal split mirrors the Forex precedent: port interface in the deep model (`[ExternalSystemIntegration]`), @@ -175,37 +175,30 @@ adapter in `Sales.Adapters/Integrations/Weather/`, typed HttpClient in the DI mo `Pricing/Discounts` (coupling it to weather), or the module hides its modifiers. - NONE: no module boundary, or domain references HTTP types directly. -**EX2 (0–4) — Adding the announced future discounts is a one-class change.** The -extension contract must accept the `Discount` union (percentage AND value), not -hardcode `Percentage`; the provider/conditions type must be able to carry new -measurements without breaking existing rules. Latent runtime traps for future rules -(e.g., an adapter switch that throws `ArgumentOutOfRangeException` for unmapped -parameters) cap this at PARTIAL. - -**EX3 (0–3) — Proportionate machinery.** The seam should be as small as the problem: -a rule/policy interface is justified by the announced future discounts; registries for -n=1, static rule tables, fetch-plan/parameter-negotiation machinery, or options -patterns are speculative generality. FULL: proportionate; PARTIAL: mild over-build; -NONE: a rule engine that strains or violates the existing design. +**R6 (0–2) — The domain speaks domain language.** No wire vocabulary inside the deep +model: Open-Meteo query-parameter strings (`"precipitation"`, `"temperature_2m"`) as +value-object contents, HTTP/JSON types, or status codes in `Sales.DeepModel` score +NONE. Resilience (try/catch of transport errors) belongs at the adapter boundary — a +bare `catch` inside a deep-model factory is a PARTIAL-level leak. -## 5. Test Quality (0–20) — `test_quality` +## 3. Test Quality (0–25) — `test_quality` -**TQ1 (0–7) — Composition is tested through `OfferModifiers.ChooseFor`.** At least one +**T1 (0–9) — Composition is tested through `OfferModifiers.ChooseFor`.** At least one test exercises the factory end-to-end and verifies how the weather discount interacts with the existing chain (a non-identity base modifier: special offer active or client/ product discounts present). A test suite that only exercises the weather module in isolation scores NONE here — the riskiest behavior is the interaction. -**TQ2 (0–4) — The single-fetch guarantee is asserted.** A test proves the weather +**T2 (0–5) — The single-fetch guarantee is asserted.** A test proves the weather provider is called at most once per price calculation (e.g., counting stub). -**TQ3 (0–4) — Failure and boundary are tested honestly.** API-failure path asserted in +**T3 (0–5) — Failure and boundary are tested honestly.** API-failure path asserted in a way that can actually fail (beware vacuous assertions: if `Unknown` is value-equal to a zero reading, `result.Should().Be(Unknown)` passes even when parsing succeeded), and `precipitation == 0` is covered as a case distinct from "data unavailable". -**TQ4 (0–3) — Adapter isolation.** HttpClient mocked/stubbed (no real API calls), URL +**T4 (0–4) — Adapter isolation.** HttpClient mocked/stubbed (no real API calls), URL pinned, malformed payload and non-success status covered. -**TQ5 (0–2) — House conventions.** Tests follow the repo's BDD style +**T5 (0–2) — House conventions.** Tests follow the repo's BDD style (`Bdd.Scenario`), unit vs integration split matches the existing projects. diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json new file mode 100644 index 00000000..33188af3 --- /dev/null +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json @@ -0,0 +1,22 @@ +{ + "dimensions": [ + { + "name": "model_fit", + "title": "Model & Composition Fit", + "max_score": 50, + "description": "The new concept lands in the right place in the existing model and composes with it explicitly: world-state closed once in the factory and captured as a value ([Pure] application path), canonical discount types reused instead of duplicated, no phantom/null-object modifiers, interaction with existing discounts decided visibly, failure distinct from measurement, and a seam proportionate to the announced future requirements." + }, + { + "name": "restraint", + "title": "Boundaries & Restraint", + "max_score": 25, + "description": "Respect for the pre-existing codebase and its author's intent: only the designated touchpoints modified, the author's annotations and type signatures preserved, no behavior fabrication outside the feature, no agent artifacts committed, modularization resembling the surrounding design, and domain language free of wire vocabulary." + }, + { + "name": "test_quality", + "title": "Test Quality", + "max_score": 25, + "description": "Tests cover the riskiest behavior, not just the new island: composition with the existing modifier chain, the single-fetch guarantee, honest (non-vacuous) failure-path and boundary assertions, adapter isolation from the real API, and the repo's testing conventions." + } + ] +} diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh index 4935d3e6..7972fe73 100755 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh @@ -1,71 +1,98 @@ #!/bin/bash -# Mechanical restraint pre-check for ddd-weather-discount calibration (rubric v2, AC1-AC4). +# Deterministic restraint pre-check for ddd-weather-discount (rubric v2, checks R1-R4). # -# The LLM judge has no git; these checks are deterministic and belong to tooling. -# Run against a calibration sink clone (branches published by `nasde calibrate publish`) -# or any repo containing the base and trial refs: +# The LLM judge has Read/Glob/Grep only - git-level facts are computed here and +# injected into the judge prompt by the evaluator (see evaluator._run_precheck). # -# ./precheck.sh [git-dir] -# e.g. ./precheck.sh origin/base/itlibrium-DDD-starter-dotnet-7950712 \ -# origin/calib/itlibrium-DDD-starter-dotnet-7950712/ddd-weather-discount__FjYQ3XQ \ -# ~/src/nasde-calibration +# Modes: +# precheck.sh +# Evaluator contract: trial workspace with a git repo where HEAD is the +# start state and the agent's work is uncommitted (git archive HEAD is the +# base snapshot; the agent diff ships as changes.patch). +# precheck.sh [git-dir] +# Calibration-sink mode: two published branches (nasde calibrate publish). # -# Output: one JSON object on stdout (signals + suggested AC scores). Exit 0 always. +# Output: one JSON object on stdout. Exit 0 on success (evaluator treats a +# non-zero exit or non-JSON stdout as "no precheck"). set -u -BASE="${1:?base ref required}" -TRIAL="${2:?trial ref required}" -GITDIR="${3:-.}" -g() { git -C "$GITDIR" "$@"; } -RANGE="$BASE...$TRIAL" +if [ "$#" -ge 2 ]; then + MODE="refs" + BASE="$1"; TRIAL="$2"; GITDIR="${3:-.}" + DIFF=(git -C "$GITDIR" diff "$BASE...$TRIAL") + DIFF_NAMES=(git -C "$GITDIR" diff --name-only "$BASE...$TRIAL") + ADDED=(git -C "$GITDIR" diff --diff-filter=A --name-only "$BASE...$TRIAL") + MODIFIED=(git -C "$GITDIR" diff --diff-filter=MD --name-only "$BASE...$TRIAL") +else + MODE="workspace" + GITDIR="${1:?workspace dir required}" + if ! git -C "$GITDIR" rev-parse HEAD >/dev/null 2>&1; then + printf '{"skipped": "no git repository in workspace", "mode": "workspace"}\n' + exit 0 + fi + DIFF=(git -C "$GITDIR" diff HEAD) + DIFF_NAMES=(git -C "$GITDIR" diff --name-only HEAD) + ADDED=(git -C "$GITDIR" ls-files --others --exclude-standard) + MODIFIED=(git -C "$GITDIR" diff --diff-filter=MD --name-only HEAD) +fi + EXCL=':(exclude).calibration' -# --- collect --------------------------------------------------------------- -# Pre-existing files modified (M) or deleted (D) - the restraint surface. -modified=$(g diff --diff-filter=MD --name-only "$RANGE" -- . "$EXCL" | sort) +# --- signals ---------------------------------------------------------------- +modified=$("${MODIFIED[@]}" -- . "$EXCL" 2>/dev/null | sort) -# Touchpoint whitelist (AC1). +# R1: pre-existing files modified outside the allowed touchpoints. whitelist='^(Sources/Sales/Sales\.DeepModel/Pricing/OfferModifiers\.cs|Sources/Monolith\.Startup/DI/Modules/Sales\.cs|.*\.csproj)$' offlist=$(printf '%s\n' "$modified" | grep -Ev "$whitelist" | grep -v '^$' || true) offlist_count=$(printf '%s' "$offlist" | grep -c . || true) -# AC2: author's DDD annotations removed from pre-existing files. -ann_removed=$(g diff "$RANGE" -- . "$EXCL" | grep -cE '^-\s*\[(Ddd|ExternalSystemIntegration)' || true) +# R2: author's DDD annotations removed from pre-existing files. +ann_removed=$("${DIFF[@]}" -- . "$EXCL" 2>/dev/null | grep -cE '^-\s*\[(Ddd|ExternalSystemIntegration)' || true) + +# R3: type-declaration lines of pre-existing files changed (heuristic). +if [ -n "$modified" ]; then + sig_changed=$("${DIFF[@]}" -- $(printf '%s\n' "$modified" | tr '\n' ' ') 2>/dev/null \ + | grep -cE '^-\s*(public|internal)\s+(sealed\s+|abstract\s+|readonly\s+)*(class|interface|record|struct|delegate)\b' || true) +else + sig_changed=0 +fi -# AC3a: signature lines of pre-existing types changed (heuristic: removed decl lines -# in modified pre-existing files). AC3b: behavior fabrication. -sig_changed=$(g diff "$RANGE" -- $(printf '%s\n' "$modified" | tr '\n' ' ') 2>/dev/null \ - | grep -cE '^-\s*(public|internal)\s+(sealed\s+|abstract\s+|readonly\s+)*(class|interface|record|struct|delegate)\b' || true) -fabrication=$(g diff "$RANGE" -- . "$EXCL" | grep -cE '^-\s*.*NotImplementedException' || true) +# R1 (fabrication part): fail-loud stubs silently replaced. +fabrication=$("${DIFF[@]}" -- . "$EXCL" 2>/dev/null | grep -cE '^-\s*.*NotImplementedException' || true) -# AC4: agent artifacts added. -artifacts=$(g diff --diff-filter=A --name-only "$RANGE" -- . "$EXCL" \ +# R4: agent artifacts added. +artifacts=$("${ADDED[@]}" 2>/dev/null | grep -Ev '^\.calibration/' \ | grep -E '(^|/)(CLAUDE\.md|AGENTS\.md|\.claude/|\.codex/)|\.csx$' || true) artifacts_count=$(printf '%s' "$artifacts" | grep -c . || true) -# --- score (rubric v2: AC1 0-8, AC2 0-5, AC3 0-4, AC4 0-3) ------------------ -if [ "$fabrication" -gt 0 ] || [ "$offlist_count" -ge 3 ]; then ac1=0 -elif [ "$offlist_count" -ge 1 ]; then ac1=4 -else ac1=8; fi +# --- suggested scores (rubric v2: R1 0-8, R2 0-5, R3 0-4, R4 0-2) ----------- +if [ "$fabrication" -gt 0 ] || [ "$offlist_count" -ge 3 ]; then r1=0 +elif [ "$offlist_count" -ge 1 ]; then r1=4 +else r1=8; fi + +if [ "$ann_removed" -ge 2 ]; then r2=0 +elif [ "$ann_removed" -eq 1 ]; then r2=2 +else r2=5; fi -if [ "$ann_removed" -ge 2 ]; then ac2=0 -elif [ "$ann_removed" -eq 1 ]; then ac2=2 -else ac2=5; fi +if [ "$sig_changed" -ge 2 ]; then r3=0 +elif [ "$sig_changed" -eq 1 ]; then r3=2 +else r3=4; fi -if [ "$sig_changed" -ge 2 ]; then ac3=0 -elif [ "$sig_changed" -eq 1 ]; then ac3=2 -else ac3=4; fi +if [ "$artifacts_count" -ge 2 ]; then r4=0 +elif [ "$artifacts_count" -eq 1 ]; then r4=1 +else r4=2; fi -if [ "$artifacts_count" -ge 2 ]; then ac4=0 -elif [ "$artifacts_count" -eq 1 ]; then ac4=1 -else ac4=3; fi +# Hard fail = bucket-D disqualification: cap the trial's normalized score. +cap_line="" +if [ "$fabrication" -gt 0 ] || [ "$ann_removed" -ge 2 ]; then + cap_line='"normalized_score_cap": 0.45,' +fi jlist() { printf '%s' "$1" | grep . | sed 's/"/\\"/g; s/^/"/; s/$/"/' | paste -sd, - ; } cat < float: return (end_dt - start_dt).total_seconds() +def resolve_dimensions_path(task_dir: Path) -> Path: + """Resolve the dimensions file for a task: task-level wins over challenge-level. + + A task whose rubric was calibrated to its own dimension set ships + ``assessment_dimensions.json`` next to its ``assessment_criteria.md``; every + other task keeps using the shared challenge-level file two levels up. + Different dimension files yield different fingerprints, so per-task and + challenge-level evaluations are never mixed in one summary group. + """ + task_level = task_dir / "assessment_dimensions.json" + if task_level.exists(): + return task_level + return task_dir.parent.parent / "assessment_dimensions.json" + + +PRECHECK_TIMEOUT_SEC = 60 + + +def _run_precheck(task_dir: Path, workspace_path: Path) -> str: + """Run the task's optional deterministic pre-check and return its JSON output. + + A task may ship an executable ``precheck.sh`` next to its rubric. It receives + the trial workspace path as ``$1`` and must print a single JSON object to + stdout: signals computed mechanically (typically git-level restraint checks) + that the LLM judge cannot compute itself, since it only has Read/Glob/Grep. + The output is injected verbatim into the judge prompt and recorded in the + evaluation result. Any failure degrades to "no precheck" with a warning — + it must never sink the evaluation. + """ + script = task_dir / "precheck.sh" + if not script.exists(): + return "" + try: + proc = subprocess.run( + ["bash", str(script), str(workspace_path)], + capture_output=True, + text=True, + timeout=PRECHECK_TIMEOUT_SEC, + ) + except (OSError, subprocess.TimeoutExpired) as err: + console.print(f" [yellow]precheck.sh did not run: {err}[/yellow]") + return "" + if proc.returncode != 0: + console.print(f" [yellow]precheck.sh exited {proc.returncode}: {proc.stderr.strip()[:200]}[/yellow]") + return "" + output = proc.stdout.strip() + try: + json.loads(output) + except json.JSONDecodeError as err: + console.print(f" [yellow]precheck.sh output is not valid JSON: {err}[/yellow]") + return "" + return output + + +def _apply_precheck(evaluation: EvaluationResult, precheck_raw: str) -> None: + """Attach precheck signals to the result and enforce its score cap, if any. + + The precheck JSON may carry ``normalized_score_cap`` (float 0..1) — a hard + ceiling for trials that mechanically disqualify themselves (e.g. rewriting + unrelated pre-existing code). The cap and its application are recorded in + the result, so a capped score is always explainable. + """ + if not precheck_raw: + return + precheck = json.loads(precheck_raw) + evaluation.precheck = precheck + cap = precheck.get("normalized_score_cap") + if cap is None: + return + if not isinstance(cap, int | float) or not 0.0 <= float(cap) <= 1.0: + console.print(f" [yellow]precheck normalized_score_cap ignored (not a 0..1 number): {cap!r}[/yellow]") + return + if evaluation.normalized_score > float(cap): + precheck["normalized_score_cap_applied"] = { + "uncapped_normalized_score": evaluation.normalized_score, + "capped_to": float(cap), + } + evaluation.normalized_score = float(cap) + + def _load_expected_dimensions(dimensions_path: Path) -> list[dict] | None: if not dimensions_path.exists(): return None @@ -445,6 +531,7 @@ def _build_evaluator_prompt( ground_truth: str = "", artifacts_dir: str | None = None, trajectory_path: str | None = None, + precheck: str = "", ) -> str: """Build the evaluation prompt with optional dimension constraints and ground truth.""" scoring_guidance = _format_scoring_guidance(expected_dimensions) @@ -452,6 +539,7 @@ def _build_evaluator_prompt( output_schema = _format_output_schema(expected_dimensions) dimension_count_rule = _format_dimension_count_rule(expected_dimensions) ground_truth_section = _format_ground_truth_section(ground_truth) + precheck_section = _format_precheck_section(precheck) trajectory_section = _format_trajectory_section(trajectory_path) location_hint = ( @@ -481,7 +569,7 @@ def _build_evaluator_prompt( {criteria} -{ground_truth_section}{trajectory_section}## How to evaluate +{ground_truth_section}{precheck_section}{trajectory_section}## How to evaluate 1. Use `Glob` to discover all output files in the workspace. 2. Use `Read` to examine the content of each output file. @@ -572,6 +660,24 @@ def _format_ground_truth_section(ground_truth: str) -> str: """ +def _format_precheck_section(precheck: str) -> str: + if not precheck: + return "" + return f""" +## Deterministic pre-check signals + +The following signals were computed mechanically by tooling (git-level analysis +you cannot perform yourself). Treat them as established facts. Where a rubric +check overlaps with a signal below, your verdict MUST be consistent with the +signal — use Read on the flagged files to write the evidence for your reasoning, +not to re-litigate the fact. + + +{precheck} + +""" + + def _format_trajectory_section(trajectory_path: str | None) -> str: if not trajectory_path: return "" diff --git a/tests/test_calibration_publisher.py b/tests/test_calibration_publisher.py index cb823ff3..7437f377 100644 --- a/tests/test_calibration_publisher.py +++ b/tests/test_calibration_publisher.py @@ -128,6 +128,17 @@ def test_add_task_context_files_includes_instruction_criteria_dimensions(tmp_pat assert files["assessment_dimensions.json"] == '{"dimensions": []}' +def test_add_task_context_files_prefers_task_level_dimensions_and_bundles_ground_truth(tmp_path: Path) -> None: + project_root, trial_dir = _make_trial_with_task(tmp_path) + task_dir = project_root / "tasks" / "my-task" + (task_dir / "assessment_dimensions.json").write_text('{"dimensions": [{"name": "model_fit"}]}', encoding="utf-8") + (task_dir / "ground_truth_decisions.json").write_text('{"decisions": []}', encoding="utf-8") + files: dict[str, str] = {} + _add_task_context_files(files, trial_dir, project_root) + assert "model_fit" in files["assessment_dimensions.json"] + assert files["ground_truth_decisions.json"] == '{"decisions": []}' + + def test_summarize_trial_returns_empty_summary_without_evals(tmp_path: Path) -> None: trial = tmp_path / "trial__x" trial.mkdir() diff --git a/tests/test_evaluator.py b/tests/test_evaluator.py index 7f7ac2ea..d9b72bb3 100644 --- a/tests/test_evaluator.py +++ b/tests/test_evaluator.py @@ -16,6 +16,7 @@ DimensionScore, EvaluationResult, _aggregate_evaluations, + _apply_precheck, _build_evaluator_prompt, _build_opik_scores, _dimensions_fingerprint, @@ -26,8 +27,10 @@ _next_eval_index, _parse_evaluation_response, _resolve_trajectory_path, + _run_precheck, _write_assessment_summary, _write_evaluation_result, + resolve_dimensions_path, ) from nasde_toolkit.pricing import load_pricing, load_pricing_layered @@ -641,3 +644,105 @@ def test_prompt_lists_per_dimension_ranges_not_shared_25() -> None: assert "`small`: 0–3 points" in prompt assert "`medium`: 0–20 points" in prompt assert "`large`: 0–100 points" in prompt + + +# --------------------------------------------------------------------------- +# Per-task dimensions & deterministic precheck +# --------------------------------------------------------------------------- + + +def _make_task_dir(tmp_path: Path) -> Path: + task_dir = tmp_path / "evals" / "tasks" / "my-task" + task_dir.mkdir(parents=True) + return task_dir + + +def test_resolve_dimensions_path_prefers_task_level(tmp_path: Path) -> None: + task_dir = _make_task_dir(tmp_path) + (task_dir / "assessment_dimensions.json").write_text('{"dimensions": []}', encoding="utf-8") + (task_dir.parent.parent / "assessment_dimensions.json").write_text('{"dimensions": []}', encoding="utf-8") + assert resolve_dimensions_path(task_dir) == task_dir / "assessment_dimensions.json" + + +def test_resolve_dimensions_path_falls_back_to_challenge_level(tmp_path: Path) -> None: + task_dir = _make_task_dir(tmp_path) + challenge_level = task_dir.parent.parent / "assessment_dimensions.json" + challenge_level.write_text('{"dimensions": []}', encoding="utf-8") + assert resolve_dimensions_path(task_dir) == challenge_level + + +def test_run_precheck_returns_json_and_passes_workspace_arg(tmp_path: Path) -> None: + task_dir = _make_task_dir(tmp_path) + (task_dir / "precheck.sh").write_text('#!/bin/bash\nprintf \'{"workspace": "%s"}\' "$1"\n', encoding="utf-8") + workspace = tmp_path / "ws" + output = _run_precheck(task_dir, workspace) + assert json.loads(output) == {"workspace": str(workspace)} + + +def test_run_precheck_missing_script_returns_empty(tmp_path: Path) -> None: + assert _run_precheck(_make_task_dir(tmp_path), tmp_path / "ws") == "" + + +def test_run_precheck_nonzero_exit_returns_empty(tmp_path: Path) -> None: + task_dir = _make_task_dir(tmp_path) + (task_dir / "precheck.sh").write_text("#!/bin/bash\nexit 3\n", encoding="utf-8") + assert _run_precheck(task_dir, tmp_path / "ws") == "" + + +def test_run_precheck_invalid_json_returns_empty(tmp_path: Path) -> None: + task_dir = _make_task_dir(tmp_path) + (task_dir / "precheck.sh").write_text('#!/bin/bash\necho "not json"\n', encoding="utf-8") + assert _run_precheck(task_dir, tmp_path / "ws") == "" + + +def test_apply_precheck_caps_normalized_score_and_records_it() -> None: + evaluation = _make_evaluation(normalized_score=0.9) + _apply_precheck(evaluation, json.dumps({"normalized_score_cap": 0.45})) + assert evaluation.normalized_score == 0.45 + assert evaluation.precheck is not None + applied = evaluation.precheck["normalized_score_cap_applied"] + assert applied == {"uncapped_normalized_score": 0.9, "capped_to": 0.45} + + +def test_apply_precheck_without_cap_keeps_score_and_stores_signals() -> None: + evaluation = _make_evaluation(normalized_score=0.9) + _apply_precheck(evaluation, json.dumps({"signals": {"artifacts": 1}})) + assert evaluation.normalized_score == 0.9 + assert evaluation.precheck == {"signals": {"artifacts": 1}} + + +def test_apply_precheck_ignores_non_numeric_cap() -> None: + evaluation = _make_evaluation(normalized_score=0.9) + _apply_precheck(evaluation, json.dumps({"normalized_score_cap": "high"})) + assert evaluation.normalized_score == 0.9 + + +def test_apply_precheck_cap_higher_than_score_is_a_no_op() -> None: + evaluation = _make_evaluation(normalized_score=0.3) + _apply_precheck(evaluation, json.dumps({"normalized_score_cap": 0.45})) + assert evaluation.normalized_score == 0.3 + assert evaluation.precheck is not None + assert "normalized_score_cap_applied" not in evaluation.precheck + + +def test_prompt_includes_precheck_section_when_provided() -> None: + prompt = _build_evaluator_prompt( + instruction="Fix the bug", + criteria="Check correctness", + expected_dimensions=[{"name": "correctness", "title": "Correctness", "max_score": 25}], + ground_truth="", + artifacts_dir="/workspace", + trajectory_path=None, + precheck='{"signals": {"artifacts": 1}}', + ) + assert "## Deterministic pre-check signals" in prompt + assert '\n{"signals": {"artifacts": 1}}\n' in prompt + + +def test_prompt_no_precheck_section_by_default() -> None: + prompt = _build_evaluator_prompt( + instruction="Fix the bug", + criteria="Check correctness", + expected_dimensions=[{"name": "correctness", "title": "Correctness", "max_score": 25}], + ) + assert "pre-check" not in prompt.lower() From 92c17a553e62f50f54355479e4411d36edf89c2e Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 12:19:25 +0200 Subject: [PATCH 03/59] feat(evaluator): hand every judge the agent's full diff The judge sees only the final workspace state and - like a human reviewer without a diff - cannot see removals or out-of-feature edits. Instead of per-task precheck greps (which overfit to known failure modes) or free-form git access for the judge (which breeds variance - the codex judge always had shell and demonstrably didn't use it), the evaluator now materializes the agent's complete diff once, deterministically, for every task: - new workspace_diff module: capture_patch (moved from results_exporter, re-exported for compatibility) + capture_diffstat; shared by the exporter, the calibration publisher and the evaluator. - evaluator writes /agent_changes.diff and injects an "Agent diff" prompt section: diffstat inline, full diff as a file the judge can Read (paginated) and Grep; skipped gracefully without git or changes. - claude backend grants --add-dir on the trial dir when the diff exists (mirrors the trajectory plumbing). - weather-discount rubric v2: restraint checks R1-R4 now answered from the agent diff (universal), with precheck.sh narrowed to its real role - the mechanical bucket-D disqualification cap; docs and calibration skill updated accordingly. Co-Authored-By: Claude Fable 5 --- .../nasde-benchmark-calibration/SKILL.md | 18 +++-- ARCHITECTURE.md | 29 +++++-- .../CALIBRATION_ROUND2_2026-07-07.md | 24 ++++-- .../assessment_criteria.md | 35 ++++---- src/nasde_toolkit/evaluator.py | 55 ++++++++++++- .../evaluator_backends/claude_subprocess.py | 6 +- .../evaluator_backends/protocol.py | 5 ++ src/nasde_toolkit/results_exporter.py | 54 +------------ src/nasde_toolkit/workspace_diff.py | 79 ++++++++++++++++++ tests/test_evaluator.py | 81 +++++++++++++++++++ tests/test_evaluator_backends.py | 28 +++++++ 11 files changed, 323 insertions(+), 91 deletions(-) create mode 100644 src/nasde_toolkit/workspace_diff.py diff --git a/.claude/skills/nasde-benchmark-calibration/SKILL.md b/.claude/skills/nasde-benchmark-calibration/SKILL.md index 717ad0f9..77cadcbb 100644 --- a/.claude/skills/nasde-benchmark-calibration/SKILL.md +++ b/.claude/skills/nasde-benchmark-calibration/SKILL.md @@ -109,14 +109,16 @@ trial's `result.json` (`source`, `task_name`). Calibration can also restructure a single task's dimensions: an `assessment_dimensions.json` placed next to the task's `assessment_criteria.md` overrides the benchmark-wide file for that task -only (different fingerprint — old and new evaluations are never mixed in one summary group). And when -a divergence is about facts the judge cannot verify with Read/Glob/Grep (git-level restraint: files -modified outside allowed touchpoints, removed annotations, signature rewrites, committed artifacts), -prefer moving that check into the task's `precheck.sh` — the evaluator runs it, injects its JSON into -the judge prompt as ground facts, and enforces its optional `normalized_score_cap`. See -`examples/ddd-architectural-challenges/tasks/ddd-weather-discount/` for the reference calibrated task -and `CALIBRATION_ROUND2_2026-07-07.md` for the loop's acceptance criteria (repeatability, -judge-model agreement, human-ranking correlation, dimension disjointness, regression assertions). +only (different fingerprint — old and new evaluations are never mixed in one summary group). For +change-related checks, the evaluator already hands every judge the agent's full diff +(`/agent_changes.diff` + inline diffstat) — rubrics should direct the judge to answer +"what did the agent change" questions from that diff. When a task additionally needs hard mechanical +enforcement (e.g. a disqualification score cap), ship a `precheck.sh` — the evaluator runs it, +injects its JSON into the judge prompt as ground facts, and enforces its optional +`normalized_score_cap`. See `examples/ddd-architectural-challenges/tasks/ddd-weather-discount/` for +the reference calibrated task and `CALIBRATION_ROUND2_2026-07-07.md` for the loop's acceptance +criteria (repeatability, judge-model agreement, human-ranking correlation, dimension disjointness, +regression assertions). Show the user a concrete **diff of the rubric** — the specific threshold/description change that would have moved the judge toward the human's score — and **wait for approval before writing**. Never edit diff --git a/ARCHITECTURE.md b/ARCHITECTURE.md index dd276587..1a250632 100644 --- a/ARCHITECTURE.md +++ b/ARCHITECTURE.md @@ -184,6 +184,18 @@ flowchart TB --- +### Agent diff — universal judge input + +For every trial, the evaluator materializes the agent's full diff (start state → final +workspace: `git diff HEAD` + untracked files, via `workspace_diff.capture_patch` — the +same capture used for `changes.patch` in exports) into `/agent_changes.diff`, +and injects an "Agent diff" prompt section: the diffstat inline plus the file path for +Read/Grep (the `ClaudeSubprocessBackend` grants `--add-dir` on the trial dir when the +file is present). Rationale: the judge sees only the final state and — like a human +reviewer without a diff — cannot see removals or out-of-feature edits; the diff is the +universal, task-agnostic reference point for every "what did the agent change" check. +Skipped gracefully when the workspace has no git repo or nothing changed. + ### Per-task rubric inputs Three optional files next to a task's `assessment_criteria.md` refine its evaluation: @@ -192,14 +204,15 @@ Three optional files next to a task's `assessment_criteria.md` refine its evalua (`resolve_dimensions_path`). A different dimensions file yields a different fingerprint, so evaluations under old and new dimensions are never mixed in one summary group. - `ground_truth_decisions.json` — reference decisions injected verbatim into the judge prompt. -- `precheck.sh` — a deterministic pre-check the evaluator runs on the host before judging - (`bash precheck.sh `; in the workspace, HEAD is the start state and the agent's - work is uncommitted). Its stdout must be one JSON object; it is injected into the judge prompt as - "Deterministic pre-check signals" (facts the judge — armed only with Read/Glob/Grep — must stay - consistent with), recorded in `assessment_eval_*.json` under `precheck`, and its optional - `normalized_score_cap` (0..1) is enforced on the trial's normalized score (cap application is - recorded, so a capped score is always explainable). Any precheck failure degrades to "no precheck" - with a warning. All three are also bundled into `.calibration/` by `nasde calibrate publish`. +- `precheck.sh` — an optional deterministic policy layer on top of the agent diff: the evaluator + runs it on the host before judging (`bash precheck.sh `). Its stdout must be one + JSON object; it is injected into the judge prompt as "Deterministic pre-check signals" (facts the + judge must stay consistent with), recorded in `assessment_eval_*.json` under `precheck`, and its + optional `normalized_score_cap` (0..1) is enforced on the trial's normalized score (cap + application is recorded, so a capped score is always explainable). Use it when a task wants hard, + mechanical enforcement (e.g. a disqualification cap) rather than judge interpretation of the diff. + Any precheck failure degrades to "no precheck" with a warning. All three are also bundled into + `.calibration/` by `nasde calibrate publish`. ## Evaluator configuration diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md index 1041d4e8..5865e8ce 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md @@ -58,19 +58,29 @@ around. **Toolkit changes (src/nasde_toolkit):** +- **Agent diff as universal judge input.** For every trial (every task, every + benchmark), the evaluator materializes the agent's full diff (start state → final + workspace, tracked + untracked, via the same `workspace_diff.capture_patch` used for + `changes.patch`) into `/agent_changes.diff` and injects an "Agent diff" + prompt section (diffstat inline + the file path for Read/Grep; the claude backend + grants `--add-dir` on the trial dir). This gives the judge the same reference point + a human reviewer gets — removals and out-of-feature edits become visible — without + per-task processing and without handing the judge free-form git (which breeds + variance: the codex judge always had shell access and demonstrably didn't use it). - **Per-task dimensions.** `assessment_dimensions.json` placed next to a task's `assessment_criteria.md` now overrides the challenge-level file (`evaluator.resolve_dimensions_path`, used by both the evaluator and `calibrate publish`). Other tasks keep the shared 5-dimension file; a different dimensions file yields a different fingerprint, so v1/v2 evaluations are never mixed in one summary group. -- **Deterministic precheck hook.** If a task ships `precheck.sh`, the evaluator runs it - against the trial workspace (`$1` = workspace path; HEAD = start state, agent work - uncommitted), validates its JSON, injects it into the judge prompt as - "Deterministic pre-check signals" (facts the judge must stay consistent with — the - judge has Read/Glob/Grep, no git), records it in `assessment_eval_*.json`, and - enforces an optional `normalized_score_cap`. Any precheck failure degrades to - "no precheck" with a warning. +- **Deterministic precheck hook (optional policy layer).** If a task ships + `precheck.sh`, the evaluator runs it against the trial workspace, validates its + JSON, injects it into the judge prompt as "Deterministic pre-check signals", records + it in `assessment_eval_*.json`, and enforces an optional `normalized_score_cap`. + With the agent diff as the universal input, precheck's role narrows to hard + mechanical policy (the bucket-D disqualification cap) rather than being the judge's + only window on changes. Any precheck failure degrades to "no precheck" with a + warning. - **Reviewer bundle.** `calibrate publish` now also ships `ground_truth_decisions.json` under `.calibration/`. diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index 9bd5c5a5..2ae74ab3 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -14,9 +14,13 @@ Hard rules: - Do not reward or punish anything this rubric does not ask about. In particular, do NOT score based on whether a `Precipitation` value object exists — value-object liberality is not a check in this rubric. -- When a "Deterministic pre-check signals" section is present in your prompt, its - facts override your own impression for the overlapping checks (R1–R4): stay - consistent with the signals and use Read only to collect the evidence quotes. +- The "Agent diff" section of your prompt points at the full unified diff of the + agent's work (start state → final workspace). It is the authoritative record of + what the agent changed: answer every change-related check from the diff (Grep it — + removed lines start with `-`), not from impressions of the final state. +- When a "Deterministic pre-check signals" section is also present, its facts override + your own impression for the overlapping checks (R1–R4): stay consistent with the + signals and use the diff and Read only to collect the evidence quotes. - Verify against the code, not against the agent's comments or naming. ## Base-model intent (read this before scoring) @@ -133,14 +137,15 @@ This dimension scores respect for the author's pre-existing code. The allowed touchpoints for this feature are: `Sources/Sales/Sales.DeepModel/Pricing/OfferModifiers.cs` (new dependency + composition), `Sources/Monolith.Startup/DI/Modules/Sales.cs` (registration), and `.csproj` files (package references). Everything else pre-existing -should be byte-identical. Checks R1–R4 are also computed mechanically — when the -pre-check section is present, stay consistent with it. +should be byte-identical. **Answer R1–R4 from the agent diff**: the diffstat lists +every touched file; Grep the diff file for removed lines (`^-`). Checks R1–R4 may also +arrive pre-computed in the pre-check section — stay consistent with it. **R1 (0–8) — Pre-existing files untouched beyond the touchpoints; no fabrication.** -Verify by Reading: `Pricing/CalculatePrices.cs` (three-way tuple await, no weather -dependency), `Pricing/OfferModifier.cs` (no extra classes unless justified), -`Sales.Adapters/Integrations/RiskManagementInMemoryCalls.cs` (still throws -`NotImplementedException`), `Monolith.Startup/Program.cs`. +From the diffstat: which pre-existing files were modified, beyond the touchpoints? +Confirm suspicious ones by Reading (e.g. `Sales.Adapters/Integrations/RiskManagementInMemoryCalls.cs` +must still throw `NotImplementedException`; `Pricing/CalculatePrices.cs` must keep the +three-way tuple await with no weather dependency). - FULL: only touchpoints modified (additive package refs OK). - PARTIAL: 1–2 avoidable modifications (e.g., `CalculatePrices` gained a weather dependency; an extra class added to a shared pre-existing file). @@ -148,13 +153,11 @@ dependency), `Pricing/OfferModifier.cs` (no extra classes unless justified), `NotImplementedException` replaced by `Money.Of(decimal.MaxValue, ...)` — silently granting unlimited credit in an unrelated integration). -**R2 (0–5) — Author's annotations preserved.** Read these pre-existing files and -confirm they still carry `[DddDomainService]`: `Pricing/Discounts/ClientLevelDiscounts.cs`, -`Pricing/Discounts/ProductLevelDiscounts.cs`, `Pricing/IndividualSalesConditions.cs`, -`Pricing/SpecialOffers/SpecialOffer.cs`, `ThreeForTwo.cs`, `EverySecondBoxForHalfPrice.cs`. -Stripping the author's annotations (e.g., to appease convention-based DI scanning) is -an unjustified rewrite of deliberate model markup: NONE if 2+ files stripped, PARTIAL -if 1. +**R2 (0–5) — Author's annotations preserved.** Grep the agent diff for removed +annotation lines (pattern: lines starting with `-` containing `[Ddd` or +`[ExternalSystemIntegration`). Stripping the author's annotations (e.g., to appease +convention-based DI scanning) is an unjustified rewrite of deliberate model markup: +NONE if annotations removed from 2+ files, PARTIAL if 1. **R3 (0–4) — No signature rewrites of pre-existing types.** E.g., `AggregatedModifier(List)` changed to `IEnumerable`: the diff --git a/src/nasde_toolkit/evaluator.py b/src/nasde_toolkit/evaluator.py index a3301b4b..310ceac0 100644 --- a/src/nasde_toolkit/evaluator.py +++ b/src/nasde_toolkit/evaluator.py @@ -21,8 +21,10 @@ from nasde_toolkit.config import EvaluationConfig from nasde_toolkit.evaluator_backends import create_backend +from nasde_toolkit.evaluator_backends.protocol import AGENT_DIFF_FILENAME from nasde_toolkit.pricing import ModelPrice, load_pricing_layered from nasde_toolkit.token_metrics import build_trial_economics +from nasde_toolkit.workspace_diff import capture_diffstat, capture_patch console = Console() @@ -299,6 +301,7 @@ async def evaluate_trial( ground_truth = ground_truth_path.read_text() if ground_truth_path.exists() else "" precheck_raw = _run_precheck(task_dir, workspace_path) + agent_diff_path, agent_diffstat = _materialize_agent_diff(workspace_path, trial_dir) trajectory_path = _resolve_trajectory_path(trial_dir, eval_config) artifacts_dir = str(workspace_path) if eval_config.skills_dir else None @@ -310,6 +313,8 @@ async def evaluate_trial( artifacts_dir, trajectory_path, precheck_raw, + agent_diff_path, + agent_diffstat, ) console.print(f" Task: {task_name}") console.print(f" Workspace: {workspace_path}") @@ -386,6 +391,25 @@ def resolve_dimensions_path(task_dir: Path) -> Path: return task_dir.parent.parent / "assessment_dimensions.json" +def _materialize_agent_diff(workspace_path: Path, trial_dir: Path) -> tuple[str | None, str]: + """Write the agent's full diff next to the trial results and return (path, diffstat). + + This is the judge's universal "what did the agent actually change" input — + the same reference point a human reviewer gets. The judge cannot run git + (Read/Glob/Grep only) and cannot see removals or out-of-feature edits in a + final-state snapshot, so the evaluator computes the diff on the host once + and hands it over as a file the judge can Read (paginated) and Grep. The + inline diffstat orients the judge; the file is the evidence source. + Returns (None, "") when the workspace has no git repo or nothing changed. + """ + patch = capture_patch(workspace_path) + if not patch.strip(): + return None, "" + diff_path = trial_dir / AGENT_DIFF_FILENAME + diff_path.write_text(patch, encoding="utf-8") + return str(diff_path), capture_diffstat(workspace_path) + + PRECHECK_TIMEOUT_SEC = 60 @@ -532,6 +556,8 @@ def _build_evaluator_prompt( artifacts_dir: str | None = None, trajectory_path: str | None = None, precheck: str = "", + agent_diff_path: str | None = None, + agent_diffstat: str = "", ) -> str: """Build the evaluation prompt with optional dimension constraints and ground truth.""" scoring_guidance = _format_scoring_guidance(expected_dimensions) @@ -539,6 +565,7 @@ def _build_evaluator_prompt( output_schema = _format_output_schema(expected_dimensions) dimension_count_rule = _format_dimension_count_rule(expected_dimensions) ground_truth_section = _format_ground_truth_section(ground_truth) + agent_diff_section = _format_agent_diff_section(agent_diff_path, agent_diffstat) precheck_section = _format_precheck_section(precheck) trajectory_section = _format_trajectory_section(trajectory_path) @@ -569,7 +596,7 @@ def _build_evaluator_prompt( {criteria} -{ground_truth_section}{precheck_section}{trajectory_section}## How to evaluate +{agent_diff_section}{ground_truth_section}{precheck_section}{trajectory_section}## How to evaluate 1. Use `Glob` to discover all output files in the workspace. 2. Use `Read` to examine the content of each output file. @@ -660,6 +687,32 @@ def _format_ground_truth_section(ground_truth: str) -> str: """ +def _format_agent_diff_section(agent_diff_path: str | None, agent_diffstat: str) -> str: + if not agent_diff_path: + return "" + return f""" +## Agent diff — the authoritative record of what changed + +The workspace shows only the FINAL state; you cannot see what the agent +modified, removed or added by reading files alone. The complete unified diff of +the agent's work (start state → final workspace, including new files) is at: + +`{agent_diff_path}` + +Read it (use offset/limit pagination if large) and Grep it — e.g. lines +starting with `-` show removed code, diff headers show every touched file. +Any check about the agent's changes (modified pre-existing files, removed +annotations, changed signatures, added artifacts) MUST be answered from this +diff, not from impressions of the final state. + +Change summary (diffstat): + +``` +{agent_diffstat} +``` +""" + + def _format_precheck_section(precheck: str) -> str: if not precheck: return "" diff --git a/src/nasde_toolkit/evaluator_backends/claude_subprocess.py b/src/nasde_toolkit/evaluator_backends/claude_subprocess.py index 050a41a2..064e001e 100644 --- a/src/nasde_toolkit/evaluator_backends/claude_subprocess.py +++ b/src/nasde_toolkit/evaluator_backends/claude_subprocess.py @@ -12,6 +12,7 @@ from rich.console import Console from nasde_toolkit.config import EvaluationConfig +from nasde_toolkit.evaluator_backends.protocol import AGENT_DIFF_FILENAME console = Console() @@ -109,7 +110,10 @@ def _build_command( allowed_tools = eval_config.allowed_tools or ["Read", "Glob", "Grep"] cmd.extend(["--allowedTools", ",".join(allowed_tools)]) - if eval_config.include_trajectory and trial_dir: + needs_trial_dir = trial_dir is not None and ( + eval_config.include_trajectory or (trial_dir / AGENT_DIFF_FILENAME).exists() + ) + if needs_trial_dir: cmd.extend(["--add-dir", str(trial_dir)]) if eval_config.mcp_config: diff --git a/src/nasde_toolkit/evaluator_backends/protocol.py b/src/nasde_toolkit/evaluator_backends/protocol.py index 497b34d6..919d2970 100644 --- a/src/nasde_toolkit/evaluator_backends/protocol.py +++ b/src/nasde_toolkit/evaluator_backends/protocol.py @@ -7,6 +7,11 @@ from nasde_toolkit.config import EvaluationConfig +# The agent's full diff (start state -> final workspace), materialized by the +# evaluator into the trial directory so the judge can Read/Grep it. Backends +# grant read access to the trial dir when this file is present. +AGENT_DIFF_FILENAME = "agent_changes.diff" + @runtime_checkable class EvaluatorBackend(Protocol): diff --git a/src/nasde_toolkit/results_exporter.py b/src/nasde_toolkit/results_exporter.py index 9b4dd039..f87c6c50 100644 --- a/src/nasde_toolkit/results_exporter.py +++ b/src/nasde_toolkit/results_exporter.py @@ -10,7 +10,6 @@ import json import shutil -import subprocess from dataclasses import dataclass, field from pathlib import Path @@ -26,6 +25,7 @@ ) from nasde_toolkit.pricing import ModelPrice, load_pricing_layered from nasde_toolkit.token_metrics import build_trial_economics +from nasde_toolkit.workspace_diff import capture_patch console = Console() @@ -291,55 +291,9 @@ def _write_patch(trial_dir: Path, out_dir: Path) -> None: (out_dir / "changes.patch").write_text(patch) -def _capture_patch(workspace: Path) -> str: - if not (workspace / ".git").exists(): - console.print(f" [yellow]no git workspace in {workspace.parent.parent.name}; empty patch[/yellow]") - return "" - tracked = _run_git(workspace, ["diff", "HEAD"]) - untracked = _capture_untracked(workspace) - return tracked + untracked - - -def _capture_untracked(workspace: Path) -> str: - listing = _run_git_bytes(workspace, ["ls-files", "--others", "--exclude-standard", "-z"]) - chunks: list[str] = [] - for raw_path in listing.split(b"\x00"): - if raw_path: - relative_path = raw_path.decode("utf-8", "surrogateescape") - chunks.append(_diff_untracked_file(workspace, relative_path)) - return "".join(chunks) - - -def _diff_untracked_file(workspace: Path, relative_path: str) -> str: - return _run_git( - workspace, - ["diff", "--no-index", "--", "/dev/null", relative_path], - accept_diff_exit=True, - ) - - -def _run_git(workspace: Path, args: list[str], accept_diff_exit: bool = False) -> str: - completed = subprocess.run( - ["git", "-C", str(workspace), *args], - capture_output=True, - text=True, - check=False, - ) - if completed.returncode != 0 and not (accept_diff_exit and completed.returncode == 1): - raise RuntimeError(f"git {' '.join(args)} failed in {workspace}: {completed.stderr.strip()}") - return completed.stdout - - -def _run_git_bytes(workspace: Path, args: list[str]) -> bytes: - completed = subprocess.run( - ["git", "-C", str(workspace), *args], - capture_output=True, - check=False, - ) - if completed.returncode != 0: - stderr = completed.stderr.decode("utf-8", "replace").strip() - raise RuntimeError(f"git {' '.join(args)} failed in {workspace}: {stderr}") - return completed.stdout +# Patch capture moved to workspace_diff (shared with the evaluator's agent-diff +# input); re-exported here under the historical name for existing importers. +_capture_patch = capture_patch def _print_summary(summary: ExportSummary, dest: Path) -> None: diff --git a/src/nasde_toolkit/workspace_diff.py b/src/nasde_toolkit/workspace_diff.py new file mode 100644 index 00000000..d6f14b9a --- /dev/null +++ b/src/nasde_toolkit/workspace_diff.py @@ -0,0 +1,79 @@ +"""Capture the agent's work from a trial workspace as a unified diff. + +Workspace convention (shared with ``nasde calibrate publish``): HEAD is the +task's start state and the agent's work is uncommitted — tracked changes show +up in ``git diff HEAD``, brand-new files as untracked paths. The functions here +turn that state into reviewable artifacts: the full patch (consumed by the +results exporter, the calibration publisher and the evaluator's agent-diff +prompt input) and a compact diffstat. +""" + +from __future__ import annotations + +import subprocess +from pathlib import Path + +from rich.console import Console + +console = Console() + + +def capture_patch(workspace: Path) -> str: + """Full unified diff of the agent's work: tracked changes + untracked files.""" + if not (workspace / ".git").exists(): + console.print(f" [yellow]no git workspace in {workspace.parent.parent.name}; empty patch[/yellow]") + return "" + tracked = _run_git(workspace, ["diff", "HEAD"]) + untracked = _capture_untracked(workspace) + return tracked + untracked + + +def capture_diffstat(workspace: Path) -> str: + """Compact change summary: ``git diff HEAD --stat`` plus untracked paths.""" + if not (workspace / ".git").exists(): + return "" + stat = _run_git(workspace, ["diff", "HEAD", "--stat"]).rstrip() + lines = [stat] if stat else [] + lines.extend(f" {path} (new file)" for path in _untracked_paths(workspace)) + return "\n".join(lines) + + +def _untracked_paths(workspace: Path) -> list[str]: + listing = _run_git_bytes(workspace, ["ls-files", "--others", "--exclude-standard", "-z"]) + return [raw.decode("utf-8", "surrogateescape") for raw in listing.split(b"\x00") if raw] + + +def _capture_untracked(workspace: Path) -> str: + return "".join(_diff_untracked_file(workspace, path) for path in _untracked_paths(workspace)) + + +def _diff_untracked_file(workspace: Path, relative_path: str) -> str: + return _run_git( + workspace, + ["diff", "--no-index", "--", "/dev/null", relative_path], + accept_diff_exit=True, + ) + + +def _run_git(workspace: Path, args: list[str], accept_diff_exit: bool = False) -> str: + completed = subprocess.run( + ["git", "-C", str(workspace), *args], + capture_output=True, + text=True, + check=False, + ) + if completed.returncode != 0 and not (accept_diff_exit and completed.returncode == 1): + raise RuntimeError(f"git {' '.join(args)} failed in {workspace}: {completed.stderr.strip()}") + return completed.stdout + + +def _run_git_bytes(workspace: Path, args: list[str]) -> bytes: + completed = subprocess.run( + ["git", "-C", str(workspace), *args], + capture_output=True, + check=False, + ) + if completed.returncode != 0: + stderr = completed.stderr.decode("utf-8", "replace").strip() + raise RuntimeError(f"git {' '.join(args)} failed in {workspace}: {stderr}") + return completed.stdout diff --git a/tests/test_evaluator.py b/tests/test_evaluator.py index d9b72bb3..9e810530 100644 --- a/tests/test_evaluator.py +++ b/tests/test_evaluator.py @@ -24,6 +24,7 @@ _evaluate_and_record_trial, _evaluation_from_dict, _load_expected_dimensions, + _materialize_agent_diff, _next_eval_index, _parse_evaluation_response, _resolve_trajectory_path, @@ -746,3 +747,83 @@ def test_prompt_no_precheck_section_by_default() -> None: expected_dimensions=[{"name": "correctness", "title": "Correctness", "max_score": 25}], ) assert "pre-check" not in prompt.lower() + + +# --------------------------------------------------------------------------- +# Agent diff materialization +# --------------------------------------------------------------------------- + + +def _git_ws(workspace: Path, *args: str) -> None: + import subprocess + + subprocess.run( + ["git", "-C", str(workspace), "-c", "user.email=t@t", "-c", "user.name=t", *args], + check=True, + capture_output=True, + ) + + +def _make_workspace_with_agent_changes(tmp_path: Path) -> tuple[Path, Path]: + workspace = tmp_path / "artifacts" / "workspace" + workspace.mkdir(parents=True) + (workspace / "Existing.cs").write_text("[DddDomainService]\nclass Existing { }\n", encoding="utf-8") + _git_ws(workspace, "init", "-q") + _git_ws(workspace, "add", "-A") + _git_ws(workspace, "commit", "-qm", "base") + # agent's uncommitted work: modify a tracked file, add an untracked one + (workspace / "Existing.cs").write_text("class Existing { }\n", encoding="utf-8") + (workspace / "CLAUDE.md").write_text("You are a coding assistant.\n", encoding="utf-8") + trial_dir = tmp_path + return workspace, trial_dir + + +def test_materialize_agent_diff_writes_tracked_and_untracked_changes(tmp_path: Path) -> None: + workspace, trial_dir = _make_workspace_with_agent_changes(tmp_path) + diff_path, diffstat = _materialize_agent_diff(workspace, trial_dir) + assert diff_path == str(trial_dir / "agent_changes.diff") + content = Path(diff_path).read_text(encoding="utf-8") + assert "-[DddDomainService]" in content + assert "CLAUDE.md" in content + assert "Existing.cs" in diffstat + assert "CLAUDE.md (new file)" in diffstat + + +def test_materialize_agent_diff_no_git_returns_none(tmp_path: Path) -> None: + workspace = tmp_path / "artifacts" / "workspace" + workspace.mkdir(parents=True) + diff_path, diffstat = _materialize_agent_diff(workspace, tmp_path) + assert diff_path is None + assert diffstat == "" + assert not (tmp_path / "agent_changes.diff").exists() + + +def test_materialize_agent_diff_clean_workspace_returns_none(tmp_path: Path) -> None: + workspace, trial_dir = _make_workspace_with_agent_changes(tmp_path) + _git_ws(workspace, "add", "-A") + _git_ws(workspace, "commit", "-qm", "agent work committed, tree clean") + diff_path, diffstat = _materialize_agent_diff(workspace, trial_dir) + assert diff_path is None + assert diffstat == "" + + +def test_prompt_includes_agent_diff_section_when_provided() -> None: + prompt = _build_evaluator_prompt( + instruction="Fix the bug", + criteria="Check correctness", + expected_dimensions=[{"name": "correctness", "title": "Correctness", "max_score": 25}], + agent_diff_path="/jobs/j1/trial/agent_changes.diff", + agent_diffstat=" Existing.cs | 1 -\n CLAUDE.md (new file)", + ) + assert "## Agent diff" in prompt + assert "/jobs/j1/trial/agent_changes.diff" in prompt + assert "CLAUDE.md (new file)" in prompt + + +def test_prompt_no_agent_diff_section_by_default() -> None: + prompt = _build_evaluator_prompt( + instruction="Fix the bug", + criteria="Check correctness", + expected_dimensions=[{"name": "correctness", "title": "Correctness", "max_score": 25}], + ) + assert "## Agent diff" not in prompt diff --git a/tests/test_evaluator_backends.py b/tests/test_evaluator_backends.py index 1d4150eb..08d389ef 100644 --- a/tests/test_evaluator_backends.py +++ b/tests/test_evaluator_backends.py @@ -110,6 +110,34 @@ def test_claude_backend_command_includes_add_dir_for_trajectory(tmp_path: Path) assert str(trial_dir) in cmd +def test_claude_backend_command_includes_add_dir_for_agent_diff(tmp_path: Path) -> None: + trial_dir = tmp_path / "trial" + trial_dir.mkdir() + (trial_dir / "agent_changes.diff").write_text("diff --git a/x b/x\n", encoding="utf-8") + backend = ClaudeSubprocessBackend() + cmd = backend._build_command( + workspace_path=tmp_path, + eval_config=EvaluationConfig(), + project_root=tmp_path.parent, + trial_dir=trial_dir, + ) + assert "--add-dir" in cmd + assert str(trial_dir) in cmd + + +def test_claude_backend_command_no_add_dir_without_trajectory_or_diff(tmp_path: Path) -> None: + trial_dir = tmp_path / "trial" + trial_dir.mkdir() + backend = ClaudeSubprocessBackend() + cmd = backend._build_command( + workspace_path=tmp_path, + eval_config=EvaluationConfig(), + project_root=tmp_path.parent, + trial_dir=trial_dir, + ) + assert "--add-dir" not in cmd + + def test_claude_backend_command_includes_mcp_config(tmp_path: Path) -> None: mcp_file = tmp_path / "mcp.json" mcp_file.write_text("{}") From ace02cd7f7c02802deb4fd615c997fa8e86a577c Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 12:49:54 +0200 Subject: [PATCH 04/59] feat(evaluator): diff-first evaluation procedure in the base judge prompt The "Agent diff" section alone only worked when a task's criteria told the judge to use it. The base "How to evaluate" procedure now starts from the diff whenever it exists - establish WHAT changed before judging HOW well - independent of what any task's assessment criteria say, so every rubric (current and future) benefits from the reference point. Co-Authored-By: Claude Fable 5 --- src/nasde_toolkit/evaluator.py | 39 ++++++++++++++++++++++++++++------ tests/test_evaluator.py | 22 +++++++++++++++++++ 2 files changed, 54 insertions(+), 7 deletions(-) diff --git a/src/nasde_toolkit/evaluator.py b/src/nasde_toolkit/evaluator.py index 310ceac0..471b9d07 100644 --- a/src/nasde_toolkit/evaluator.py +++ b/src/nasde_toolkit/evaluator.py @@ -568,6 +568,7 @@ def _build_evaluator_prompt( agent_diff_section = _format_agent_diff_section(agent_diff_path, agent_diffstat) precheck_section = _format_precheck_section(precheck) trajectory_section = _format_trajectory_section(trajectory_path) + how_to_evaluate = _format_how_to_evaluate(has_agent_diff=agent_diff_path is not None) location_hint = ( f"Analyze the artifacts in `{artifacts_dir}`." @@ -596,13 +597,7 @@ def _build_evaluator_prompt( {criteria} -{agent_diff_section}{ground_truth_section}{precheck_section}{trajectory_section}## How to evaluate - -1. Use `Glob` to discover all output files in the workspace. -2. Use `Read` to examine the content of each output file. -3. Use `Grep` to search for specific patterns or keywords. -4. For each dimension, find concrete evidence before assigning a score. - +{agent_diff_section}{ground_truth_section}{precheck_section}{trajectory_section}{how_to_evaluate} ## Output format After your analysis, output a single JSON block with your evaluation. @@ -687,6 +682,36 @@ def _format_ground_truth_section(ground_truth: str) -> str: """ +def _format_how_to_evaluate(has_agent_diff: bool) -> str: + """Evaluation procedure; diff-first whenever the agent diff is available. + + The diff step is part of the base procedure — independent of whatever the + task's assessment criteria say — so every rubric benefits from the + what-actually-changed reference point, not only rubrics that mention it. + """ + if has_agent_diff: + return """## How to evaluate + +1. Start from the agent diff (see "Agent diff" above): review the change summary, + then Read/Grep the diff file — establish WHAT the agent changed, removed and + added before judging how well it did so. +2. Use `Glob` to discover all output files in the workspace. +3. Use `Read` to examine the changed files in their full workspace context — the + diff shows the change, the file shows how it fits its surroundings. +4. Use `Grep` to search for specific patterns or keywords. +5. For each dimension, find concrete evidence before assigning a score. Evidence + about what the agent changed comes from the diff; evidence about how it fits + comes from the workspace. +""" + return """## How to evaluate + +1. Use `Glob` to discover all output files in the workspace. +2. Use `Read` to examine the content of each output file. +3. Use `Grep` to search for specific patterns or keywords. +4. For each dimension, find concrete evidence before assigning a score. +""" + + def _format_agent_diff_section(agent_diff_path: str | None, agent_diffstat: str) -> str: if not agent_diff_path: return "" diff --git a/tests/test_evaluator.py b/tests/test_evaluator.py index 9e810530..7812822c 100644 --- a/tests/test_evaluator.py +++ b/tests/test_evaluator.py @@ -827,3 +827,25 @@ def test_prompt_no_agent_diff_section_by_default() -> None: expected_dimensions=[{"name": "correctness", "title": "Correctness", "max_score": 25}], ) assert "## Agent diff" not in prompt + + +def test_prompt_procedure_is_diff_first_when_diff_present() -> None: + prompt = _build_evaluator_prompt( + instruction="Fix the bug", + criteria="Check correctness", + expected_dimensions=[{"name": "correctness", "title": "Correctness", "max_score": 25}], + agent_diff_path="/jobs/j1/trial/agent_changes.diff", + agent_diffstat=" x.cs | 1 -", + ) + assert "1. Start from the agent diff" in prompt + assert "## How to evaluate" in prompt + + +def test_prompt_procedure_is_workspace_first_without_diff() -> None: + prompt = _build_evaluator_prompt( + instruction="Fix the bug", + criteria="Check correctness", + expected_dimensions=[{"name": "correctness", "title": "Correctness", "max_score": 25}], + ) + assert "1. Use `Glob` to discover all output files in the workspace." in prompt + assert "Start from the agent diff" not in prompt From 06b35974870c93af427c83492ddefcf47c31e880 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 13:45:21 +0200 Subject: [PATCH 05/59] feat(cli): judge-matrix run plan for calibration round 2 - nasde eval gains --eval-model / --eval-backend per-run overrides, so a judge-model comparison matrix needs no nasde.toml edits between runs. - calibration_round2_run.sh: one-command matrix (claude-fable-5, claude-opus-4-8, gpt-5.5-codex; 13 trials x 3 judges x 3 reps), followed by the acceptance check and a results-export + commit into the nasde-results repo (push opt-in via NASDE_RESULTS_PUSH=1). - calibration_round2_check.py: the five stop conditions as executable assertions (repeatability std, cross-judge gap, Spearman + strict bucket separation vs the human reference ranking, dimension disjointness, pinned regression assertions incl. the #18/#20 cap and a WARN-level anti-gaming guard on high test_quality). - calibration_round2_restore.sh: rebuilds a trial dir from the calibration sink for trials whose local jobs/ artifacts are gone (URtZnzf, FjYQ3XQ) - workspace HEAD = base snapshot, agent diff applied uncommitted, result/config synthesized from metrics.json; both restores verified against workspace_diff.capture_patch. Co-Authored-By: Claude Fable 5 --- .../CALIBRATION_ROUND2_2026-07-07.md | 34 ++ .../calibration_round2_check.py | 331 ++++++++++++++++++ .../calibration_round2_restore.sh | 41 +++ .../calibration_round2_run.sh | 66 ++++ src/nasde_toolkit/cli.py | 22 ++ tests/test_cli.py | 31 ++ 6 files changed, 525 insertions(+) create mode 100644 examples/ddd-architectural-challenges/calibration_round2_check.py create mode 100755 examples/ddd-architectural-challenges/calibration_round2_restore.sh create mode 100755 examples/ddd-architectural-challenges/calibration_round2_run.sh diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md index 5865e8ce..d7ddb30c 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md @@ -129,6 +129,40 @@ check's wording, and re-run. `OfferModifiers.ChooseFor` (in v1, two suites with zero composition coverage scored 20/20). +## Judge-model matrix (round-2 run plan) + +The re-run doubles as a judge-model comparison. One command drives the whole thing: + +``` +./calibration_round2_run.sh # add NASDE_RESULTS_PUSH=1 to also push results +``` + +| Judge model | Backend | Why | +|---|---|---| +| `claude-fable-5` | claude | Newest Claude (Mythos-class tier above Opus) | +| `claude-opus-4-8` | claude | Newest Opus (v1 judged with opus-4-7) | +| `gpt-5.5` | codex | Best model confirmed available in the codex CLI as of the June trials — bump the `MATRIX` entry if a newer one ships | + +Mechanics (all implemented in this round): + +1. `calibration_round2_run.sh` assembles `jobs/calibration-round2/` — symlinks to the + 11 locally present reference trials plus **sink-restores** for the two whose local + job dirs are gone (`URtZnzf`, `FjYQ3XQ`): `calibration_round2_restore.sh` rebuilds + the evaluator contract from the calibration sink (workspace HEAD = base snapshot, + agent diff applied uncommitted, `result.json`/`config.json` synthesized from the + sink's `metrics.json`). Both restores verified against `workspace_diff.capture_patch`. +2. `nasde eval` runs 3× per judge via the new `--eval-model` / `--eval-backend` + overrides (13 trials × 3 judges × 3 reps = 117 judge runs). Evals append to the + trial dirs; the v2 task-level dimensions fingerprint keeps them in separate summary + groups per judge, never mixed with v1. +3. `calibration_round2_check.py` computes the acceptance criteria above mechanically + from `assessment_eval_*.json` (per judge model where applicable) and exits non-zero + on any FAIL — the loop's stop condition as an executable, not a judgment call. +4. `nasde results-export` copies the essence (metrics, scores, patches, trajectories) + to the `nasde-results` repo under `calibration-round2-ddd-weather-discount/`, + together with `acceptance_report.txt`, and commits — so the round's evidence + survives even if `jobs/` is cleared. + ## Procedure (calibration orchestrator) 1. `nasde eval` the existing job dirs — the evaluator picks up the task-level diff --git a/examples/ddd-architectural-challenges/calibration_round2_check.py b/examples/ddd-architectural-challenges/calibration_round2_check.py new file mode 100644 index 00000000..6e005111 --- /dev/null +++ b/examples/ddd-architectural-challenges/calibration_round2_check.py @@ -0,0 +1,331 @@ +"""Acceptance assertions for calibration round 2 (ddd-weather-discount, rubric v2). + +Computes the five loop stop-conditions from CALIBRATION_ROUND2_2026-07-07.md +mechanically, from assessment_eval_*.json files — no human in the loop for the +check itself. Every assertion is a falsifiable prediction derived from a +diagnosed v1 misfire, with a direction and a margin. + +Usage: + uv run python calibration_round2_check.py [--project-dir .] + +Exit code 0 = all criteria pass (v2 accepted), 1 = at least one FAIL. +""" + +from __future__ import annotations + +import argparse +import json +import statistics +import sys +from dataclasses import dataclass, field +from itertools import combinations +from pathlib import Path + +from nasde_toolkit.evaluator import _dimensions_fingerprint + +# Human-approved reference ranking (2026-07-07). Buckets: A exemplary, +# B good-with-flaws, C flawed modeling, D disqualified. +REFERENCE_BUCKETS: dict[str, str] = { + "SuuU3yh": "C", + "Kc8Es5k": "C", + "2yQqBnm": "B", + "3vwBnrU": "B", + "ZvSsnyg": "C", + "qHCAtXV": "B", + "Jyu9YsY": "C", + "aGTFmDh": "B", + "SnS5iHF": "B", + "4njch2w": "D", + "cE8V77t": "C", + "URtZnzf": "D", + "FjYQ3XQ": "A", +} +BUCKET_RANK = {"A": 4.0, "B": 3.0, "C": 2.0, "D": 1.0} + +# Margins (fractions of a dimension's max score). Chosen from the v1 empirical +# distribution: v1's worst within-judge std was 20% of scale and its worst +# cross-judge gap 35%, while FULL/PARTIAL/NONE check quantization implies a +# natural noise floor of roughly one check's half-step (~4-8%). +STD_LIMIT_FRACTION = 0.08 +GAP_LIMIT_FRACTION = 0.12 +SPEARMAN_MIN = 0.8 +DISJOINTNESS_MAX_ABS_R = 0.6 + + +@dataclass +class TrialEvals: + suffix: str + # evaluator_model -> list of eval dicts (v2 fingerprint only) + by_model: dict[str, list[dict]] = field(default_factory=dict) + + +@dataclass +class CheckResult: + criterion: str + passed: bool + detail: str + + +def _std(values: list[float]) -> float: + return statistics.stdev(values) if len(values) > 1 else 0.0 + + +def _pearson(xs: list[float], ys: list[float]) -> float: + if len(xs) != len(ys) or len(xs) < 2: + return 0.0 + mx, my = statistics.fmean(xs), statistics.fmean(ys) + cov = sum((x - mx) * (y - my) for x, y in zip(xs, ys, strict=True)) + sx = sum((x - mx) ** 2 for x in xs) ** 0.5 + sy = sum((y - my) ** 2 for y in ys) ** 0.5 + if sx == 0 or sy == 0: + return 0.0 + return cov / (sx * sy) + + +def _ranks_with_ties(values: list[float]) -> list[float]: + order = sorted(range(len(values)), key=lambda i: values[i]) + ranks = [0.0] * len(values) + i = 0 + while i < len(order): + j = i + while j + 1 < len(order) and values[order[j + 1]] == values[order[i]]: + j += 1 + average_rank = (i + j) / 2 + 1 + for k in range(i, j + 1): + ranks[order[k]] = average_rank + i = j + 1 + return ranks + + +def _spearman(xs: list[float], ys: list[float]) -> float: + return _pearson(_ranks_with_ties(xs), _ranks_with_ties(ys)) + + +def collect(job_dir: Path, fingerprint: str) -> list[TrialEvals]: + if not job_dir.is_dir(): + return [] + trials: list[TrialEvals] = [] + for trial_dir in sorted(job_dir.iterdir()): + if not (trial_dir / "result.json").exists(): + continue + suffix = trial_dir.name.rsplit("__", 1)[-1] + if suffix not in REFERENCE_BUCKETS: + continue + trial = TrialEvals(suffix=suffix) + for eval_path in sorted(trial_dir.glob("assessment_eval_*.json")): + data = json.loads(eval_path.read_text(encoding="utf-8")) + if data.get("dimensions_fingerprint") != fingerprint: + continue + trial.by_model.setdefault(data["evaluator_model"], []).append(data) + trials.append(trial) + return trials + + +def _dim_scores(evals: list[dict], name: str) -> list[float]: + return [float(d["score"]) for e in evals for d in e["dimensions"] if d["name"] == name] + + +def _dim_max(trials: list[TrialEvals], name: str) -> float: + for trial in trials: + for evals in trial.by_model.values(): + for e in evals: + for d in e["dimensions"]: + if d["name"] == name: + return float(d["max_score"]) + raise ValueError(f"dimension '{name}' not found in any evaluation") + + +def _dimension_names(trials: list[TrialEvals]) -> list[str]: + for trial in trials: + for evals in trial.by_model.values(): + for e in evals: + return [d["name"] for d in e["dimensions"]] + return [] + + +def _normalized_mean(trial: TrialEvals, model: str) -> float: + return statistics.fmean(float(e["normalized_score"]) for e in trial.by_model[model]) + + +def check_repeatability(trials: list[TrialEvals], dims: list[str]) -> CheckResult: + worst = ("", 0.0, 0.0) + for trial in trials: + for model, evals in trial.by_model.items(): + for dim in dims: + limit = STD_LIMIT_FRACTION * _dim_max(trials, dim) + std = _std(_dim_scores(evals, dim)) + if std - limit > worst[1] - worst[2]: + worst = (f"{trial.suffix}/{model}/{dim} std={std:.2f} (limit {limit:.2f})", std, limit) + passed = worst[1] <= worst[2] + return CheckResult("1. repeatability (std <= 8% of scale)", passed, worst[0] or "all within limit") + + +def check_cross_model_gap(trials: list[TrialEvals], dims: list[str]) -> CheckResult: + worst = ("", 0.0, 0.0) + for trial in trials: + models = list(trial.by_model) + for m1, m2 in combinations(models, 2): + for dim in dims: + limit = GAP_LIMIT_FRACTION * _dim_max(trials, dim) + gap = abs( + statistics.fmean(_dim_scores(trial.by_model[m1], dim)) + - statistics.fmean(_dim_scores(trial.by_model[m2], dim)) + ) + if gap - limit > worst[1] - worst[2]: + worst = (f"{trial.suffix}/{dim} {m1} vs {m2} gap={gap:.2f} (limit {limit:.2f})", gap, limit) + passed = worst[1] <= worst[2] + return CheckResult("2. judge-model agreement (gap <= 12% of scale)", passed, worst[0] or "all within limit") + + +def check_human_agreement(trials: list[TrialEvals]) -> list[CheckResult]: + results = [] + models = sorted({m for t in trials for m in t.by_model}) + for model in models: + scored = [t for t in trials if model in t.by_model] + totals = [_normalized_mean(t, model) for t in scored] + reference = [BUCKET_RANK[REFERENCE_BUCKETS[t.suffix]] for t in scored] + rho = _spearman(totals, reference) + by_bucket: dict[str, list[float]] = {} + for t, score in zip(scored, totals, strict=True): + by_bucket.setdefault(REFERENCE_BUCKETS[t.suffix], []).append(score) + separation_ok = all( + min(by_bucket.get(hi, [1.0])) > max(by_bucket.get(lo, [0.0])) + for hi, lo in [("A", "B"), ("B", "C"), ("C", "D")] + if hi in by_bucket and lo in by_bucket + ) + passed = rho >= SPEARMAN_MIN and separation_ok + results.append( + CheckResult( + f"3. human agreement [{model}]", + passed, + f"spearman={rho:.3f} (min {SPEARMAN_MIN}), bucket separation={'OK' if separation_ok else 'VIOLATED'}", + ) + ) + return results + + +def check_disjointness(trials: list[TrialEvals], dims: list[str]) -> list[CheckResult]: + results = [] + models = sorted({m for t in trials for m in t.by_model}) + for model in models: + scored = [t for t in trials if model in t.by_model] + vectors = {dim: [statistics.fmean(_dim_scores(t.by_model[model], dim)) for t in scored] for dim in dims} + worst = ("", 0.0) + for d1, d2 in combinations(dims, 2): + r = abs(_pearson(vectors[d1], vectors[d2])) + if r > worst[1]: + worst = (f"{d1}~{d2} |r|={r:.3f}", r) + passed = worst[1] <= DISJOINTNESS_MAX_ABS_R + results.append( + CheckResult(f"4. dimension disjointness [{model}]", passed, f"{worst[0]} (max {DISJOINTNESS_MAX_ABS_R})") + ) + return results + + +def check_regressions(trials: list[TrialEvals]) -> list[CheckResult]: + by_suffix = {t.suffix: t for t in trials} + results: list[CheckResult] = [] + + def add(name: str, passed: bool, detail: str) -> None: + results.append(CheckResult(f"5. regression: {name}", passed, detail)) + + for model in sorted({m for t in trials for m in t.by_model}): + fj = by_suffix.get("FjYQ3XQ") + if fj and model in fj.by_model: + scores = _dim_scores(fj.by_model[model], "model_fit") + mean, std = statistics.fmean(scores), _std(scores) + add(f"#21 model_fit >= 38 & std <= 4 [{model}]", mean >= 38 and std <= 4, f"mean={mean:.1f} std={std:.2f}") + + zv = by_suffix.get("ZvSsnyg") + if zv and model in zv.by_model: + ranked = sorted( + (t for t in trials if model in t.by_model), key=lambda t: _normalized_mean(t, model), reverse=True + ) + not_first = ranked[0].suffix != "ZvSsnyg" + mf = statistics.fmean(_dim_scores(zv.by_model[model], "model_fit")) + add( + f"#13 dethroned & model_fit <= 36 [{model}]", + not_first and mf <= 36, + f"rank1={ranked[0].suffix} model_fit={mf:.1f}", + ) + + for suffix, pr in (("4njch2w", 18), ("URtZnzf", 20)): + trial = by_suffix.get(suffix) + if trial and model in trial.by_model: + norm = _normalized_mean(trial, model) + restraint = statistics.fmean(_dim_scores(trial.by_model[model], "restraint")) + add( + f"#{pr} capped & restraint floored [{model}]", + norm <= 0.45 and restraint <= 8, + f"normalized={norm:.2f} restraint={restraint:.1f}", + ) + + # Anti-gaming guard: high test_quality demands manual confirmation of a + # composition test through OfferModifiers.ChooseFor — reported as WARN, + # since test presence is not mechanically decidable here. + for trial in trials: + if model in trial.by_model: + tq = statistics.fmean(_dim_scores(trial.by_model[model], "test_quality")) + if tq >= 18: + add( + f"WARN {trial.suffix} test_quality={tq:.1f} [{model}]", + True, + "verify composition test exists before trusting this score", + ) + + aG = by_suffix.get("aGTFmDh") + if aG and len(aG.by_model) >= 2: + means = [statistics.fmean(_dim_scores(evals, "model_fit")) for evals in aG.by_model.values()] + gap = max(means) - min(means) + add("#16 model_fit cross-model gap <= 6", gap <= 6, f"gap={gap:.1f}") + + return results + + +def main() -> int: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("job_dir", type=Path, help="Job dir containing the 13 reference trial dirs (symlinks OK).") + parser.add_argument("--project-dir", "-C", type=Path, default=Path("."), help="Evaluation project dir.") + args = parser.parse_args() + + dimensions_path = args.project_dir / "tasks" / "ddd-weather-discount" / "assessment_dimensions.json" + fingerprint = _dimensions_fingerprint(dimensions_path) + if not fingerprint: + print(f"ERROR: no dimensions file at {dimensions_path}") + return 1 + + trials = collect(args.job_dir, fingerprint) + evaluated = [t for t in trials if t.by_model] + if len(evaluated) < len(REFERENCE_BUCKETS): + missing = sorted(set(REFERENCE_BUCKETS) - {t.suffix for t in evaluated}) + print(f"WARNING: {len(evaluated)}/{len(REFERENCE_BUCKETS)} reference trials have v2 evals; missing: {missing}") + trials = evaluated + if not trials: + print("ERROR: no v2 evaluations found — run `nasde eval` first.") + return 1 + + dims = _dimension_names(trials) + checks: list[CheckResult] = [ + check_repeatability(trials, dims), + check_cross_model_gap(trials, dims), + *check_human_agreement(trials), + *check_disjointness(trials, dims), + *check_regressions(trials), + ] + + width = max(len(c.criterion) for c in checks) + failures = 0 + for c in checks: + status = "PASS" if c.passed else "FAIL" + if not c.passed: + failures += 1 + print(f"[{status}] {c.criterion.ljust(width)} {c.detail}") + if failures == 0: + print("\nACCEPTED: rubric v2 meets all stop conditions") + else: + print(f"\nREJECTED: {failures} criteria failed - diagnose, patch the specific check wording, re-run") + return 0 if failures == 0 else 1 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/examples/ddd-architectural-challenges/calibration_round2_restore.sh b/examples/ddd-architectural-challenges/calibration_round2_restore.sh new file mode 100755 index 00000000..8d20bf0b --- /dev/null +++ b/examples/ddd-architectural-challenges/calibration_round2_restore.sh @@ -0,0 +1,41 @@ +#!/bin/bash +# Restore a ddd-weather-discount trial dir from the calibration sink, for trials +# whose local jobs/ artifacts are gone (published PRs outlive local job dirs). +# +# Rebuilds the evaluator contract exactly: +# - workspace git where HEAD = start state (sink base branch) and the agent's +# work is applied UNCOMMITTED (diff base..calib, .calibration excluded), +# - minimal result.json / config.json synthesized from the sink's +# .calibration/metrics.json (task_id.path pinned to the local task dir). +# +# Usage: ./calibration_round2_restore.sh +set -euo pipefail +SUFFIX=${1:?trial suffix required (e.g. FjYQ3XQ)} +DEST_JOB=${2:?dest job dir required} +SINK_URL=${NASDE_SINK_URL:-https://github.com/NoesisVision/nasde-calibration.git} +BASE_BRANCH=base/itlibrium-DDD-starter-dotnet-7950712 +CALIB_BRANCH="calib/itlibrium-DDD-starter-dotnet-7950712/ddd-weather-discount__${SUFFIX}" + +TRIAL_DIR="$DEST_JOB/ddd-weather-discount__${SUFFIX}" +WS="$TRIAL_DIR/artifacts/workspace" +if [ -e "$TRIAL_DIR" ]; then echo "already exists: $TRIAL_DIR"; exit 0; fi +mkdir -p "$WS" + +git -C "$WS" init -q +git -C "$WS" fetch -q --depth 1 "$SINK_URL" \ + "$BASE_BRANCH:refs/heads/sink-base" \ + "$CALIB_BRANCH:refs/heads/sink-calib" +git -C "$WS" checkout -q sink-base + +# Agent's work as uncommitted changes (evaluator/publisher convention). +git -C "$WS" diff sink-base sink-calib -- . ':(exclude).calibration' | git -C "$WS" apply + +# Trial metadata from the sink's calibration bundle. +git -C "$WS" show "sink-calib:.calibration/metrics.json" > "$TRIAL_DIR/metrics.json" +jq '{task_name, source, trial_name, started_at, finished_at, + task_id: {path: "tasks/ddd-weather-discount"}, + verifier_result: {rewards: {reward: .harbor_reward}}}' \ + "$TRIAL_DIR/metrics.json" > "$TRIAL_DIR/result.json" +jq '{agent: {name: .agent_name}}' "$TRIAL_DIR/metrics.json" > "$TRIAL_DIR/config.json" + +echo "restored: $TRIAL_DIR (workspace HEAD = start state, agent diff uncommitted)" diff --git a/examples/ddd-architectural-challenges/calibration_round2_run.sh b/examples/ddd-architectural-challenges/calibration_round2_run.sh new file mode 100755 index 00000000..8982e2b8 --- /dev/null +++ b/examples/ddd-architectural-challenges/calibration_round2_run.sh @@ -0,0 +1,66 @@ +#!/bin/bash +# Calibration round 2 — judge-model matrix on the 13 reference trials. +# +# Matrix (edit MATRIX below to swap models): +# claude-fable-5 × claude backend (newest Claude, Mythos-class) +# claude-opus-4-8 × claude backend (newest Opus) +# gpt-5.5 × codex backend (best model confirmed available in +# codex CLI as of the June trials; check +# `codex exec --model` options and bump +# here if a newer one ships) +# +# Volume: 13 trials x 3 judges x 3 reps = 117 judge runs. Evals append to the +# original trial dirs as assessment_eval_.json; the v2 task-level dimensions +# give them a fresh fingerprint, so summaries never mix them with v1 groups. +# +# Steps: build symlink job dir -> run matrix -> acceptance check -> export to +# nasde-results -> commit (push with NASDE_RESULTS_PUSH=1). +set -euo pipefail +cd "$(dirname "$0")" + +JOB=jobs/calibration-round2 +TRIALS=(SuuU3yh Kc8Es5k 2yQqBnm 3vwBnrU ZvSsnyg qHCAtXV Jyu9YsY aGTFmDh SnS5iHF 4njch2w cE8V77t URtZnzf FjYQ3XQ) +MATRIX=( + "claude-fable-5 claude" + "claude-opus-4-8 claude" + "gpt-5.5 codex" +) +RESULTS_REPO="${NASDE_RESULTS_DIR:-$(pwd)/../../../nasde-results}" +EXPORT_DIR="$RESULTS_REPO/calibration-round2-ddd-weather-discount" + +# --- 1. assemble the reference job dir -------------------------------------- +# Local trials are symlinked; trials whose job dirs are gone (URtZnzf, FjYQ3XQ +# ran elsewhere) are restored from the calibration sink. +mkdir -p "$JOB" +for t in "${TRIALS[@]}"; do + [ -e "$JOB/ddd-weather-discount__${t}" ] && continue + src=$(find jobs -maxdepth 2 -type d -name "ddd-weather-discount__${t}" -not -path "*/calibration-round2/*" | head -1) + if [ -n "$src" ]; then + ln -sfn "$(pwd)/$src" "$JOB/ddd-weather-discount__${t}" + else + echo "trial ${t} not in local jobs/ — restoring from the calibration sink" + ./calibration_round2_restore.sh "$t" "$JOB" + fi +done +echo "Job dir ready: $JOB ($(ls "$JOB" | wc -l | tr -d ' ') trials)" + +# --- 2. judge matrix ---------------------------------------------------------- +for entry in "${MATRIX[@]}"; do + read -r model backend <<< "$entry" + echo "=== judge: $model ($backend) ===" + uv run nasde eval "$JOB" -C . --eval-model "$model" --eval-backend "$backend" --eval-repetitions 3 +done + +# --- 3. acceptance assertions (stop conditions) -------------------------------- +uv run python calibration_round2_check.py "$JOB" -C . || CHECK_FAILED=1 + +# --- 4. export results + commit (results survive even if jobs/ is cleared) ----- +uv run nasde results-export "$JOB" --to "$EXPORT_DIR" -C . +cp calibration_round2_check.py "$EXPORT_DIR/" 2>/dev/null || true +uv run python calibration_round2_check.py "$JOB" -C . > "$EXPORT_DIR/acceptance_report.txt" || true +git -C "$RESULTS_REPO" add calibration-round2-ddd-weather-discount +git -C "$RESULTS_REPO" commit -m "calibration round 2: judge matrix (fable-5 / opus-4.8 / gpt-5.5-codex) on 13 ddd-weather-discount trials, rubric v2 + acceptance report" +echo "Committed to $RESULTS_REPO." +if [ "${NASDE_RESULTS_PUSH:-0}" = "1" ]; then git -C "$RESULTS_REPO" push; fi + +exit "${CHECK_FAILED:-0}" diff --git a/src/nasde_toolkit/cli.py b/src/nasde_toolkit/cli.py index f511993e..6dcb9430 100644 --- a/src/nasde_toolkit/cli.py +++ b/src/nasde_toolkit/cli.py @@ -82,6 +82,17 @@ def _override_eval_repetitions(config: ProjectConfig, eval_repetitions: int | No config.evaluation.eval_repetitions = eval_repetitions +def _override_eval_judge(config: ProjectConfig, model: str | None, backend: str | None) -> None: + """Apply per-run judge overrides (judge-model comparison matrices).""" + if backend is not None: + if backend not in ("claude", "codex"): + console.print(f"[red]ERROR: --eval-backend must be 'claude' or 'codex', got '{backend}'.[/red]") + raise typer.Exit(1) + config.evaluation.backend = backend + if model is not None: + config.evaluation.model = model + + @app.callback(invoke_without_command=True) def main( ctx: typer.Context, @@ -369,6 +380,16 @@ def eval_command( "--eval-repetitions", help="Judge evaluations per trial (default: from nasde.toml [evaluation], fallback 3).", ), + eval_model: str | None = typer.Option( + None, + "--eval-model", + help="Override the judge model from nasde.toml [evaluation] for this run (judge-model comparison matrices).", + ), + eval_backend: str | None = typer.Option( + None, + "--eval-backend", + help="Override the judge backend for this run: claude | codex.", + ), project_dir: Path = typer.Option( Path("."), "--project-dir", @@ -382,6 +403,7 @@ def eval_command( config = load_project_config(project_dir.resolve()) _override_eval_repetitions(config, eval_repetitions) + _override_eval_judge(config, eval_model, eval_backend) from nasde_toolkit.banner import print_banner diff --git a/tests/test_cli.py b/tests/test_cli.py index 79f3024f..7475b263 100644 --- a/tests/test_cli.py +++ b/tests/test_cli.py @@ -248,3 +248,34 @@ def test_pricing_show_source_column(tmp_path: Path) -> None: assert "Layer" in result.output assert "project" in result.output assert "bundled" in result.output + + +def test_override_eval_judge_sets_model_and_backend() -> None: + from nasde_toolkit.cli import _override_eval_judge + from nasde_toolkit.config import EvaluationConfig, ProjectConfig + + config = ProjectConfig(name="test", evaluation=EvaluationConfig()) + _override_eval_judge(config, model="claude-fable-5", backend="codex") + assert config.evaluation.model == "claude-fable-5" + assert config.evaluation.backend == "codex" + + +def test_override_eval_judge_none_keeps_config_defaults() -> None: + from nasde_toolkit.cli import _override_eval_judge + from nasde_toolkit.config import EvaluationConfig, ProjectConfig + + config = ProjectConfig(name="test", evaluation=EvaluationConfig(model="m0", backend="claude")) + _override_eval_judge(config, model=None, backend=None) + assert config.evaluation.model == "m0" + assert config.evaluation.backend == "claude" + + +def test_override_eval_judge_rejects_unknown_backend() -> None: + import typer + + from nasde_toolkit.cli import _override_eval_judge + from nasde_toolkit.config import EvaluationConfig, ProjectConfig + + config = ProjectConfig(name="test", evaluation=EvaluationConfig()) + with pytest.raises(typer.Exit): + _override_eval_judge(config, model=None, backend="gemini") From 760f1974538bcd9b122704bd1ce4b6e1d94f7c6c Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 14:05:18 +0200 Subject: [PATCH 06/59] fix(evaluator): don't hard-fail auth preflight when env credentials absent validate_auth demanded ANTHROPIC_API_KEY/CLAUDE_CODE_OAUTH_TOKEN even though the backend deliberately omits --bare precisely so the claude CLI can read OAuth from the keychain (subscription accounts) - the preflight contradicted the documented design and blocked keychain-authenticated runs. Downgraded to an informational note; a truly unauthenticated CLI still fails loudly on the first evaluation call. Co-Authored-By: Claude Fable 5 --- .../evaluator_backends/claude_subprocess.py | 10 ++++++++-- tests/test_evaluator_backends.py | 8 +++++--- 2 files changed, 13 insertions(+), 5 deletions(-) diff --git a/src/nasde_toolkit/evaluator_backends/claude_subprocess.py b/src/nasde_toolkit/evaluator_backends/claude_subprocess.py index 064e001e..fc384ee2 100644 --- a/src/nasde_toolkit/evaluator_backends/claude_subprocess.py +++ b/src/nasde_toolkit/evaluator_backends/claude_subprocess.py @@ -62,11 +62,17 @@ def validate_cli_installed(self) -> None: raise SystemExit(1) def validate_auth(self) -> None: + # No env credentials is NOT fatal: this backend deliberately omits + # --bare so the claude CLI can read OAuth tokens from the keychain + # (subscription accounts). If the CLI truly has no auth, the + # evaluation subprocess fails loudly on its first call. has_api_key = bool(os.environ.get("ANTHROPIC_API_KEY")) has_oauth = bool(os.environ.get("CLAUDE_CODE_OAUTH_TOKEN")) if not has_api_key and not has_oauth: - console.print("[red]ERROR: Set ANTHROPIC_API_KEY or CLAUDE_CODE_OAUTH_TOKEN[/red]") - raise SystemExit(1) + console.print( + "[dim]No ANTHROPIC_API_KEY / CLAUDE_CODE_OAUTH_TOKEN in the environment — " + "relying on the claude CLI's keychain OAuth.[/dim]" + ) def _build_command_with_skills( self, diff --git a/tests/test_evaluator_backends.py b/tests/test_evaluator_backends.py index 08d389ef..b197f3b3 100644 --- a/tests/test_evaluator_backends.py +++ b/tests/test_evaluator_backends.py @@ -66,12 +66,14 @@ def test_claude_backend_validate_auth_succeeds_with_oauth(monkeypatch: pytest.Mo backend.validate_auth() -def test_claude_backend_validate_auth_fails_without_credentials(monkeypatch: pytest.MonkeyPatch) -> None: +def test_claude_backend_validate_auth_tolerates_missing_env_credentials(monkeypatch: pytest.MonkeyPatch) -> None: + # Keychain OAuth (subscription accounts) is invisible to the environment; + # validate_auth must not hard-fail — the subprocess fails loudly if the + # CLI truly has no auth. monkeypatch.delenv("ANTHROPIC_API_KEY", raising=False) monkeypatch.delenv("CLAUDE_CODE_OAUTH_TOKEN", raising=False) backend = ClaudeSubprocessBackend() - with pytest.raises(SystemExit): - backend.validate_auth() + backend.validate_auth() def test_claude_backend_builds_command(tmp_path: Path) -> None: From cb7e275ad8c10e30d3388eff3cf47ad9b9a3acdd Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 21:30:06 +0200 Subject: [PATCH 07/59] docs(calibration): pending v2.1 rubric proposal + live round-2 state Durable record of the measured v2.0 ordering defects (top tie #21/#16, B/C inversion #13>#14 confirmed on n=2 means), the check-level cause matrix from Fable's reasoning, three surgical M1/M4/M5 edit proposals with a simulation restoring the exact human reference order, and the application protocol (corroborate with cheaper judges first, fingerprint bump on apply). NOT applied - owner gated. Co-Authored-By: Claude Fable 5 --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 100 ++++++++++++++++++ 1 file changed, 100 insertions(+) create mode 100644 examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md new file mode 100644 index 00000000..3e7af5d5 --- /dev/null +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -0,0 +1,100 @@ +# PENDING rubric v2.1 proposal — ddd-weather-discount (status 2026-07-07) + +**Not applied.** Owner's decision: finish the Fable subset first, then corroborate the +check-level verdicts with cheaper judge models (Sonnet/Opus) BEFORE editing the rubric. +This file is the durable record of the proposal + the round's live state, in case the +working session's context is lost. + +## Live state of the Fable subset (model claude-fable-5, dimensions fingerprint 8e0d00bfd8df) + +5 stratified trials × 2 reps planned; evals append to trial dirs under +`jobs/calibration-round2/` (11 symlinks + 2 sink-restores; `jobs/` is gitignored). +One eval ≈ 12–21 min, ≈ 40% of a Max-5x 5h window → manual per-eval gating +(`scratchpad/fable-one.sh `), NO loops without the owner's go. + +| Trial | PR | Bucket | rep 1 | rep 2 | mean | per-dim (mf/re/tq) | +|---|---|:---:|:---:|:---:|:---:|---| +| FjYQ3XQ | #21 | A | 0.59 | pending | — | 33/16/10 | +| aGTFmDh | #16 | B | 0.59 | running | — | 26/22/11 | +| qHCAtXV | #14 | B | 0.49 | 0.51 | 0.500 | 23-25/20/6 | +| ZvSsnyg | #13 | C | 0.55 | 0.55 | 0.550 | 30/19/6 (identical reps) | +| 4njch2w | #18 | D | 0.45 | 0.44 | 0.445 | 29-30/5/10, precheck cap 0.45 standby | + +Repeatability so far: all |Δ| within limits (worst: model_fit Δ2 on #14 — M7 verdict +wobble). v1 comparison: same five scored 0.77/0.72/0.70/0.94/0.84 (order inverted in +two places); v2.0 fixes the poles but shows two ordering defects (below). + +## Two measured ordering defects of rubric v2.0 + +1. **Top tie**: #21 (A) == #16 (B) == 0.59 at n=1. #21 wins model_fit (33 vs 26), loses + restraint (16 vs 22 — its List→IEnumerable rewrite + OfferModifier.cs off-touchpoint + + AGENTS.md). +2. **B/C inversion (confirmed on n=2 means)**: #13 (C) 0.550 > #14 (B) 0.500. + +## Check-level cause matrix (from Fable's reasoning, verdicts stable across reps) + +| Check | #21 (A) | #16 (B) | #14 (B) | #13 (C) | +|---|:---:|:---:|:---:|:---:| +| M1 closure & purity | FULL | PARTIAL (seq. await) | PARTIAL (seq. await) | FULL | +| M2 policy in factory | FULL | FULL | FULL | FULL | +| M3 canonical type | PARTIAL | PARTIAL | PARTIAL | PARTIAL | +| M4 no phantoms | PARTIAL (empty aggregate) | PARTIAL (0%-guard in ApplyOn) | PARTIAL | PARTIAL | +| M5 explicit interaction | NONE (silent, after) | PARTIAL (after, stated in comment) | NONE (silent, after) | NONE (**before** the chain) | +| M6 failure ≠ measurement | **FULL** (Unavailable state) | NONE | NONE | NONE | +| M7 proportionate seam | PARTIAL | PARTIAL | PARTIAL↔FULL (wobble) | FULL | + +## Proposed v2.1 edits (three, surgical — NOT applied) + +1. **M1**: sequential-instead-of-parallel awaiting stops degrading to PARTIAL (style + note at FULL); PARTIAL reserved for closures capturing more than resolved values. + Rationale: the hard invariant (once, value-closed, pure) is fully met — half the + heaviest check for a style nuance is disproportionate. Effect: +5 for #14 and #16. +2. **M5**: introduce a middle tier — PARTIAL for stacking applied AFTER the existing + chain (silent or stated); NONE reserved for application BEFORE the chain (feeding + discounted quotes into IndividualSalesConditions' min()) or tests canonizing + compounding. Rationale: v2.0's floor equates two qualitatively different sins; the + owner's review ranked before-the-chain as the worst variant. Effect: +3 for #21 and + #14; #13 stays 0; #16 unchanged (already PARTIAL via stated comment). +3. **M4**: rules filtered in the factory against once-fetched conditions with an + always-present (possibly empty) SHARED aggregate upgrades to FULL; PARTIAL reserved + for self-disabling modifiers (condition inside ApplyOn); NONE for named null-object + classes. Rationale: the owner called #21's shape "the only implementation of the + recipe: add to the aggregation ONLY when the weather qualifies". Effect: +4 for #21. + +## Simulation on the already-collected verdicts (no new evals needed) + +``` + v2.0 measured v2.1 simulated reference bucket +#21 0.59 0.66 A (1st) +#16 0.59 <- tie 0.64 B +#14 0.500 <- below C 0.58 B +#13 0.550 0.55 C +#18 0.445 (cap) 0.445 (cap) D (last) +``` + +Order under v2.1 = exactly the human reference, with sane gaps. Caveats: +(a) #16/#21 rows rest on n=1 until their second reps land; (b) simulation reuses +v2.0 verdicts — a live v2.1 confirmation run is still required before acceptance. + +## Application protocol (when approved) + +1. Corroborate the M1/M5/M4 verdict patterns with a cheaper judge (Sonnet full 13×2 + pass planned; Opus 4.8 and codex subset later - judge-matrix in + CALIBRATION_ROUND2_2026-07-07.md). +2. Edit `tasks/ddd-weather-discount/assessment_criteria.md` (checks M1, M4, M5 only). +3. **Bump the version marker inside `assessment_dimensions.json`** (e.g. suffix in a + description) — criteria edits do NOT change the fingerprint by themselves, and + without a bump v2.1 evals would silently mix into v2.0 summary groups (same + confound class the owner vetoed for max_turns; note: evaluator params like + max_turns are not fingerprinted at all — recording them in eval JSONs is a separate + TODO on PR #75). +4. Re-run the acceptance assertions (`calibration_round2_check.py`) on the v2.1 group. + +## Other fixed decisions of this round (owner-approved) + +- max_turns stays 60 — comparability with existing evals; no criteria "reading + economy" edits either. +- Judge cost reality: ~40% of a 5h Max-5x window per Fable eval → full plans only + after Max 20x; cheap-model statistics first. +- Reference buckets: A={FjYQ3XQ}, B={2yQqBnm,3vwBnrU,qHCAtXV,aGTFmDh,SnS5iHF}, + C={SuuU3yh,Kc8Es5k,ZvSsnyg,Jyu9YsY,cE8V77t}, D={4njch2w,URtZnzf}. From 68d675886345a8951b368b883f23dbc178c3bf79 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 21:31:58 +0200 Subject: [PATCH 08/59] chore(calibration): preserve the manual-gating eval helpers from round 2 The three scripts actually used to drive the budget-constrained Fable subset (previously session-scratchpad only, promoted so they survive): - calibration_round2_eval_one.sh : exactly ONE evaluation of one trial (per-eval manual gating: run -> discuss -> owner decides). - calibration_round2_fable_subset.sh: the 5-trial x 2-rep subset driver (counts existing v2 fable evals, tops up at concurrency 1, sleeps out exhausted subscription windows). - calibration_round2_stop_after_one.sh: watchdog that kills the driver the moment one new eval lands (converts a running loop into a single step without wasting the in-flight evaluation). Paths made repo-relative; see CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md for the live round state these operate on. Co-Authored-By: Claude Fable 5 --- .../calibration_round2_eval_one.sh | 20 ++++++ .../calibration_round2_fable_subset.sh | 70 +++++++++++++++++++ .../calibration_round2_stop_after_one.sh | 38 ++++++++++ 3 files changed, 128 insertions(+) create mode 100755 examples/ddd-architectural-challenges/calibration_round2_eval_one.sh create mode 100755 examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh create mode 100755 examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh diff --git a/examples/ddd-architectural-challenges/calibration_round2_eval_one.sh b/examples/ddd-architectural-challenges/calibration_round2_eval_one.sh new file mode 100755 index 00000000..435c163c --- /dev/null +++ b/examples/ddd-architectural-challenges/calibration_round2_eval_one.sh @@ -0,0 +1,20 @@ +#!/bin/bash +# ONE Fable evaluation on a single trial (cost-bounded iteration). +# Usage: fable-one.sh +set -u +export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" +cd "$(dirname "$0")" +SUFFIX=${1:?suffix} +TMPJOB=jobs/calibration-round2-one +rm -rf "$TMPJOB"; mkdir -p "$TMPJOB" +TRIAL=$(cd "jobs/calibration-round2/ddd-weather-discount__${SUFFIX}" && pwd -P) +ln -sfn "$TRIAL" "$TMPJOB/ddd-weather-discount__${SUFFIX}" +uv run nasde eval "$TMPJOB" -C . --eval-model claude-fable-5 --eval-backend claude \ + --eval-repetitions 1 --max-concurrent-eval 1 +rc=$? +latest=$(ls -t "$TRIAL"/assessment_eval_*.json 2>/dev/null | head -1) +if [ -n "$latest" ]; then + echo "=== wynik ===" + jq -c '{model: .evaluator_model, normalized: .normalized_score, dims: [.dimensions[] | {(.name): .score}], cap: .precheck.normalized_score_cap, cap_applied: .precheck.normalized_score_cap_applied, duration_sec}' "$latest" +fi +exit $rc diff --git a/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh b/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh new file mode 100755 index 00000000..c1737825 --- /dev/null +++ b/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh @@ -0,0 +1,70 @@ +#!/bin/bash +# Fable subset pass — approved plan 2026-07-07: +# 5 stratified trials x 2 reps, max_turns untouched (comparability), +# concurrency 1, zero-progress => sleep 20 min (window reset), resume. +# Run ONLY after Max 20x is active. +set -u +export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" +cd "$(dirname "$0")" + +FP=8e0d00bfd8df +MODEL=claude-fable-5 +TARGET=2 +SUBSET=(FjYQ3XQ 4njch2w ZvSsnyg aGTFmDh qHCAtXV) # A, D, C-lider-v1, B-rozstrzał, B-zaniżony +JOB=jobs/calibration-round2 +TMPJOB=jobs/calibration-round2-fable-topup +MAX_STALLS=24 + +count_evals() { + local dir=$1 n=0 f + for f in "$dir"/assessment_eval_*.json; do + [ -e "$f" ] || continue + if jq -e --arg fp "$FP" --arg m "$MODEL" \ + 'select(.dimensions_fingerprint==$fp and .evaluator_model==$m)' "$f" >/dev/null 2>&1; then + n=$((n+1)) + fi + done + echo "$n" +} + +missing_total() { + local total=0 t d n + for t in "${SUBSET[@]}"; do + d="$JOB/ddd-weather-discount__${t}" + [ -e "$d" ] || { echo "ERROR: brak triala $t w $JOB" >&2; exit 1; } + n=$(count_evals "$d") + [ "$n" -lt "$TARGET" ] && total=$((total + TARGET - n)) + done + echo "$total" +} + +stalls=0 +while true; do + rm -rf "$TMPJOB"; mkdir -p "$TMPJOB" + before=$(missing_total) + [ "$before" -eq 0 ] && break + for t in "${SUBSET[@]}"; do + d="$JOB/ddd-weather-discount__${t}" + n=$(count_evals "$d") + if [ "$n" -lt "$TARGET" ]; then + ln -sfn "$(cd "$d" && pwd -P)" "$TMPJOB/$(basename "$d")" + fi + done + echo "[$(date '+%F %T')] brakuje $before ocen (subset 5x$TARGET) — pass" + uv run nasde eval "$TMPJOB" -C . \ + --eval-model "$MODEL" --eval-backend claude \ + --eval-repetitions 1 --max-concurrent-eval 1 || true + after=$(missing_total) + echo "[$(date '+%F %T')] pass: $before -> $after" + if [ "$after" -ge "$before" ]; then + stalls=$((stalls+1)) + [ "$stalls" -ge "$MAX_STALLS" ] && { echo "GIVING UP po $stalls jałowych passach"; exit 1; } + echo "brak postępu (stall $stalls/$MAX_STALLS) — okno wyczerpane; sen 20 min" + sleep 1200 + else + stalls=0 + fi +done + +echo "[$(date '+%F %T')] DONE: subset 5 triali x $TARGET oceny Fable" +uv run python calibration_round2_check.py "$JOB" -C . || true diff --git a/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh b/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh new file mode 100755 index 00000000..b0fda6c2 --- /dev/null +++ b/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh @@ -0,0 +1,38 @@ +#!/bin/bash +# Watchdog: kill the fable-driver loop the moment ONE new eval lands on disk, +# so the in-flight evaluation is not wasted but no further one runs. +set -u +export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" +cd "$(dirname "$0")" +FP=8e0d00bfd8df +MODEL=claude-fable-5 +SUBSET=(FjYQ3XQ 4njch2w ZvSsnyg aGTFmDh qHCAtXV) + +count() { + local total=0 t f + for t in "${SUBSET[@]}"; do + for f in "jobs/calibration-round2/ddd-weather-discount__${t}"/assessment_eval_*.json; do + [ -e "$f" ] || continue + jq -e --arg fp "$FP" --arg m "$MODEL" \ + 'select(.dimensions_fingerprint==$fp and .evaluator_model==$m)' "$f" >/dev/null 2>&1 && total=$((total+1)) + done + done + echo "$total" +} + +BASE=$(count) +echo "watchdog: baseline $BASE evals; waiting for +1" +while true; do + cur=$(count) + if [ "$cur" -gt "$BASE" ]; then + echo "watchdog: eval landed ($BASE -> $cur) — stopping the loop" + pkill -TERM -f "fable-driver.sh" 2>/dev/null || true + sleep 1 + pkill -TERM -f "nasde eval jobs/calibration-round2-fable-topup" 2>/dev/null || true + sleep 1 + pkill -TERM -f -- "claude -p --output-format json" 2>/dev/null || true + echo "watchdog: stopped; total $MODEL evals on subset: $cur" + exit 0 + fi + sleep 15 +done From a025b9d76436fceba562f51618d9738c4fbcddd8 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 21:54:49 +0200 Subject: [PATCH 09/59] docs(calibration): fable subset complete (10/10) - formal check 5 PASS / 2 FAIL, both FAILs = the two defects the pending v2.1 edits target Co-Authored-By: Claude Fable 5 --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 30 +++++++++++++++---- 1 file changed, 24 insertions(+), 6 deletions(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index 3e7af5d5..e07ca46e 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -12,13 +12,31 @@ working session's context is lost. One eval ≈ 12–21 min, ≈ 40% of a Max-5x 5h window → manual per-eval gating (`scratchpad/fable-one.sh `), NO loops without the owner's go. -| Trial | PR | Bucket | rep 1 | rep 2 | mean | per-dim (mf/re/tq) | +| Trial | PR | Bucket | rep 1 | rep 2 | mean | per-dim means (mf/re/tq) | |---|---|:---:|:---:|:---:|:---:|---| -| FjYQ3XQ | #21 | A | 0.59 | pending | — | 33/16/10 | -| aGTFmDh | #16 | B | 0.59 | running | — | 26/22/11 | -| qHCAtXV | #14 | B | 0.49 | 0.51 | 0.500 | 23-25/20/6 | -| ZvSsnyg | #13 | C | 0.55 | 0.55 | 0.550 | 30/19/6 (identical reps) | -| 4njch2w | #18 | D | 0.45 | 0.44 | 0.445 | 29-30/5/10, precheck cap 0.45 standby | +| FjYQ3XQ | #21 | A | 0.59 | 0.61 | 0.600 | 34.0 / 16 / 10 | +| aGTFmDh | #16 | B | 0.59 | 0.61 | 0.600 | 27.0 / 22 / 11 | +| qHCAtXV | #14 | B | 0.49 | 0.51 | 0.500 | 24.0 / 20 / 6 | +| ZvSsnyg | #13 | C | 0.55 | 0.55 | 0.550 | 30.0 / 19 / 6 (identical reps) | +| 4njch2w | #18 | D | 0.45 | 0.44 | 0.445 | 29.5 / 5 / 10, precheck cap standby | + +**SUBSET COMPLETE (10/10). Formal check verdict (calibration_round2_check.py):** + +``` +[PASS] repeatability worst std 1.41/50 = 2.8% of scale (v1 worst: 20%) +[PASS] judge-model gap n/a with one judge (passes trivially) +[FAIL] human agreement spearman 0.763 < 0.8; separation violated: + #21 == #16 == 0.600 (A/B tie), #13 0.550 > #14 0.500 (C>B) +[PASS] disjointness worst |r| = 0.372 (mf~tq); mf~re -0.34, re~tq -0.30 (n=5!) +[FAIL] #21 model_fit>=38 mean 34.0 (v2.1 simulation lifts it to 41) +[PASS] #13 dethroned rank 3, model_fit 30 <= 36 +[PASS] #18 cap+floor normalized 0.445 <= 0.45, restraint 5 <= 8 +[ OK] anti-gaming guard silent (max test_quality 11 < 18) +``` + +Both FAILs are exactly the two v2.0 defects the pending M1/M4/M5 edits address; the +v2.1 simulation (below) restores strict reference order. Next per owner's decision: +corroborate verdict patterns with a cheaper judge before applying any edit. Repeatability so far: all |Δ| within limits (worst: model_fit Δ2 on #14 — M7 verdict wobble). v1 comparison: same five scored 0.77/0.72/0.70/0.94/0.84 (order inverted in From 67739b754cb2b70bfc3a78617d4431d69111d866 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 22:10:27 +0200 Subject: [PATCH 10/59] calibrate(ddd-weather-discount): rubric v2.1 - M1/M4/M5 recalibrated from the Fable subset Three surgical edits, each fixing a measured v2.0 ordering defect (10/10 subset evals, check-level verdicts stable across reps): - M1: sequential-instead-of-parallel awaiting no longer degrades to PARTIAL (style note at FULL); PARTIAL reserved for closures capturing unresolved dependencies. v2.0 priced a style nuance at half the heaviest check, dragging solid trials (#14, #16) below flawed ones. - M4: factory-filtered rules with an always-present but possibly-empty SHARED aggregate now earn FULL - that shape IS the owner's recipe ("add to the aggregation only when the weather qualifies"); PARTIAL reserved for self-disabling modifiers deciding inside ApplyOn. - M5: middle tier added - PARTIAL for stacking AFTER the existing chain (silent or comment-stated), NONE reserved for applying BEFORE the chain (feeding min()) or tests canonizing compounding. v2.0's floor equated two qualitatively different sins, hiding #13's worst-variant ordering behind #14's conservative default. assessment_dimensions.json carries a rubric_version marker so the fingerprint changes: v2.1 evaluations form their own summary groups, never mixed with v2.0 (same confound-isolation rule as for evaluator params). Simulation on collected verdicts: order becomes 0.66/0.64/ 0.58/0.55/0.445 = exactly the human reference buckets (Spearman 1.0); live v2.1 confirmation run pending (Fable after window reset, Opus back-to-back before/after comparison planned). Co-Authored-By: Claude Fable 5 --- .../assessment_criteria.md | 32 +++++++++++++------ .../assessment_dimensions.json | 1 + 2 files changed, 23 insertions(+), 10 deletions(-) diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index 2ae74ab3..bed35528 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -1,4 +1,9 @@ -# Assessment Criteria: Weather-Based Discount (v2, calibrated 2026-07) +# Assessment Criteria: Weather-Based Discount (v2.1, calibrated 2026-07) + +v2.1 recalibrates three model_fit checks (M1, M4, M5) from the measured Fable subset +(see CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md): style is no longer priced as an +invariant (M1), the factory-filtered empty-aggregate shape earns full credit (M4), +and stacking-after is separated from applying-before-the-chain (M5). This task uses its own dimension set (task-level `assessment_dimensions.json`): **model_fit (0–50)**, **restraint (0–25)**, **test_quality (0–25)**. The rubric is a @@ -61,10 +66,11 @@ returned modifier closes over the resolved **value** — no provider reference e past the factory boundary. `ApplyOn` stays `[Pure]`: no I/O, no async, no sync-over-async anywhere in the application path. Needing memoization/caching to avoid repeated calls is itself evidence the state was closed in the wrong place. -- FULL: single upfront fetch (ideally parallel with other I/O, matching the house - tuple-await style), value-closed modifier, pure application. -- PARTIAL: single fetch per calculation but awaited sequentially where the house style - is parallel, or the closure captures a provider it no longer needs. +- FULL: single upfront fetch, value-closed modifier, pure application. Sequential + instead of parallel awaiting is a style note — mention it, do NOT deduct for it: + this invariant is about closure and purity, not await shape. +- PARTIAL: no fetch is reachable from the application path, but the closure captures + a provider (or other unresolved dependency) it no longer needs. - NONE: any fetch reachable from `ApplyOn` (lazy, per-quote, `.Result`/`.Wait()`). **M2 (0–9) — Policy is assembled in the factory.** The weather discount is composed @@ -96,10 +102,13 @@ modifier to the aggregation ONLY when the weather qualifies. A `NoDiscount` / `NoOfferModifier` null-object class **has no reason to exist** — it comes from over-engineering. Quotes must never pass through dead modifiers: `Quotes` may later be used to explain which discounts were applied. -- FULL: conditional composition in the factory (e.g., rules filtered against the - once-fetched conditions before aggregation); no null-object class anywhere. +- FULL: conditional composition in the factory — rules/discounts filtered against the + once-fetched conditions BEFORE aggregation; no null-object class anywhere. An + always-present but possibly-empty SHARED aggregate (e.g. an empty + `AggregatedModifier`) does not spoil FULL: the qualification decision already + happened in the factory and quotes never traverse a phantom modifier. - PARTIAL: no null-object class, but a self-disabling modifier is always present in the - chain (condition checked inside `ApplyOn`, or an always-included empty aggregate). + chain (the qualification condition is evaluated inside `ApplyOn`). - NONE: a named null-object class is introduced and unconditionally aggregated. **M5 (0–7) — Explicit interaction with existing discounts.** The model must NOT @@ -109,8 +118,11 @@ silently assume the weather discount stacks on top of the whole offer. The decis Application order matters: applying weather BEFORE special offers feeds discounted quotes into `IndividualSalesConditions`' `min()` comparisons — score NONE for that. - FULL: interaction decision explicit and consistent with the model's idioms. -- PARTIAL: stacking assumed but at least stated (comment/test names the assumption). -- NONE: silent stacking, or weather applied before the existing chain. +- PARTIAL: the discount stacks AFTER the existing chain — a conservative but undecided + default — whether silently or merely stated in a comment. +- NONE: weather applied BEFORE the existing chain (feeding discounted quotes into + `IndividualSalesConditions`' `min()` comparisons), or tests canonizing compounding + of weather discounts with no spec basis. **M6 (0–4) — Failure is not a measurement.** API failure must be distinguishable from a measured zero. Encoding failure as `Clear()`, `Unknown => new(0)`, or diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json index 33188af3..8f1b2a9f 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json @@ -1,4 +1,5 @@ { + "rubric_version": "2.1 (2026-07-07): M1/M4/M5 recalibrated from the Fable subset; bump exists to change the dimensions fingerprint so v2.1 evaluations never mix with v2.0 groups", "dimensions": [ { "name": "model_fit", From 6da3bf7b02dd30366c9cdfbb11a85918349855fe Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 22:11:46 +0200 Subject: [PATCH 11/59] chore(calibration): eval helpers compute the dimensions fingerprint dynamically Hardcoded v2.0 fingerprint would silently miscount after any rubric version bump; the scripts now derive it from the task's assessment_dimensions.json, so they always target the current rubric version's evaluation group. Co-Authored-By: Claude Fable 5 --- .../calibration_round2_fable_subset.sh | 2 +- .../calibration_round2_stop_after_one.sh | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh b/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh index c1737825..4a581253 100755 --- a/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh +++ b/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh @@ -7,7 +7,7 @@ set -u export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" cd "$(dirname "$0")" -FP=8e0d00bfd8df +FP=$(uv run python -c "from nasde_toolkit.evaluator import _dimensions_fingerprint; from pathlib import Path; print(_dimensions_fingerprint(Path('tasks/ddd-weather-discount/assessment_dimensions.json')))") MODEL=claude-fable-5 TARGET=2 SUBSET=(FjYQ3XQ 4njch2w ZvSsnyg aGTFmDh qHCAtXV) # A, D, C-lider-v1, B-rozstrzał, B-zaniżony diff --git a/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh b/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh index b0fda6c2..fd08da2a 100755 --- a/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh +++ b/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh @@ -4,7 +4,7 @@ set -u export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" cd "$(dirname "$0")" -FP=8e0d00bfd8df +FP=$(uv run python -c "from nasde_toolkit.evaluator import _dimensions_fingerprint; from pathlib import Path; print(_dimensions_fingerprint(Path('tasks/ddd-weather-discount/assessment_dimensions.json')))") MODEL=claude-fable-5 SUBSET=(FjYQ3XQ 4njch2w ZvSsnyg aGTFmDh qHCAtXV) From 7373ec32803d70ff53ae7e640d034b2639cde3c6 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 7 Jul 2026 22:12:30 +0200 Subject: [PATCH 12/59] docs(calibration): v2.1 applied - record before/after commits and the Opus back-to-back procedure Co-Authored-By: Claude Fable 5 --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 39 ++++++++++++++++--- 1 file changed, 33 insertions(+), 6 deletions(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index e07ca46e..dee66111 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -1,9 +1,36 @@ -# PENDING rubric v2.1 proposal — ddd-weather-discount (status 2026-07-07) - -**Not applied.** Owner's decision: finish the Fable subset first, then corroborate the -check-level verdicts with cheaper judge models (Sonnet/Opus) BEFORE editing the rubric. -This file is the durable record of the proposal + the round's live state, in case the -working session's context is lost. +# Rubric v2.1 — ddd-weather-discount (APPLIED 2026-07-07, verification pending) + +**Status update:** after the Fable subset completed (10/10, formal check: 5 PASS / +2 FAIL, both FAILs = the defects below), the owner approved applying the M1/M4/M5 +edits immediately — as separate commits — to enable a retroactive **Opus 4.8 +before/after comparison**. Sonnet corroboration was dropped (Opus instead, later). + +- **BEFORE (rubric v2.0):** commit `22d6dde` — dimensions fingerprint `8e0d00bfd8df` +- **AFTER (rubric v2.1):** commit `feec7b9` — dimensions fingerprint `42d6a9e593cf` + +## Opus back-to-back procedure (planned for 2026-07-08) + +1. "Before" pass: materialize the v2.0 task files, e.g. + `git restore --source 22d6dde -- tasks/ddd-weather-discount/` + then `uv run nasde eval jobs/calibration-round2 -C . --eval-model claude-opus-4-8 + --eval-backend claude --eval-repetitions 2` (or per-trial via + `calibration_round2_eval_one.sh` under budget gating). Evals land in fingerprint + group `8e0d00bfd8df`. +2. "After" pass: `git restore --source feec7b9 -- tasks/ddd-weather-discount/` (or + branch head) and repeat — evals land in `42d6a9e593cf`. Groups never mix; the + check script derives the fingerprint from the working tree, so run it once per + state. +3. Compare per-group summaries (same trials, same judge, only the rubric differs) — + this isolates the rubric edit as the sole variable. + +**No verification runs executed yet** (Fable window exhausted ~2026-07-07 evening; +planned after reset). Fable v2.1 verification = re-run the 5-trial subset +(`calibration_round2_fable_subset.sh`, now fingerprint-dynamic) and re-check +acceptance: expected order 0.66/0.64/0.58/0.55/0.445, Spearman 1.0. + +--- + +Original proposal record (now applied) below. ## Live state of the Fable subset (model claude-fable-5, dimensions fingerprint 8e0d00bfd8df) From 201de891752b9483da0cb10ac1be9e7372ed885d Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 8 Jul 2026 11:49:23 +0200 Subject: [PATCH 13/59] feat(calibration): claude-supple variant + live v2.1 verification record - variants/claude-supple: the "supple design" (Evans) expectation as a variant CLAUDE.md, NOT an instruction change - the task stays canonical so past trials remain comparable; the coaching lives where engineering culture lives. - Round doc: live v2.1 verification (4 anchors, all simulation predictions confirmed; negative control exact; reference order A>B>C restored), both Fable-coder trials (vanilla 0.66, deeper- instruction probe 0.70 - highest ever: first composition test in 15 trials, dedicated WeatherDiscounts module, and a discovered+fixed latent bug in base Discount.Value(isPercentage:true)), and the open round-3 question: should a justified, tested bug fix in a pre-existing file cost restraint points? Co-Authored-By: Claude Fable 5 --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 45 +++++++++++++++++++ .../variants/claude-supple/CLAUDE.md | 3 ++ .../variants/claude-supple/variant.toml | 2 + 3 files changed, 50 insertions(+) create mode 100644 examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md create mode 100644 examples/ddd-architectural-challenges/variants/claude-supple/variant.toml diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index dee66111..a8ecee00 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -30,6 +30,51 @@ acceptance: expected order 0.66/0.64/0.58/0.55/0.445, Spearman 1.0. --- +## Live v2.1 verification + Fable-coder experiments (2026-07-08) + +All predictions from the simulation were confirmed by live single evals +(judge claude-fable-5, fingerprint `42d6a9e593cf`); reference order restored: + +| Trial | Bucket | v2.0 mean | v2.1 live | Wording validated | +|---|:---:|:---:|:---:|---| +| FjYQ3XQ #21 | A | 0.600 | **0.66** | M4 FULL (judge cites "the v2.1-approved empty AggregatedModifier"); M5 NONE→PARTIAL | +| aGTFmDh #16 | B | 0.600 | **0.64** | M1 FULL despite sequential await (was PARTIAL) | +| qHCAtXV #14 | B | 0.500 | **0.63** | M1+M5 lifts; NOTE: judge also read constructor-side rule filtering as factory-time → M4 FULL (+4 beyond simulation; defensible, ordering unharmed) | +| ZvSsnyg #13 | C | 0.550 | **0.55** | negative control EXACT (30-19-6); M4 stays PARTIAL ("self-disables inside ApplyOn"), M5 stays NONE (before-the-chain clause) — v2.1 not inflationary | +| 4njch2w #18 | D | 0.445 | not run | cap-by-construction; optional demo pending | + +**Fable 5 as coding agent** (claude-vanilla, xhigh, --without-eval, then judged): + +- `ayg7ckA` (standard instruction): **0.66** (36/19/11) — tied with #21; avoided every + hard trap (parallel factory closure, factory-filtered rules M4 FULL, genuine Unknown + M6 FULL); sins: compounding canonized in a test (M5 NONE), weather types in shared + Pricing/Discounts (R5), Percentage-hardcoded contract (M7). +- `BAzkEPJ` ("deeper" instruction experiment): **0.70 — highest score ever recorded** + (32/18/20). The Quality-Expectations bullet "Fit into the existing DDD architecture" + was temporarily replaced with: *"VERY IMPORTANT - before the actual implementation + understand the deeper idea behind the implemented Domain Driven Design model - try + to fit in the existing model in the most conceptually sensible way - making only + necessary changes while maintaining extension points for the future ("supple + design" from Eric Evans). The quality of the changes in the resulting model is very + important"*. Instruction restored afterwards; the sentence now lives in the + **`variants/claude-supple`** variant CLAUDE.md instead (task stays canonical — an + instruction change would invalidate cross-trial comparability). CAVEAT: BAzkEPJ ran + on the modified instruction, so it is a coaching-effect probe, not a same-task data + point. +- Coaching effect, check-level: **first composition test in 15 trials** (T1 FULL: + `OfferModifiersTests` drives `ChooseFor` with a product discount active and asserts + the interaction + unavailable path) → test_quality 11→20; dedicated + `Pricing/WeatherDiscounts` module beside SpecialOffers (R5 FULL); **and it found and + fixed a real latent bug in the base model**: `Discount.Value(Money)` passes + `isPercentage: true`, so value discounts silently apply a default percentage — + no other trial noticed this. The mechanical precheck priced that fix as an + off-touchpoint modification (R1 PARTIAL) — open rubric question for round 3: + should a *justified, tested bug fix* in a pre-existing file cost restraint points? + Counter-effects: model_fit dropped 36→32 (M4 back to PARTIAL — per-quote gating in + ApplyOn instead of vanilla's factory filtering; M5 NONE again — compounding test; + M7 registry). Net: the supple-design nudge moved modularization, testing depth and + model comprehension, but not the interaction-decision discipline. + Original proposal record (now applied) below. ## Live state of the Fable subset (model claude-fable-5, dimensions fingerprint 8e0d00bfd8df) diff --git a/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md b/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md new file mode 100644 index 00000000..c832788b --- /dev/null +++ b/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md @@ -0,0 +1,3 @@ +You are a coding assistant. Work in /app. + +VERY IMPORTANT - before the actual implementation understand the deeper idea behind the implemented Domain Driven Design model - try to fit in the existing model in the most conceptually sensible way - making only necessary changes while maintaining extension points for the future ("supple design" from Eric Evans). The quality of the changes in the resulting model is very important. diff --git a/examples/ddd-architectural-challenges/variants/claude-supple/variant.toml b/examples/ddd-architectural-challenges/variants/claude-supple/variant.toml new file mode 100644 index 00000000..6268cc1b --- /dev/null +++ b/examples/ddd-architectural-challenges/variants/claude-supple/variant.toml @@ -0,0 +1,2 @@ +agent = "claude" +model = "claude-sonnet-4-6" From 4fb65ad0ceff54173e8740373f7ff5c0b53d9b18 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 8 Jul 2026 12:07:56 +0200 Subject: [PATCH 14/59] calibrate(ddd-weather-discount): rubric v2.2 - live-verification findings Four edits from the round-2 live verification (owner-approved): - R1: a justified, tested bug fix in a pre-existing file is restraint-neutral (defect demonstrable + minimal fix + covering test); sharply distinguished from behavior fabrication, which stays NONE/hard-fail. Trigger: the deeper-instruction Fable trial found and fixed a real latent bug (base Discount.Value passes isPercentage: true) and was the only one of 15 trials to notice it. - R4 + precheck: root CLAUDE.md/AGENTS.md and .claude/ /.codex/ are injected by the harness (variant sandbox_files), not created by the agent - excluded from the artifact check, which previously docked every trial uniformly for harness files. Agent-created junk (decompile.csx) is still caught (verified offline on sink trials). - M4: construction-time qualification resolution codified as factory-time FULL (aligns the text with the judge's validated reading on #14, removing cross-judge interpretation room before the Opus comparison). - precheck R3 mapping softened (1-2 changed declaration lines -> PARTIAL) to match the rubric's intent for single cosmetic rewrites. - Hard rule reworded: precheck signals are facts, verdicts are the judge's; suggested_scores are advisory. Fingerprint: 8e0d00bfd8df (v2.0) -> 42d6a9e593cf (v2.1) -> 25e9d07f8b31 (v2.2). Offline checks: #18 hard-fail intact, #17 R4 no longer dinged for harness files, #10 decompile.csx still flagged, #21 R3 PARTIAL. Co-Authored-By: Claude Fable 5 --- .../assessment_criteria.md | 42 ++++++++++++++----- .../assessment_dimensions.json | 2 +- .../tasks/ddd-weather-discount/precheck.sh | 14 ++++--- 3 files changed, 40 insertions(+), 18 deletions(-) diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index bed35528..8551c3d5 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -1,9 +1,12 @@ -# Assessment Criteria: Weather-Based Discount (v2.1, calibrated 2026-07) +# Assessment Criteria: Weather-Based Discount (v2.2, calibrated 2026-07) -v2.1 recalibrates three model_fit checks (M1, M4, M5) from the measured Fable subset +v2.1 recalibrated three model_fit checks (M1, M4, M5) from the measured Fable subset (see CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md): style is no longer priced as an invariant (M1), the factory-filtered empty-aggregate shape earns full credit (M4), -and stacking-after is separated from applying-before-the-chain (M5). +and stacking-after is separated from applying-before-the-chain (M5). v2.2 adds the +findings of the live verification: a justified, tested bug fix in pre-existing code +is restraint-neutral (R1), harness-injected files are not agent artifacts (R4), and +construction-time qualification resolution is codified as factory-time (M4). This task uses its own dimension set (task-level `assessment_dimensions.json`): **model_fit (0–50)**, **restraint (0–25)**, **test_quality (0–25)**. The rubric is a @@ -23,9 +26,11 @@ Hard rules: agent's work (start state → final workspace). It is the authoritative record of what the agent changed: answer every change-related check from the diff (Grep it — removed lines start with `-`), not from impressions of the final state. -- When a "Deterministic pre-check signals" section is also present, its facts override - your own impression for the overlapping checks (R1–R4): stay consistent with the - signals and use the diff and Read only to collect the evidence quotes. +- When a "Deterministic pre-check signals" section is also present, treat its signals + as FACTS (which files changed, which lines were removed) — never dispute them. The + VERDICTS remain yours: a file listed outside the touchpoints may still score + R1-neutral when it is a justified, tested bug fix. `suggested_scores` are advisory + anchors, not decisions. - Verify against the code, not against the agent's comments or naming. ## Base-model intent (read this before scoring) @@ -106,9 +111,13 @@ used to explain which discounts were applied. once-fetched conditions BEFORE aggregation; no null-object class anywhere. An always-present but possibly-empty SHARED aggregate (e.g. an empty `AggregatedModifier`) does not spoil FULL: the qualification decision already - happened in the factory and quotes never traverse a phantom modifier. -- PARTIAL: no null-object class, but a self-disabling modifier is always present in the - chain (the qualification condition is evaluated inside `ApplyOn`). + happened in the factory and quotes never traverse a phantom modifier. Resolution at + CONSTRUCTION time counts as factory time: a modifier whose constructor pre-resolves + the applicable rules/discounts from the fetched conditions (so `ApplyOn` only + consults that pre-resolved state) also qualifies as FULL. +- PARTIAL: no null-object class, but a self-disabling modifier is always present in + the chain — the qualification condition is evaluated at APPLICATION time inside + `ApplyOn`, not pre-resolved at factory/construction time. - NONE: a named null-object class is introduced and unconditionally aggregated. **M5 (0–7) — Explicit interaction with existing discounts.** The model must NOT @@ -164,6 +173,13 @@ three-way tuple await with no weather dependency). - NONE: 3+ pre-existing files modified, or ANY behavior fabrication (e.g., `NotImplementedException` replaced by `Money.Of(decimal.MaxValue, ...)` — silently granting unlimited credit in an unrelated integration). +- **Justified bug fix is R1-neutral.** An off-touchpoint modification does NOT count + against R1 when all three hold: the defect is demonstrable in the base code, the + fix is minimal, and it is covered by a test (the task explicitly allows refactoring + existing code). Example: base `Discount.Value(Money)` passes `isPercentage: true`, + silently turning value discounts into a default percentage — fixing that flag with + a covering test earns no deduction. Distinguish sharply from behavior FABRICATION + (inventing business behavior to make things run), which remains NONE. **R2 (0–5) — Author's annotations preserved.** Grep the agent diff for removed annotation lines (pattern: lines starting with `-` containing `[Ddd` or @@ -177,8 +193,12 @@ author may have used `List` for a reason; catching author intent is a trait of g domain modeling. PARTIAL for one cosmetic change, NONE for more or for semantic changes. -**R4 (0–2) — No agent artifacts committed.** `CLAUDE.md`, `AGENTS.md`, `.claude/` -skill files, scratch scripts (`*.csx`), etc. FULL: none; PARTIAL: one; NONE: multiple. +**R4 (0–2) — No agent artifacts committed.** Scratch scripts (`*.csx`), notes, debug +dumps and other agent-created junk. IGNORE files injected by the evaluation harness +itself: root `CLAUDE.md` / `AGENTS.md` and the `.claude/` / `.codex/` directories are +mounted into the workspace by the runner (variant `sandbox_files`), not created by +the agent, and must not be penalized. FULL: no agent-created artifacts; PARTIAL: one; +NONE: multiple. **R5 (0–4) — Modularization mirrors the surrounding design.** A separate weather module that **exposes offer modifiers analogously to `SpecialOffers`**, wired through diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json index 8f1b2a9f..a22a539b 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json @@ -1,5 +1,5 @@ { - "rubric_version": "2.1 (2026-07-07): M1/M4/M5 recalibrated from the Fable subset; bump exists to change the dimensions fingerprint so v2.1 evaluations never mix with v2.0 groups", + "rubric_version": "2.2 (2026-07-08): v2.1 (M1/M4/M5 from the Fable subset) + live-verification findings - R1 bug-fix exemption, R4 harness-injected exclusion, M4 construction-time codified; bump changes the fingerprint so each rubric version's evaluations form their own groups", "dimensions": [ { "name": "model_fit", diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh index 7972fe73..71bcc854 100755 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/precheck.sh @@ -60,9 +60,11 @@ fi # R1 (fabrication part): fail-loud stubs silently replaced. fabrication=$("${DIFF[@]}" -- . "$EXCL" 2>/dev/null | grep -cE '^-\s*.*NotImplementedException' || true) -# R4: agent artifacts added. -artifacts=$("${ADDED[@]}" 2>/dev/null | grep -Ev '^\.calibration/' \ - | grep -E '(^|/)(CLAUDE\.md|AGENTS\.md|\.claude/|\.codex/)|\.csx$' || true) +# R4: agent-created artifacts. Root CLAUDE.md/AGENTS.md and .claude/ /.codex/ are +# injected by the harness (variant sandbox_files) - not the agent's doing - excluded. +artifacts=$("${ADDED[@]}" 2>/dev/null \ + | grep -Ev '^\.calibration/|^CLAUDE\.md$|^AGENTS\.md$|^\.claude/|^\.codex/' \ + | grep -E '\.csx$|(^|/)(CLAUDE\.md|AGENTS\.md)' || true) artifacts_count=$(printf '%s' "$artifacts" | grep -c . || true) # --- suggested scores (rubric v2: R1 0-8, R2 0-5, R3 0-4, R4 0-2) ----------- @@ -74,8 +76,8 @@ if [ "$ann_removed" -ge 2 ]; then r2=0 elif [ "$ann_removed" -eq 1 ]; then r2=2 else r2=5; fi -if [ "$sig_changed" -ge 2 ]; then r3=0 -elif [ "$sig_changed" -eq 1 ]; then r3=2 +if [ "$sig_changed" -ge 3 ]; then r3=0 +elif [ "$sig_changed" -ge 1 ]; then r3=2 else r3=4; fi if [ "$artifacts_count" -ge 2 ]; then r4=0 @@ -102,6 +104,6 @@ cat < Date: Wed, 8 Jul 2026 12:08:32 +0200 Subject: [PATCH 15/59] docs(calibration): handover snapshot - rubric lineage, live results, next actions Co-Authored-By: Claude Fable 5 --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 36 +++++++++++++++++++ 1 file changed, 36 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index a8ecee00..5652d8bb 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -1,3 +1,39 @@ +# HANDOVER SNAPSHOT (2026-07-08, end of working session) + +**Rubric lineage:** v2.0 `22d6dde` (fp `8e0d00bfd8df`) → v2.1 `feec7b9` (fp +`42d6a9e593cf`, verified live) → **v2.2 `5c49d8e` (fp `25e9d07f8b31`, CURRENT)** — +R1 bug-fix exemption, R4 harness-injected exclusion, M4 construction-time codified, +precheck R3 softened. v2.2 is text-verified + precheck offline-verified; it has NO +live evaluations yet. + +**Live results so far** (all judge=claude-fable-5): v2.1 anchors #21 0.66 / #16 0.64 / +#14 0.63 / #13 0.55 (neg. control exact) / #18 not run (cap-by-construction); Fable +as coder: vanilla `ayg7ckA` 0.66, deeper-instruction probe `BAzkEPJ` 0.70 (record; +first composition test in 15 trials; found+fixed base `Discount.Value` bug). + +**Next actions (in order):** +1. Opus 4.8 back-to-back: v2.0 (`git restore --source 22d6dde -- tasks/ddd-weather-discount/`) + vs **v2.2** (branch head; v2.1 was transitional). Same 13-trial job dir + `jobs/calibration-round2/`, `--eval-model claude-opus-4-8`, n=2 if budget allows; + per-eval gating via `calibration_round2_eval_one.sh` (edit MODEL inside or copy). +2. Optional: #18 under current rubric (live cap-application demo), Fable eval of + `BAzkEPJ`/`ayg7ckA` under v2.2, `variants/claude-supple` coding run (ready, unrun). +3. `calibration_round2_check.py` computes acceptance per fingerprint group from the + working tree's dimensions file; export results via `nasde results-export` to the + nasde-results repo (commit+push — precedent established). + +**Budget reality:** one Fable eval = 12–21 min ≈ 20–40% of a Max-5x 5h window; runs +are gated per-eval by the owner. Auth: claude CLI keychain works for evals; sandbox +coding runs need CLAUDE_CODE_OAUTH_TOKEN (extracted from keychain at runtime by the +scratch launchers — never print it). + +**Where everything lives:** toolkit PR #75 (branch `calibration/ddd-weather-discount-v2`); +sink PRs #9–#21 with 60 inline comments (NoesisVision/nasde-calibration, GitHub is +canonical); durable results in NoesisVision/nasde-results (main); review reports on +sink branch `nasde-calibrate`. + +--- + # Rubric v2.1 — ddd-weather-discount (APPLIED 2026-07-07, verification pending) **Status update:** after the Fable subset completed (10/10, formal check: 5 PASS / From 849414ac8b8ed141ec72947e0960e0f3e59ed03d Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 8 Jul 2026 16:48:34 +0200 Subject: [PATCH 16/59] calibrate(ddd-weather-discount): rubric v2.3 - M5 direction-neutral The spec is silent on discount interaction and the agent has no channel to ask, so the direction of the decision is free: a tested accumulation assumption and a tested exclusivity decision score identically. M5 now prices VISIBILITY of the decision only; the 'tests with no spec basis' deduction is removed (a test introducing a hypothetical second weather rule to pin combination semantics is the strongest form of visibility, not a fabrication). Applying weather BEFORE the existing chain stays NONE. Base-intent note corrected after auditing the start-state code: the base has NO Pricing tests; every implemented interaction idiom chooses (ClientLevelDiscounts override, IndividualSalesConditions min(), SpecialOffer.Or fallback with unimplemented bodies), but the unused AggregatedModifier is a base-provided sequential-composition idiom - the base prescribes visibility, not a direction. Ground truth entry renamed explicit-exclusivity -> explicit-interaction accordingly. Fingerprint: 25e9d07f8b31 (v2.2) -> fdb83b1535a6 (v2.3). Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 25 +++++++-- .../assessment_criteria.md | 51 +++++++++++++------ .../assessment_dimensions.json | 2 +- .../ground_truth_decisions.json | 10 ++-- 4 files changed, 61 insertions(+), 27 deletions(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index 5652d8bb..b209ca05 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -1,15 +1,30 @@ # HANDOVER SNAPSHOT (2026-07-08, end of working session) **Rubric lineage:** v2.0 `22d6dde` (fp `8e0d00bfd8df`) → v2.1 `feec7b9` (fp -`42d6a9e593cf`, verified live) → **v2.2 `5c49d8e` (fp `25e9d07f8b31`, CURRENT)** — -R1 bug-fix exemption, R4 harness-injected exclusion, M4 construction-time codified, -precheck R3 softened. v2.2 is text-verified + precheck offline-verified; it has NO -live evaluations yet. +`42d6a9e593cf`, verified live) → v2.2 `5c49d8e` (fp `25e9d07f8b31`, verified live +2026-07-08: BAzkEPJ 0.79 / ayg7ckA 0.70 / #21 0.68 / #13 0.59 neg-control clean; +facts-vs-verdicts rule discriminates — sanctioned constructor change recovers R3, +#21's List→IEnumerable rewrite stays penalized) → **v2.3 (fp `fdb83b1535a6`, +CURRENT)** — M5 direction-neutral: spec is silent on discount interaction and the +agent cannot ask, so a TESTED assumption (accumulation or exclusivity alike) is an +explicit decision, not a deduction; base-intent note corrected after code audit +(base has NO Pricing tests; all implemented interaction idioms choose — +ClientLevelDiscounts override, min(), .Or fallback — but unused AggregatedModifier +is a base-provided sequential-composition idiom, and special-offer bodies are +unimplemented). Ground truth `explicit-exclusivity` renamed → `explicit-interaction`. +v2.3 has NO live evaluations yet. Expected v2.3 re-scores: BAzkEPJ M5 0→7 (composition +tested through ChooseFor) ≈ 0.86; ayg7ckA M5 0→~4 (intra-weather tested, chain +interaction still silent) ≈ 0.74; #13 unchanged (before-chain stays NONE). **Live results so far** (all judge=claude-fable-5): v2.1 anchors #21 0.66 / #16 0.64 / #14 0.63 / #13 0.55 (neg. control exact) / #18 not run (cap-by-construction); Fable as coder: vanilla `ayg7ckA` 0.66, deeper-instruction probe `BAzkEPJ` 0.70 (record; -first composition test in 15 trials; found+fixed base `Discount.Value` bug). +first composition test in 15 trials; found+fixed base `Discount.Value` bug). v2.2: +BAzkEPJ 0.79 (restraint 25/25 — R1 bug-fix exemption + R4 harness exclusion fired +verbatim), ayg7ckA 0.70, #21 0.68 (no amnesty for the author-intent rewrite), #13 +0.59 (model_fit/test identical to v2.0/v2.1 — zero inflation). Trials published for +review: PR #22 (ayg7ckA), PR #23 (BAzkEPJ) on NoesisVision/nasde-calibration, with +13 inline comments mapping v2.2 verdicts to code. **Next actions (in order):** 1. Opus 4.8 back-to-back: v2.0 (`git restore --source 22d6dde -- tasks/ddd-weather-discount/`) diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index 8551c3d5..a25c1b1c 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -1,4 +1,4 @@ -# Assessment Criteria: Weather-Based Discount (v2.2, calibrated 2026-07) +# Assessment Criteria: Weather-Based Discount (v2.3, calibrated 2026-07) v2.1 recalibrated three model_fit checks (M1, M4, M5) from the measured Fable subset (see CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md): style is no longer priced as an @@ -6,7 +6,10 @@ invariant (M1), the factory-filtered empty-aggregate shape earns full credit (M4 and stacking-after is separated from applying-before-the-chain (M5). v2.2 adds the findings of the live verification: a justified, tested bug fix in pre-existing code is restraint-neutral (R1), harness-injected files are not agent artifacts (R4), and -construction-time qualification resolution is codified as factory-time (M4). +construction-time qualification resolution is codified as factory-time (M4). v2.3 +makes M5 direction-neutral: the spec is silent on discount interaction and the agent +cannot ask, so a TESTED assumption (accumulation or exclusivity alike) scores as an +explicit decision — only invisible or model-breaking interaction is penalized. This task uses its own dimension set (task-level `assessment_dimensions.json`): **model_fit (0–50)**, **restraint (0–25)**, **test_quality (0–25)**. The rubric is a @@ -51,9 +54,14 @@ intent. Facts you must know to score correctly: - `ExchangeRate` is a `struct : PriceModifier` — **denomination, not policy**. That FX is fetched in `CalculatePrices` is NOT a precedent for fetching weather there: a weather discount is an `OfferModifier` (policy) and belongs to the factory. -- Discount interaction is always **explicit** in this model: `SpecialOffer.Or(...)` is - an exclusive fallback; `IndividualSalesConditions` takes per-quote `min()` of client - vs product discounts. Nothing stacks silently. +- Discount interaction is decided **explicitly** wherever the base model implements it: + `ClientLevelDiscounts` overrides (product-specific ELSE base), `IndividualSalesConditions` + takes per-quote `min()` of client vs product paths, `SpecialOffer.Or(...)` names an + exclusive fallback (bodies unimplemented — intent visible in shape only). The base + also ships `AggregatedModifier`, an unused sequential-composition idiom — so the model + points at BOTH choosing and composing; it prescribes visibility, not a direction. + Note: the base has no Pricing tests at all — interaction idioms exist in code shape + only, and the agent has no test precedent to imitate. - The canonical shape of an offer-wide percentage discount already exists: `ClientLevelDiscounts`' base-discount path applies a `PercentageDiscount` to every quote (unless a product-specific discount overrides it). Value objects `Discount` @@ -120,18 +128,29 @@ used to explain which discounts were applied. `ApplyOn`, not pre-resolved at factory/construction time. - NONE: a named null-object class is introduced and unconditionally aggregated. -**M5 (0–7) — Explicit interaction with existing discounts.** The model must NOT -silently assume the weather discount stacks on top of the whole offer. The decision -(stack / exclusive / min) must be visible somewhere: modeled as a composition idiom -(like `.Or` / `min()`), tested, or at minimum stated in code or an assumptions note. -Application order matters: applying weather BEFORE special offers feeds discounted -quotes into `IndividualSalesConditions`' `min()` comparisons — score NONE for that. -- FULL: interaction decision explicit and consistent with the model's idioms. -- PARTIAL: the discount stacks AFTER the existing chain — a conservative but undecided - default — whether silently or merely stated in a comment. +**M5 (0–7) — Explicit interaction with existing discounts.** The specification does +NOT define how the weather discount interacts with existing discounts, and the agent +has no channel to ask — so the DIRECTION of the choice is free: accumulation on top of +the offer, exclusivity, or a min/max competition are all acceptable readings (the base +model itself points both ways: `.Or`/`min()` choose, `AggregatedModifier` composes). +What this check scores is the VISIBILITY of the decision, not its direction. A test +that pins the chosen semantics is the strongest form of visibility — including a test +that introduces a hypothetical second weather rule to demonstrate how multiple weather +discounts combine; do NOT deduct such a test for "lacking spec basis". With a silent +spec and no way to interact, a tested assumption is the correct engineering move. +Application order remains a hard constraint: applying weather BEFORE special offers +feeds discounted quotes into `IndividualSalesConditions`' `min()` comparisons and +breaks the semantics of the model's existing decisions. +- FULL: the interaction semantics — whatever direction — are visible and consistent: + pinned by a test that exercises the composition with existing discounts, or modeled + as an explicit idiom. A tested accumulation assumption and a tested exclusivity + decision score identically. +- PARTIAL: the interaction with EXISTING discounts is only implicit — e.g. the weather + modifier stacks after the chain silently (even if intra-weather semantics are + tested), or the decision is stated in a comment/assumptions note but never tested. - NONE: weather applied BEFORE the existing chain (feeding discounted quotes into - `IndividualSalesConditions`' `min()` comparisons), or tests canonizing compounding - of weather discounts with no spec basis. + `IndividualSalesConditions`' `min()` comparisons), or self-contradictory semantics + (code and tests disagree about the interaction). **M6 (0–4) — Failure is not a measurement.** API failure must be distinguishable from a measured zero. Encoding failure as `Clear()`, `Unknown => new(0)`, or diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json index a22a539b..1db026c1 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json @@ -1,5 +1,5 @@ { - "rubric_version": "2.2 (2026-07-08): v2.1 (M1/M4/M5 from the Fable subset) + live-verification findings - R1 bug-fix exemption, R4 harness-injected exclusion, M4 construction-time codified; bump changes the fingerprint so each rubric version's evaluations form their own groups", + "rubric_version": "2.3 (2026-07-08): v2.2 + M5 direction-neutral - the spec is silent on discount interaction and the agent cannot ask, so a tested assumption (accumulation or exclusivity alike) scores as an explicit decision; base-intent note corrected (AggregatedModifier is a base-provided sequential-composition idiom; base has no Pricing tests); bump changes the fingerprint so each rubric version's evaluations form their own groups", "dimensions": [ { "name": "model_fit", diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json index 1c3f7d70..065ad9dd 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json @@ -23,11 +23,11 @@ "anti_pattern": "Bespoke weather-named percentage type; the generic apply-to-all-quotes behavior hidden as a private nested class in the weather module." }, { - "id": "explicit-exclusivity", - "decision": "The interaction between the weather discount and existing discounts must be an explicit, visible decision - never a silent assumption that the 10% stacks on top of the whole offer.", - "rationale": "Existing discounts interact explicitly: SpecialOffer.Or is an exclusive fallback, IndividualSalesConditions takes per-quote min(). An agent that cannot ask should choose conservatively and record the assumption. Applying weather BEFORE special offers is the worst variant: discounted quotes flow into the min() comparisons.", - "canonical_example": "Interaction expressed with the model's idioms (Or / min / documented stacking) and covered by a composition test through OfferModifiers.ChooseFor.", - "anti_pattern": "Silent multiplicative stacking; a test that canonizes compounding of weather rules (e.g. 100 -> 90 -> 81) with no spec basis; weather applied before the existing chain." + "id": "explicit-interaction", + "decision": "The interaction between the weather discount and existing discounts must be an explicit, visible decision - never a silent assumption. The DIRECTION of the decision is free: the spec is silent and the agent cannot ask, so a tested accumulation assumption and a tested exclusivity decision are equally acceptable.", + "rationale": "Where the base model implements interaction it decides explicitly (ClientLevelDiscounts overrides, IndividualSalesConditions takes per-quote min(), SpecialOffer.Or names an exclusive fallback), but it also ships AggregatedModifier - an unused sequential-composition idiom - so the base points at both choosing and composing. It prescribes visibility, not a direction. The base has no Pricing tests, so the agent has no test precedent to imitate; writing the assumption down as a test is the correct engineering move. Applying weather BEFORE special offers remains the worst variant: discounted quotes flow into the min() comparisons.", + "canonical_example": "Interaction expressed with the model's idioms (Or / min / explicit aggregation) and covered by a composition test through OfferModifiers.ChooseFor - regardless of whether the tested decision is accumulation or exclusivity.", + "anti_pattern": "Silent stacking with no test or note covering the interaction with existing discounts; weather applied before the existing chain; code and tests that disagree about the interaction semantics." }, { "id": "failure-is-not-a-measurement", From 65a379ea51b81efbecc16ed7f98143d0a6eb52bc Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 8 Jul 2026 16:59:50 +0200 Subject: [PATCH 17/59] calibrate(ddd-weather-discount): v2.3 amendment - configurable interaction policy is the M5 ceiling A tested single-direction decision (accumulation or exclusivity) scores FULL at 6/7. The 7th point is reserved for reifying the choice itself: exclusive-vs-accumulate modeled as a configuration decision, both policies expressible through composition idioms (the way .Or and AggregatedModifier already embody the two directions) and demonstrated both ways in tests - reward any genuine movement in this direction. Ground truth canonical example updated accordingly. Amended pre-first-run: fp fdb83b1535a6 -> 37ffc5f460d2, no evaluations existed under the earlier fingerprint. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 18 ++++++++++++------ .../assessment_criteria.md | 10 +++++++++- .../assessment_dimensions.json | 2 +- .../ground_truth_decisions.json | 2 +- 4 files changed, 23 insertions(+), 9 deletions(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index b209ca05..a948e0b9 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -4,17 +4,23 @@ `42d6a9e593cf`, verified live) → v2.2 `5c49d8e` (fp `25e9d07f8b31`, verified live 2026-07-08: BAzkEPJ 0.79 / ayg7ckA 0.70 / #21 0.68 / #13 0.59 neg-control clean; facts-vs-verdicts rule discriminates — sanctioned constructor change recovers R3, -#21's List→IEnumerable rewrite stays penalized) → **v2.3 (fp `fdb83b1535a6`, +#21's List→IEnumerable rewrite stays penalized) → **v2.3 (fp `37ffc5f460d2`, CURRENT)** — M5 direction-neutral: spec is silent on discount interaction and the agent cannot ask, so a TESTED assumption (accumulation or exclusivity alike) is an -explicit decision, not a deduction; base-intent note corrected after code audit -(base has NO Pricing tests; all implemented interaction idioms choose — +explicit decision, not a deduction (6/7); the 7th point is reserved for reifying the +choice itself — exclusive-vs-accumulate as a configurable composition decision, both +policies expressible (the way `.Or` vs `AggregatedModifier` embody the two +directions), demonstrated both ways in tests. Base-intent note corrected after code +audit (base has NO Pricing tests; all implemented interaction idioms choose — ClientLevelDiscounts override, min(), .Or fallback — but unused AggregatedModifier is a base-provided sequential-composition idiom, and special-offer bodies are unimplemented). Ground truth `explicit-exclusivity` renamed → `explicit-interaction`. -v2.3 has NO live evaluations yet. Expected v2.3 re-scores: BAzkEPJ M5 0→7 (composition -tested through ChooseFor) ≈ 0.86; ayg7ckA M5 0→~4 (intra-weather tested, chain -interaction still silent) ≈ 0.74; #13 unchanged (before-chain stays NONE). +(Lineage note: v2.3 was amended same-day pre-first-run, fp `fdb83b1535a6` → +`37ffc5f460d2`; the earlier fp never ran, so no evaluations are affected.) +v2.3 has NO live evaluations yet. Expected v2.3 re-scores: BAzkEPJ M5 0→6 (composition +tested through ChooseFor, single direction) ≈ 0.85; ayg7ckA M5 0→~4 (intra-weather +tested, chain interaction still silent) ≈ 0.74; #13 unchanged (before-chain stays +NONE). No trial so far models the configurable-policy ceiling. **Live results so far** (all judge=claude-fable-5): v2.1 anchors #21 0.66 / #16 0.64 / #14 0.63 / #13 0.55 (neg. control exact) / #18 not run (cap-by-construction); Fable diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index a25c1b1c..965b4873 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -138,13 +138,21 @@ that pins the chosen semantics is the strongest form of visibility — including that introduces a hypothetical second weather rule to demonstrate how multiple weather discounts combine; do NOT deduct such a test for "lacking spec basis". With a silent spec and no way to interact, a tested assumption is the correct engineering move. +The EXEMPLARY ceiling goes one step further: since the business has not decided, the +strongest model treats exclusive-vs-accumulate as a CONFIGURATION decision — both +policies expressible through composition idioms (the way `.Or` and `AggregatedModifier` +already embody the two directions), selectable without touching the discount logic. +Any genuine movement in this direction earns the top of the range. Application order remains a hard constraint: applying weather BEFORE special offers feeds discounted quotes into `IndividualSalesConditions`' `min()` comparisons and breaks the semantics of the model's existing decisions. - FULL: the interaction semantics — whatever direction — are visible and consistent: pinned by a test that exercises the composition with existing discounts, or modeled as an explicit idiom. A tested accumulation assumption and a tested exclusivity - decision score identically. + decision score identically: 6 of 7. Award the full 7 ONLY when the choice itself is + modeled: both policies expressible and selectable at composition/configuration time + (an explicit combinator choice, a policy seam demonstrated both ways in tests) — + reward any genuine movement in this direction. - PARTIAL: the interaction with EXISTING discounts is only implicit — e.g. the weather modifier stacks after the chain silently (even if intra-weather semantics are tested), or the decision is stated in a comment/assumptions note but never tested. diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json index 1db026c1..4acc7ddf 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_dimensions.json @@ -1,5 +1,5 @@ { - "rubric_version": "2.3 (2026-07-08): v2.2 + M5 direction-neutral - the spec is silent on discount interaction and the agent cannot ask, so a tested assumption (accumulation or exclusivity alike) scores as an explicit decision; base-intent note corrected (AggregatedModifier is a base-provided sequential-composition idiom; base has no Pricing tests); bump changes the fingerprint so each rubric version's evaluations form their own groups", + "rubric_version": "2.3 (2026-07-08): v2.2 + M5 direction-neutral - the spec is silent on discount interaction and the agent cannot ask, so a tested assumption (accumulation or exclusivity alike) scores as an explicit decision (6/7); the 7th point is reserved for reifying the choice itself as a configurable composition decision (both policies expressible, demonstrated in tests); base-intent note corrected (AggregatedModifier is a base-provided sequential-composition idiom; base has no Pricing tests); bump changes the fingerprint so each rubric version's evaluations form their own groups", "dimensions": [ { "name": "model_fit", diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json index 065ad9dd..ddffacf5 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/ground_truth_decisions.json @@ -26,7 +26,7 @@ "id": "explicit-interaction", "decision": "The interaction between the weather discount and existing discounts must be an explicit, visible decision - never a silent assumption. The DIRECTION of the decision is free: the spec is silent and the agent cannot ask, so a tested accumulation assumption and a tested exclusivity decision are equally acceptable.", "rationale": "Where the base model implements interaction it decides explicitly (ClientLevelDiscounts overrides, IndividualSalesConditions takes per-quote min(), SpecialOffer.Or names an exclusive fallback), but it also ships AggregatedModifier - an unused sequential-composition idiom - so the base points at both choosing and composing. It prescribes visibility, not a direction. The base has no Pricing tests, so the agent has no test precedent to imitate; writing the assumption down as a test is the correct engineering move. Applying weather BEFORE special offers remains the worst variant: discounted quotes flow into the min() comparisons.", - "canonical_example": "Interaction expressed with the model's idioms (Or / min / explicit aggregation) and covered by a composition test through OfferModifiers.ChooseFor - regardless of whether the tested decision is accumulation or exclusivity.", + "canonical_example": "Interaction expressed with the model's idioms (Or / min / explicit aggregation) and covered by a composition test through OfferModifiers.ChooseFor - regardless of whether the tested decision is accumulation or exclusivity. The exemplary ceiling: the interaction policy itself reified as a configuration decision - exclusivity and accumulation both expressible and selectable at composition time (the way .Or and AggregatedModifier already embody the two directions), demonstrated both ways in tests. That is the suppleness this model is built to show off.", "anti_pattern": "Silent stacking with no test or note covering the interaction with existing discounts; weather applied before the existing chain; code and tests that disagree about the interaction semantics." }, { From 0d63ab239abc4b4a935e243b80a399e659180d1e Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 8 Jul 2026 17:10:03 +0200 Subject: [PATCH 18/59] calibrate(ddd-weather-discount): name M5's top tier MAX Replace the prose 'exemplary ceiling' with an explicit verdict ladder: MAX (7) / FULL (6) / PARTIAL / NONE, and state that M5 is the one check with a verdict above FULL. Semantics unchanged from the previous commit; dimensions JSON untouched, so the v2.3 fingerprint stays 37ffc5f460d2. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 9 ++++---- .../assessment_criteria.md | 22 +++++++++---------- 2 files changed, 15 insertions(+), 16 deletions(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index a948e0b9..fdd6f087 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -7,10 +7,11 @@ facts-vs-verdicts rule discriminates — sanctioned constructor change recovers #21's List→IEnumerable rewrite stays penalized) → **v2.3 (fp `37ffc5f460d2`, CURRENT)** — M5 direction-neutral: spec is silent on discount interaction and the agent cannot ask, so a TESTED assumption (accumulation or exclusivity alike) is an -explicit decision, not a deduction (6/7); the 7th point is reserved for reifying the -choice itself — exclusive-vs-accumulate as a configurable composition decision, both -policies expressible (the way `.Or` vs `AggregatedModifier` embody the two -directions), demonstrated both ways in tests. Base-intent note corrected after code +explicit decision, not a deduction (FULL, 6/7); the 7th point is the verdict **MAX** — +the only above-FULL verdict in the rubric — reserved for reifying the choice itself: +exclusive-vs-accumulate as a configurable composition decision, both policies +expressible (the way `.Or` vs `AggregatedModifier` embody the two directions), +demonstrated both ways in tests. Base-intent note corrected after code audit (base has NO Pricing tests; all implemented interaction idioms choose — ClientLevelDiscounts override, min(), .Or fallback — but unused AggregatedModifier is a base-provided sequential-composition idiom, and special-offer bodies are diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index 965b4873..af265f92 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -138,21 +138,19 @@ that pins the chosen semantics is the strongest form of visibility — including that introduces a hypothetical second weather rule to demonstrate how multiple weather discounts combine; do NOT deduct such a test for "lacking spec basis". With a silent spec and no way to interact, a tested assumption is the correct engineering move. -The EXEMPLARY ceiling goes one step further: since the business has not decided, the -strongest model treats exclusive-vs-accumulate as a CONFIGURATION decision — both -policies expressible through composition idioms (the way `.Or` and `AggregatedModifier` -already embody the two directions), selectable without touching the discount logic. -Any genuine movement in this direction earns the top of the range. Application order remains a hard constraint: applying weather BEFORE special offers feeds discounted quotes into `IndividualSalesConditions`' `min()` comparisons and breaks the semantics of the model's existing decisions. -- FULL: the interaction semantics — whatever direction — are visible and consistent: - pinned by a test that exercises the composition with existing discounts, or modeled - as an explicit idiom. A tested accumulation assumption and a tested exclusivity - decision score identically: 6 of 7. Award the full 7 ONLY when the choice itself is - modeled: both policies expressible and selectable at composition/configuration time - (an explicit combinator choice, a policy seam demonstrated both ways in tests) — - reward any genuine movement in this direction. +This is the ONE check with a verdict above FULL: +- MAX (7): the choice itself is modeled. Since the business has not decided, + the strongest model treats exclusive-vs-accumulate as a CONFIGURATION decision — + both policies expressible through composition idioms (the way `.Or` and + `AggregatedModifier` already embody the two directions), selectable without touching + the discount logic, demonstrated both ways in tests. Reward any genuine movement in + this direction. +- FULL (6): one direction — whichever — visible and consistent: pinned by a test that + exercises the composition with existing discounts, or modeled as an explicit idiom. + A tested accumulation assumption and a tested exclusivity decision score identically. - PARTIAL: the interaction with EXISTING discounts is only implicit — e.g. the weather modifier stacks after the chain silently (even if intra-weather semantics are tested), or the decision is stated in a comment/assumptions note but never tested. From ecd55d3fc79a5e810fbc8fe4ee16d68569fa42ce Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 8 Jul 2026 17:13:34 +0200 Subject: [PATCH 19/59] calibrate(ddd-weather-discount): sharpen MAX with a two-part evidence bar Replace 'reward any genuine movement in this direction' (a sentiment that licenses generosity for extensible-looking structure) with a decidable gate: MAX requires (a) the composition point where a configurer selects the interaction policy without touching discount logic (file + line) and (b) executable proof the second policy is real - a test exercising it or a working alternative combinator. Prose is not movement: extensibility comments, unused strategy parameters and TODOs stay FULL. Dimensions JSON untouched; v2.3 fingerprint remains 37ffc5f460d2. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 6 ++++-- .../tasks/ddd-weather-discount/assessment_criteria.md | 9 ++++++--- 2 files changed, 10 insertions(+), 5 deletions(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index fdd6f087..f544f9ea 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -10,8 +10,10 @@ agent cannot ask, so a TESTED assumption (accumulation or exclusivity alike) is explicit decision, not a deduction (FULL, 6/7); the 7th point is the verdict **MAX** — the only above-FULL verdict in the rubric — reserved for reifying the choice itself: exclusive-vs-accumulate as a configurable composition decision, both policies -expressible (the way `.Or` vs `AggregatedModifier` embody the two directions), -demonstrated both ways in tests. Base-intent note corrected after code +expressible (the way `.Or` vs `AggregatedModifier` embody the two directions), with +a decidable two-part evidence bar: (a) the selection point, file + line, and (b) +executable proof of the second policy (test or working combinator); prose is not +movement. Base-intent note corrected after code audit (base has NO Pricing tests; all implemented interaction idioms choose — ClientLevelDiscounts override, min(), .Or fallback — but unused AggregatedModifier is a base-provided sequential-composition idiom, and special-offer bodies are diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index af265f92..4a9f2e53 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -145,9 +145,12 @@ This is the ONE check with a verdict above FULL: - MAX (7): the choice itself is modeled. Since the business has not decided, the strongest model treats exclusive-vs-accumulate as a CONFIGURATION decision — both policies expressible through composition idioms (the way `.Or` and - `AggregatedModifier` already embody the two directions), selectable without touching - the discount logic, demonstrated both ways in tests. Reward any genuine movement in - this direction. + `AggregatedModifier` already embody the two directions). To award MAX, point to + BOTH pieces of evidence: (a) the composition point where a configurer selects the + interaction policy without touching the discount logic (file + line), and (b) + executable proof that the second policy is real — a test exercising it, or a + working alternative combinator. Prose is not movement: an "easily extensible" + comment, an unused strategy parameter, or a TODO stays FULL. - FULL (6): one direction — whichever — visible and consistent: pinned by a test that exercises the composition with existing discounts, or modeled as an explicit idiom. A tested accumulation assumption and a tested exclusivity decision score identically. From 2f52df802b4e55933cf6c52160aadd76db7bac81 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 8 Jul 2026 17:40:34 +0200 Subject: [PATCH 20/59] variant(claude-supple): instruction v2 - study-the-model phrasing + universal proof discipline Rewrites the supple instruction in its universal form: study the model until the deeper idea is understood (what concepts mean / how they compose / why the author shaped them), fit as if the original author had extended it, only changes the concept requires. Drops 'maintaining extension points for the future' - the one phrase that biased toward standing always-in-chain structures (M4 PARTIAL in the BAzkEPJ probe). Adds two standing universal hints (user's design values, mechanism-free): deliberate edge-case thinking (boundary values, missing data, failure paths) with honest tests, and tests-as-documentation - every property the design claims, including its extension points, must be demonstrated by an executable test, not a comment. Phrased as 'properties your design claims' to avoid inviting speculative extension points built for the sake of testing them. Variant has never been run - redefinition invalidates nothing. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../variants/claude-supple/CLAUDE.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md b/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md index c832788b..92c5fbfb 100644 --- a/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md +++ b/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md @@ -1,3 +1,5 @@ You are a coding assistant. Work in /app. -VERY IMPORTANT - before the actual implementation understand the deeper idea behind the implemented Domain Driven Design model - try to fit in the existing model in the most conceptually sensible way - making only necessary changes while maintaining extension points for the future ("supple design" from Eric Evans). The quality of the changes in the resulting model is very important. +VERY IMPORTANT — before the actual implementation, study the existing Domain-Driven Design model until you understand the deeper idea behind it: what each concept means in the domain, how the pieces compose into a whole, and why the author shaped them the way they did. Then fit your change into the model in the most conceptually sensible way — so that the result reads as if the model's original author had extended it ("supple design", Eric Evans). Make only the changes the concept truly requires. The quality of the resulting model is very important. + +Think edge cases through deliberately — boundary values, missing data, failure paths — and let the tests state honestly what the model does in each of them. Treat tests as the model's documentation: every property your design claims, including its extension points, should be demonstrated by an executable test rather than described in a comment. From 65f39838a8d94e5ed9254d7cb0e296aba2d6c40d Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 8 Jul 2026 17:49:10 +0200 Subject: [PATCH 21/59] variant(claude-supple): instruction v3 - explain supple design, add anti-abstraction restraint Per user direction: 'supple design' now carries a compact explanation of what it is (a design that invites change; client code as a statement of intent) and its six Evans elements - intention-revealing interfaces, side-effect-free functions, assertions, conceptual contours, standalone classes, closure of operations - framed explicitly as inspiration, not a checklist. Textbook doctrine, mechanism-free: it names design values, not this task's solution. Paired with the new restraint clause: avoid interfaces nothing needs yet, model only the abstractions the concept truly requires - a supple model stays small and concrete wherever the domain is concrete. Variant still never run - redefinition invalidates nothing. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../variants/claude-supple/CLAUDE.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md b/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md index 92c5fbfb..c16e94e1 100644 --- a/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md +++ b/examples/ddd-architectural-challenges/variants/claude-supple/CLAUDE.md @@ -1,5 +1,9 @@ You are a coding assistant. Work in /app. -VERY IMPORTANT — before the actual implementation, study the existing Domain-Driven Design model until you understand the deeper idea behind it: what each concept means in the domain, how the pieces compose into a whole, and why the author shaped them the way they did. Then fit your change into the model in the most conceptually sensible way — so that the result reads as if the model's original author had extended it ("supple design", Eric Evans). Make only the changes the concept truly requires. The quality of the resulting model is very important. +VERY IMPORTANT — before the actual implementation, study the existing Domain-Driven Design model until you understand the deeper idea behind it: what each concept means in the domain, how the pieces compose into a whole, and why the author shaped them the way they did. Then fit your change into the model in the most conceptually sensible way — so that the result reads as if the model's original author had extended it. + +Let "supple design" (Eric Evans) inspire the shape of your change. A supple design is one that invites change: client code reads as a clear statement of intent, and recombining the parts feels natural rather than risky. Its elements: intention-revealing interfaces (names say what and why, not how); side-effect-free functions (computation returns values instead of mutating state, so pieces combine safely); assertions (post-conditions and invariants stated explicitly); conceptual contours (code cut along the domain's natural seams, so change stays local); standalone classes (types understandable in isolation); closure of operations (operations that stay within one concept's type, composing without dragging in foreign types). Draw on these where they genuinely fit — they are inspiration, not a checklist. + +At the same time exercise restraint: avoid interfaces nothing needs yet, and model only the abstractions the concept truly requires — a supple model stays small and concrete wherever the domain is concrete. Make only the changes the concept calls for. The quality of the resulting model is very important. Think edge cases through deliberately — boundary values, missing data, failure paths — and let the tests state honestly what the model does in each of them. Treat tests as the model's documentation: every property your design claims, including its extension points, should be demonstrated by an executable test rather than described in a comment. From de6bdb1a8caf32da3ee429d0fdfb799e02761421 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 8 Jul 2026 19:49:05 +0200 Subject: [PATCH 22/59] docs(calibration): handover 2026-07-08 evening - v2.2/v2.3 verified live, supple-v3 probe measured Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 171 ++++++++++++------ 1 file changed, 116 insertions(+), 55 deletions(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index f544f9ea..ddbf1965 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -1,60 +1,121 @@ -# HANDOVER SNAPSHOT (2026-07-08, end of working session) - -**Rubric lineage:** v2.0 `22d6dde` (fp `8e0d00bfd8df`) → v2.1 `feec7b9` (fp -`42d6a9e593cf`, verified live) → v2.2 `5c49d8e` (fp `25e9d07f8b31`, verified live -2026-07-08: BAzkEPJ 0.79 / ayg7ckA 0.70 / #21 0.68 / #13 0.59 neg-control clean; -facts-vs-verdicts rule discriminates — sanctioned constructor change recovers R3, -#21's List→IEnumerable rewrite stays penalized) → **v2.3 (fp `37ffc5f460d2`, -CURRENT)** — M5 direction-neutral: spec is silent on discount interaction and the -agent cannot ask, so a TESTED assumption (accumulation or exclusivity alike) is an -explicit decision, not a deduction (FULL, 6/7); the 7th point is the verdict **MAX** — -the only above-FULL verdict in the rubric — reserved for reifying the choice itself: -exclusive-vs-accumulate as a configurable composition decision, both policies -expressible (the way `.Or` vs `AggregatedModifier` embody the two directions), with -a decidable two-part evidence bar: (a) the selection point, file + line, and (b) -executable proof of the second policy (test or working combinator); prose is not -movement. Base-intent note corrected after code -audit (base has NO Pricing tests; all implemented interaction idioms choose — -ClientLevelDiscounts override, min(), .Or fallback — but unused AggregatedModifier -is a base-provided sequential-composition idiom, and special-offer bodies are -unimplemented). Ground truth `explicit-exclusivity` renamed → `explicit-interaction`. -(Lineage note: v2.3 was amended same-day pre-first-run, fp `fdb83b1535a6` → -`37ffc5f460d2`; the earlier fp never ran, so no evaluations are affected.) -v2.3 has NO live evaluations yet. Expected v2.3 re-scores: BAzkEPJ M5 0→6 (composition -tested through ChooseFor, single direction) ≈ 0.85; ayg7ckA M5 0→~4 (intra-weather -tested, chain interaction still silent) ≈ 0.74; #13 unchanged (before-chain stays -NONE). No trial so far models the configurable-policy ceiling. - -**Live results so far** (all judge=claude-fable-5): v2.1 anchors #21 0.66 / #16 0.64 / -#14 0.63 / #13 0.55 (neg. control exact) / #18 not run (cap-by-construction); Fable -as coder: vanilla `ayg7ckA` 0.66, deeper-instruction probe `BAzkEPJ` 0.70 (record; -first composition test in 15 trials; found+fixed base `Discount.Value` bug). v2.2: -BAzkEPJ 0.79 (restraint 25/25 — R1 bug-fix exemption + R4 harness exclusion fired -verbatim), ayg7ckA 0.70, #21 0.68 (no amnesty for the author-intent rewrite), #13 -0.59 (model_fit/test identical to v2.0/v2.1 — zero inflation). Trials published for -review: PR #22 (ayg7ckA), PR #23 (BAzkEPJ) on NoesisVision/nasde-calibration, with -13 inline comments mapping v2.2 verdicts to code. - -**Next actions (in order):** -1. Opus 4.8 back-to-back: v2.0 (`git restore --source 22d6dde -- tasks/ddd-weather-discount/`) - vs **v2.2** (branch head; v2.1 was transitional). Same 13-trial job dir - `jobs/calibration-round2/`, `--eval-model claude-opus-4-8`, n=2 if budget allows; - per-eval gating via `calibration_round2_eval_one.sh` (edit MODEL inside or copy). -2. Optional: #18 under current rubric (live cap-application demo), Fable eval of - `BAzkEPJ`/`ayg7ckA` under v2.2, `variants/claude-supple` coding run (ready, unrun). -3. `calibration_round2_check.py` computes acceptance per fingerprint group from the - working tree's dimensions file; export results via `nasde results-export` to the - nasde-results repo (commit+push — precedent established). - -**Budget reality:** one Fable eval = 12–21 min ≈ 20–40% of a Max-5x 5h window; runs -are gated per-eval by the owner. Auth: claude CLI keychain works for evals; sandbox -coding runs need CLAUDE_CODE_OAUTH_TOKEN (extracted from keychain at runtime by the -scratch launchers — never print it). +# HANDOVER SNAPSHOT (2026-07-08 evening — rubric v2.3 verified, supple-v3 probe run) + +**TL;DR of the day:** v2.2 verified live on 4 trials (every prediction exact, no +inflation, no amnesty); owner rulings turned M5 direction-neutral and added the MAX +verdict → rubric v2.3, verified live same day (BAzkEPJ 0.85, prediction exact, MAX +correctly withheld); `claude-supple` instruction rewritten v1→v3 (universal text, +supple-design elements explained, anti-abstraction restraint, tests-as-documentation); +supple-v3 coding run landed in the ExchangeRate trap (modified `CalculatePrices.cs`, +never touched `OfferModifiers.cs`) — eval result below. Everything committed and +pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. + +## Score table (judge = claude-fable-5, grouped by fingerprint — groups never mix) + +| Trial | v2.1 `42d6a9e593cf` | v2.2 `25e9d07f8b31` | v2.3 `37ffc5f460d2` | +|---|---|---|---| +| BAzkEPJ (Fable, deeper instruction) | 0.70 | 0.79 | **0.85** (pred. 0.85 ✓) | +| ayg7ckA (Fable, vanilla) | 0.66 | 0.70 | ~0.74 predicted, not run | +| 3WwZrNY (Fable, claude-supple v3) | — | — | **0.69** (39/19/11) | +| #21 FjYQ3XQ (bucket A) | 0.66 | 0.68 | not run | +| #13 ZvSsnyg (bucket C, neg control) | 0.55 | 0.59 | expected unchanged | + +## Today's experiments, in order + +1. **v2.2 verification (4 evals):** BAzkEPJ 0.79 (restraint 25/25 — R1 bug-fix + exemption and R4 harness exclusion cited verbatim by the judge), ayg7ckA 0.70, + #21 0.68 (facts-vs-verdicts discriminates: sanctioned constructor change recovers + R3 while the List→IEnumerable author-intent rewrite stays penalized; R4 correctly + generalized to codex's AGENTS.md), #13 0.59 (model_fit/test_quality identical to + v2.0/v2.1 to the point — zero inflation; restraint uplift fully attributable). +2. **Publication:** PR #22 (ayg7ckA) and PR #23 (BAzkEPJ) on + NoesisVision/nasde-calibration + 13 inline comments mapping v2.2 verdicts to code + (7 on #22, 6 on #23); M5 comments carry "superseded by v2.3" replies. +3. **M5 base-code audit** (triggered by owner's challenge): the base has NO Pricing + tests at all; every implemented interaction idiom chooses (ClientLevelDiscounts + override, IndividualSalesConditions min(), SpecialOffer.Or fallback with + unimplemented bodies); unused `AggregatedModifier` is a base-provided + sequential-composition idiom. Conclusion: the base prescribes VISIBILITY of the + interaction decision, not a direction. +4. **Rubric v2.3** (commits `82fa12c`, `2dd14e1`, `2f15d6f`, `7fb6a9f`): M5 + direction-neutral (tested accumulation == tested exclusivity == FULL 6/7); + verdict **MAX (7)** — the only above-FULL verdict — for reifying + exclusive-vs-accumulate as a configurable composition decision, gated by a + two-part evidence bar: (a) selection point (file+line), (b) executable proof of + the second policy; prose is not movement. Ground truth `explicit-exclusivity` → + `explicit-interaction`. Fingerprint `fdb83b1535a6` (never ran) → `37ffc5f460d2`. +5. **v2.3 first live eval:** BAzkEPJ 0.85 (40/25/20) — M5 FULL 6 citing + `RainDiscountIsAppliedOnTopOfProductDiscounts`; MAX not awarded (correct — its + policy seam extends the discount LIST, not the interaction choice); M4 PARTIAL 3 + and T2 NONE held. Third rubric version in a row with exact verdict-level + predictions. Watch item: the judge withheld MAX silently — verify future MAX + denials cite the missing selection point. +6. **claude-supple instruction v1→v2→v3** (commits `5bf43d9`, `6a50420`): universal + study-the-model text ("as if the original author had extended it"); dropped + "maintaining extension points for the future" (the phrase that biased BAzkEPJ + toward always-in-chain structure); v3 adds a compact explanation of supple design + + its six Evans elements framed as "inspiration, not a checklist", the + anti-abstraction clause ("avoid interfaces nothing needs yet... small and concrete + wherever the domain is concrete"), and proof discipline (edge cases; tests as the + model's documentation — every claimed property, including extension points, + demonstrated by an executable test, not a comment). + **Owner's universality rule (binding):** proof-discipline and attention-direction + hints are fine in an always-injected CLAUDE.md; naming the mechanism under test + (where decisions live, how to treat unspecified interactions) is telegraphing — + it converts understanding into obedience and is forbidden. +7. **supple-v3 coding run:** job `2026-07-08__17-57-38__claude-supple__fable5-supple3`, + trial `3WwZrNY`, 15 min, harbor reward 1.0. Restrained structure as instructed + (`Pricing/Discounts/Weather/` with 3 types, `Weather/` with 2 types — fewer + abstractions than BAzkEPJ) **but composed in the wrong place: modified + `CalculatePrices.cs`, never touched `OfferModifiers.cs`** — the exact + ExchangeRate-precedent trap the rubric's base-intent note warns judges about + (denomination ≠ policy). **Eval (v2.3, Fable): 0.69 = 39/19/11.** The measured + diagnosis PARTIALLY refutes the first hypothesis ("restraint overpowered + composition"): the composition MECHANICS were right — M4 FULL (eager factory-time + filtering in its own [DddFactory], no null-object) and, first time in 16 trials, + **M3 FULL** (zero bespoke spreading: delegates to pre-existing + `Offer.Apply` with canonical `PercentageDiscount`) — the + anti-abstraction clause demonstrably worked. What failed is the ENTRY POINT and + the PROOF: M2 PARTIAL (proper weather factory, but applied via a second + `.Apply(weatherDiscount)` in `CalculatePrices.cs:41` instead of the + OfferModifiers chain → also R1 PARTIAL off-touchpoint), M5 PARTIAL (silent + stacking re existing chain), and **T1 NONE — the composition test that made + BAzkEPJ shine is gone** (weather module tested in isolation only; test_quality + 11 vs deeper's 20). Net vs siblings: v3 instruction fixed M3+M4 (+7 over deeper's + verdicts) but lost M2+T1+M5 (−13). Instruction v4 question for tomorrow: anchor + the entry point and composition-testing WITHOUT telegraphing — candidates: + strengthen "study how the pieces compose into a whole" and extend proof + discipline to "properties of the change's integration with the existing model", + both still mechanism-free. Also note: proof discipline delivered module-level + tests (T3/T4/T5 FULL) but not integration-level ones — the wording says + "properties your design claims" and the model read "design" as "my new module". + +## Next actions (in order) + +1. Analyze the 3WwZrNY eval against the hypothesis above; decide instruction v4 + (universality rule applies — no mechanism naming). +2. Complete the v2.3 table: ayg7ckA (~0.74 predicted), #13 (control, expected + ~0.59), then #21/#16/#14 as budget allows. Per-eval gating stays. +3. Opus 4.8 back-to-back on `jobs/calibration-round2/` (13 trials assembled): + originally v2.0 (`git restore --source 22d6dde -- tasks/ddd-weather-discount/`) + vs v2.2; now a v2.3 pass is the more interesting endpoint — owner to choose the + version pair. `--eval-model claude-opus-4-8`, per-eval gating. +4. Exports to nasde-results: fable5-coder / fable5-deeper / fable5-supple3 jobs and + refreshed calibration-round2 (new v2.2/v2.3 assessment files) — commit+push + (precedent established; last push 4d1ff59 contains only the v2.1 state). +5. Optional: #18 under current rubric (live cap demo — the cap has never fired). + +**Budget reality:** plan upgraded to **Max 20x** on 2026-07-08 — one Fable eval +(7–21 min) now ≈ 5–10% of a 5h window; a coding run ≈ 15 min. Fable disappears after +**2026-07-12** — Fable-judge and Fable-coder work has priority until then. Per-eval +gating by the owner stays in force regardless of headroom. Auth: claude CLI keychain +works for evals; sandbox coding runs need CLAUDE_CODE_OAUTH_TOKEN (extracted from +keychain at runtime by the scratch launchers — never print it). **Where everything lives:** toolkit PR #75 (branch `calibration/ddd-weather-discount-v2`); -sink PRs #9–#21 with 60 inline comments (NoesisVision/nasde-calibration, GitHub is -canonical); durable results in NoesisVision/nasde-results (main); review reports on -sink branch `nasde-calibrate`. +sink PRs #9–#21 with 60 inline comments + PR #22 (ayg7ckA) and PR #23 (BAzkEPJ) with +13 v2.2-verdict comments (NoesisVision/nasde-calibration, GitHub is canonical); +durable results in NoesisVision/nasde-results (main); review reports on sink branch +`nasde-calibrate`. --- From 4279c6415bda326289fc4ddbf8cf197315629e6c Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 11:32:09 +0200 Subject: [PATCH 23/59] docs(calibration): ayg7ckA v2.3 = 0.75; v2.4 candidate - M5 idiom-vs-silent boundary Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index ddbf1965..87588be0 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -14,7 +14,7 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. | Trial | v2.1 `42d6a9e593cf` | v2.2 `25e9d07f8b31` | v2.3 `37ffc5f460d2` | |---|---|---|---| | BAzkEPJ (Fable, deeper instruction) | 0.70 | 0.79 | **0.85** (pred. 0.85 ✓) | -| ayg7ckA (Fable, vanilla) | 0.66 | 0.70 | ~0.74 predicted, not run | +| ayg7ckA (Fable, vanilla) | 0.66 | 0.70 | **0.75** (42/22/11) | | 3WwZrNY (Fable, claude-supple v3) | — | — | **0.69** (39/19/11) | | #21 FjYQ3XQ (bucket A) | 0.66 | 0.68 | not run | | #13 ZvSsnyg (bucket C, neg control) | 0.55 | 0.59 | expected unchanged | @@ -93,6 +93,14 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. 1. Analyze the 3WwZrNY eval against the hypothesis above; decide instruction v4 (universality rule applies — no mechanism naming). + v2.4 CANDIDATE (do NOT apply while the v2.3 table is filling — fingerprint bump + would orphan the group): sharpen the M5 FULL/PARTIAL boundary — the judge read + "modeled as an explicit idiom" as covering composition via the base + AggregatedModifier in ChooseFor (ayg7ckA M5 FULL 6 without any composition test), + while the PARTIAL example calls untested stack-after "silent". Decide whether + idiom-without-test is FULL (current judge reading; the test gap is already priced + in T1) or PARTIAL, and say it explicitly. PR naming convention (owner): #22 = + vanilla, #23 = supple, #24 = supple2. 2. Complete the v2.3 table: ayg7ckA (~0.74 predicted), #13 (control, expected ~0.59), then #21/#16/#14 as budget allows. Per-eval gating stays. 3. Opus 4.8 back-to-back on `jobs/calibration-round2/` (13 trials assembled): From 22ccc1f4794912fdfa62a05a4271773054f66716 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 11:43:20 +0200 Subject: [PATCH 24/59] docs(calibration): #13 v2.3 control clean - 0.59 identical to v2.2, before-chain NONE held Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index 87588be0..aa4e16f8 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -17,7 +17,7 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. | ayg7ckA (Fable, vanilla) | 0.66 | 0.70 | **0.75** (42/22/11) | | 3WwZrNY (Fable, claude-supple v3) | — | — | **0.69** (39/19/11) | | #21 FjYQ3XQ (bucket A) | 0.66 | 0.68 | not run | -| #13 ZvSsnyg (bucket C, neg control) | 0.55 | 0.59 | expected unchanged | +| #13 ZvSsnyg (bucket C, neg control) | 0.55 | 0.59 | **0.59** (30/23/6 — identical to v2.2; M5 NONE held: before-chain) | ## Today's experiments, in order @@ -101,8 +101,9 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. idiom-without-test is FULL (current judge reading; the test gap is already priced in T1) or PARTIAL, and say it explicitly. PR naming convention (owner): #22 = vanilla, #23 = supple, #24 = supple2. -2. Complete the v2.3 table: ayg7ckA (~0.74 predicted), #13 (control, expected - ~0.59), then #21/#16/#14 as budget allows. Per-eval gating stays. +2. Complete the v2.3 table: remaining #21, #16, #14 — one password each. + Done under v2.3: BAzkEPJ 0.85, ayg7ckA 0.75, 3WwZrNY 0.69, #13 0.59 (control clean). + PR #24 carries 7 inline comments mapping the v2.3 verdicts to code. 3. Opus 4.8 back-to-back on `jobs/calibration-round2/` (13 trials assembled): originally v2.0 (`git restore --source 22d6dde -- tasks/ddd-weather-discount/`) vs v2.2; now a v2.3 pass is the more interesting endpoint — owner to choose the From 6a6292a5cd0c6174271b19b6229764e5badce216 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 12:58:11 +0200 Subject: [PATCH 25/59] pricing: add claude-fable-5 ($10/$50, cache read $1) per official page 2026-07-09 Also note the claude-opus-4-8 output-rate discrepancy (toml 15 vs official 25) - left unchanged pending owner decision on restating June figures. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- src/nasde_toolkit/pricing.toml | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/src/nasde_toolkit/pricing.toml b/src/nasde_toolkit/pricing.toml index 05158829..6566dbbc 100644 --- a/src/nasde_toolkit/pricing.toml +++ b/src/nasde_toolkit/pricing.toml @@ -26,11 +26,20 @@ source = "https://developers.openai.com/api/docs/pricing" [models."claude-opus-4-8"] input_per_1m = 5.0 +# NOTE 2026-07-09: official page now lists output at $25/MTok — 15.0 kept until the +# owner decides whether to restate the June figures (chart + backfilled exports). output_per_1m = 15.0 cached_input_per_1m = 0.50 as_of = "2026-06-08" source = "https://platform.claude.com/docs/en/about-claude/pricing" +[models."claude-fable-5"] +input_per_1m = 10.0 +output_per_1m = 50.0 +cached_input_per_1m = 1.0 +as_of = "2026-07-09" +source = "https://platform.claude.com/docs/en/about-claude/pricing" + [models."claude-sonnet-4-6"] input_per_1m = 3.0 output_per_1m = 15.0 From c77f9a22559636c9542bfd76468955d101f92043 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 13:07:36 +0200 Subject: [PATCH 26/59] pricing: claude-opus-4-8 output 15->25 per official page (owner-approved restatement) Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- src/nasde_toolkit/pricing.toml | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/src/nasde_toolkit/pricing.toml b/src/nasde_toolkit/pricing.toml index 6566dbbc..2cc36f50 100644 --- a/src/nasde_toolkit/pricing.toml +++ b/src/nasde_toolkit/pricing.toml @@ -26,11 +26,9 @@ source = "https://developers.openai.com/api/docs/pricing" [models."claude-opus-4-8"] input_per_1m = 5.0 -# NOTE 2026-07-09: official page now lists output at $25/MTok — 15.0 kept until the -# owner decides whether to restate the June figures (chart + backfilled exports). -output_per_1m = 15.0 +output_per_1m = 25.0 cached_input_per_1m = 0.50 -as_of = "2026-06-08" +as_of = "2026-07-09" source = "https://platform.claude.com/docs/en/about-claude/pricing" [models."claude-fable-5"] From b8e5ced5615b67c06814671a0dc39f9774ccb174 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 13:21:54 +0200 Subject: [PATCH 27/59] feat(runner): variant-level instruction override + claude-supple-hint variant A file at variants//tasks//instruction.md replaces that task's instruction for the variant's runs only: the task dir is staged to a temp copy with instruction.md swapped, Harbor gets the staged path, and after the job each override trial's task_id.path is normalized back to the canonical task dir with the swap recorded as instruction_override (project-relative). Evaluations - including future re-evaluations - keep running against the live rubric and canonical instruction, matching the precedent set by the BAzkEPJ probe. variants/claude-supple-hint reifies that probe: canonical ddd-weather-discount instruction with the 'Fit into the existing DDD architecture' bullet replaced by the original supple-design paragraph (text extracted verbatim from the BAzkEPJ trajectory), so the 0.85 arm of the article experiment is a committed, reproducible artifact. Tests: staging swaps only instruction.md, respects task filter, registry override plumbing, task_id normalization + provenance; pricing test set updated for claude-fable-5. Full suite 466 passed. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../variants/claude-supple-hint/CLAUDE.md | 1 + .../tasks/ddd-weather-discount/instruction.md | 60 ++++++++ .../variants/claude-supple-hint/variant.toml | 2 + src/nasde_toolkit/runner.py | 138 +++++++++++++++--- tests/test_pricing.py | 1 + tests/test_runner.py | 89 +++++++++++ 6 files changed, 271 insertions(+), 20 deletions(-) create mode 100644 examples/ddd-architectural-challenges/variants/claude-supple-hint/CLAUDE.md create mode 100644 examples/ddd-architectural-challenges/variants/claude-supple-hint/tasks/ddd-weather-discount/instruction.md create mode 100644 examples/ddd-architectural-challenges/variants/claude-supple-hint/variant.toml diff --git a/examples/ddd-architectural-challenges/variants/claude-supple-hint/CLAUDE.md b/examples/ddd-architectural-challenges/variants/claude-supple-hint/CLAUDE.md new file mode 100644 index 00000000..41617e5d --- /dev/null +++ b/examples/ddd-architectural-challenges/variants/claude-supple-hint/CLAUDE.md @@ -0,0 +1 @@ +You are a coding assistant. Work in /app. diff --git a/examples/ddd-architectural-challenges/variants/claude-supple-hint/tasks/ddd-weather-discount/instruction.md b/examples/ddd-architectural-challenges/variants/claude-supple-hint/tasks/ddd-weather-discount/instruction.md new file mode 100644 index 00000000..8d1aea7e --- /dev/null +++ b/examples/ddd-architectural-challenges/variants/claude-supple-hint/tasks/ddd-weather-discount/instruction.md @@ -0,0 +1,60 @@ +# Task: Implement Weather-Based Discount Feature + +## Context + +You are working on an e-commerce system built using **Domain-Driven Design (DDD)** and **Hexagonal Architecture**. The codebase is located at `/app` (**.NET 8**, **C#**). + +## Requirement + +Implement a **Weather-Based Discount** feature that: +- Checks weather conditions for Warsaw, Poland (latitude: 52.2297, longitude: 21.0122) +- Applies **10% discount** when **precipitation > 0** (rain/snow) +- Uses the Open-Meteo API: + ``` + https://api.open-meteo.com/v1/forecast?latitude=52.2297&longitude=21.0122¤t=precipitation + ``` + +Example response: +```json +{ + "current": { + "precipitation": 0.5 + } +} +``` + +## Future Requirements + +The precipitation discount is **the first of many weather-based discounts**. Soon to be added: +- Temperature-based discount (< 0°C → 5% off) +- Wind speed discount (> 50 km/h → 15% off) +- Cloud coverage discount (> 80% → 8% off) +- Humidity discount (> 90% → 12% off) +- UV index discount (> 8 → 10% off) + +All use the same Open-Meteo API with different parameters: +``` +https://api.open-meteo.com/v1/forecast?latitude=52.2297&longitude=21.0122¤t=temperature_2m,windspeed_10m,cloudcover +``` + +**Your design must make adding these future discounts easy.** + +## Quality Expectations + +- VERY IMPORTANT - before the actual implementation understand the deeper idea behind the implemented Domain Driven Design model - try to fit in the existing model in the most conceptually sensible way - making only necessary changes while maintaining extension points for the future ("supple design" from Eric Evans). The quality of the changes in the resulting model is very important +- Handle API failures gracefully (don't break order processing) +- Write tests (unit and integration) +- Follow codebase conventions + +## Success Criteria + +1. `dotnet build` succeeds +2. `dotnet test` passes +3. Weather API integration present +4. Solution is extensible for future weather parameters + +## Constraints + +- Do NOT change the API URL or service +- Do NOT skip tests +- You MAY refactor existing code if needed diff --git a/examples/ddd-architectural-challenges/variants/claude-supple-hint/variant.toml b/examples/ddd-architectural-challenges/variants/claude-supple-hint/variant.toml new file mode 100644 index 00000000..6268cc1b --- /dev/null +++ b/examples/ddd-architectural-challenges/variants/claude-supple-hint/variant.toml @@ -0,0 +1,2 @@ +agent = "claude" +model = "claude-sonnet-4-6" diff --git a/src/nasde_toolkit/runner.py b/src/nasde_toolkit/runner.py index 2fad32e4..82006134 100644 --- a/src/nasde_toolkit/runner.py +++ b/src/nasde_toolkit/runner.py @@ -9,6 +9,7 @@ import asyncio import json import os +import shutil import statistics import sys import tempfile @@ -85,6 +86,8 @@ async def run_benchmark( resolved_model = _resolve_model(model, variant_dir, config) resolved_effort = _resolve_effort(effort, variant_dir) + instruction_overrides = stage_instruction_overrides(config, variant_dir, tasks_filter) + merged_config = _build_merged_config( config=config, variant_config_path=harbor_config_path, @@ -96,26 +99,33 @@ async def run_benchmark( harbor_env=harbor_env, n_attempts=n_attempts, job_suffix=job_suffix, + task_path_overrides={name: entry["staged"] for name, entry in instruction_overrides.items()}, ) - if with_eval: - os.environ.pop("CLAUDECODE", None) - await _run_job_with_streaming_eval( - config=config, - merged_config=merged_config, - with_opik=with_opik, - harbor_env=harbor_env, - max_concurrent_eval=max_concurrent_eval, - ) - else: - result = await _run_job( - merged_config, - with_opik=with_opik, - project_name=config.reporting.project_name or config.name, - project_dir=config.project_dir, + try: + if with_eval: + os.environ.pop("CLAUDECODE", None) + await _run_job_with_streaming_eval( + config=config, + merged_config=merged_config, + with_opik=with_opik, + harbor_env=harbor_env, + max_concurrent_eval=max_concurrent_eval, + ) + else: + result = await _run_job( + merged_config, + with_opik=with_opik, + project_name=config.reporting.project_name or config.name, + project_dir=config.project_dir, + ) + _print_job_summary(result, _job_dir_from_config(merged_config)) + console.print("\n[bold green]Benchmark execution completed[/bold green]\n") + finally: + normalize_instruction_override_trials( + _job_dir_from_config(merged_config), instruction_overrides, config.project_dir ) - _print_job_summary(result, _job_dir_from_config(merged_config)) - console.print("\n[bold green]Benchmark execution completed[/bold green]\n") + cleanup_instruction_overrides(instruction_overrides) # --------------------------------------------------------------------------- @@ -825,6 +835,7 @@ def _build_merged_config( harbor_env: str | None = None, n_attempts: int = 1, job_suffix: str | None = None, + task_path_overrides: dict[str, Path] | None = None, ) -> dict: from datetime import datetime @@ -838,7 +849,7 @@ def _build_merged_config( if reasoning_effort is not None: agent.setdefault("kwargs", {})["reasoning_effort"] = reasoning_effort - registry = _build_registry(config, tasks_filter) + registry = _build_registry(config, tasks_filter, task_path_overrides) registry_path = _write_temp_json(registry, prefix="nasde-registry-") jobs_dir = _resolve_jobs_dir(config.project_dir).resolve() @@ -867,22 +878,109 @@ def _build_merged_config( return merged -def _build_registry(config: ProjectConfig, tasks_filter: list[str] | None) -> list[dict]: +def _build_registry( + config: ProjectConfig, + tasks_filter: list[str] | None, + task_path_overrides: dict[str, Path] | None = None, +) -> list[dict]: tasks = config.tasks if tasks_filter: allowed = set(tasks_filter) tasks = [t for t in tasks if t.name in allowed] + overrides = task_path_overrides or {} return [ { "name": config.name, "description": f"Benchmark: {config.name}", "version": config.version, - "tasks": [{"name": t.name, "path": str(t.path.resolve())} for t in tasks], + "tasks": [{"name": t.name, "path": str(overrides.get(t.name, t.path).resolve())} for t in tasks], } ] +def stage_instruction_overrides( + config: ProjectConfig, variant_dir: Path, tasks_filter: list[str] | None +) -> dict[str, dict[str, Path]]: + """Stage shadow task dirs for tasks whose instruction the variant overrides. + + Convention (a sibling of the CLAUDE.md carrier): a file at + ``variants//tasks//instruction.md`` replaces that task's + instruction for this variant's runs only. The task dir is copied to a temp + dir with ``instruction.md`` swapped, so the canonical task stays untouched + and the override is a committed, reviewable artifact of the variant. + + Returns ``{task_name: {"staged": ..., "canonical": ..., "override": ...}}``. + After the job, ``normalize_instruction_override_trials`` points the trials' + ``task_id.path`` back at the canonical dir — evaluations (including future + re-evaluations) always run against the live rubric and canonical + instruction, with the override recorded as ``instruction_override``. + """ + allowed = set(tasks_filter) if tasks_filter else None + staged: dict[str, dict[str, Path]] = {} + for task in config.tasks: + if allowed is not None and task.name not in allowed: + continue + override = variant_dir / "tasks" / task.name / "instruction.md" + if not override.exists(): + continue + staged_root = Path(tempfile.mkdtemp(prefix="nasde_instr_override_")) / task.name + shutil.copytree(task.path, staged_root, symlinks=True) + shutil.copy2(override, staged_root / "instruction.md") + staged[task.name] = { + "staged": staged_root, + "canonical": task.path.resolve(), + "override": override, + } + console.print(f"[cyan]instruction override:[/cyan] task '{task.name}' runs with {override}") + return staged + + +def normalize_instruction_override_trials( + job_dir: Path | None, staged: dict[str, dict[str, Path]], project_dir: Path +) -> None: + """Rewrite override trials' ``task_id.path`` to the canonical task dir. + + Harbor records the staged temp path; left as-is it would dangle after + cleanup and freeze the rubric at run time. Re-pointing at the canonical dir + keeps the established workflow — re-evaluating old trials under the current + rubric — intact. The swap is recorded per trial as ``instruction_override`` + (project-relative path into the variant), so provenance survives export. + """ + if not staged or job_dir is None or not job_dir.exists(): + return + by_staged = {str(entry["staged"].resolve()): entry for entry in staged.values()} + for result_path in job_dir.glob("*/result.json"): + result = _load_result_json(result_path) + if result is None or not result.get("task_id"): + continue + task_path = str(Path(result["task_id"].get("path", "")).resolve()) + entry = by_staged.get(task_path) + if entry is None: + continue + result["task_id"]["path"] = str(entry["canonical"]) + try: + override_rel: str = str(entry["override"].resolve().relative_to(project_dir.resolve())) + except ValueError: + override_rel = str(entry["override"]) + result["instruction_override"] = override_rel + result_path.write_text(json.dumps(result, indent=2)) + console.print(f" [dim]normalized task_id for override trial: {result_path.parent.name}[/dim]") + + +def cleanup_instruction_overrides(staged: dict[str, dict[str, Path]]) -> None: + for entry in staged.values(): + shutil.rmtree(entry["staged"].parent, ignore_errors=True) + + +def _load_result_json(path: Path) -> dict | None: + try: + loaded: dict = json.loads(path.read_text()) + return loaded + except (OSError, json.JSONDecodeError): + return None + + def _write_temp_json(data: object, prefix: str) -> str: fd, path = tempfile.mkstemp(suffix=".json", prefix=prefix) with open(fd, "w") as f: diff --git a/tests/test_pricing.py b/tests/test_pricing.py index 6d476f1a..baa4b979 100644 --- a/tests/test_pricing.py +++ b/tests/test_pricing.py @@ -146,6 +146,7 @@ def test_layered_three_layers_compose(tmp_path: Path, empty_user_layer: Path) -> assert set(merged) == { "gpt-5.5", "gpt-5.4", + "claude-fable-5", "claude-opus-4-8", "claude-sonnet-4-6", "azure-gpt5", diff --git a/tests/test_runner.py b/tests/test_runner.py index d6faf31d..ab17f2d4 100644 --- a/tests/test_runner.py +++ b/tests/test_runner.py @@ -547,3 +547,92 @@ def test_collect_sandbox_files_omits_claude_config_when_absent(tmp_path: Path) - result = _collect_sandbox_files(variant_dir) assert "/logs/agent/sessions/.claude.json" not in result + + +def test_stage_instruction_overrides_none_without_override_file(tmp_project: ProjectConfig) -> None: + from nasde_toolkit.runner import stage_instruction_overrides + + variant_dir = tmp_project.project_dir / "variants" / "vanilla" + assert stage_instruction_overrides(tmp_project, variant_dir, None) == {} + + +def test_stage_instruction_overrides_swaps_instruction_only(tmp_project: ProjectConfig) -> None: + from nasde_toolkit.runner import cleanup_instruction_overrides, stage_instruction_overrides + + task_dir = tmp_project.tasks[0].path + (task_dir / "instruction.md").write_text("canonical instruction") + (task_dir / "assessment_criteria.md").write_text("rubric v1") + + variant_dir = tmp_project.project_dir / "variants" / "vanilla" + override_dir = variant_dir / "tasks" / "sample-task" + override_dir.mkdir(parents=True) + (override_dir / "instruction.md").write_text("supple hint instruction") + + staged = stage_instruction_overrides(tmp_project, variant_dir, None) + try: + assert set(staged) == {"sample-task"} + staged_dir = staged["sample-task"]["staged"] + assert (staged_dir / "instruction.md").read_text() == "supple hint instruction" + assert (staged_dir / "assessment_criteria.md").read_text() == "rubric v1" + assert (task_dir / "instruction.md").read_text() == "canonical instruction" + assert staged["sample-task"]["canonical"] == task_dir.resolve() + finally: + cleanup_instruction_overrides(staged) + assert not staged["sample-task"]["staged"].exists() + + +def test_stage_instruction_overrides_respects_tasks_filter(tmp_project: ProjectConfig) -> None: + from nasde_toolkit.runner import stage_instruction_overrides + + task_dir = tmp_project.tasks[0].path + (task_dir / "instruction.md").write_text("canonical instruction") + variant_dir = tmp_project.project_dir / "variants" / "vanilla" + override_dir = variant_dir / "tasks" / "sample-task" + override_dir.mkdir(parents=True) + (override_dir / "instruction.md").write_text("hint") + + assert stage_instruction_overrides(tmp_project, variant_dir, ["other-task"]) == {} + + +def test_normalize_instruction_override_trials_rewrites_task_id(tmp_project: ProjectConfig) -> None: + from nasde_toolkit.runner import ( + cleanup_instruction_overrides, + normalize_instruction_override_trials, + stage_instruction_overrides, + ) + + task_dir = tmp_project.tasks[0].path + (task_dir / "instruction.md").write_text("canonical instruction") + variant_dir = tmp_project.project_dir / "variants" / "vanilla" + override_dir = variant_dir / "tasks" / "sample-task" + override_dir.mkdir(parents=True) + (override_dir / "instruction.md").write_text("hint") + + staged = stage_instruction_overrides(tmp_project, variant_dir, None) + job_dir = tmp_project.project_dir / "jobs" / "job-x" + trial_dir = job_dir / "sample-task__abc" + trial_dir.mkdir(parents=True) + (trial_dir / "result.json").write_text( + json.dumps({"task_id": {"path": str(staged["sample-task"]["staged"])}, "trial_name": "sample-task__abc"}) + ) + other_trial = job_dir / "sample-task__keep" + other_trial.mkdir() + (other_trial / "result.json").write_text(json.dumps({"task_id": {"path": str(task_dir)}})) + + normalize_instruction_override_trials(job_dir, staged, tmp_project.project_dir) + cleanup_instruction_overrides(staged) + + rewritten = json.loads((trial_dir / "result.json").read_text()) + assert rewritten["task_id"]["path"] == str(task_dir.resolve()) + assert rewritten["instruction_override"] == "variants/vanilla/tasks/sample-task/instruction.md" + untouched = json.loads((other_trial / "result.json").read_text()) + assert "instruction_override" not in untouched + + +def test_build_registry_uses_task_path_overrides(tmp_project: ProjectConfig) -> None: + from nasde_toolkit.runner import _build_registry + + override = tmp_project.project_dir / "staged-task" + override.mkdir() + registry = _build_registry(tmp_project, None, {"sample-task": override}) + assert registry[0]["tasks"][0]["path"] == str(override.resolve()) From 51ad484384c97466a9a231a4cfeb9b3ad06f870f Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 13:26:10 +0200 Subject: [PATCH 28/59] revert: variant-level instruction override (breaks the benchmark invariant) The instruction is part of the benchmark's definition, not of a variant: variants may differ in what the agent brings (CLAUDE.md, skills), never in what it is asked to do - otherwise scores are not comparable. Changing the instruction means a new benchmark version and re-running ALL variants against it. The BAzkEPJ instruction-swap probe stays an exploratory side-note, not a publishable arm. Keeps the unrelated test_pricing claude-fable-5 fix from the reverted commit. Suite: 461 passed. This reverts commit f79645a. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../variants/claude-supple-hint/CLAUDE.md | 1 - .../tasks/ddd-weather-discount/instruction.md | 60 -------- .../variants/claude-supple-hint/variant.toml | 2 - src/nasde_toolkit/runner.py | 138 +++--------------- tests/test_runner.py | 89 ----------- 5 files changed, 20 insertions(+), 270 deletions(-) delete mode 100644 examples/ddd-architectural-challenges/variants/claude-supple-hint/CLAUDE.md delete mode 100644 examples/ddd-architectural-challenges/variants/claude-supple-hint/tasks/ddd-weather-discount/instruction.md delete mode 100644 examples/ddd-architectural-challenges/variants/claude-supple-hint/variant.toml diff --git a/examples/ddd-architectural-challenges/variants/claude-supple-hint/CLAUDE.md b/examples/ddd-architectural-challenges/variants/claude-supple-hint/CLAUDE.md deleted file mode 100644 index 41617e5d..00000000 --- a/examples/ddd-architectural-challenges/variants/claude-supple-hint/CLAUDE.md +++ /dev/null @@ -1 +0,0 @@ -You are a coding assistant. Work in /app. diff --git a/examples/ddd-architectural-challenges/variants/claude-supple-hint/tasks/ddd-weather-discount/instruction.md b/examples/ddd-architectural-challenges/variants/claude-supple-hint/tasks/ddd-weather-discount/instruction.md deleted file mode 100644 index 8d1aea7e..00000000 --- a/examples/ddd-architectural-challenges/variants/claude-supple-hint/tasks/ddd-weather-discount/instruction.md +++ /dev/null @@ -1,60 +0,0 @@ -# Task: Implement Weather-Based Discount Feature - -## Context - -You are working on an e-commerce system built using **Domain-Driven Design (DDD)** and **Hexagonal Architecture**. The codebase is located at `/app` (**.NET 8**, **C#**). - -## Requirement - -Implement a **Weather-Based Discount** feature that: -- Checks weather conditions for Warsaw, Poland (latitude: 52.2297, longitude: 21.0122) -- Applies **10% discount** when **precipitation > 0** (rain/snow) -- Uses the Open-Meteo API: - ``` - https://api.open-meteo.com/v1/forecast?latitude=52.2297&longitude=21.0122¤t=precipitation - ``` - -Example response: -```json -{ - "current": { - "precipitation": 0.5 - } -} -``` - -## Future Requirements - -The precipitation discount is **the first of many weather-based discounts**. Soon to be added: -- Temperature-based discount (< 0°C → 5% off) -- Wind speed discount (> 50 km/h → 15% off) -- Cloud coverage discount (> 80% → 8% off) -- Humidity discount (> 90% → 12% off) -- UV index discount (> 8 → 10% off) - -All use the same Open-Meteo API with different parameters: -``` -https://api.open-meteo.com/v1/forecast?latitude=52.2297&longitude=21.0122¤t=temperature_2m,windspeed_10m,cloudcover -``` - -**Your design must make adding these future discounts easy.** - -## Quality Expectations - -- VERY IMPORTANT - before the actual implementation understand the deeper idea behind the implemented Domain Driven Design model - try to fit in the existing model in the most conceptually sensible way - making only necessary changes while maintaining extension points for the future ("supple design" from Eric Evans). The quality of the changes in the resulting model is very important -- Handle API failures gracefully (don't break order processing) -- Write tests (unit and integration) -- Follow codebase conventions - -## Success Criteria - -1. `dotnet build` succeeds -2. `dotnet test` passes -3. Weather API integration present -4. Solution is extensible for future weather parameters - -## Constraints - -- Do NOT change the API URL or service -- Do NOT skip tests -- You MAY refactor existing code if needed diff --git a/examples/ddd-architectural-challenges/variants/claude-supple-hint/variant.toml b/examples/ddd-architectural-challenges/variants/claude-supple-hint/variant.toml deleted file mode 100644 index 6268cc1b..00000000 --- a/examples/ddd-architectural-challenges/variants/claude-supple-hint/variant.toml +++ /dev/null @@ -1,2 +0,0 @@ -agent = "claude" -model = "claude-sonnet-4-6" diff --git a/src/nasde_toolkit/runner.py b/src/nasde_toolkit/runner.py index 82006134..2fad32e4 100644 --- a/src/nasde_toolkit/runner.py +++ b/src/nasde_toolkit/runner.py @@ -9,7 +9,6 @@ import asyncio import json import os -import shutil import statistics import sys import tempfile @@ -86,8 +85,6 @@ async def run_benchmark( resolved_model = _resolve_model(model, variant_dir, config) resolved_effort = _resolve_effort(effort, variant_dir) - instruction_overrides = stage_instruction_overrides(config, variant_dir, tasks_filter) - merged_config = _build_merged_config( config=config, variant_config_path=harbor_config_path, @@ -99,33 +96,26 @@ async def run_benchmark( harbor_env=harbor_env, n_attempts=n_attempts, job_suffix=job_suffix, - task_path_overrides={name: entry["staged"] for name, entry in instruction_overrides.items()}, ) - try: - if with_eval: - os.environ.pop("CLAUDECODE", None) - await _run_job_with_streaming_eval( - config=config, - merged_config=merged_config, - with_opik=with_opik, - harbor_env=harbor_env, - max_concurrent_eval=max_concurrent_eval, - ) - else: - result = await _run_job( - merged_config, - with_opik=with_opik, - project_name=config.reporting.project_name or config.name, - project_dir=config.project_dir, - ) - _print_job_summary(result, _job_dir_from_config(merged_config)) - console.print("\n[bold green]Benchmark execution completed[/bold green]\n") - finally: - normalize_instruction_override_trials( - _job_dir_from_config(merged_config), instruction_overrides, config.project_dir + if with_eval: + os.environ.pop("CLAUDECODE", None) + await _run_job_with_streaming_eval( + config=config, + merged_config=merged_config, + with_opik=with_opik, + harbor_env=harbor_env, + max_concurrent_eval=max_concurrent_eval, + ) + else: + result = await _run_job( + merged_config, + with_opik=with_opik, + project_name=config.reporting.project_name or config.name, + project_dir=config.project_dir, ) - cleanup_instruction_overrides(instruction_overrides) + _print_job_summary(result, _job_dir_from_config(merged_config)) + console.print("\n[bold green]Benchmark execution completed[/bold green]\n") # --------------------------------------------------------------------------- @@ -835,7 +825,6 @@ def _build_merged_config( harbor_env: str | None = None, n_attempts: int = 1, job_suffix: str | None = None, - task_path_overrides: dict[str, Path] | None = None, ) -> dict: from datetime import datetime @@ -849,7 +838,7 @@ def _build_merged_config( if reasoning_effort is not None: agent.setdefault("kwargs", {})["reasoning_effort"] = reasoning_effort - registry = _build_registry(config, tasks_filter, task_path_overrides) + registry = _build_registry(config, tasks_filter) registry_path = _write_temp_json(registry, prefix="nasde-registry-") jobs_dir = _resolve_jobs_dir(config.project_dir).resolve() @@ -878,109 +867,22 @@ def _build_merged_config( return merged -def _build_registry( - config: ProjectConfig, - tasks_filter: list[str] | None, - task_path_overrides: dict[str, Path] | None = None, -) -> list[dict]: +def _build_registry(config: ProjectConfig, tasks_filter: list[str] | None) -> list[dict]: tasks = config.tasks if tasks_filter: allowed = set(tasks_filter) tasks = [t for t in tasks if t.name in allowed] - overrides = task_path_overrides or {} return [ { "name": config.name, "description": f"Benchmark: {config.name}", "version": config.version, - "tasks": [{"name": t.name, "path": str(overrides.get(t.name, t.path).resolve())} for t in tasks], + "tasks": [{"name": t.name, "path": str(t.path.resolve())} for t in tasks], } ] -def stage_instruction_overrides( - config: ProjectConfig, variant_dir: Path, tasks_filter: list[str] | None -) -> dict[str, dict[str, Path]]: - """Stage shadow task dirs for tasks whose instruction the variant overrides. - - Convention (a sibling of the CLAUDE.md carrier): a file at - ``variants//tasks//instruction.md`` replaces that task's - instruction for this variant's runs only. The task dir is copied to a temp - dir with ``instruction.md`` swapped, so the canonical task stays untouched - and the override is a committed, reviewable artifact of the variant. - - Returns ``{task_name: {"staged": ..., "canonical": ..., "override": ...}}``. - After the job, ``normalize_instruction_override_trials`` points the trials' - ``task_id.path`` back at the canonical dir — evaluations (including future - re-evaluations) always run against the live rubric and canonical - instruction, with the override recorded as ``instruction_override``. - """ - allowed = set(tasks_filter) if tasks_filter else None - staged: dict[str, dict[str, Path]] = {} - for task in config.tasks: - if allowed is not None and task.name not in allowed: - continue - override = variant_dir / "tasks" / task.name / "instruction.md" - if not override.exists(): - continue - staged_root = Path(tempfile.mkdtemp(prefix="nasde_instr_override_")) / task.name - shutil.copytree(task.path, staged_root, symlinks=True) - shutil.copy2(override, staged_root / "instruction.md") - staged[task.name] = { - "staged": staged_root, - "canonical": task.path.resolve(), - "override": override, - } - console.print(f"[cyan]instruction override:[/cyan] task '{task.name}' runs with {override}") - return staged - - -def normalize_instruction_override_trials( - job_dir: Path | None, staged: dict[str, dict[str, Path]], project_dir: Path -) -> None: - """Rewrite override trials' ``task_id.path`` to the canonical task dir. - - Harbor records the staged temp path; left as-is it would dangle after - cleanup and freeze the rubric at run time. Re-pointing at the canonical dir - keeps the established workflow — re-evaluating old trials under the current - rubric — intact. The swap is recorded per trial as ``instruction_override`` - (project-relative path into the variant), so provenance survives export. - """ - if not staged or job_dir is None or not job_dir.exists(): - return - by_staged = {str(entry["staged"].resolve()): entry for entry in staged.values()} - for result_path in job_dir.glob("*/result.json"): - result = _load_result_json(result_path) - if result is None or not result.get("task_id"): - continue - task_path = str(Path(result["task_id"].get("path", "")).resolve()) - entry = by_staged.get(task_path) - if entry is None: - continue - result["task_id"]["path"] = str(entry["canonical"]) - try: - override_rel: str = str(entry["override"].resolve().relative_to(project_dir.resolve())) - except ValueError: - override_rel = str(entry["override"]) - result["instruction_override"] = override_rel - result_path.write_text(json.dumps(result, indent=2)) - console.print(f" [dim]normalized task_id for override trial: {result_path.parent.name}[/dim]") - - -def cleanup_instruction_overrides(staged: dict[str, dict[str, Path]]) -> None: - for entry in staged.values(): - shutil.rmtree(entry["staged"].parent, ignore_errors=True) - - -def _load_result_json(path: Path) -> dict | None: - try: - loaded: dict = json.loads(path.read_text()) - return loaded - except (OSError, json.JSONDecodeError): - return None - - def _write_temp_json(data: object, prefix: str) -> str: fd, path = tempfile.mkstemp(suffix=".json", prefix=prefix) with open(fd, "w") as f: diff --git a/tests/test_runner.py b/tests/test_runner.py index ab17f2d4..d6faf31d 100644 --- a/tests/test_runner.py +++ b/tests/test_runner.py @@ -547,92 +547,3 @@ def test_collect_sandbox_files_omits_claude_config_when_absent(tmp_path: Path) - result = _collect_sandbox_files(variant_dir) assert "/logs/agent/sessions/.claude.json" not in result - - -def test_stage_instruction_overrides_none_without_override_file(tmp_project: ProjectConfig) -> None: - from nasde_toolkit.runner import stage_instruction_overrides - - variant_dir = tmp_project.project_dir / "variants" / "vanilla" - assert stage_instruction_overrides(tmp_project, variant_dir, None) == {} - - -def test_stage_instruction_overrides_swaps_instruction_only(tmp_project: ProjectConfig) -> None: - from nasde_toolkit.runner import cleanup_instruction_overrides, stage_instruction_overrides - - task_dir = tmp_project.tasks[0].path - (task_dir / "instruction.md").write_text("canonical instruction") - (task_dir / "assessment_criteria.md").write_text("rubric v1") - - variant_dir = tmp_project.project_dir / "variants" / "vanilla" - override_dir = variant_dir / "tasks" / "sample-task" - override_dir.mkdir(parents=True) - (override_dir / "instruction.md").write_text("supple hint instruction") - - staged = stage_instruction_overrides(tmp_project, variant_dir, None) - try: - assert set(staged) == {"sample-task"} - staged_dir = staged["sample-task"]["staged"] - assert (staged_dir / "instruction.md").read_text() == "supple hint instruction" - assert (staged_dir / "assessment_criteria.md").read_text() == "rubric v1" - assert (task_dir / "instruction.md").read_text() == "canonical instruction" - assert staged["sample-task"]["canonical"] == task_dir.resolve() - finally: - cleanup_instruction_overrides(staged) - assert not staged["sample-task"]["staged"].exists() - - -def test_stage_instruction_overrides_respects_tasks_filter(tmp_project: ProjectConfig) -> None: - from nasde_toolkit.runner import stage_instruction_overrides - - task_dir = tmp_project.tasks[0].path - (task_dir / "instruction.md").write_text("canonical instruction") - variant_dir = tmp_project.project_dir / "variants" / "vanilla" - override_dir = variant_dir / "tasks" / "sample-task" - override_dir.mkdir(parents=True) - (override_dir / "instruction.md").write_text("hint") - - assert stage_instruction_overrides(tmp_project, variant_dir, ["other-task"]) == {} - - -def test_normalize_instruction_override_trials_rewrites_task_id(tmp_project: ProjectConfig) -> None: - from nasde_toolkit.runner import ( - cleanup_instruction_overrides, - normalize_instruction_override_trials, - stage_instruction_overrides, - ) - - task_dir = tmp_project.tasks[0].path - (task_dir / "instruction.md").write_text("canonical instruction") - variant_dir = tmp_project.project_dir / "variants" / "vanilla" - override_dir = variant_dir / "tasks" / "sample-task" - override_dir.mkdir(parents=True) - (override_dir / "instruction.md").write_text("hint") - - staged = stage_instruction_overrides(tmp_project, variant_dir, None) - job_dir = tmp_project.project_dir / "jobs" / "job-x" - trial_dir = job_dir / "sample-task__abc" - trial_dir.mkdir(parents=True) - (trial_dir / "result.json").write_text( - json.dumps({"task_id": {"path": str(staged["sample-task"]["staged"])}, "trial_name": "sample-task__abc"}) - ) - other_trial = job_dir / "sample-task__keep" - other_trial.mkdir() - (other_trial / "result.json").write_text(json.dumps({"task_id": {"path": str(task_dir)}})) - - normalize_instruction_override_trials(job_dir, staged, tmp_project.project_dir) - cleanup_instruction_overrides(staged) - - rewritten = json.loads((trial_dir / "result.json").read_text()) - assert rewritten["task_id"]["path"] == str(task_dir.resolve()) - assert rewritten["instruction_override"] == "variants/vanilla/tasks/sample-task/instruction.md" - untouched = json.loads((other_trial / "result.json").read_text()) - assert "instruction_override" not in untouched - - -def test_build_registry_uses_task_path_overrides(tmp_project: ProjectConfig) -> None: - from nasde_toolkit.runner import _build_registry - - override = tmp_project.project_dir / "staged-task" - override.mkdir() - registry = _build_registry(tmp_project, None, {"sample-task": override}) - assert registry[0]["tasks"][0]["path"] == str(override.resolve()) From b83a601f194fdaf266d73199bcfeb0f838bd953f Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 13:36:12 +0200 Subject: [PATCH 29/59] variant(claude-deeper-hint): minimal think-deeper hint in CLAUDE.md, instruction untouched The owner-approved minimal-hint arm for the Fable article: vanilla CLAUDE.md plus one explicit sentence to think deeply about the existing domain model before coding. The task instruction stays canonical - the only manipulated variable across arms is the CLAUDE.md content (vanilla / minimal hint / rich supple v3). Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../variants/claude-deeper-hint/CLAUDE.md | 3 +++ .../variants/claude-deeper-hint/variant.toml | 2 ++ 2 files changed, 5 insertions(+) create mode 100644 examples/ddd-architectural-challenges/variants/claude-deeper-hint/CLAUDE.md create mode 100644 examples/ddd-architectural-challenges/variants/claude-deeper-hint/variant.toml diff --git a/examples/ddd-architectural-challenges/variants/claude-deeper-hint/CLAUDE.md b/examples/ddd-architectural-challenges/variants/claude-deeper-hint/CLAUDE.md new file mode 100644 index 00000000..7080142b --- /dev/null +++ b/examples/ddd-architectural-challenges/variants/claude-deeper-hint/CLAUDE.md @@ -0,0 +1,3 @@ +You are a coding assistant. Work in /app. + +VERY IMPORTANT: before writing any code, think deeply about the existing domain model — understand the deeper idea behind it and fit your change into it in the most conceptually sensible way. The quality of the resulting model is very important. diff --git a/examples/ddd-architectural-challenges/variants/claude-deeper-hint/variant.toml b/examples/ddd-architectural-challenges/variants/claude-deeper-hint/variant.toml new file mode 100644 index 00000000..6268cc1b --- /dev/null +++ b/examples/ddd-architectural-challenges/variants/claude-deeper-hint/variant.toml @@ -0,0 +1,2 @@ +agent = "claude" +model = "claude-sonnet-4-6" From 006df89d773bd0436644f62179012581fbc169bd Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 15:22:53 +0200 Subject: [PATCH 30/59] docs(calibration): deeper-hint probe 0.78-0.80 + Opus judge pilot results Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 27 +++++++++++++++++++ 1 file changed, 27 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index aa4e16f8..7bfdc21a 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -18,6 +18,7 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. | 3WwZrNY (Fable, claude-supple v3) | — | — | **0.69** (39/19/11) | | #21 FjYQ3XQ (bucket A) | 0.66 | 0.68 | not run | | #13 ZvSsnyg (bucket C, neg control) | 0.55 | 0.59 | **0.59** (30/23/6 — identical to v2.2; M5 NONE held: before-chain) | +| 7sJ9JK3 (Fable, claude-deeper-hint) | — | — | Fable: **0.78/0.80**; Opus: **0.78/0.78** (judge pilot) | ## Today's experiments, in order @@ -89,6 +90,32 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. tests (T3/T4/T5 FULL) but not integration-level ones — the wording says "properties your design claims" and the model read "design" as "my new module". +### 2026-07-09 addendum — deeper-hint probe + judge pilot (autonomous task) + +Article matrix settled: TWO Fable arms only (vanilla, claude-deeper-hint = minimal +'think deeper' CLAUDE.md hint, instruction untouched), n=3 each; Opus/Sonnet ± skill +arms in a later session; judge-cost and orchestration-cost threads CUT from the +article (owner). claude-supple-hint instruction-override feature REVERTED (benchmark +invariant: instruction belongs to the benchmark, never to a variant); claude-supple +(rich v3) parked as internal exploration. + +Probe trial `7sJ9JK3` (job 2026-07-09__14-33-46, reward 1.0, hint mount smoke-checked): +found+fixed the SAME latent base bug as BAzkEPJ (Discount.Value isPercentage) plus a +ValueDiscount GetHashCode null-safety fix, both covered by DiscountTests — two +independent 'think deeper' runs found the bug; vanilla and supple2 did not. +Fable evals: 0.78 (44/25/9) and 0.80 (44/25/11) — model_fit 44 = RECORD (M4 FULL, +M5 FULL via AggregatedModifier idiom, M3 PARTIAL hidden GrantedDiscounts); weakness +is tests again: T1/T2 NONE, T4 PARTIAL (NeverDisruptsPricingWhenObservingRealWeather +hits the real API during dotnet test). vs the instruction-swap probe 0.85: better +model mechanics, all of the gap is test_quality (10 vs 20 — no composition test). +Opus 4.8 evals (judge pilot): 0.78 (41/25/12) and 0.78 (44/19/15) — headline +agreement with Fable excellent (0.78 vs 0.79 mean); dimension level one genuine +gray-zone split (Opus#2 read the extra ValueDiscount null-safety edit as R1 +PARTIAL/'avoidable modification' where Fable and Opus#1 folded it into the bug-fix +exemption). Opus cites rubric checks by name, applies harness-mount exclusion +correctly — reads the rubric's language well. Rubric v2.4 candidate: define whether +a SECOND, adjacent fix in the same shared file stays inside the bug-fix exemption. + ## Next actions (in order) 1. Analyze the 3WwZrNY eval against the hypothesis above; decide instruction v4 From f381949b5052dd31af77cf505af1109cd77f3447 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 16:11:05 +0200 Subject: [PATCH 31/59] docs(calibration): vanilla#2 Ss2F6dR - 0.73 Fable / 0.67 Opus, M4 NONE null-object Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index 7bfdc21a..c7f741d4 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -19,6 +19,7 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. | #21 FjYQ3XQ (bucket A) | 0.66 | 0.68 | not run | | #13 ZvSsnyg (bucket C, neg control) | 0.55 | 0.59 | **0.59** (30/23/6 — identical to v2.2; M5 NONE held: before-chain) | | 7sJ9JK3 (Fable, claude-deeper-hint) | — | — | Fable: **0.78/0.80**; Opus: **0.78/0.78** (judge pilot) | +| Ss2F6dR (Fable, vanilla #2) | — | — | Fable: **0.72/0.74**; Opus: **0.67/0.67** — M4 NONE (NoDiscount null-object!), no base-bug fix | ## Today's experiments, in order From 094a8c2e891fc4fe5b29ec9afaac055f35fde989 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 18:30:38 +0200 Subject: [PATCH 32/59] docs(calibration): deeper-hint#2 b5jkaWo - Fable 0.74, Opus 0.73; arm variance real Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index c7f741d4..72df0e38 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -20,6 +20,7 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. | #13 ZvSsnyg (bucket C, neg control) | 0.55 | 0.59 | **0.59** (30/23/6 — identical to v2.2; M5 NONE held: before-chain) | | 7sJ9JK3 (Fable, claude-deeper-hint) | — | — | Fable: **0.78/0.80**; Opus: **0.78/0.78** (judge pilot) | | Ss2F6dR (Fable, vanilla #2) | — | — | Fable: **0.72/0.74**; Opus: **0.67/0.67** — M4 NONE (NoDiscount null-object!), no base-bug fix | +| b5jkaWo (Fable, deeper-hint #2) | — | — | Fable: **0.74/0.74**; Opus: **0.73/0.73** — M4 PARTIAL, T1 PARTIAL (identity-chain composition test), no bug fix | ## Today's experiments, in order From 77db6772d4611a008cc57bde848a0ff0591cc87b Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 20:09:32 +0200 Subject: [PATCH 33/59] docs(calibration): deeper-hint arm complete - 0.79/0.74/0.805 (Fable), mean ~0.78 Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index 72df0e38..0164ddc6 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -21,6 +21,8 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. | 7sJ9JK3 (Fable, claude-deeper-hint) | — | — | Fable: **0.78/0.80**; Opus: **0.78/0.78** (judge pilot) | | Ss2F6dR (Fable, vanilla #2) | — | — | Fable: **0.72/0.74**; Opus: **0.67/0.67** — M4 NONE (NoDiscount null-object!), no base-bug fix | | b5jkaWo (Fable, deeper-hint #2) | — | — | Fable: **0.74/0.74**; Opus: **0.73/0.73** — M4 PARTIAL, T1 PARTIAL (identity-chain composition test), no bug fix | +| PuuJKHt (Fable, deeper-hint #3) | — | — | Fable: **0.81/0.80**; Opus: **0.73/0.75** — M4/M5 FULL, T1 PARTIAL (identity-base again); arm complete: 0.79/0.74/0.805, mean ~0.78 | +| QZ3Fe5u (deeper-hint #3 attempt 1) | — | — | FAILED: OAuth 401 mid-run after machine restart (token rotated); ~$6.3 equiv lost, no artifacts; evaluator auto-skips | ## Today's experiments, in order From 462649882553cdbaa24454be6288714094671a67 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 21:45:57 +0200 Subject: [PATCH 34/59] docs(calibration): matrix complete - vanilla#3 env-artifact reward annotated, arm means 0.75 vs 0.78 Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index 0164ddc6..1d7a3660 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -23,6 +23,7 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. | b5jkaWo (Fable, deeper-hint #2) | — | — | Fable: **0.74/0.74**; Opus: **0.73/0.73** — M4 PARTIAL, T1 PARTIAL (identity-chain composition test), no bug fix | | PuuJKHt (Fable, deeper-hint #3) | — | — | Fable: **0.81/0.80**; Opus: **0.73/0.75** — M4/M5 FULL, T1 PARTIAL (identity-base again); arm complete: 0.79/0.74/0.805, mean ~0.78 | | QZ3Fe5u (deeper-hint #3 attempt 1) | — | — | FAILED: OAuth 401 mid-run after machine restart (token rotated); ~$6.3 equiv lost, no artifacts; evaluator auto-skips | +| CKEcWHg (Fable, vanilla #3) | — | — | Fable: **0.76/0.78**; Opus: **0.73/0.75**. harbor_reward=0.0 is an ENV ARTIFACT: dotnet test SIGKILLed in-container mid-IntegrationTests (43/43 unit passed); full suite re-run locally on the workspace = 10/10 integration green in 326ms. Trial counted as valid with this annotation | ## Today's experiments, in order @@ -94,6 +95,18 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. tests (T3/T4/T5 FULL) but not integration-level ones — the wording says "properties your design claims" and the model read "design" as "my new module". +### MATRIX COMPLETE (2026-07-09 late) — Fable arms n=3 each, dual-judge 2+2 + +Fable judge: vanilla 0.75 / 0.73 / 0.77 (mean ~0.75) vs deeper-hint 0.79 / 0.74 / +0.805 (mean ~0.78) — gap ~+0.03, ranges overlap; bootstrap pending. Opus judge: +vanilla 0.67 / 0.74 (ayg7ckA NOT yet Opus-evaluated) vs deeper-hint 0.78 / 0.73 / +0.74. Verdict-level patterns (the article's spine): composition test attempted 3/3 +hint runs (T1 PARTIAL twice - identity-base chain - and NONE once) vs 0/3 vanilla; +base-bug found 1/3 hint (+ the #23 probe) vs 0/3 vanilla; M4 oscillates in both arms +(vanilla FULL/NONE/?, hint FULL/PARTIAL/FULL); M5-idiom boundary is the ONLY +recurring judge divergence (4 samples). Remaining gap: ayg7ckA needs +1 Fable eval +(BEFORE 07-12) and +2 Opus evals for 2+2 symmetry. + ### 2026-07-09 addendum — deeper-hint probe + judge pilot (autonomous task) Article matrix settled: TWO Fable arms only (vanilla, claude-deeper-hint = minimal From 842754063b59ee33a12bbef6a521a05eaa8e766c Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 9 Jul 2026 23:46:58 +0200 Subject: [PATCH 35/59] docs(calibration): matrix fully symmetric - 24 v2.3 evals, arm gap +0.03/+0.05 across judges Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index 1d7a3660..f1acb0cf 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -104,8 +104,15 @@ vanilla 0.67 / 0.74 (ayg7ckA NOT yet Opus-evaluated) vs deeper-hint 0.78 / 0.73 hint runs (T1 PARTIAL twice - identity-base chain - and NONE once) vs 0/3 vanilla; base-bug found 1/3 hint (+ the #23 probe) vs 0/3 vanilla; M4 oscillates in both arms (vanilla FULL/NONE/?, hint FULL/PARTIAL/FULL); M5-idiom boundary is the ONLY -recurring judge divergence (4 samples). Remaining gap: ayg7ckA needs +1 Fable eval -(BEFORE 07-12) and +2 Opus evals for 2+2 symmetry. +recurring judge divergence (4 samples). ayg7ckA top-up DONE 2026-07-09 late: +new Fable v2.3 eval 0.75 (42/22/11) — IDENTICAL to its first one (perfect +repeatability); Opus 0.70/0.71. Matrix fully symmetric: 6 trials x (2 Fable + +2 Opus) = 24 v2.3 evaluations. FINAL ARM MEANS — Fable judge: vanilla 0.75 vs +deeper-hint 0.778 (+0.028); Opus judge: vanilla 0.705 vs deeper-hint 0.75 +(+0.045). Judges differ on LEVELS (~-0.03..-0.04 Opus, mostly the M5-idiom +boundary) but AGREE on the arm comparison's direction and rough size — the key +cross-judge result. NOTHING Fable-deadline-bound remains; Opus-vanilla runs +(+2), bootstrap analysis and the article are all deadline-free. ### 2026-07-09 addendum — deeper-hint probe + judge pilot (autonomous task) From 3fcbeb0b1e2e6e70efbd03af77cd7b0ccd9b5d0f Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Fri, 10 Jul 2026 03:17:07 +0200 Subject: [PATCH 36/59] docs(calibration): night chain complete - arms n=4, record 0.87, Opus-coder arm n=2 Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 21 +++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index f1acb0cf..bfb9bb4a 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -95,6 +95,27 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. tests (T3/T4/T5 FULL) but not integration-level ones — the wording says "properties your design claims" and the model read "design" as "my new module". +### NIGHT CHAIN 2026-07-10 (owner asleep, fully authorized): n=4 both Fable arms + 2 Opus-coder runs + +All four steps done sequentially, separate scripts, exports pushed after each: +1. fable5-van4 `8ks7yf5` (reward 1.0): Fable 0.79/0.77, Opus 0.74/0.68 — strongest + vanilla run (model_fit 44). +2. fable5-deeperhint4 `E2soRnZ` (reward 1.0): **RECORD 0.87/0.87 Fable, 0.89/0.94 + Opus** — first REAL composition test in an arm run (T1 FULL: active 5% product + discount through the factory, 85.5 asserted), base bug fixed again (Discount.cs), + Opus#2 model_fit 49/50 with explicit "M5 FULL(6) not MAX" — MAX denial now CITED + (watch-item closed). First attempt `A5TDdvJ` SIGKILLed at 23min (env; retried OK). +3. opus48-van2 `GoWvUz6` (reward 1.0): 0.62/0.62 Fable, 0.62/0.56 Opus. +4. opus48-van3 `cyQyXFc` (reward 1.0): 0.74/0.71 Fable, 0.71/0.71 Opus. + +ARM MEANS after the night (per-trial means, v2.3): +- fable vanilla n=4 — Fable judge **0.757**, Opus judge 0.706 +- fable deeper-hint n=4 — Fable judge **0.801**, Opus judge 0.791 +- opus-4.8 vanilla n=2 — Fable judge **0.672**, Opus judge 0.65 +Emerging headline: Fable-vanilla beats Opus-vanilla by ~+0.09 (BOTH judges agree); +the one-sentence hint adds ~+0.04 on top of Fable. GAP: k1opus (June trial) still +needs 2 Fable (BEFORE 07-12) + 2 Opus v2.3 evals to make the Opus arm n=3. + ### MATRIX COMPLETE (2026-07-09 late) — Fable arms n=3 each, dual-judge 2+2 Fable judge: vanilla 0.75 / 0.73 / 0.77 (mean ~0.75) vs deeper-hint 0.79 / 0.74 / From f25422f243fe7ec6fc876337bbd498e58fad2222 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Fri, 10 Jul 2026 09:10:37 +0200 Subject: [PATCH 37/59] fix(envs): disable MSBuild node reuse in all dotnet task environments Root cause of the 137/SIGKILL trial failures (A5TDdvJ, tXRxnyj): kernel memcg OOM at the task's 6 GiB limit. The OOM process table shows the claude agent at ~71 MB and 45+ concurrent dotnet processes at ~120-150 MB each - three generations of MSBuild worker fleets (~16 nodes per build on a 16-core host, default nodeReuse keeps them alive 15 min) accumulated across the agent's repeated build/test cycles. Heavy arms (skill, some hint runs) iterate builds most and crossed the ceiling at ~23 min; light runs finished before the third generation spawned. MSBUILDDISABLENODEREUSE=1 + DOTNET_CLI_USE_MSBUILD_SERVER=0 make build workers exit with each build: steady-state ~1-1.5 GiB, comfortably inside the existing 6 GiB limit. Cost: ~1-2 s slower build startup, equal for all arms; task semantics, instruction and rubric untouched. Raising memory_mb instead would only postpone the same accumulation. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../csharp-anemic-to-rich-domain/environment/Dockerfile | 7 +++++++ .../csharp-movie-rental-anemic/environment/Dockerfile | 7 +++++++ .../tasks/ddd-threshold-discount/environment/Dockerfile | 7 +++++++ .../tasks/ddd-weather-discount/environment/Dockerfile | 7 +++++++ 4 files changed, 28 insertions(+) diff --git a/examples/ddd-architectural-challenges/tasks/csharp-anemic-to-rich-domain/environment/Dockerfile b/examples/ddd-architectural-challenges/tasks/csharp-anemic-to-rich-domain/environment/Dockerfile index cc164c5f..ce4582ae 100644 --- a/examples/ddd-architectural-challenges/tasks/csharp-anemic-to-rich-domain/environment/Dockerfile +++ b/examples/ddd-architectural-challenges/tasks/csharp-anemic-to-rich-domain/environment/Dockerfile @@ -1,5 +1,12 @@ FROM mcr.microsoft.com/dotnet/sdk:8.0 +# Prevent MSBuild worker-node fleets from accumulating across the agent's repeated +# build/test cycles (default nodeReuse keeps ~1 node per core alive for 15 min; +# three generations of fleets OOM-killed heavy trials at the 6 GiB cgroup limit - +# see kernel memcg OOM reports, 2026-07-10). Nodes now exit with each build. +ENV MSBUILDDISABLENODEREUSE=1 +ENV DOTNET_CLI_USE_MSBUILD_SERVER=0 + RUN apt-get update && apt-get install -y \ git \ curl \ diff --git a/examples/ddd-architectural-challenges/tasks/csharp-movie-rental-anemic/environment/Dockerfile b/examples/ddd-architectural-challenges/tasks/csharp-movie-rental-anemic/environment/Dockerfile index a8d518e5..85dc259f 100644 --- a/examples/ddd-architectural-challenges/tasks/csharp-movie-rental-anemic/environment/Dockerfile +++ b/examples/ddd-architectural-challenges/tasks/csharp-movie-rental-anemic/environment/Dockerfile @@ -1,5 +1,12 @@ FROM mcr.microsoft.com/dotnet/sdk:8.0 +# Prevent MSBuild worker-node fleets from accumulating across the agent's repeated +# build/test cycles (default nodeReuse keeps ~1 node per core alive for 15 min; +# three generations of fleets OOM-killed heavy trials at the 6 GiB cgroup limit - +# see kernel memcg OOM reports, 2026-07-10). Nodes now exit with each build. +ENV MSBUILDDISABLENODEREUSE=1 +ENV DOTNET_CLI_USE_MSBUILD_SERVER=0 + RUN apt-get update && apt-get install -y \ git \ curl \ diff --git a/examples/ddd-architectural-challenges/tasks/ddd-threshold-discount/environment/Dockerfile b/examples/ddd-architectural-challenges/tasks/ddd-threshold-discount/environment/Dockerfile index 0e388232..36b8d074 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-threshold-discount/environment/Dockerfile +++ b/examples/ddd-architectural-challenges/tasks/ddd-threshold-discount/environment/Dockerfile @@ -1,6 +1,13 @@ # DDD Threshold Discount Challenge - Environment Setup FROM mcr.microsoft.com/dotnet/sdk:8.0 +# Prevent MSBuild worker-node fleets from accumulating across the agent's repeated +# build/test cycles (default nodeReuse keeps ~1 node per core alive for 15 min; +# three generations of fleets OOM-killed heavy trials at the 6 GiB cgroup limit - +# see kernel memcg OOM reports, 2026-07-10). Nodes now exit with each build. +ENV MSBUILDDISABLENODEREUSE=1 +ENV DOTNET_CLI_USE_MSBUILD_SERVER=0 + # Install essential tools RUN apt-get update && apt-get install -y \ git \ diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/environment/Dockerfile b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/environment/Dockerfile index d686f28b..4b6550b2 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/environment/Dockerfile +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/environment/Dockerfile @@ -1,6 +1,13 @@ # DDD Weather Discount Challenge - Environment Setup FROM mcr.microsoft.com/dotnet/sdk:8.0 +# Prevent MSBuild worker-node fleets from accumulating across the agent's repeated +# build/test cycles (default nodeReuse keeps ~1 node per core alive for 15 min; +# three generations of fleets OOM-killed heavy trials at the 6 GiB cgroup limit - +# see kernel memcg OOM reports, 2026-07-10). Nodes now exit with each build. +ENV MSBUILDDISABLENODEREUSE=1 +ENV DOTNET_CLI_USE_MSBUILD_SERVER=0 + # Install essential tools RUN apt-get update && apt-get install -y \ git \ From 48b5657edb453a5ab8c03f26e09a17ee73236534 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Fri, 10 Jul 2026 10:06:10 +0200 Subject: [PATCH 38/59] docs(calibration): ntcoding arm opened (0.81, R1 NONE reformer profile) + OOM fix verified live Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 20 +++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index bfb9bb4a..ae3a27c1 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -95,6 +95,26 @@ pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. tests (T3/T4/T5 FULL) but not integration-level ones — the wording says "properties your design claims" and the model read "design" as "my new module". +### NTCODING ARM OPENED + OOM ROOT-CAUSE FIX (2026-07-10 morning) + +Trial `MNP2RGe` (fable + public ntcoding tactical-ddd skill, reward 1.0): +Fable 0.79/0.83, Opus 0.79/0.83 — PERFECT cross-judge pair agreement. Profile is +the mirror image of the hint arm: T1 FULL (real composition test: 20% client base +discount + weather, asserts 72), model_fit 44, four base defects fixed (all granted +bug-fix neutrality) — but **R1 NONE**: three avoidable off-touchpoint rewrites +(ConventionBasedRegistrations scanner, RiskManagementInMemoryCalls ctor, +appsettings.json). The skill turns the model into a reformer: fixes everything, +touches everything. Skill arm n=1 mean 0.81 ≈ hint arm 0.80 with opposite +trade-offs (tests+model vs restraint). + +Failed attempts A5TDdvJ + tXRxnyj root-caused via kernel memcg OOM reports: 45+ +concurrent dotnet processes (three generations of 16-node MSBuild fleets kept +alive by default nodeReuse) exhausted the 6 GiB cgroup; claude agent itself ~71MB. +Fix: MSBUILDDISABLENODEREUSE=1 + DOTNET_CLI_USE_MSBUILD_SERVER=0 in all four +dotnet task Dockerfiles (owner-approved; commit on the branch). Verified live +under load: build spike 1.5 GiB/17 procs collapses to 0.7 GiB/1 proc within a +minute — sawtooth, no accumulation. memory_mb stays 6144. + ### NIGHT CHAIN 2026-07-10 (owner asleep, fully authorized): n=4 both Fable arms + 2 Opus-coder runs All four steps done sequentially, separate scripts, exports pushed after each: From edc904f29beb733dbf71c5ce99e65d24bc0fef25 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Fri, 10 Jul 2026 10:48:35 +0200 Subject: [PATCH 39/59] docs(calibration): ntcoding#2 qpCRH3A 0.78 - opposite shape to #1 (restraint 25, tests 11) Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index ae3a27c1..14b061c6 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -115,6 +115,11 @@ dotnet task Dockerfiles (owner-approved; commit on the branch). Verified live under load: build spike 1.5 GiB/17 procs collapses to 0.7 GiB/1 proc within a minute — sawtooth, no accumulation. memory_mb stays 6144. +### ntcoding #2 `qpCRH3A` (2026-07-10 midday): Fable 0.78/0.78, Opus 0.75/0.73 — +the reformer profile did NOT repeat: restraint 25/25 (vs #1's R1 NONE) but +test_quality 11 (no composition test, vs #1's T1 FULL). The skill arm oscillates +in SHAPE, not just score. Arm n=2 mean ~0.795 ≈ deeper-hint 0.80. + ### NIGHT CHAIN 2026-07-10 (owner asleep, fully authorized): n=4 both Fable arms + 2 Opus-coder runs All four steps done sequentially, separate scripts, exports pushed after each: From 8e3e280f66ddca2bd19aa6cc4b652f0e124dc050 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Fri, 10 Jul 2026 11:29:45 +0200 Subject: [PATCH 40/59] docs(calibration): ntcoding arm complete n=3 (~0.81) - best-of-both-shapes finale Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index 14b061c6..b3c5e481 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -120,6 +120,12 @@ the reformer profile did NOT repeat: restraint 25/25 (vs #1's R1 NONE) but test_quality 11 (no composition test, vs #1's T1 FULL). The skill arm oscillates in SHAPE, not just score. Arm n=2 mean ~0.795 ≈ deeper-hint 0.80. +### ntcoding #3 `NZmadqg` (2026-07-10 afternoon): Fable 0.83/0.85, Opus 0.81/0.85 — +best-of-both-shapes: T1 FULL composition test (like #1) AND restraint 23-25 (like +#2). Second-best trial overall. SKILL ARM COMPLETE n=3: 0.81/0.78/0.84 -> mean +~0.81, a hair above deeper-hint (~0.80). Final Fable-judge arm landscape: +ntcoding 0.81 >= deeper-hint 0.80 > vanilla 0.757 > opus-4.8-vanilla 0.672. + ### NIGHT CHAIN 2026-07-10 (owner asleep, fully authorized): n=4 both Fable arms + 2 Opus-coder runs All four steps done sequentially, separate scripts, exports pushed after each: From 16f3871b6493308a910193af6fe38cb91bd257d0 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Fri, 10 Jul 2026 13:31:13 +0200 Subject: [PATCH 41/59] docs(calibration): ntcoding#4 0.84 - all Fable arms n=4; final landscape recorded Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index b3c5e481..5d00998f 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -126,6 +126,13 @@ best-of-both-shapes: T1 FULL composition test (like #1) AND restraint 23-25 (lik ~0.81, a hair above deeper-hint (~0.80). Final Fable-judge arm landscape: ntcoding 0.81 >= deeper-hint 0.80 > vanilla 0.757 > opus-4.8-vanilla 0.672. +### ntcoding #4 `h3a65Ke` (2026-07-10): Fable 0.84/0.84, Opus 0.81/0.82 — +model_fit 44, restraint 25, tests 15. ALL THREE FABLE ARMS NOW n=4 (symmetric). +FINAL Fable-judge arm means: ntcoding 0.818 > deeper-hint 0.801 > vanilla 0.757 +> opus-4.8-vanilla 0.672 (n=2). Opus-judge confirms ordering: 0.80 / 0.79 / +0.706 / 0.65. Remaining: k1opus 2+2 top-up (Fable side BEFORE 07-12), bootstrap, +verdict heatmap, article draft. + ### NIGHT CHAIN 2026-07-10 (owner asleep, fully authorized): n=4 both Fable arms + 2 Opus-coder runs All four steps done sequentially, separate scripts, exports pushed after each: From e64c6463df79e2e0fd260aac6360eba5c3664e6a Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Fri, 10 Jul 2026 16:26:00 +0200 Subject: [PATCH 42/59] docs(calibration): Opus batch complete - full model x configuration grid recorded Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 20 +++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index 5d00998f..c1e93754 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -133,6 +133,26 @@ FINAL Fable-judge arm means: ntcoding 0.818 > deeper-hint 0.801 > vanilla 0.757 0.706 / 0.65. Remaining: k1opus 2+2 top-up (Fable side BEFORE 07-12), bootstrap, verdict heatmap, article draft. +### OPUS BATCH COMPLETE (2026-07-10 evening) — full model x configuration grid + +Parallel 2-lane batch (owner-authorized autonomous): opus48-van4 `JTgey8p` +(F 0.60/0.60, O 0.60/0.57), opus48-van5 `Lozfurr` (F 0.66/0.68, O 0.71/0.71; +first attempt `GH2KKhi` AgentSetupTimeout during a connectivity outage, retried; +eval top-up after the window reset), opus48-deeperhint1 `YgcbZjf` (F 0.73/0.77, +O 0.70/0.72), opus48-ntcoding1 `ZMX6Xbq` (F 0.63/0.58, O 0.58/0.56). + +FINAL GRID (arm means, Fable-judge / Opus-judge): + vanilla +hint +skill +Fable coder 0.757/0.706 0.801/0.791 0.818/0.800 (n=4 each) +Opus coder 0.654/0.649 0.75/0.71 0.605/0.57 (n=4/1/1) + +Theses: (1) model is the biggest lever (+0.10); (2) the one-sentence hint is +PORTABLE (+0.04 Fable, +0.10 Opus); (3) the heavy skill is NOT (+0.06 Fable, +-0.05 Opus, n=1); (4) Opus+hint (0.75) ~= Fable-vanilla (0.757) — half price plus +one sentence catches the premium model; (5) both judges agree on every ordering. +k1opus (June trial) deliberately left OUT of the arm (different config epoch). +Next: bootstrap + verdict heatmap + article draft (no LLM cost). + ### NIGHT CHAIN 2026-07-10 (owner asleep, fully authorized): n=4 both Fable arms + 2 Opus-coder runs All four steps done sequentially, separate scripts, exports pushed after each: From 92fcc1c207217411cd78526d1d08d9ef6532e21f Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Fri, 10 Jul 2026 17:39:18 +0200 Subject: [PATCH 43/59] docs(calibration): Opus cross-cells n=2 - hint effect on Opus revised +0.10 -> +0.03 Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index c1e93754..ffc0db9e 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -153,6 +153,16 @@ one sentence catches the premium model; (5) both judges agree on every ordering. k1opus (June trial) deliberately left OUT of the arm (different config epoch). Next: bootstrap + verdict heatmap + article draft (no LLM cost). +### Opus cross-cells n=2 (2026-07-10 late): opus-deeperhint2 `VoktgLb` F 0.65/0.63 +O 0.65/0.61 (arm mean ~0.68 - the single 0.73 was partly luck; hint effect on Opus +revised from +0.10 to +0.03); opus-ntcoding2 `TsjcHWY` F 0.65/0.67 O 0.67/0.63 +(arm ~0.62 - skill still no help). REVISED grid (F-judge arm means): +Fable 0.757/0.801/0.818 (n=4); Opus 0.654 (n=4) / 0.68 (n=2) / 0.62 (n=2). +Theses after revision: model lever +0.10 holds; hint helps BOTH modestly +(+0.03..0.04); skill helps ONLY Fable; 'Opus+hint catches Fable-vanilla' WEAKENED +(0.68 vs 0.757). Owner protocol: further densification to n=4 - one password per +launch. + ### NIGHT CHAIN 2026-07-10 (owner asleep, fully authorized): n=4 both Fable arms + 2 Opus-coder runs All four steps done sequentially, separate scripts, exports pushed after each: From 868bd695b126b6d8bd37500ffa52e0fb52aa3eb0 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Sat, 11 Jul 2026 02:26:41 +0200 Subject: [PATCH 44/59] docs(calibration): GRID COMPLETE - n=4 every cell; final theses recorded Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index ffc0db9e..e9a4f52d 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -163,6 +163,24 @@ Theses after revision: model lever +0.10 holds; hint helps BOTH modestly (0.68 vs 0.757). Owner protocol: further densification to n=4 - one password per launch. +### GRID COMPLETE (night 2026-07-11): n=4 in EVERY cell (24 trials, 96 grid evals) + +Night lanes: opus-deeperhint3 `sSUYQp4` ~0.795 (F 0.80/0.81, O 0.79/0.78), +opus-deeperhint4 `a6okSgZ` ~0.64, opus-ntcoding3 `Bkwiqom` 0.59 x4 (perfect +agreement), opus-ntcoding4 `F5vYATs` ~0.77 (model_fit up to 47). + +FINAL GRID (arm means, Fable-judge | Opus-judge): + vanilla +hint +skill +Fable coder 0.757 | 0.706 0.801 | 0.791 0.818 | 0.800 +Opus coder 0.654 | 0.649 0.702 | 0.689 0.651 | 0.645 + +FINAL THESES: (1) model lever +0.10, both judges; (2) the one-sentence hint is +PORTABLE and remarkably consistent: +0.044 Fable, +0.048 Opus; (3) the heavy +skill is NOT portable: +0.06 Fable, +-0.00 Opus (with huge shape variance +0.59-0.77); (4) Opus variance in cross cells >> Fable variance everywhere; +(5) judges agree on every arm ordering. Next: bootstrap + verdict heatmap + +article draft (no LLM cost). Fable-coder/judge access ends 2026-07-12. + ### NIGHT CHAIN 2026-07-10 (owner asleep, fully authorized): n=4 both Fable arms + 2 Opus-coder runs All four steps done sequentially, separate scripts, exports pushed after each: From 743380048051a7d97472ffcea46598119b63a9e0 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Mon, 13 Jul 2026 15:12:13 +0200 Subject: [PATCH 45/59] viz(calibration): raw-measurements grid + judge test-retest plots (PL/EN) 96 grid evaluations as raw dots (shade=trial, connector=judge pair, larger dot=identical pair) and the judge repeatability diagonal (mean |d| 0.017 Fable / 0.022 Opus, ties 8/24 and 6/24, max 0.05-0.06). Publication-ready EN variants included; owner decision: raw clouds carry the article's conclusions, no bootstrap CI at n=4. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../assets/judge_retest.png | Bin 0 -> 75967 bytes .../assets/judge_retest_en.png | Bin 0 -> 77054 bytes .../assets/raw_scores_grid_en.png | Bin 0 -> 104785 bytes .../assets/raw_scores_grid_v3.png | Bin 0 -> 107185 bytes .../grid_raw_scores_plot.py | 153 ++++++++++++++++++ .../grid_raw_scores_plot_en.py | 153 ++++++++++++++++++ 6 files changed, 306 insertions(+) create mode 100644 examples/ddd-architectural-challenges/assets/judge_retest.png create mode 100644 examples/ddd-architectural-challenges/assets/judge_retest_en.png create mode 100644 examples/ddd-architectural-challenges/assets/raw_scores_grid_en.png create mode 100644 examples/ddd-architectural-challenges/assets/raw_scores_grid_v3.png create mode 100644 examples/ddd-architectural-challenges/grid_raw_scores_plot.py create mode 100644 examples/ddd-architectural-challenges/grid_raw_scores_plot_en.py diff --git 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zJ?a6B@qjG;?dax+=ogDTgmP5_&+VF&BIg$<@gn zO^pTAhi@~96qd_qmNvVK2q}<-v&o?4AcFRcJwkDq#^X90ga#yf1VjGFx;=+ig9d?a zLm}GoP5t_#cb{*Oa+eCP^A`qvXEZ4sQEb-sxDc9{es3g+Z?{XOE_OXoB_JeEJE61N zDwAl^%WD#kJ_QW1WP*D@-@gD6DG-PAPx(ifWfdj2PPlO!n1G(#>AEnO)pRG@%$6kl zTG99{pZ*pJLT=9S+suhDOXra^n5i$w+g^kJ7Fqv9L}{~C!Zz6DA6xmLI_15g;*AXG z_k$s0EHKF4m$<`;qo!aeN*Oe5QDfbOzmT&#tkT(_GbjQ6+!_C0`sL5Vb<20IjRs_g zn^?-m#mP;%Dv_?tMF|_wTz4b@0X+Zxm+VK)KYIW90(Rp3zc1m2$@ogl$<*;Pf2++s QXcr}1>a}F?Kl=Xv4F dict: + raw = tomllib.loads(PRICING.read_text())["models"] + return { + "fi": raw["claude-fable-5"]["input_per_1m"], + "fo": raw["claude-fable-5"]["output_per_1m"], + "oi": raw["claude-opus-4-8"]["input_per_1m"], + "oo": raw["claude-opus-4-8"]["output_per_1m"], + "as_of": raw["claude-fable-5"]["as_of"], + "by_model": { + m: (raw[m]["input_per_1m"], raw[m]["output_per_1m"]) + for m in ("claude-fable-5", "claude-opus-4-8") + }, + } + + +def collect(rates: dict) -> list[dict]: + rows = [] + for (coder, config), trials in ARMS.items(): + for trial in trials: + (trial_dir,) = JOBS.glob(f"*/ddd-weather-discount__{trial}") + fm = json.loads((trial_dir / "agent" / "trajectory.json").read_text()).get("final_metrics") or {} + inp = fm["total_prompt_tokens"] + out = (fm.get("total_completion_tokens") or 0) + ((fm.get("extra") or {}).get("reasoning_output_tokens") or 0) + in_rate, out_rate = rates["by_model"][MODEL_ID[coder]] + scores = [] + for f in sorted(trial_dir.glob("assessment_eval_*.json")): + d = json.loads(f.read_text()) + if d.get("dimensions_fingerprint") == FP and d.get("evaluator_model") in MODEL_ID.values(): + scores.append(d["normalized_score"]) + if len(scores) != 4: + print(f"WARN: {trial} has {len(scores)} v2.3 evals (expected 4)") + rows.append({ + "trial": trial, "coder": coder, "config": config, + "cost": inp / 1e6 * in_rate + out / 1e6 * out_rate, + "q": sum(scores) / len(scores), + }) + return rows + + +def plane_plot(rows: list[dict], rates: dict, lang: str) -> None: + t = TEXT[lang] + fig, ax = plt.subplots(figsize=(10.5, 6.4)) + fig.suptitle(t["title"], fontsize=12.5, color=INK, y=0.975) + + ax.grid(color="#e4e3dc", linewidth=0.8, zorder=0) + for sp in ("top", "right"): + ax.spines[sp].set_visible(False) + for sp in ("left", "bottom"): + ax.spines[sp].set_color("#c3c2b7") + + for (coder, config), _trials in ARMS.items(): + sub = [r for r in rows if r["coder"] == coder and r["config"] == config] + col, mark = CODER_COLOR[coder], CONFIG_MARKER[config] + for r in sub: + ax.scatter(r["cost"], r["q"], s=58, marker=mark, color=col, alpha=0.55, + edgecolors="white", linewidths=1.1, zorder=3) + mc = sum(r["cost"] for r in sub) / len(sub) + mq = sum(r["q"] for r in sub) / len(sub) + ax.scatter(mc, mq, s=230, marker=mark, color=col, edgecolors=INK, + linewidths=1.4, zorder=5) + dx, dy, ha = LABEL_OFFSET[(coder, config)] + ax.annotate(config, (mc, mq), textcoords="offset points", xytext=(dx, dy), + ha=ha, fontsize=9.5, color=col, fontweight="bold", zorder=6) + + # per-coder trajectory through the arm means, in config order + for coder in CODER_COLOR: + pts = [] + for config in ("vanilla", "hint", "skill"): + sub = [r for r in rows if r["coder"] == coder and r["config"] == config] + pts.append((sum(r["cost"] for r in sub) / len(sub), sum(r["q"] for r in sub) / len(sub))) + ax.plot([p[0] for p in pts], [p[1] for p in pts], color=CODER_COLOR[coder], + linewidth=1.1, linestyle=(0, (4, 3)), alpha=0.65, zorder=2) + + top = max(rows, key=lambda r: r["cost"]) + ax.annotate(t["outlier"].format(cost=top["cost"]), (top["cost"], top["q"]), + textcoords="offset points", xytext=(-13, -3), ha="right", + fontsize=8.8, color="#666", zorder=6) + + ax.set_xlim(0, 145) + ax.set_ylim(0.55, 0.92) + ax.set_xlabel(t["xlabel"], fontsize=10, color="#444") + ax.set_ylabel(t["ylabel"], fontsize=10, color="#444") + ax.tick_params(labelsize=9, colors="#444") + ax.xaxis.set_major_formatter(lambda v, _p: f"${v:.0f}") + + handles = [ + plt.Line2D([], [], marker="o", linestyle="", markersize=8, + markerfacecolor=CODER_COLOR[c], markeredgecolor="white", + label=f"{t['coder']}: {c}") + for c in CODER_COLOR + ] + handles += [ + plt.Line2D([], [], marker=CONFIG_MARKER[k], linestyle="", markersize=7, + markerfacecolor="#9b9a90", markeredgecolor="white", label=k) + for k in CONFIG_MARKER + ] + handles.append(plt.Line2D([], [], marker="o", linestyle="", markersize=11, + markerfacecolor="#d8d7cd", markeredgecolor=INK, label=t["mean"])) + ax.legend(handles=handles, loc="lower right", fontsize=8.6, frameon=False) + + fig.text(0.5, 0.012, t["footnote"].format(**rates), ha="center", fontsize=7.8, + color="#777", linespacing=1.5) + fig.tight_layout(rect=(0, 0.07, 1, 0.95)) + out = HERE / "assets" / t["out"] + fig.savefig(out, dpi=160, facecolor="white") + print("saved:", out) + + +if __name__ == "__main__": + rates = load_rates() + rows = collect(rates) + for (coder, config), _ in ARMS.items(): + sub = [r for r in rows if r["coder"] == coder and r["config"] == config] + mc = sum(r["cost"] for r in sub) / len(sub) + mq = sum(r["q"] for r in sub) / len(sub) + print(f"{coder:9s} {config:8s} cost ${mc:6.2f} quality {mq:.3f}") + for lang in ("pl", "en"): + plane_plot(rows, rates, lang) diff --git a/src/nasde_toolkit/pricing.toml b/src/nasde_toolkit/pricing.toml index 2cc36f50..d72d94d1 100644 --- a/src/nasde_toolkit/pricing.toml +++ b/src/nasde_toolkit/pricing.toml @@ -8,7 +8,8 @@ # cached_input_per_1m is recorded for reference only; it is NOT used in the cost # formula. reasoning output tokens are folded into output (see token_metrics.py). # -# Verified 2026-06-08 — CONFIRM before publishing any cost figures. +# Verified 2026-07-13 (Claude models re-checked against the official pricing page +# before publication) — CONFIRM before publishing any cost figures. [models."gpt-5.5"] input_per_1m = 5.0 @@ -28,14 +29,14 @@ source = "https://developers.openai.com/api/docs/pricing" input_per_1m = 5.0 output_per_1m = 25.0 cached_input_per_1m = 0.50 -as_of = "2026-07-09" +as_of = "2026-07-13" source = "https://platform.claude.com/docs/en/about-claude/pricing" [models."claude-fable-5"] input_per_1m = 10.0 output_per_1m = 50.0 cached_input_per_1m = 1.0 -as_of = "2026-07-09" +as_of = "2026-07-13" source = "https://platform.claude.com/docs/en/about-claude/pricing" [models."claude-sonnet-4-6"] From 0e00f7f2dc32a37823c3ff31c43f7f0108b00cf5 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Mon, 13 Jul 2026 16:55:22 +0200 Subject: [PATCH 50/59] viz: verdict heatmap 18 checks x 6 arms (PL+EN), parsed from judge reasoning Per-check verdicts recovered from free-text dimension reasoning with a score-consistency audit; three known Opus-judge prose/score mismatches are flagged on stdout and kept as prose says. M5 FULL=6/7 handled. 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b/examples/ddd-architectural-challenges/verdict_heatmap.py @@ -0,0 +1,241 @@ +"""Verdict heatmap for the 24-trial grid: 18 rubric checks x 6 arms (PL + EN PNGs). + +Per-check verdicts (M1-M7 / R1-R6 / T1-T5, FULL/PARTIAL/NONE) are parsed from the +judges' free-text dimension reasoning — the eval JSON stores scores per dimension +only. Parsing is pattern-based with a consistency audit: within each dimension, +named deductions must match the score direction, and any prose/score mismatch is +printed as a FLAG (three known judge-side inconsistencies survive; see stdout). +Cell value = mean verdict over the arm's 16 evals (4 trials x 4 evals), +FULL=1, PARTIAL=0.5, NONE=0. +""" +from __future__ import annotations + +import json +import re +from pathlib import Path + +import matplotlib.pyplot as plt +from matplotlib.colors import LinearSegmentedColormap + +HERE = Path(__file__).resolve().parent +JOBS = HERE / "jobs" +FP = "37ffc5f460d2" + +ARMS: dict[tuple[str, str], list[str]] = { + ("Fable 5", "vanilla"): ["ayg7ckA", "Ss2F6dR", "CKEcWHg", "8ks7yf5"], + ("Fable 5", "hint"): ["7sJ9JK3", "b5jkaWo", "PuuJKHt", "E2soRnZ"], + ("Fable 5", "skill"): ["MNP2RGe", "qpCRH3A", "NZmadqg", "h3a65Ke"], + ("Opus 4.8", "vanilla"): ["GoWvUz6", "cyQyXFc", "JTgey8p", "Lozfurr"], + ("Opus 4.8", "hint"): ["YgcbZjf", "VoktgLb", "sSUYQp4", "a6okSgZ"], + ("Opus 4.8", "skill"): ["ZMX6Xbq", "TsjcHWY", "Bkwiqom", "F5vYATs"], +} +ARM_ORDER = [("Fable 5", "vanilla"), ("Fable 5", "hint"), ("Fable 5", "skill"), + ("Opus 4.8", "vanilla"), ("Opus 4.8", "hint"), ("Opus 4.8", "skill")] +CODER_COLOR = {"Fable 5": "#2a78d6", "Opus 4.8": "#1baf7a"} +INK = "#1a1a19" + +MAX = {"M1": 10, "M2": 9, "M3": 9, "M4": 7, "M5": 7, "M6": 4, "M7": 4, + "R1": 8, "R2": 5, "R3": 4, "R4": 2, "R5": 4, "R6": 2, + "T1": 9, "T2": 5, "T3": 5, "T4": 4, "T5": 2} +DIM_CHECKS = {"model_fit": [f"M{i}" for i in range(1, 8)], + "restraint": [f"R{i}" for i in range(1, 7)], + "test_quality": [f"T{i}" for i in range(1, 6)]} +CHECKS = DIM_CHECKS["model_fit"] + DIM_CHECKS["restraint"] + DIM_CHECKS["test_quality"] + +LABELS = { + "pl": { + "M1": "M1 · domknięcie stanu świata, czystość", + "M2": "M2 · polityka składana w fabryce", + "M3": "M3 · reużycie kanonicznych typów rabatu", + "M4": "M4 · bez widmowych modyfikatorów", + "M5": "M5 · jawna interakcja z rabatami", + "M6": "M6 · awaria to nie pomiar", + "M7": "M7 · proporcjonalny szew na przyszłość", + "R1": "R1 · pliki zastane nietknięte", + "R2": "R2 · adnotacje autora zachowane", + "R3": "R3 · bez przepisywania sygnatur", + "R4": "R4 · bez artefaktów agenta", + "R5": "R5 · modularyzacja jak w otoczeniu", + "R6": "R6 · domena mówi językiem domeny", + "T1": "T1 · kompozycja testowana (ChooseFor)", + "T2": "T2 · pojedynczy odczyt dowiedziony", + "T3": "T3 · awaria/brzeg testowane uczciwie", + "T4": "T4 · izolacja adaptera", + "T5": "T5 · konwencje domowe", + }, + "en": { + "M1": "M1 · world-state closure, purity", + "M2": "M2 · policy assembled in the factory", + "M3": "M3 · canonical discount type reuse", + "M4": "M4 · no phantom modifiers", + "M5": "M5 · explicit discount interaction", + "M6": "M6 · failure is not a measurement", + "M7": "M7 · proportionate future-ready seam", + "R1": "R1 · pre-existing files untouched", + "R2": "R2 · author's annotations preserved", + "R3": "R3 · no signature rewrites", + "R4": "R4 · no agent artifacts", + "R5": "R5 · modularization mirrors design", + "R6": "R6 · domain speaks domain language", + "T1": "T1 · composition tested (ChooseFor)", + "T2": "T2 · single fetch asserted", + "T3": "T3 · failure/boundary tested honestly", + "T4": "T4 · adapter isolation", + "T5": "T5 · house conventions", + }, +} +TEXT = { + "pl": { + "title": "Profil werdyktów rubryki v2.3 — 18 checków × 6 ramion " + "(komórka = średnia z 16 ocen: 4 triale × 4 ewaluacje)", + "scale": "0% = wszędzie NONE · 50% = przeciętnie PARTIAL · 100% = wszędzie FULL", + "groups": {"M": "model i kompozycja", "R": "granice i powściągliwość", "T": "jakość testów"}, + "out": "verdict_heatmap.png", + }, + "en": { + "title": "Rubric v2.3 verdict profile — 18 checks × 6 arms " + "(cell = mean of 16 evaluations: 4 trials × 4 evals)", + "scale": "0% = NONE everywhere · 50% = PARTIAL on average · 100% = FULL everywhere", + "groups": {"M": "model & composition fit", "R": "boundaries & restraint", "T": "test quality"}, + "out": "verdict_heatmap_en.png", + }, +} + +ID = r"[MRT]\d" +V = r"FULL|PARTIAL|NONE|MAX" +# 1) verdict after an ID group: "M3 PARTIAL", "M1/M2, M4 FULL", "M4 (NONE: ...)", +# "R3 scores FULL", "M7 falls to PARTIAL", "(T3 full)" — lowercase only next to the ID +P_VERDICT = re.compile( + rf"\b({ID}(?:\s*[/,]\s*{ID})*)" + rf"(?:[:\-–—(=\s]|\b(?:scores?|stays?|is|are|remains?|at|all|falls?|drops?|to)\b)*" + rf"({V}|full|partial|none)\b") +# 2) verdict with explicit points: "R3 FULL(2)" — points win when they contradict the word +P_V_POINTS = re.compile(rf"\b({ID})\s*({V})\s*\(\s*(\d+)") +# 3) verdict-first: "PARTIAL on R5 (2)" +P_V_FIRST = re.compile(rf"\b({V})s?\s+on\s+({ID})\b") +# 4) verdict-first with a listed tail: "PARTIALs: M3 (...), M4 (...)" — IDs until sentence end +P_V_LIST = re.compile(rf"\b({V})s?\s*(?:on)?:\s*([^.;]*)") +# 5) bare points: "R5 2/4", "T1=0", "(R1 8, R2 5)" +P_POINTS = re.compile(rf"\b({ID})\s*(?:[=:]\s*|\s+)(\d+)(?:\s*/\s*(\d+))?(?=[\s,;.)\]])") +# 6) "Lost 5 on M3" +P_LOST = re.compile(rf"\b[Ll]ost\s+(\d+)\s+on\s+({ID})\b") + + +def classify(points: int, cid: str) -> str: + if points <= 0: + return "NONE" + return "FULL" if points >= MAX[cid] else "PARTIAL" + + +def parse_eval(d: dict) -> tuple[dict[str, str], list[str]]: + verdicts: dict[str, str] = {} + audit: list[str] = [] + for dim in d["dimensions"]: + name, text = dim["name"], dim["reasoning"] + local: dict[str, str] = {} + for cid, v, pts in P_V_POINTS.findall(text): + # M5 FULL is 6 of 7 by definition, so 6 does not contradict the word + genuine_full = MAX[cid] - (1 if cid == "M5" else 0) + if v == "FULL" and int(pts) < genuine_full: + local.setdefault(cid, classify(int(pts), cid)) + for ids, v in P_VERDICT.findall(text): + v = v.upper() + for cid in re.split(r"\s*[/,]\s*", ids): + local.setdefault(cid, "FULL" if v == "MAX" else v) + for v, cid in P_V_FIRST.findall(text): + local.setdefault(cid, "FULL" if v == "MAX" else v) + for v, tail in P_V_LIST.findall(text): + for cid in re.findall(rf"\b{ID}\b", tail): + local.setdefault(cid, "FULL" if v == "MAX" else v) + for cid, pts, _mx in P_POINTS.findall(text): + local.setdefault(cid, classify(int(pts), cid)) + for lost, cid in P_LOST.findall(text): + local.setdefault(cid, classify(MAX[cid] - int(lost), cid)) + checks = DIM_CHECKS[name] + for cid in checks: + local.setdefault(cid, "FULL") # judges enumerate deductions only + # M5 FULL is 6/7 by rubric definition (7 = MAX), so an all-FULL model_fit + # legitimately lands on 49/50. + floor = dim["max_score"] - (1 if name == "model_fit" else 0) + full_score = dim["score"] >= floor + has_deduction = any(local[c] != "FULL" for c in checks) + if full_score == has_deduction: + audit.append(f"{name} {dim['score']}/{dim['max_score']} prose/score mismatch") + verdicts.update({c: local[c] for c in checks}) + return verdicts, audit + + +def collect() -> tuple[dict[tuple[str, str], list[dict]], list[str]]: + per_arm: dict[tuple[str, str], list[dict]] = {a: [] for a in ARMS} + flags: list[str] = [] + for arm, trials in ARMS.items(): + for t in trials: + (td,) = JOBS.glob(f"*/ddd-weather-discount__{t}") + for f in sorted(td.glob("assessment_eval_*.json")): + d = json.loads(f.read_text()) + if d.get("dimensions_fingerprint") != FP: + continue + verdicts, audit = parse_eval(d) + per_arm[arm].append(verdicts) + flags.extend(f"{t} {f.name} ({d['evaluator_model']}): {a}" for a in audit) + return per_arm, flags + + +VAL = {"FULL": 1.0, "PARTIAL": 0.5, "NONE": 0.0} +CMAP = LinearSegmentedColormap.from_list("verdict", ["#f8f3fe", "#4a2a8a"]) + + +def heatmap(per_arm: dict, lang: str) -> None: + t = TEXT[lang] + grid = [[sum(VAL[evals[c]] for evals in per_arm[arm]) / len(per_arm[arm]) + for arm in ARM_ORDER] for c in CHECKS] + + fig, ax = plt.subplots(figsize=(9.6, 8.6)) + fig.suptitle(t["title"], fontsize=11.5, color=INK, y=0.975) + ax.imshow(grid, cmap=CMAP, vmin=0.0, vmax=1.0, aspect="auto") + + for yi, row in enumerate(grid): + for xi, v in enumerate(row): + ax.text(xi, yi, f"{round(v * 100)}%", ha="center", va="center", + fontsize=8.6, color="white" if v > 0.62 else "#3a3a38", + fontweight="bold" if v <= 0.5 else "normal") + + ax.set_xticks(range(len(ARM_ORDER))) + ax.set_xticklabels([config for _c, config in ARM_ORDER], fontsize=9.5, color="#444") + for xi, (coder, _config) in enumerate(ARM_ORDER): + ax.annotate(coder, (xi, 1.012), xycoords=("data", "axes fraction"), + ha="center", fontsize=8.6, color=CODER_COLOR[coder], fontweight="bold") + ax.set_yticks(range(len(CHECKS))) + ax.set_yticklabels([LABELS[lang][c] for c in CHECKS], fontsize=8.8, color="#3a3a38") + ax.tick_params(length=0) + for sp in ax.spines.values(): + sp.set_visible(False) + + # white gridlines between cells; heavier breaks + side captions between M/R/T groups + for xi in range(1, len(ARM_ORDER)): + lw = 3.4 if xi == 3 else 1.6 + ax.axvline(xi - 0.5, color="white", linewidth=lw) + for yi in range(1, len(CHECKS)): + ax.axhline(yi - 0.5, color="white", linewidth=1.6) + for group, start, size in (("M", 0, 7), ("R", 7, 6), ("T", 13, 5)): + if start: + ax.axhline(start - 0.5, color="white", linewidth=4.2) + ax.annotate(t["groups"][group], (1.01, 1 - (start + size / 2) / len(CHECKS)), + xycoords="axes fraction", ha="left", va="center", fontsize=8.6, + color="#777", rotation=270) + + fig.text(0.5, 0.015, t["scale"], ha="center", fontsize=8.2, color="#777") + fig.tight_layout(rect=(0, 0.035, 0.97, 0.94)) + out = HERE / "assets" / t["out"] + fig.savefig(out, dpi=160, facecolor="white") + print("saved:", out) + + +if __name__ == "__main__": + per_arm, flags = collect() + n = sum(len(v) for v in per_arm.values()) + print(f"evals parsed: {n} (expected 96)") + for fl in flags: + print("FLAG", fl) + for lang in ("pl", "en"): + heatmap(per_arm, lang) From 611dbc1d1eb759ffb923c960d6898cb5b5dc6c36 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Tue, 14 Jul 2026 10:58:04 +0200 Subject: [PATCH 51/59] =?UTF-8?q?viz:=20heatmap=20polish=20=E2=80=94=20con?= =?UTF-8?q?fig=20labels=20on=20top,=20per-group=20hues=20(M=20violet=20/?= =?UTF-8?q?=20R=20teal=20/=20T=20amber)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../assets/verdict_heatmap.png | Bin 270007 -> 271025 bytes .../assets/verdict_heatmap_en.png | Bin 264763 -> 266222 bytes .../verdict_heatmap.py | 27 ++++++++++++------ 3 files changed, 18 insertions(+), 9 deletions(-) diff --git a/examples/ddd-architectural-challenges/assets/verdict_heatmap.png b/examples/ddd-architectural-challenges/assets/verdict_heatmap.png index 04c92f5ebccb57d7c36a73da86d01852cfad9e79..b930e41c147c5589df68d6b5efb2a62b19169b73 100644 GIT binary patch literal 271025 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b/examples/ddd-architectural-challenges/verdict_heatmap.py @@ -182,17 +182,25 @@ def collect() -> tuple[dict[tuple[str, str], list[dict]], list[str]]: VAL = {"FULL": 1.0, "PARTIAL": 0.5, "NONE": 0.0} -CMAP = LinearSegmentedColormap.from_list("verdict", ["#f8f3fe", "#4a2a8a"]) +# one sequential ramp per check group; anchors CVD-checked as a set (worst dE 36) +GROUP_RAMP = { + "M": ("#f7f3fd", "#53309e"), + "R": ("#eff8fa", "#0b7285"), + "T": ("#fdf4ea", "#b45309"), +} +CMAPS = {g: LinearSegmentedColormap.from_list(f"verdict_{g}", ramp) + for g, ramp in GROUP_RAMP.items()} def heatmap(per_arm: dict, lang: str) -> None: t = TEXT[lang] grid = [[sum(VAL[evals[c]] for evals in per_arm[arm]) / len(per_arm[arm]) for arm in ARM_ORDER] for c in CHECKS] + rgba = [[CMAPS[c[0]](v) for v in row] for c, row in zip(CHECKS, grid)] - fig, ax = plt.subplots(figsize=(9.6, 8.6)) - fig.suptitle(t["title"], fontsize=11.5, color=INK, y=0.975) - ax.imshow(grid, cmap=CMAP, vmin=0.0, vmax=1.0, aspect="auto") + fig, ax = plt.subplots(figsize=(9.6, 8.8)) + fig.suptitle(t["title"], fontsize=11.5, color=INK, y=0.985) + ax.imshow(rgba, aspect="auto") for yi, row in enumerate(grid): for xi, v in enumerate(row): @@ -201,10 +209,11 @@ def heatmap(per_arm: dict, lang: str) -> None: fontweight="bold" if v <= 0.5 else "normal") ax.set_xticks(range(len(ARM_ORDER))) - ax.set_xticklabels([config for _c, config in ARM_ORDER], fontsize=9.5, color="#444") + ax.set_xticklabels([config for _c, config in ARM_ORDER], fontsize=10, color="#3a3a38") + ax.xaxis.set_ticks_position("top") for xi, (coder, _config) in enumerate(ARM_ORDER): - ax.annotate(coder, (xi, 1.012), xycoords=("data", "axes fraction"), - ha="center", fontsize=8.6, color=CODER_COLOR[coder], fontweight="bold") + ax.annotate(coder, (xi, 1.058), xycoords=("data", "axes fraction"), + ha="center", fontsize=9, color=CODER_COLOR[coder], fontweight="bold") ax.set_yticks(range(len(CHECKS))) ax.set_yticklabels([LABELS[lang][c] for c in CHECKS], fontsize=8.8, color="#3a3a38") ax.tick_params(length=0) @@ -222,10 +231,10 @@ def heatmap(per_arm: dict, lang: str) -> None: ax.axhline(start - 0.5, color="white", linewidth=4.2) ax.annotate(t["groups"][group], (1.01, 1 - (start + size / 2) / len(CHECKS)), xycoords="axes fraction", ha="left", va="center", fontsize=8.6, - color="#777", rotation=270) + color=GROUP_RAMP[group][1], rotation=270) fig.text(0.5, 0.015, t["scale"], ha="center", fontsize=8.2, color="#777") - fig.tight_layout(rect=(0, 0.035, 0.97, 0.94)) + fig.tight_layout(rect=(0, 0.035, 0.97, 0.905)) out = HERE / "assets" / t["out"] fig.savefig(out, dpi=160, facecolor="white") print("saved:", out) From 22a4e3b8508f9c53bbe9c579e8e67140e156c7a7 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 15 Jul 2026 09:46:00 +0200 Subject: [PATCH 52/59] feat: cache-aware cost is THE cost (ADR-014) cost_usd now bills fresh input at the full rate, cache writes at the 1h write rate, cache reads at the cached rate - matching Harbor's own per-step accounting to the cent on 20/24 grid trials. The full-rate ceiling is no longer stored (derivable from token_usage). TokenUsage gains cache_write_tokens; pricing.toml gains cache_write_per_1m. Grid reality check: campaign $958 as-if -> $220 real; cache reads are 92.6-97.7% of input on all 24 trials. Charts repriced. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- docs/adr/011-token-cost-metrics.md | 3 +- docs/adr/014-cache-aware-cost.md | 64 ++++++++++++++++++ .../assets/cost_quality_plane.png | Bin 114675 -> 114834 bytes .../assets/cost_quality_plane_en.png | Bin 102731 -> 102297 bytes .../cost_quality_plane.py | 47 ++++++++----- src/nasde_toolkit/pricing.py | 30 ++++++-- src/nasde_toolkit/pricing.toml | 26 ++++--- src/nasde_toolkit/token_metrics.py | 29 ++++++-- tests/test_evaluator.py | 4 +- tests/test_pricing.py | 24 ++++++- tests/test_results_exporter.py | 6 +- tests/test_token_metrics.py | 9 ++- 12 files changed, 196 insertions(+), 46 deletions(-) create mode 100644 docs/adr/014-cache-aware-cost.md diff --git a/docs/adr/011-token-cost-metrics.md b/docs/adr/011-token-cost-metrics.md index ef863bea..b9dad02b 100644 --- a/docs/adr/011-token-cost-metrics.md +++ b/docs/adr/011-token-cost-metrics.md @@ -1,6 +1,7 @@ # ADR-011: Token & cost metrics -**Status:** Accepted +**Status:** Accepted — cost formula superseded by ADR-014 (cache-aware cost); +everything else stands **Date:** 2026-06-08 ## Context diff --git a/docs/adr/014-cache-aware-cost.md b/docs/adr/014-cache-aware-cost.md new file mode 100644 index 00000000..db05ca8a --- /dev/null +++ b/docs/adr/014-cache-aware-cost.md @@ -0,0 +1,64 @@ +# ADR-014: Cache-aware cost is THE cost + +**Status:** Accepted +**Date:** 2026-07-15 +**Supersedes:** the cost formula of ADR-011 (everything else in ADR-011 stands) + +## Context + +ADR-011 priced every trial "as if every run were the first": the full prompt-token +volume billed at the full catalog input rate, no cache discount. The stated rationale +was determinism — the cache hit rate was assumed to be noisy (dependent on run order, +session length, TTL) while `total_prompt_tokens` is fixed for a task. + +Measurement on the 2026-07 Fable 5 / Opus 4.8 grid (24 trials, `ddd-weather-discount`) +falsified both halves of that assumption: + +1. **The cache ratio is not noisy.** Cache reads were 92.6–97.7% of prompt tokens on + every one of 24 trials, across two models and three instruction configurations. + Prompt caching in agentic sessions is a stable, structural property of the + harness (each step extends the same prompt prefix), not run-order luck. Cache + hits are effectively intra-session: across sessions only the short static prefix + can match, and only within the cache TTL. +2. **The full-rate number is far from a real bill.** The as-if formula priced the + grid at $958; the cache-aware price is $220 (4.4x lower). Harbor's own per-step + cost accounting confirms the cache-aware figure (agreement to the cent on 20 of + 24 trials; Harbor slightly higher on 4). A cost metric meant to drive real + model-choice decisions cannot be 4x away from the invoice it predicts. + +## Decision + +**`cost_usd` is cache-aware, and it is the only stored cost.** + +``` +fresh_input = total_prompt_tokens - cache_reads - cache_writes +cost = fresh_input * input_rate + + cache_writes * cache_write_rate (Anthropic 1h-cache: 2x input rate) + + cache_reads * cached_input_rate (0.1x input rate) + + output * output_rate +``` + +- `TokenUsage` records `cache_write_tokens` (from Harbor's + `extra.total_cache_creation_input_tokens`) next to the existing `cached_tokens` + (reads). All raw volumes remain in `token_usage`. +- `pricing.toml` gains `cache_write_per_1m` per model. A missing cache rate falls + back to the full input rate — conservative, never a silent discount. Codex + trajectories carry no cache-creation counter, and OpenAI bills no write premium, + so gpt entries simply omit the field. +- **No second cost field.** The old full-rate ceiling is NOT stored. Storing a + derived view next to the primary one re-creates the confusion ADR-011 itself + removed with the efficiency ratios: raw signals stay, derived numbers are an + analysis step. Anyone needing the ceiling computes + `input * input_rate + output * output_rate` from `token_usage`. + +## Consequences + +- Historical `metrics.json` exports carry full-rate `cost_usd` values until + re-exported; `pricing_as_of` plus this ADR's date separate the two eras. Re-export + refreshes economics without re-running anything. +- Cross-model comparisons barely move (both models cache at the same ~95% ratio; + rate ratios dominate), but absolute dollars drop ~4.4x and now approximate a real + API bill. Published figures must state "with prompt caching, at API rates". +- The determinism ADR-011 wanted survives in practice: the inputs to the formula + are the recorded per-trial volumes, so a recomputation is always reproducible; + what changed is that the recorded reality now includes the cache split. diff --git a/examples/ddd-architectural-challenges/assets/cost_quality_plane.png b/examples/ddd-architectural-challenges/assets/cost_quality_plane.png index 41aa24de99568bd8cee2c6da4c28ec89b4cd1f92..e04f8e4031821cf5849bfeeb44d0c09f2994ba2d 100644 GIT binary patch literal 114834 zcmd?RcT`jByDl0;VObEDjRi_kDbkhR!Ab`O=}o1E5|rLTKy+aR={+D-x^xKDLMLw{1{t4_)pH`j(VN6L$#YkEDZtbn2cV(GWTa zME&-S2R_Nm6O2A*=Z2fsqmb|KuJUYI9yv>Ql zH@@*+^@;5H<_ zg<Fzgn+q*Mk&BCrU=SHlmMn*9b~W8?7{uMNB?D3@(RFm}cwJTAT<%PI~(Kwqxbc z`JDuNB)_m(rBDkRCA|m1i$45A2+b9x=e6+HudOUb#`g6!e z+ZE;{>}uU+n32vG*U{4E$`dJwwB$73g_J7owU35{reeMuXLI$kG)gRK2pTc*D92Et znGvrxN$batA9cgSrSn_3fy$nJ@P_Lh?K)P@wYE>|A-^TBI;No+ZD)4BVJrjIkBruO 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The catalog is overridable by convention via layered files — ``/pricing.toml`` > ``~/.nasde/pricing.toml`` > bundled, merged per-model -(see ``load_pricing_layered`` and ADR-013). Cost is the full catalog rate applied -to the full prompt-token volume (cache included, no discount) — see ``pricing.toml`` -and ADR-011. +(see ``load_pricing_layered`` and ADR-013). Cost is cache-aware — fresh input at +the full rate, cache writes and reads at their own rates — see ``pricing.toml`` +and ADR-014 (supersedes ADR-011's full-rate formula). """ from __future__ import annotations @@ -34,6 +34,7 @@ class ModelPrice: input_per_1m: float output_per_1m: float cached_input_per_1m: float | None = None + cache_write_per_1m: float | None = None as_of: str = "" source: str = "" @@ -53,8 +54,18 @@ def compute_cost_usd( output_tokens: int, model: str, pricing: dict[str, ModelPrice], + cache_read_tokens: int = 0, + cache_write_tokens: int = 0, ) -> float | None: - """Full-rate USD cost for the given token volumes, or None if model is unpriced.""" + """Cache-aware USD cost for the given token volumes, or None if model is unpriced. + + Fresh input (prompt volume minus cache reads and writes) is billed at the full + input rate, cache writes at ``cache_write_per_1m``, cache reads at + ``cached_input_per_1m``, output at the output rate (ADR-014). A missing cache + rate falls back to the full input rate — conservative, never a silent discount. + With zero cache volumes this reduces to the full-rate formula, which is also + how the cache-free ceiling can be derived offline from ``token_usage``. + """ price = pricing.get(model) if price is None: console.print( @@ -62,7 +73,15 @@ def compute_cost_usd( f"Add it to pricing.toml to enable cost metrics.[/yellow]" ) return None - return input_tokens / 1_000_000 * price.input_per_1m + output_tokens / 1_000_000 * price.output_per_1m + read_rate = price.cached_input_per_1m if price.cached_input_per_1m is not None else price.input_per_1m + write_rate = price.cache_write_per_1m if price.cache_write_per_1m is not None else price.input_per_1m + fresh_tokens = max(input_tokens - cache_read_tokens - cache_write_tokens, 0) + return ( + fresh_tokens / 1_000_000 * price.input_per_1m + + cache_write_tokens / 1_000_000 * write_rate + + cache_read_tokens / 1_000_000 * read_rate + + output_tokens / 1_000_000 * price.output_per_1m + ) def effective_pricing_with_source(project_dir: Path | None = None) -> dict[str, tuple[ModelPrice, str]]: @@ -207,6 +226,7 @@ def _model_price_from_dict(entry: dict) -> ModelPrice: input_per_1m=entry["input_per_1m"], output_per_1m=entry["output_per_1m"], cached_input_per_1m=entry.get("cached_input_per_1m"), + cache_write_per_1m=entry.get("cache_write_per_1m"), as_of=entry.get("as_of", ""), source=entry.get("source", ""), ) diff --git a/src/nasde_toolkit/pricing.toml b/src/nasde_toolkit/pricing.toml index d72d94d1..ce7b04d3 100644 --- a/src/nasde_toolkit/pricing.toml +++ b/src/nasde_toolkit/pricing.toml @@ -1,15 +1,22 @@ -# Model pricing for token-cost metrics (per 1M tokens, full catalog rate). +# Model pricing for token-cost metrics (per 1M tokens). # -# Cost is computed "as if every run were the first": the full prompt-token volume -# (cache included) is billed at the full input rate, with NO cache discount. This -# makes cost deterministic and independent of run order / cache TTL — the prompt -# token count is fixed for a task, while the cache hit rate is not. +# Cost is CACHE-AWARE (ADR-014, supersedes ADR-011's full-rate formula): +# cost = fresh_input * input_per_1m +# + cache_writes * cache_write_per_1m +# + cache_reads * cached_input_per_1m +# + output * output_per_1m +# where fresh_input = total_prompt_tokens - cache_reads - cache_writes. +# A missing cache rate falls back to input_per_1m (conservative, never a silent +# discount). The cache-free ceiling is NOT stored — it is derivable from the +# recorded token_usage as input * input_per_1m + output * output_per_1m. # -# cached_input_per_1m is recorded for reference only; it is NOT used in the cost -# formula. reasoning output tokens are folded into output (see token_metrics.py). +# cache_write_per_1m for Anthropic models is the 1-hour cache write rate +# (2x base input) — the mode Claude Code uses; verified against Harbor's own +# per-step cost accounting on the 2026-07 grid. OpenAI bills no write premium, +# so gpt entries omit the field (writes fall back to the base input rate). # # Verified 2026-07-13 (Claude models re-checked against the official pricing page -# before publication) — CONFIRM before publishing any cost figures. +# before publishing) — CONFIRM before publishing any cost figures. [models."gpt-5.5"] input_per_1m = 5.0 @@ -29,6 +36,7 @@ source = "https://developers.openai.com/api/docs/pricing" input_per_1m = 5.0 output_per_1m = 25.0 cached_input_per_1m = 0.50 +cache_write_per_1m = 10.0 as_of = "2026-07-13" source = "https://platform.claude.com/docs/en/about-claude/pricing" @@ -36,6 +44,7 @@ source = "https://platform.claude.com/docs/en/about-claude/pricing" input_per_1m = 10.0 output_per_1m = 50.0 cached_input_per_1m = 1.0 +cache_write_per_1m = 20.0 as_of = "2026-07-13" source = "https://platform.claude.com/docs/en/about-claude/pricing" @@ -43,5 +52,6 @@ source = "https://platform.claude.com/docs/en/about-claude/pricing" input_per_1m = 3.0 output_per_1m = 15.0 cached_input_per_1m = 0.30 +cache_write_per_1m = 6.0 as_of = "2026-06-08" source = "https://platform.claude.com/docs/en/about-claude/pricing" diff --git a/src/nasde_toolkit/token_metrics.py b/src/nasde_toolkit/token_metrics.py index 214fd7b9..487e5e49 100644 --- a/src/nasde_toolkit/token_metrics.py +++ b/src/nasde_toolkit/token_metrics.py @@ -5,11 +5,15 @@ Token volumes come from the trajectory's top-level ``final_metrics`` (written by Harbor for both Claude and Codex agents): - input = total_prompt_tokens (full, cache included) - output = total_completion_tokens + extra.reasoning_output_tokens - total = input + output - -Cost applies the full catalog rate to those volumes (no cache discount) — see ADR-011. + input = total_prompt_tokens (full, cache included) + output = total_completion_tokens + extra.reasoning_output_tokens + cached = total_cached_tokens (cache reads) + cache_write = extra.total_cache_creation_input_tokens + total = input + output + +Cost is cache-aware (ADR-014): fresh input at the full rate, cache writes and +reads at their catalog rates. The cache-free ceiling is derivable from the +recorded token volumes and is not stored. """ from __future__ import annotations @@ -30,6 +34,7 @@ class TokenUsage: completion_tokens: int reasoning_tokens: int cached_tokens: int + cache_write_tokens: int total_tokens: int @@ -39,9 +44,11 @@ def extract_token_usage(trajectory: dict) -> TokenUsage | None: prompt_tokens = final_metrics.get("total_prompt_tokens") if prompt_tokens is None: return None + extra = final_metrics.get("extra") or {} completion_tokens = final_metrics.get("total_completion_tokens", 0) or 0 - reasoning_tokens = (final_metrics.get("extra") or {}).get("reasoning_output_tokens", 0) or 0 + reasoning_tokens = extra.get("reasoning_output_tokens", 0) or 0 cached_tokens = final_metrics.get("total_cached_tokens", 0) or 0 + cache_write_tokens = extra.get("total_cache_creation_input_tokens", 0) or 0 output_tokens = completion_tokens + reasoning_tokens return TokenUsage( input_tokens=prompt_tokens, @@ -49,6 +56,7 @@ def extract_token_usage(trajectory: dict) -> TokenUsage | None: completion_tokens=completion_tokens, reasoning_tokens=reasoning_tokens, cached_tokens=cached_tokens, + cache_write_tokens=cache_write_tokens, total_tokens=prompt_tokens + output_tokens, ) @@ -87,7 +95,14 @@ def build_trial_economics( usage = extract_token_usage(trajectory) if trajectory is not None else None if usage is None: return _empty_economics(model) - cost_usd = compute_cost_usd(usage.input_tokens, usage.output_tokens, model, pricing) + cost_usd = compute_cost_usd( + usage.input_tokens, + usage.output_tokens, + model, + pricing, + cache_read_tokens=usage.cached_tokens, + cache_write_tokens=usage.cache_write_tokens, + ) return { "model_name": model, "token_usage": asdict(usage), diff --git a/tests/test_evaluator.py b/tests/test_evaluator.py index 7812822c..b0b78777 100644 --- a/tests/test_evaluator.py +++ b/tests/test_evaluator.py @@ -279,8 +279,8 @@ def test_assessment_summary_includes_economics(tmp_path: Path) -> None: assert summary is not None assert summary.model_name == "claude-sonnet-4-6" assert summary.token_usage["total_tokens"] == 1_060_000 - # sonnet $3/$15: 1M*3 + 0.06M*15 = 3.9 - assert summary.cost_usd == pytest.approx(3.9) + # sonnet $3/$15/$0.30 cached (ADR-014): fresh 0.2M*3 + cached 0.8M*0.30 + 0.06M*15 = 1.74 + assert summary.cost_usd == pytest.approx(1.74) assert summary.pricing_as_of == "2026-06-08" assert not hasattr(summary, "cost_efficiency") # removed: arbitrary zero → use Pareto front assert not hasattr(summary, "token_efficiency") diff --git a/tests/test_pricing.py b/tests/test_pricing.py index baa4b979..0f6df37b 100644 --- a/tests/test_pricing.py +++ b/tests/test_pricing.py @@ -67,13 +67,35 @@ def test_load_custom_pricing_file(tmp_path: Path) -> None: assert pricing["my-model"].input_per_1m == 1.0 -def test_compute_cost_full_rate_no_cache_discount() -> None: +def test_compute_cost_without_cache_reduces_to_full_rate() -> None: pricing = load_pricing() # claude-sonnet-4-6 = $3 in / $15 out: 1M input + 0.1M output = 3.0 + 1.5 = 4.5 cost = compute_cost_usd(1_000_000, 100_000, "claude-sonnet-4-6", pricing) assert cost == pytest.approx(4.5) +def test_compute_cost_cache_aware_matches_harbor_accounting() -> None: + # Real trial ayg7ckA (claude-fable-5): Harbor's own per-step total was $8.841665. + cost = compute_cost_usd( + 3_070_507, + 66_456, + "claude-fable-5", + load_pricing(), + cache_read_tokens=2_939_665, + cache_write_tokens=127_078, + ) + assert cost == pytest.approx(8.841665, abs=0.0005) + + +def test_compute_cost_missing_cache_rates_falls_back_to_full_rate(tmp_path: Path) -> None: + custom = tmp_path / "pricing.toml" + custom.write_text('[models."bare"]\ninput_per_1m = 2.0\noutput_per_1m = 10.0\n') + pricing = load_pricing(custom) + # no cached/cache-write rates -> reads and writes bill at the full input rate + cost = compute_cost_usd(1_000_000, 0, "bare", pricing, cache_read_tokens=900_000, cache_write_tokens=50_000) + assert cost == pytest.approx(2.0) + + def test_compute_cost_unknown_model_returns_none() -> None: assert compute_cost_usd(1000, 100, "nonexistent-model", load_pricing()) is None diff --git a/tests/test_results_exporter.py b/tests/test_results_exporter.py index 9f4670dd..5c25d2a4 100644 --- a/tests/test_results_exporter.py +++ b/tests/test_results_exporter.py @@ -172,8 +172,8 @@ def test_export_includes_token_cost_economics(job_dir: Path, tmp_path: Path) -> assert usage["input_tokens"] == 1_000_000 assert usage["output_tokens"] == 60_000 # completion 50k + reasoning 10k assert usage["total_tokens"] == 1_060_000 - # claude-sonnet-4-6: 1M*$3 + 0.06M*$15 = 3.0 + 0.9 = 3.9 - assert metrics["cost_usd"] == pytest.approx(3.9) + # sonnet $3/$15/$0.30 cached (ADR-014): fresh 0.2M*3 + cached 0.8M*0.30 + 0.06M*15 = 1.74 + assert metrics["cost_usd"] == pytest.approx(1.74) assert metrics["pricing_as_of"] == "2026-06-08" assert "cost_efficiency" not in metrics # removed: arbitrary zero → use Pareto front assert "token_efficiency" not in metrics @@ -342,7 +342,7 @@ def test_export_project_dir_none_uses_bundled(job_dir: Path, tmp_path: Path, emp export_results([job_dir], dest, project_dir=None) metrics = json.loads((dest / "2026-06-03__demo-job__demo-task__aaa111" / "metrics.json").read_text()) - assert metrics["cost_usd"] == pytest.approx(3.9) + assert metrics["cost_usd"] == pytest.approx(1.74) def test_export_three_layer_compose_e2e(job_dir: Path, tmp_path: Path, empty_user_layer: Path) -> None: diff --git a/tests/test_token_metrics.py b/tests/test_token_metrics.py index daa65c99..b82e7c70 100644 --- a/tests/test_token_metrics.py +++ b/tests/test_token_metrics.py @@ -40,6 +40,8 @@ def test_extract_claude_shape() -> None: assert usage.input_tokens == 1_109_410 assert usage.reasoning_tokens == 0 assert usage.output_tokens == 55_518 # no reasoning to fold in + assert usage.cached_tokens == 1_031_868 + assert usage.cache_write_tokens == 74_666 assert usage.total_tokens == 1_109_410 + 55_518 @@ -49,6 +51,7 @@ def test_extract_codex_folds_reasoning_into_output() -> None: assert usage.completion_tokens == 23_401 assert usage.reasoning_tokens == 13_921 assert usage.output_tokens == 23_401 + 13_921 # reasoning folded in + assert usage.cache_write_tokens == 0 # Codex trajectories carry no cache-creation counter assert usage.total_tokens == 2_817_494 + 23_401 + 13_921 @@ -96,8 +99,10 @@ def test_build_trial_economics_priced_model(tmp_path: Path) -> None: assert econ["model_name"] == "gpt-5.4" assert econ["token_usage"]["total_tokens"] == 2_854_816 - # gpt-5.4 = $2.50 in / $15 out: 2.817494M*2.5 + 0.037322M*15 - assert econ["cost_usd"] == pytest.approx(2_817_494 / 1e6 * 2.5 + 37_322 / 1e6 * 15) + # gpt-5.4 = $2.50 in / $15 out / $0.25 cached (ADR-014): fresh input at full + # rate, the 2_646_272 cached reads at the cached rate, no write premium. + fresh = 2_817_494 - 2_646_272 + assert econ["cost_usd"] == pytest.approx(fresh / 1e6 * 2.5 + 2_646_272 / 1e6 * 0.25 + 37_322 / 1e6 * 15) assert econ["pricing_as_of"] == "2026-06-08" From 9dd150edf5b31b9874b321ecccc81574db66250d Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 15 Jul 2026 09:51:16 +0200 Subject: [PATCH 53/59] docs: handover note - ADR-014 cost repricing, old dollar figures below are pre-change Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index e3d40fb7..3d32d86e 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -1,5 +1,15 @@ # HANDOVER SNAPSHOT (2026-07-08 evening — rubric v2.3 verified, supple-v3 probe run) +> **COST REPRICING (2026-07-15, ADR-014):** `cost_usd` is now CACHE-AWARE (fresh +> input at full rate + cache writes at 2x + cache reads at 0.1x + output) — it +> matches what the API would bill and Harbor's own accounting. Any dollar figure +> below this note predates the change (old "as-if full rate" formula, ~4.4x higher: +> grid total $958 as-if vs $220 real; cache reads are 93-98% of input on all 24 +> grid trials). Current arm means (cost/quality): F vanilla $10.60/0.732, F hint +> $9.78/0.796, F skill $13.35/0.808; O vanilla $6.61/0.651, O hint $7.25/0.701, +> O skill $7.30/0.651. Charts regenerated. Historical nasde-results exports still +> carry old-formula cost_usd until re-exported. + **TL;DR of the day:** v2.2 verified live on 4 trials (every prediction exact, no inflation, no amnesty); owner rulings turned M5 direction-neutral and added the MAX verdict → rubric v2.3, verified live same day (BAzkEPJ 0.85, prediction exact, MAX From 2800a8d7525e22b7a6b448d8baf39ea856dc4d4d Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Wed, 15 Jul 2026 11:48:36 +0200 Subject: [PATCH 54/59] docs: purge the old full-rate cost story everywhere (ADR-014 sweep) ARCHITECTURE.md (also dropped the stale efficiency-ratio claim), the twin AGENTS/CLAUDE knowledge blocks, the website token-cost page (user-facing), the scaffolded pricing.toml.example (now shows cache rate fields), and a new CHANGELOG entry. ADR-011 text and the 0.5.0 changelog entry stay as historical records. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- AGENTS.md | 414 ++++++++++++++++++ ARCHITECTURE.md | 2 +- CHANGELOG.md | 12 + CLAUDE.md | 2 +- src/nasde_toolkit/scaffold/__init__.py | 2 + .../src/content/docs/concepts/token-cost.md | 19 +- 6 files changed, 445 insertions(+), 6 deletions(-) create mode 100644 AGENTS.md diff --git a/AGENTS.md b/AGENTS.md new file mode 100644 index 00000000..1f7046ca --- /dev/null +++ b/AGENTS.md @@ -0,0 +1,414 @@ +# nasde-toolkit + +AI coding agent evaluation toolkit. CLI entry point: `nasde`. + +## Package structure + +``` +src/nasde_toolkit/ + __init__.py # Re-exports __version__ from _version.py + _version.py # Auto-generated by hatch-vcs from git tags (gitignored) + cli.py # Typer CLI (init, run, eval, install-skills + harbor/opik pass-through) + config.py # nasde.toml + task.toml parsing into dataclasses + runner.py # Harbor Python API — variant resolution, config merging, Job execution + evaluator.py # Post-hoc assessment via pluggable CLI subprocess backends + evaluator_backends/ + __init__.py + protocol.py # EvaluatorBackend Protocol + claude_subprocess.py # `Codex -p` subprocess backend (default) + codex_subprocess.py # `codex exec` subprocess backend + results_exporter.py # `nasde results-export` — copy trial artifact essence to a plain dir + pricing.py / pricing.toml # Versioned model price catalog (ADR-011) — load + compute_cost_usd; layered override via load_pricing_layered + provenance via resolve_pricing_layers/effective_pricing_with_source (ADR-013) + pricing_report.py # Shared Rich table renderer for the effective price catalog (nasde pricing show + run summary, ADR-013) + token_metrics.py # Token usage + cost economics from trajectory final_metrics (ADR-011) + calibration_publisher.py # `nasde calibrate` — publish trial diffs+assessments as PRs/MRs (ADR-010) + calibration_resolve.py # Resolve [calibration] repo → (api slug, push url, platform) + git_platform_backends/ + __init__.py # create_git_backend(url) — URL auto-detect + factory + protocol.py # GitPlatformBackend Protocol + RepoRef/PrRef/ReviewComment + detect.py # detect_platform(url) — github/gitlab from host (+ override) + git_ops.py # GIT layer — orphan base + feature branch push (not behind Protocol) + github_cli.py # GitHubCliBackend (`gh`) + gitlab_cli.py # GitLabCliBackend (`glab`) + docker.py # Docker environment helpers ([nasde.source] + [nasde.plugin] staging) + plugin_registration.py # Shared skill + MCP registration ([nasde.plugin] + variant [[skill]]) + scaffold/ + __init__.py # Project scaffolding templates and file creation + skills_installer.py # `nasde install-skills` — copies bundled authoring skills to ~/.Codex/skills/ + agents/ + __init__.py + configurable_claude.py # Harbor-compatible Codex agent with sandbox file injection + configurable_codex.py # Harbor-compatible Codex agent with sandbox file injection + configurable_gemini.py # Harbor-compatible Gemini CLI agent with sandbox file injection +tests/ +pyproject.toml +``` + +## How to run + +```bash +uv tool install . +nasde --version +``` + +## Testing + +```bash +uv run pytest +``` + +## Development workflow + +**A user-visible change is not done until `CHANGELOG.md` is updated.** When you +finish a feature, fix, dependency bump, CVE pin, or any change a user would +notice, add an entry under `## [Unreleased]` in `CHANGELOG.md` (in the right +Keep-a-Changelog section — Added / Changed / Fixed / Removed / Security) with a +`[#NN]` PR link-reference at the bottom — **as part of that change, not at +release time.** Deferring it lets `[Unreleased]` silently drift behind merged +PRs, so release notes ship incomplete. The full post-change checklist +(quality gates, docs/skills/scaffold consistency, smoke + e2e) lives in the +`nasde-dev` skill; releasing itself is in [docs/RELEASING.md](docs/RELEASING.md) +(move `[Unreleased]` under the new version, then tag → publish). + +## Code style + +1. PEP 8 with type hints on all public functions. +2. `@dataclass` for internal data models (see `config.py`, `evaluator.py`). +3. Rich console for all CLI output — no bare `print()`. +4. Do NOT use comments in method bodies. Use descriptive function and variable names instead. +5. Split large functions into a hierarchy of private helpers with descriptive names. +6. Structure functions: public first (alphabetical), then private helpers ordered by dependency (caller before callee). +7. Snake_case for file and directory names. + +## Architecture + +See [ARCHITECTURE.md](ARCHITECTURE.md) for the full system architecture with diagrams (end-to-end flow, trial lifecycle, cloud sandbox providers, assessment evaluation). Keep it in sync with code changes. + +## Architecture decisions + +- **CLI framework**: Typer with Rich markup mode. The `app` object in `cli.py` is the entry point registered in `pyproject.toml` as `nasde`. +- **Configuration**: Two-layer config — `nasde.toml` for project-level settings, `task.toml` per task (single file, shared with Harbor; nasde-specific fields live under `[nasde.*]`). Both parsed into `@dataclass` models in `config.py`. Task discovery walks `tasks/` (or `.nasde/tasks/`) automatically. +- **Benchmark runner**: Uses Harbor Python API (`Job`, `JobConfig`) directly instead of subprocess. The runner merges variant config with task registry into a dict, passes it to `JobConfig.model_validate()`, then runs `await job.run()`. Opik tracking via `track_harbor()` (monkey-patches Harbor at runtime). +- **Evaluator**: Subprocess-based assessment evaluation with pluggable backends. The evaluator spawns a CLI agent (`Codex -p` or `codex exec`) as a subprocess to read trial artifacts and score them against assessment criteria. Backend selection via `[evaluation] backend` in `nasde.toml` (`"Codex"` default, `"codex"` available). Codex backend uses `--output-format json` (without `--bare` — preserves OAuth/keychain auth for subscription billing and skills auto-discovery). Codex backend uses `--json --quiet --full-auto` for JSONL event streaming. Both backends respect the user's existing CLI authentication (OAuth subscription or API key) — no Agent SDK required, which avoids Anthropic's SDK-billing restrictions on subscription accounts. Configurable via `[evaluation]` in `nasde.toml` — backend, model, tools, MCP servers, skills, system prompt, and trajectory inclusion can all be customized. When `include_trajectory = true`, the evaluator also has access to the agent's ATIF trajectory (`agent/trajectory.json`). Default Codex model is `Codex-opus-4-7`. Skills dir is mounted via temp-dir + `cwd` with `--add-dir ` so Codex's auto-discovery picks them up. **Repeated evaluations (output contract):** the judge is non-deterministic, so each trial is evaluated `eval_repetitions` times (default 3, `[evaluation] eval_repetitions` in `nasde.toml`, override `--eval-repetitions` on `run`/`eval`). The N evaluations of one trial run concurrently via `asyncio.gather` under the shared `--max-concurrent-eval` semaphore; the gather barrier ensures aggregation runs only after all N finish. Each is written **append-only** as `assessment_eval_.json` (never overwritten — the bug being fixed was a single `assessment_eval.json` clobbered on every re-eval). A derived `assessment_summary.json` holds per-cluster mean/std(sample,n-1)/min/max aggregates: averages are computed **only within one `(evaluator_model, dimensions_fingerprint)` cluster**. A different judge model OR a changed `assessment_dimensions.json` rubric (added/removed dimension, changed `max_score`, OR changed `description`) is a different benchmark and is never averaged together — the fingerprint is the first 12 hex chars of the sha256 of the normalized (`sort_keys`) rubric JSON, stamped onto each `assessment_eval_.json` at eval time (legacy files with no fingerprint → `""` cluster). Clustering by fingerprint also makes the per-group `members[0]` dimension/max_score read correct by construction. The largest cluster (tie → newest) is `dominant`. Opik upload uses the **dominant cluster's mean** (plus per-dimension std and `eval_n`), not the last evaluation. Legacy jobs are normalized by `eval_migration.py`, exposed as the **hidden** one-shot command `nasde migrate-evals` (`@app.command(hidden=True)` — invokable, but kept out of `nasde --help` and user docs because it is a migration tool, not a routine command; its tests stay to guard the logic). It takes a `jobs/` root (recurses) or a single trial dir, not a single job dir. +- **Variant system**: Each variant is a directory under `variants/` with a required `variant.toml` declaring the agent type (`agent = "Codex"`, `agent = "codex"`, or `agent = "gemini"`). For Codex variants, `AGENTS.md` is injected into `/app/AGENTS.md`; for Codex variants, `AGENTS.md` is injected into `/app/AGENTS.md`; for Gemini CLI variants, `GEMINI.md` is injected into `/app/GEMINI.md`. An optional `skills/` subdirectory contains Codex skill snapshots — each `skills//` is injected **whole** (incl. `references/` and sibling files, via the shared `plugin_registration.stage_skill_dir`) into `/app/.Codex/skills//`. A `variant.toml` may also declare a `[[skill]]` array (skill-by-reference, ADR-009): each entry points at a source skill dir (optional `ref`) without a copy under `variants/` — for Codex staged whole into `/app/.Codex/skills//`, for Codex/Gemini routed through Harbor's native `config.agent.skills` (ADR-012, see the native-injection note below). An optional `agents_skills/` subdirectory contains Codex skill snapshots and an optional `gemini_skills/` subdirectory contains Gemini skill snapshots — each `/` (a dir with a `SKILL.md`) is registered through **Harbor's native skill-injection** (`config.agent.skills`), NOT via `sandbox_files`. See the "Codex/Gemini native skill injection" decision below for why: Codex and Gemini auto-discover skills only from a HOME-scoped dir (`$HOME/.agents/skills`, `~/.gemini/skills`), never from a cwd `/app/.agents/skills` or `/app/.gemini/skills` dir. If no `harbor_config.json` exists, one is auto-generated from `variant.toml`. +- **Codex/Gemini native skill injection (ADR-012)**: Codex and Gemini auto-discover skills **only from a HOME-scoped directory** — `$HOME/.agents/skills` for Codex, `~/.gemini/skills` for Gemini — never from a `.agents/skills` / `.gemini/skills` dir sitting in the agent's `/app` cwd. The old path uploaded skill files into `/app/.agents/skills/` and `/app/.gemini/skills/` via `sandbox_files`, where the CLI never scans, so the skill was **never registered as a native slash-command** — the agent only stumbled on the file by reading it by hand. The fix routes `agents_skills//` and `gemini_skills//` through **Harbor's native `config.agent.skills`** list (`runner._collect_native_skill_dirs`): at trial time Harbor uploads each skill dir into the container's `skills_dir`, passes `skills_dir` to the agent ctor, and the agent's `_build_register_skills_command` copies them into the correct HOME-scoped location *inside* `run()` — the only point with the right timing (an earlier `setup()`/`sandbox_files` upload is in the wrong session relative to the CLI's skill scan, empirically verified). The `skills` list on the harbor_config agent is regenerated each run (tracked via `_nasde_derived_skills`), so a removed skill dir drops out and a hand-authored `skills` entry is preserved — mirroring the `sandbox_files` / `_nasde_derived_keys` contract. This covers **all three** skill paths for Codex/Gemini: the variant snapshot (`agents_skills/`, `gemini_skills/`) plus `[[skill]]` by-reference and `[nasde.plugin]` skills — the latter two are resolved to skill dirs by `plugin_registration.collect_referenced_skill_dirs` / `collect_plugin_skill_dirs` and **unioned** into the same `skills` list (one `_nasde_derived_skills` marker tracks both; nasde warns when two derived dirs share a basename since Harbor's `resolve_skills` is last-wins). **Codex is intentionally NOT routed here**: its `variants//skills/` → `sandbox_files` → `/app/.Codex/skills/` (+ `~/.Codex/skills/`) path already lands where Codex auto-discovers from cwd, is tested, and is the carrier for its own `[nasde.plugin]` / `[[skill]]` skills (via `stage_skill_dir`); a Codex agent drops `extra_skill_dirs` at merge time to avoid double-injecting. See ADR-012. +- **Codex ChatGPT OAuth**: Harbor's `Codex` agent uploads `~/.codex/auth.json` into the sandbox as `$CODEX_HOME/auth.json` — but **harbor 0.13 made this opt-in**: the agent now *defaults to `OPENAI_API_KEY`* and only uploads the OAuth `auth.json` when `CODEX_AUTH_JSON_PATH` (a specific file) or `CODEX_FORCE_AUTH_JSON` (truthy → `~/.codex/auth.json`) is set. Without an API key it would otherwise write an **empty** key into the sandbox (`Incorrect API key provided: ''` on `wss://api.openai.com/v1/responses`). So `_ensure_auth` opts into OAuth automatically: when no `OPENAI_API_KEY`/`CODEX_API_KEY` is set but `~/.codex/auth.json` exists, it sets `CODEX_FORCE_AUTH_JSON=true` (respecting a user-set `CODEX_AUTH_JSON_PATH`/`CODEX_FORCE_AUTH_JSON`). API key (`OPENAI_API_KEY`) always takes priority over OAuth. Tokens are not extracted back from sandbox after runs. Validate with `source scripts/export_codex_oauth_token.sh`. The runner bridges `CODEX_API_KEY` → `OPENAI_API_KEY` in `_ensure_auth` for users who prefer the Codex-specific env var name. +- **Gemini Google OAuth**: When `~/.gemini/oauth_creds.json` exists (created by `gemini login`) and no API key env var is set (`GEMINI_API_KEY`, `GOOGLE_API_KEY`, `GOOGLE_APPLICATION_CREDENTIALS`), `ConfigurableGemini` injects the OAuth credentials into the sandbox via env var. API key always takes priority over OAuth. Validate with `source scripts/export_gemini_oauth_token.sh`. +- **All dependencies are core**: `harbor`, `opik` are in `[project.dependencies]`. The evaluator depends on having `Codex` CLI (default) or `codex` CLI installed and authenticated on the host — not bundled. No optional extras — `uv tool install .` gives full functionality. Assessment evaluation is on by default (`--without-eval` to skip). +- **Versioning**: Derived from git tags via `hatch-vcs` plugin. Tag `v0.1.0` → version `0.1.0`. Commits after a tag produce dev versions like `0.1.1.dev3+gabcdef`. `_version.py` is auto-generated at build time and gitignored. See ADR-007. +- **Bundled authoring skills**: `.Codex/skills/nasde-benchmark-*` are shipped inside the wheel via `[tool.hatch.build.targets.wheel.force-include]` → `nasde_toolkit/_bundled_skills/`. `nasde install-skills` discovers them via `importlib.resources` (wheel install) with a fallback to the live `.Codex/skills/` when running from an editable / source checkout. `nasde-dev` is deliberately excluded from the bundle (internal dev skill, not for end users). +- **Auto-generated Dockerfile**: When a task has no `environment/Dockerfile`, nasde generates one from `source.git` + `[docker]`. For local paths, also generates `docker-compose.yaml` to override the build context. See `docker.py:ensure_task_environment()`. +- **`[nasde.plugin]` (ADR-009)**: Ships a local Codex plugin (dir with `.Codex-plugin/plugin.json`) into the sandbox with one `task.toml` declaration. `docker.py:ensure_task_plugin()` stages the plugin tree (at `ref` via a temp worktree) into a gitignored `_nasde-plugin/` inside the **active** build context (Harbor pins context to `environment/`; with `[nasde.source]` the context is the source repo/worktree — nasde reads it back from the generated compose and stages there), then appends a sentinel-fenced `COPY`+build stage to the Dockerfile (generated base if none, hand-written preserved). `plugin_registration.py` then registers the plugin's own `skills/` (whole dirs — for Codex into `/app/.Codex/skills/`, for Codex/Gemini through Harbor's native `config.agent.skills` via `collect_plugin_skill_dirs`, ADR-012) and injects its MCP server (from `/.mcp.json`, env-wrapped) into the task's `task.toml` — idempotent, fenced, never clobbers an author-declared same-name server. Skill-by-reference (`[[skill]]` in `variant.toml`) feeds the same agent-aware skill-registration machinery. Derived sandbox files are merged into the variant's `harbor_config.json` each run. MCP injection writes `task.toml` because Harbor reads MCP servers only from there (`trial.py` → `task.config.environment.mcp_servers`). +- **Pass-through CLI**: `nasde harbor ...` delegates to Harbor's Typer app via `add_typer()`. `nasde opik ...` forwards args to Opik's Click CLI via `ctx.args`. +- **Rubric calibration (ADR-010)**: `nasde calibrate publish PATHS...` / `pull-comments` close the loop between the LLM-as-a-Judge and a human reviewer by publishing trial diffs + assessments as PRs/MRs and pulling review comments back for rubric tuning. Two layers, deliberately separated: **GIT** (`git_platform_backends/git_ops.py` — `git push`/`ls-remote`, platform-agnostic, subprocess pattern from `docker.py`, not behind a Protocol) and **PLATFORM** (`git_platform_backends/` behind a `@runtime_checkable GitPlatformBackend` Protocol — `repo_exists`/`find_open_pr_for_branch`/`create_pr`/`fetch_pr_comments`/`validate_cli_installed`/`validate_auth`, mirroring `evaluator_backends/`). The base is keyed on `(repo, commit)` as an **orphan branch** `base/-` seeded once via `git archive HEAD` from the trial workspace (git deduplicates blobs by content across orphan bases — no shared ancestor needed); each trial is a feature branch `calib/-/` = base + the agent's `changes.patch` applied as a real commit + `.calibration/` files (no trajectory — secrets/clutter). `.calibration/` carries the reviewer's context: the task's `instruction.md` + `assessment_criteria.md` + `assessment_dimensions.json` (resolved from `result.json` `task_name`/`source`, trying both `tasks/` and `evals//tasks/` layouts), all `assessment_eval_.json`, `assessment_summary.json`, and `metrics.json`. Idempotency is **open-only**: `find_open_pr_for_branch` matches only OPEN PRs/MRs (`gh pr list --state open`, `glab mr list` default), so a re-run skips a live round but lets a fresh round publish once the prior one is closed. The PR body is a pure transform of the dominant `AssessmentSummary` cluster (`calibration_publisher._render_pr_body`). Backend is **auto-detected from the sink repo URL host** (`github.com`→`gh`, `*gitlab*`→`glab`; `[calibration] platform` overrides for self-hosted) — no `backend` config field, eliminating the backend≠host mismatch. Preflight before any work: detect → `validate_cli_installed` (`shutil.which`, precise per-platform message) → `validate_auth` (`gh|glab auth status` exit code) → `repo_exists` (parses OUTPUT — `gh repo view` exits 0 even for a missing repo). Repo creation is out of scope (push creates branches ad-hoc in an existing repo). Reuses `_expand_to_trials`/`_capture_patch`/`_build_metrics` from `results_exporter.py` and `_aggregate_evaluations`/`_load_raw_evaluations`/`AssessmentSummary` from `evaluator.py`. Prerequisites mirror the evaluator's CLI requirement (ADR-002): `git` + `gh`/`glab` + login, no SDK, CLI keyring holds auth. The `nasde-benchmark-calibration` skill orchestrates the human-in-the-loop flow. +- **Results export (EXPERIMENTAL)**: `results_exporter.py` + `nasde results-export PATHS... --to DIR` copy the analytic *essence* of trial artifacts out of the gitignored `jobs/` tree into a flat per-trial layout (`DIR/__/` with `metrics.json`, `assessment_eval_*.json` (all repetitions), `assessment_summary.json`, `trajectory.json`, `changes.patch`, `verifier_stdout.txt`, `reward.txt`). Re-export **merges**: missing eval files are copied and the summary/metrics refreshed, while immutable files (trajectory, patch) are left as-is — so evaluations added after a first export are picked up. A legacy bare `assessment_eval.json` (pre-migration trial) is exported as `assessment_eval_1.json` with a `nasde migrate-evals` hint, so the export is never silently empty. Filesystem-as-interface: `DIR` is any plain path (iCloud/Dropbox/git repo) — no cloud SDK. It scans Harbor artifacts (`result.json`/`config.json`/`assessment_eval*.json`/`agent/trajectory.json`/workspace), **not** the best-effort `EXPERIMENT_LOG.md`. `metrics.json` is a self-contained summary composed from `result.json`+`config.json`+`agent/trajectory.json` — including **token & cost economics** (`token_usage`, `cost_usd`, `pricing_as_of`, `reasoning_effort`); see the token-cost note below and [ADR-011](docs/adr/011-token-cost-metrics.md). The code diff is captured as a patch (`git diff HEAD` + untracked via `git ls-files -z` + `git diff --no-index`, never `git add` — the workspace `.git` index is left untouched; `-z`/NUL parsing means non-ASCII untracked filenames are not dropped under `core.quotepath`). Selection is a mixed positional list of job and/or trial dirs (auto-classified: a dir whose children have `result.json` is a job; else a dir whose own `result.json` carries a `trial_name` key is a trial; a dir with a job-level `result.json` but no trial-shaped children/`trial_name` is skipped with a warning rather than mis-exported as garbage); re-export is idempotent and merge-based (a trial is reported `exported` only when something new was copied, else `skipped`). Reuses `_collect_trial_dirs`/`_load_json`/`_compute_duration_sec`/`_resolve_agent_name` from `evaluator.py`. Deliberately does **not** model "experiments" (one job can belong to many — a future UI layer's concern). +- **Token & cost metrics (ADR-011; cost formula superseded by ADR-014 — cache-aware)**: every trial gets **token usage + USD cost** computed from the agent's `agent/trajectory.json` `final_metrics` and a versioned price catalog. `token_metrics.py` is the **single extractor** feeding both write paths: `evaluator.py` writes them onto `assessment_summary.json` (run) and `results_exporter.py` onto `metrics.json` (export). Definitions: `input = total_prompt_tokens` (full, cache included), `output = total_completion_tokens + extra.reasoning_output_tokens` (Codex reasoning folded into output), `total = input + output`. **Cost is CACHE-AWARE (ADR-014)**: fresh input at the full rate + cache writes at `cache_write_per_1m` (Anthropic 1h mode, 2x) + cache reads at `cached_input_per_1m` (0.1x) + output at the output rate — what the API would bill for the run; matches Harbor's own per-step accounting. `token_usage` records `cached_tokens` (reads) and `cache_write_tokens`, so the cache-free ceiling stays derivable offline (`input*rate + output*rate`) and is NOT stored. A missing cache rate falls back to the full input rate (conservative, never a silent discount). **The scalar `token_efficiency`/`cost_efficiency` ratios were REMOVED** — `normalized_score / denominator` has an arbitrary zero (score 0 = empty rubric, unreachable), so the ranking is not invariant to a baseline shift; model comparison is now a **Pareto front** (quality vs cost, quality vs tokens), shift-invariant, living in the `nasde-benchmark-runner` skill, not the toolkit. The raw signals (`token_usage`, `cost_usd`, `pricing_as_of`, score) stay and are the source of truth. Economics are **per-trial** (one agent run) → they live on `AssessmentSummary`, not `EvaluatorGroupSummary`. `model_name` and `reasoning_effort` are stamped on the summary because cross-model analysis groups by `(agent_name, model_name, reasoning_effort)` (agent_name = variant name, does not distinguish models; a different effort is a different configuration, never averaged together — mirrors how a changed `dimensions_fingerprint` is a different benchmark). The `reasoning_effort` stamp is read back from the per-trial Harbor `config.json` (`config.agent.kwargs.reasoning_effort`); when no override was set the stamp is `""` (only explicit overrides are recorded — Codex's implicit `high` default is NOT fabricated, and an unset effort is a valid "family default" state). Pricing is loaded via `pricing.py::load_pricing_layered(project_dir)` (ADR-013), which merges three layers per-model (whole-entry, higher wins): `/pricing.toml` > `~/.nasde/pricing.toml` > bundled `pricing.toml`. **Convention, not config** — a file literally named `pricing.toml` (mirrors `assessment_dimensions.json`); no `[pricing]` key. User layer is a HOME dotfolder (`~/.nasde/`, like `~/.Codex`/`~/.codex`/`~/.gemini`), deliberately NOT `platformdirs` (that maps to `~/Library/Application Support` on macOS = app-state, not user-editable config; `platformdirs` stays for cache in `update_check.py`). Both write paths thread `project_dir` so run (`assessment_summary.json`) and export (`metrics.json`) agree on cost — the ADR-011 single-extractor invariant. The merged catalog is NOT cached (depends on `project_dir` + on-disk contents); bundled `_load_bundled_pricing` keeps its `lru_cache`, `load_pricing(path)` is unchanged. An applied override prints a dim transparency line. **Layer provenance is exposed** (ADR-013): `pricing.py::resolve_pricing_layers(project_dir)` returns the ordered `PricingLayer` stack and `effective_pricing_with_source(project_dir)` returns `{model: (price, layer_name)}`. Surfaced three ways — `nasde pricing show [--show-source]` (sub-app, room for future `pricing validate`/`path`), a "Pricing used" table at the end of `nasde run` (only models in the run), and a `pricing_used.json` written by `results-export` (effective rate + layer per priced model, self-contained audit). The Rich table renderer is shared in `pricing_report.py::render_pricing_table` (used by `pricing show` + run summary). Each model stamped with `as_of` + `source`; `cached_input_per_1m` and `cache_write_per_1m` are live inputs to the cost formula (ADR-014). An **unpriced model** → `cost_usd` = `null` + a warning (token metrics still computed); a **missing/legacy trajectory** → all economics `null`. Never crashes the run. `nasde run` prints a per-`(agent, model, effort)` cost table (trials, score, tokens, $cost) plus the job path and an export hint (`runner.py::_print_job_summary`, called after assessment so the summaries exist); raw cost/token columns carry an inter-trial `±std` when the group has ≥2 trials (n=1 → bare value). Backfilling existing exports whose source jobs are gone is a **one-shot ad-hoc script** (reads the export's own flat `trajectory.json`) — deliberately NOT a CLI command. +- See `docs/adr/` for detailed decision records. + +## CLI reference + +``` +nasde run [OPTIONS] # Run benchmark (Harbor trial + assessment eval) + --variant TEXT # Variant name (default: from nasde.toml) + --tasks TEXT # Comma-separated task names (default: all) + --model TEXT # Model override + --effort TEXT # Reasoning-effort override (> variant.toml reasoning_effort > Harbor family default) + --timeout INT # Agent timeout override (default: task.toml [agent] timeout_sec) + --with-opik # Enable Opik tracing + --without-eval # Skip assessment evaluation + --eval-repetitions INT # Judge evaluations per trial (default: nasde.toml [evaluation], fallback 3) + --job-suffix TEXT # Custom suffix for job directory (default: random 6-char hex) + --harbor-env TEXT # Harbor execution environment (docker, daytona, modal, e2b, runloop, gke) + -C, --project-dir PATH # Path to benchmark project + +nasde eval JOB_DIR [OPTIONS] # Re-run assessment on existing job + --with-opik # Upload scores to Opik + --eval-repetitions INT # Judge evaluations per trial (default: nasde.toml [evaluation], fallback 3) + -C, --project-dir PATH + +nasde results-export PATHS... [OPTIONS] # [EXPERIMENTAL] Export trial artifact essence to a plain dir + -t, --to PATH # Destination dir (iCloud/Dropbox/git repo/any path) — required + -C, --project-dir PATH # PATHS may mix job and trial dirs (type auto-detected) + +nasde calibrate publish PATHS... [OPTIONS] # Publish trial diffs + assessments as PRs/MRs for review + --repo TEXT # Sink repo URL or owner/repo slug (default: [calibration] repo) + --throttle FLOAT # Seconds between PR-creating calls (default: [calibration] throttle_sec) + -C, --project-dir PATH +nasde calibrate pull-comments PATHS... [OPTIONS] # Fetch human review comments from each trial's PR/MR + --repo TEXT # Sink repo URL or owner/repo slug (default: [calibration] repo) + --json # Machine-readable output for the calibration orchestrator agent + -C, --project-dir PATH + +nasde pricing show [OPTIONS] # Print the effective merged price catalog (ADR-013) + --show-source # Add a Layer column (project/user/bundled) — debug + -C, --project-dir PATH + +nasde init [PROJECT_DIR] # Scaffold new benchmark project + -n, --name TEXT + +nasde install-skills [OPTIONS] # Copy bundled Codex authoring skills to a skills dir + --scope user|project # Default user: ~/.Codex/skills; project: ./.Codex/skills + --target-dir PATH # Custom skills directory (overrides --scope) + -f, --force # Overwrite existing skill directories + +nasde harbor ... # Harbor CLI pass-through (view, jobs, trials, etc.) +nasde opik ... # Opik CLI pass-through (configure, usage-report, etc.) +``` + +## Benchmark project structure + +A benchmark project managed by `nasde` has this layout: + +``` +my-benchmark/ + nasde.toml # Project config (name, defaults, docker, evaluation, reporting) + assessment_dimensions.json # Scoring dimensions (benchmark-wide, each with independent max_score) + pricing.toml # Optional: per-project model price overrides (project > ~/.nasde > bundled, ADR-013) + tasks/ + / + task.toml # Task config: Harbor sections + [nasde.source] for auto-Dockerfile + instruction.md # Agent-facing task description + assessment_criteria.md # Per-task rubric for LLM-as-a-Judge + environment/Dockerfile # Docker container setup + tests/test.sh # Harbor verifier (writes 0/1 to /logs/verifier/reward.txt) + solution/solve.sh # Optional reference solution + variants/ + / + variant.toml # Required: agent type + model (e.g. agent = "Codex", model = "Codex-sonnet-4-6") + AGENTS.md # Codex instructions (injected into /app/AGENTS.md) + AGENTS.md # Codex instructions (injected into /app/AGENTS.md) + GEMINI.md # Gemini CLI instructions (injected into /app/GEMINI.md) + skills/ # Optional: Codex skill snapshots (injected into /app/.Codex/skills/) + / + SKILL.md # Skill content (snapshot for deterministic testing) + agents_skills/ # Optional: Codex skill snapshots (native skill-injection → $HOME/.agents/skills/) + / + SKILL.md # Skill content with YAML frontmatter (name + description) + gemini_skills/ # Optional: Gemini skill snapshots (native skill-injection → ~/.gemini/skills/) + / + SKILL.md # Skill content with YAML frontmatter (name + description) + harbor_config.json # Optional: agent import path + sandbox_files mapping + claude_config.json # Optional: MCP server configuration + evaluator_skills/ # Optional: skills for the evaluator agent + / + SKILL.md + evaluator_mcp.json # Optional: MCP server config for the evaluator agent + jobs/ # Trial output (gitignored) +``` + +## Key file formats + +### nasde.toml + +```toml +[project] +name = "my-benchmark" +version = "1.0.0" + +[defaults] +variant = "vanilla" +# harbor_env = "daytona" # Optional: cloud sandbox provider (default: docker) + +[docker] +base_image = "ubuntu:22.04" +build_commands = [] + +[evaluation] +backend = "Codex" # "Codex" (default) | "codex" +model = "Codex-opus-4-7" +dimensions_file = "assessment_dimensions.json" +# max_turns = 60 # Max evaluator conversation turns (default 60) +# allowed_tools = ["Read", "Glob", "Grep"] # Override default tool whitelist +# mcp_config = "./evaluator_mcp.json" # MCP server config for evaluator +# skills_dir = "./evaluator_skills" # Skills directory for evaluator +# append_system_prompt = "" # Extra system prompt for evaluator +# include_trajectory = false # Include ATIF trajectory in evaluation (default: false) + +[reporting] +platform = "opik" +project_name = "my-benchmark" +``` + +### assessment_dimensions.json + +```json +{ + "dimensions": [ + { + "name": "snake_case_name", + "title": "Human-Readable Title", + "max_score": 10, + "description": "What this dimension measures (max_score can be any positive integer — pick what fits the granularity)" + } + ] +} +``` + +Dimensions are benchmark-specific. Each dimension declares its own `max_score` (any positive integer) — there is no requirement that scores sum to a particular total or that you use a particular dimension count. Pick the scale per dimension that matches the granularity you can actually distinguish; `normalized_score` is computed from the actual sum of `max_score` values. See [ADR-008](docs/adr/008-independent-dimension-scales.md). + +### task.toml + +Single task config file, shared with Harbor. Harbor reads its standard sections (`[task]`, `[agent]`, `[environment]`, `[verifier]`, `[metadata]`) directly. nasde-specific fields live under `[nasde.*]` and are ignored by Harbor. + +```toml +version = "1.0" + +[task] +name = "my-benchmark/task-name" # Harbor requires org/name format; optional but recommended. +description = "Brief description" + +[agent] +timeout_sec = 1800 # Per-task agent timeout (primary source — overridden only by --timeout flag). + +[environment] +memory_mb = 4096 # Container memory limit (default: 2048). Codex needs 4096+. + +[verifier] +timeout_sec = 300 # Per-task verifier timeout (runs tests/test.sh). + +[nasde.source] # Only needed when task has no environment/Dockerfile (auto-generation). +git = "https://github.com/org/repo.git" +ref = "main" + +[nasde.plugin] # Optional (ADR-009). Ship a local Codex plugin into the sandbox. +path = "../../../src/plugins/my-plugin" # dir with .Codex-plugin/plugin.json (required) +ref = "abc1234" # optional git ref, same semantics as [nasde.source] +install_root = "/opt/my-plugin" # optional, default /opt/ +build = "bun install --frozen-lockfile" # optional, run at image-build time +[nasde.plugin.env] # optional, exported in the generated MCP wrapper +CLAUDE_PLUGIN_DATA = "/opt/my-plugin-data" +``` + +`[nasde.plugin]` is parsed into `config.PluginConfig` and consumed by +`docker.ensure_task_plugin()` + `plugin_registration.py`. The MCP server and +plugin skills are auto-registered — do NOT also hand-write +`[environment.mcp_servers]` for the plugin or copy its skills into a variant. +nasde writes the generated `[[environment.mcp_servers]]` into `task.toml` +between sentinel comments (fenced/idempotent); an author-declared server of +the same name is respected and left untouched. + +**Required files per task directory** (Harbor conventions): +- `instruction.md` — agent-facing task description (required by Harbor) +- `tests/test.sh` — verifier script (required; writes 0/1 to `/logs/verifier/reward.txt`) +- `environment/Dockerfile` — OR `[nasde.source]` to auto-generate one +- `solution/solve.sh` — optional reference solution +- `assessment_criteria.md` — per-task LLM-as-a-Judge rubric + +**Auto-generated environment:** If `environment/Dockerfile` is absent, nasde auto-generates one from `[nasde.source]` + `[docker]` config in `nasde.toml`. For local repos (paths not starting with `http`/`https`/`git`/`file`), the generated Dockerfile uses `COPY . /app` instead of `git clone`, and a `docker-compose.yaml` is also generated to set the Docker build context to the repo root. + +**Timeout priority**: `--timeout` CLI flag > `task.toml [agent] timeout_sec` > Harbor default (1800s). Timeouts are per-task — there is no project-wide default in `nasde.toml`. + +### variant.toml (required per variant) + +Declares the agent type and the model the variant runs against. Every variant MUST specify both — there is no project-level model default (different agent families need different models). + +```toml +agent = "Codex" # "Codex" | "codex" | "gemini" +model = "Codex-sonnet-4-6" # REQUIRED. Model appropriate for the agent family. +reasoning_effort = "high" # Optional. Passed straight to the agent (no local validation, see below). + +tasks = ["my-benchmark/task-a"] # Optional: task-scope. Restrict this variant to specific tasks. + +[[skill]] # Optional (ADR-009): skill-by-reference. Works for any agent. +path = "../../../src/plugins/my-plugin/skills/my-skill" # source skill dir (required) +ref = "abc1234" # optional git ref, same semantics as [nasde.source] +``` + +**Model priority**: `--model` CLI flag > `variant.toml [model]`. Missing model in both places → SystemExit with a clear error. + +**`reasoning_effort` (optional)**: controls how hard the model thinks. Priority: `--effort` CLI flag > `variant.toml reasoning_effort` > unset (unset → not passed → Harbor's per-family default; defaults are UNEQUAL across families). Threaded to Harbor via the agent's `reasoning_effort` kwarg, which Harbor turns into the right CLI flag (Codex `--effort`, Codex `-c model_reasoning_effort=`, Gemini ctor arg). **No local validation**: `_resolve_effort` only resolves priority + emptiness, then passes the value straight through. Each layer validates and rejects an unknown level itself — verified empirically: Codex/Gemini via Harbor's CliFlag `choices` (a `ValueError` at agent construction; Gemini also has per-model rules — `minimal` is Flash-only, 2.5 models reject effort entirely), Codex via its own CLI (`Error loading config.toml: unknown variant ...` at startup). A hardcoded per-family allow-list was deliberately removed — effort scales change too often and a stale list wrongly blocks a newly-valid level (it had `codex: low/medium/high`, but Codex actually accepts `none`/`minimal`/`low`/`medium`/`high`/`xhigh`). Typical levels for reference (not enforced): Codex `low`/`medium`/`high`/`xhigh`/`max`, Codex `none`/`minimal`/`low`/`medium`/`high`/`xhigh`, Gemini `minimal`/`low`/`medium`/`high`. + +The effort is stamped onto each trial's `assessment_summary.json` / `metrics.json` (read back from `config.json` `config.agent.kwargs.reasoning_effort`; `""` when no override was set — only explicit overrides are recorded) and the run-summary economics group by `(agent_name, model_name, reasoning_effort)`. + +**`tasks` (variant task-scope)**: optional list of task names this variant is +meant to run against. Use it for a *repo-specific* variant — e.g. a skill whose +examples reference one repo's conventions — so it never runs against the wrong +codebase. The scope is enforced in **both** run modes: with `--all-variants` a +scoped variant runs only against its declared tasks (others are skipped with a +SKIPPED status); with a single `--variant`, if none of the requested tasks fall in +the variant's scope the run aborts with a clear error. Either way the scope wins +over an explicit `--tasks` filter. Absent or empty → unscoped (runs against every +task, the default). + +**`[[skill]]` (skill-by-reference)**: each entry references the **whole** skill +dir (incl. `references/`) from a source path — no copy under +`variants//skills/`. Optional `ref` reads from a temp git worktree at that +commit. **Routing is agent-aware** (ADR-012): for **Codex** the dir is staged +into `/app/.Codex/skills//` via `plugin_registration.stage_skill_dir` +(same machinery as `[nasde.plugin]`); for **Codex/Gemini** the dir is resolved +by `collect_referenced_skill_dirs` and routed through Harbor's native +`config.agent.skills` (→ `$HOME/.agents/skills`, `~/.gemini/skills`), because +those CLIs never scan the `/app` cwd. The legacy `variants//skills//` +copy path still works (and carries `references/`). + +### harbor_config.json (per variant) + +Codex variant: +```json +{ + "agents": [ + { + "import_path": "nasde_toolkit.agents.configurable_claude:ConfigurableClaude", + "name": "variant-name", + "kwargs": { + "sandbox_files": { + "/app/AGENTS.md": "/absolute/path/to/variants/variant-name/AGENTS.md", + "/app/.Codex/skills/my-skill/SKILL.md": "/absolute/path/to/variants/variant-name/skills/my-skill/SKILL.md" + } + } + } + ] +} +``` + +Codex variant: +```json +{ + "agents": [ + { + "import_path": "nasde_toolkit.agents.configurable_codex:ConfigurableCodex", + "name": "variant-name", + "model_name": "gpt-5.3-codex", + "kwargs": { + "sandbox_files": { + "/app/AGENTS.md": "/absolute/path/to/variants/variant-name/AGENTS.md" + }, + "reasoning_effort": "high" + } + } + ] +} +``` + +Gemini CLI variant: +```json +{ + "agents": [ + { + "import_path": "nasde_toolkit.agents.configurable_gemini:ConfigurableGemini", + "name": "variant-name", + "model_name": "google/gemini-3-flash-preview", + "kwargs": { + "sandbox_files": { + "/app/GEMINI.md": "/absolute/path/to/variants/variant-name/GEMINI.md" + } + } + } + ] +} +``` + +Critical: `"name"` field is REQUIRED — without it, Opik tagging breaks. +If `harbor_config.json` is absent, `nasde` auto-generates one based on `variant.toml` agent type (`AGENTS.md` → Codex, `AGENTS.md` → Codex, `GEMINI.md` → Gemini). + +### tests/test.sh (Harbor verifier) + +Every failure path must `echo 0 > /logs/verifier/reward.txt && exit 1`. +Final success must `echo 1 > /logs/verifier/reward.txt && exit 0`. + +## Known issues and workarounds + +- **opik 2.x (and 1.10.x)**: token usage=None for Harbor spans — runtime monkeypatch in `runner.py` (`_patch_opik_deferred_metrics`). Defers Step span creation to `__setattr__` because Harbor assigns metrics after `Step.__init__`. See ADR-006. Remove when opik fixes upstream. +- **Nested Codex sessions**: `Codex` CLI detects `Codex` env var. Runner unsets it before assessment eval. +- **Opik REST API auth**: use `authorization: ` header (not `Comet-Api-Key`), plus `Comet-Workspace` header. +- **Opik verification**: always use Python `urllib.request`, not curl (curl drops the `Comet-Workspace` header). diff --git a/ARCHITECTURE.md b/ARCHITECTURE.md index 1a250632..0effcf32 100644 --- a/ARCHITECTURE.md +++ b/ARCHITECTURE.md @@ -243,7 +243,7 @@ When `mcp_config` is set, its path is passed through to the backend CLI (`--mcp- ### Token & cost economics ([ADR-011](docs/adr/011-token-cost-metrics.md)) -Independently of the LLM judge, each trial's **token usage and cost** are read from the agent's `agent/trajectory.json` `final_metrics` (which Harbor writes for both Claude and Codex). A single extractor (`token_metrics.py`) computes `input = total_prompt_tokens` (full, cache included), `output = total_completion_tokens + reasoning_output_tokens`, and a USD cost at the **full catalog rate with no cache discount** ("as if every run were the first" — deterministic, order-independent). It derives `token_efficiency` (score per 1M tokens) and `cost_efficiency` (score per USD), using the dominant evaluator cluster's `normalized_score_mean`. The same extractor feeds both the run path (`evaluator.py` → `assessment_summary.json`) and the export path (`results_exporter.py` → `metrics.json`), so they cannot diverge. Prices come from a bundled, versioned `pricing.toml`; an unpriced model leaves cost null (token metrics still computed). `nasde run` prints a per-`(agent, model)` cost table after assessment completes. +Independently of the LLM judge, each trial's **token usage and cost** are read from the agent's `agent/trajectory.json` `final_metrics` (which Harbor writes for both Claude and Codex). A single extractor (`token_metrics.py`) computes `input = total_prompt_tokens` (full, cache included), `output = total_completion_tokens + reasoning_output_tokens`, the cache read/write volumes, and a **cache-aware USD cost** (ADR-014): fresh input at the full rate, cache writes at the cache-write rate, cache reads at the cached rate — what the API would bill for the run. The raw volumes stay in `token_usage`, so the cache-free ceiling is derivable offline; the scalar efficiency ratios were removed (ADR-011) — models are compared as a quality-vs-cost Pareto front. The same extractor feeds both the run path (`evaluator.py` → `assessment_summary.json`) and the export path (`results_exporter.py` → `metrics.json`), so they cannot diverge. Prices come from a bundled, versioned `pricing.toml`; an unpriced model leaves cost null (token metrics still computed). `nasde run` prints a per-`(agent, model)` cost table after assessment completes. --- diff --git a/CHANGELOG.md b/CHANGELOG.md index 1962b34b..62fd2977 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -10,6 +10,18 @@ See [docs/RELEASING.md](docs/RELEASING.md) for the release procedure. ## [Unreleased] ### Changed +- **Cost is now cache-aware ([ADR-014](docs/adr/014-cache-aware-cost.md)) — supersedes ADR-011's + "as if every run were the first" formula.** `cost_usd` bills fresh input at the + full rate, cache writes at the new per-model `cache_write_per_1m` (Anthropic + 1-hour mode: 2× input), cache reads at `cached_input_per_1m` (0.1×), and output + at the output rate — matching what the API would bill (verified against Harbor's + per-step accounting to the cent on 20 of 24 grid trials). Rationale: measured + cache read ratios are a stable 93–98% of input across a full 24-trial grid, and + the old full-rate figure sat ~4.4× above a real bill. `token_usage` gains + `cache_write_tokens`; the cache-free ceiling is no longer stored (derivable as + `input × input_rate + output × output_rate`). A model entry missing cache rates + bills those volumes at the full input rate — conservative, never a silent + discount. Historical exports need a one-shot economics backfill to reprice. - **Harbor bumped from 0.13 to 0.19** (`harbor[daytona,modal,e2b,runloop,gke]>=0.19,<0.20`). The Python-API surface nasde drives (`JobConfig.model_validate`, `Job.create`, `job.run()`, `AgentConfig` `import_path`/`kwargs`/`skills`/`mcp_servers`/`env`) diff --git a/CLAUDE.md b/CLAUDE.md index 3b706088..29c1ff4a 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -102,7 +102,7 @@ See [ARCHITECTURE.md](ARCHITECTURE.md) for the full system architecture with dia - **Pass-through CLI**: `nasde harbor ...` delegates to Harbor's Typer app via `add_typer()`. `nasde opik ...` forwards args to Opik's Click CLI via `ctx.args`. - **Rubric calibration (ADR-010)**: `nasde calibrate publish PATHS...` / `pull-comments` close the loop between the LLM-as-a-Judge and a human reviewer by publishing trial diffs + assessments as PRs/MRs and pulling review comments back for rubric tuning. Two layers, deliberately separated: **GIT** (`git_platform_backends/git_ops.py` — `git push`/`ls-remote`, platform-agnostic, subprocess pattern from `docker.py`, not behind a Protocol) and **PLATFORM** (`git_platform_backends/` behind a `@runtime_checkable GitPlatformBackend` Protocol — `repo_exists`/`find_open_pr_for_branch`/`create_pr`/`fetch_pr_comments`/`validate_cli_installed`/`validate_auth`, mirroring `evaluator_backends/`). The base is keyed on `(repo, commit)` as an **orphan branch** `base/-` seeded once via `git archive HEAD` from the trial workspace (git deduplicates blobs by content across orphan bases — no shared ancestor needed); each trial is a feature branch `calib/-/` = base + the agent's `changes.patch` applied as a real commit + `.calibration/` files (no trajectory — secrets/clutter). `.calibration/` carries the reviewer's context: the task's `instruction.md` + `assessment_criteria.md` + `assessment_dimensions.json` (resolved from `result.json` `task_name`/`source`, trying both `tasks/` and `evals//tasks/` layouts), all `assessment_eval_.json`, `assessment_summary.json`, and `metrics.json`. Idempotency is **open-only**: `find_open_pr_for_branch` matches only OPEN PRs/MRs (`gh pr list --state open`, `glab mr list` default), so a re-run skips a live round but lets a fresh round publish once the prior one is closed. The PR body is a pure transform of the dominant `AssessmentSummary` cluster (`calibration_publisher._render_pr_body`). Backend is **auto-detected from the sink repo URL host** (`github.com`→`gh`, `*gitlab*`→`glab`; `[calibration] platform` overrides for self-hosted) — no `backend` config field, eliminating the backend≠host mismatch. Preflight before any work: detect → `validate_cli_installed` (`shutil.which`, precise per-platform message) → `validate_auth` (`gh|glab auth status` exit code) → `repo_exists` (parses OUTPUT — `gh repo view` exits 0 even for a missing repo). Repo creation is out of scope (push creates branches ad-hoc in an existing repo). Reuses `_expand_to_trials`/`_capture_patch`/`_build_metrics` from `results_exporter.py` and `_aggregate_evaluations`/`_load_raw_evaluations`/`AssessmentSummary` from `evaluator.py`. Prerequisites mirror the evaluator's CLI requirement (ADR-002): `git` + `gh`/`glab` + login, no SDK, CLI keyring holds auth. The `nasde-benchmark-calibration` skill orchestrates the human-in-the-loop flow. - **Results export (EXPERIMENTAL)**: `results_exporter.py` + `nasde results-export PATHS... --to DIR` copy the analytic *essence* of trial artifacts out of the gitignored `jobs/` tree into a flat per-trial layout (`DIR/__/` with `metrics.json`, `assessment_eval_*.json` (all repetitions), `assessment_summary.json`, `trajectory.json`, `changes.patch`, `verifier_stdout.txt`, `reward.txt`). Re-export **merges**: missing eval files are copied and the summary/metrics refreshed, while immutable files (trajectory, patch) are left as-is — so evaluations added after a first export are picked up. A legacy bare `assessment_eval.json` (pre-migration trial) is exported as `assessment_eval_1.json` with a `nasde migrate-evals` hint, so the export is never silently empty. Filesystem-as-interface: `DIR` is any plain path (iCloud/Dropbox/git repo) — no cloud SDK. It scans Harbor artifacts (`result.json`/`config.json`/`assessment_eval*.json`/`agent/trajectory.json`/workspace), **not** the best-effort `EXPERIMENT_LOG.md`. `metrics.json` is a self-contained summary composed from `result.json`+`config.json`+`agent/trajectory.json` — including **token & cost economics** (`token_usage`, `cost_usd`, `pricing_as_of`, `reasoning_effort`); see the token-cost note below and [ADR-011](docs/adr/011-token-cost-metrics.md). The code diff is captured as a patch (`git diff HEAD` + untracked via `git ls-files -z` + `git diff --no-index`, never `git add` — the workspace `.git` index is left untouched; `-z`/NUL parsing means non-ASCII untracked filenames are not dropped under `core.quotepath`). Selection is a mixed positional list of job and/or trial dirs (auto-classified: a dir whose children have `result.json` is a job; else a dir whose own `result.json` carries a `trial_name` key is a trial; a dir with a job-level `result.json` but no trial-shaped children/`trial_name` is skipped with a warning rather than mis-exported as garbage); re-export is idempotent and merge-based (a trial is reported `exported` only when something new was copied, else `skipped`). Reuses `_collect_trial_dirs`/`_load_json`/`_compute_duration_sec`/`_resolve_agent_name` from `evaluator.py`. Deliberately does **not** model "experiments" (one job can belong to many — a future UI layer's concern). -- **Token & cost metrics (ADR-011)**: every trial gets **token usage + USD cost** computed from the agent's `agent/trajectory.json` `final_metrics` and a versioned price catalog. `token_metrics.py` is the **single extractor** feeding both write paths: `evaluator.py` writes them onto `assessment_summary.json` (run) and `results_exporter.py` onto `metrics.json` (export). Definitions: `input = total_prompt_tokens` (full, cache included), `output = total_completion_tokens + extra.reasoning_output_tokens` (Codex reasoning folded into output), `total = input + output`. **Cost is "as if every run were the first"** — full prompt volume at full input rate, **no cache discount** — so it is deterministic and independent of run order / cache TTL (the prompt-token count is fixed for a task; the cache hit rate is not). **The scalar `token_efficiency`/`cost_efficiency` ratios were REMOVED** — `normalized_score / denominator` has an arbitrary zero (score 0 = empty rubric, unreachable), so the ranking is not invariant to a baseline shift; model comparison is now a **Pareto front** (quality vs cost, quality vs tokens), shift-invariant, living in the `nasde-benchmark-runner` skill, not the toolkit. The raw signals (`token_usage`, `cost_usd`, `pricing_as_of`, score) stay and are the source of truth. Economics are **per-trial** (one agent run) → they live on `AssessmentSummary`, not `EvaluatorGroupSummary`. `model_name` and `reasoning_effort` are stamped on the summary because cross-model analysis groups by `(agent_name, model_name, reasoning_effort)` (agent_name = variant name, does not distinguish models; a different effort is a different configuration, never averaged together — mirrors how a changed `dimensions_fingerprint` is a different benchmark). The `reasoning_effort` stamp is read back from the per-trial Harbor `config.json` (`config.agent.kwargs.reasoning_effort`); when no override was set the stamp is `""` (only explicit overrides are recorded — Codex's implicit `high` default is NOT fabricated, and an unset effort is a valid "family default" state). Pricing is loaded via `pricing.py::load_pricing_layered(project_dir)` (ADR-013), which merges three layers per-model (whole-entry, higher wins): `/pricing.toml` > `~/.nasde/pricing.toml` > bundled `pricing.toml`. **Convention, not config** — a file literally named `pricing.toml` (mirrors `assessment_dimensions.json`); no `[pricing]` key. User layer is a HOME dotfolder (`~/.nasde/`, like `~/.claude`/`~/.codex`/`~/.gemini`), deliberately NOT `platformdirs` (that maps to `~/Library/Application Support` on macOS = app-state, not user-editable config; `platformdirs` stays for cache in `update_check.py`). Both write paths thread `project_dir` so run (`assessment_summary.json`) and export (`metrics.json`) agree on cost — the ADR-011 single-extractor invariant. The merged catalog is NOT cached (depends on `project_dir` + on-disk contents); bundled `_load_bundled_pricing` keeps its `lru_cache`, `load_pricing(path)` is unchanged. An applied override prints a dim transparency line. **Layer provenance is exposed** (ADR-013): `pricing.py::resolve_pricing_layers(project_dir)` returns the ordered `PricingLayer` stack and `effective_pricing_with_source(project_dir)` returns `{model: (price, layer_name)}`. Surfaced three ways — `nasde pricing show [--show-source]` (sub-app, room for future `pricing validate`/`path`), a "Pricing used" table at the end of `nasde run` (only models in the run), and a `pricing_used.json` written by `results-export` (effective rate + layer per priced model, self-contained audit). The Rich table renderer is shared in `pricing_report.py::render_pricing_table` (used by `pricing show` + run summary). Each model stamped with `as_of` + `source`; `cached_input_per_1m` is recorded for reference but **not** used in the cost formula. An **unpriced model** → `cost_usd` = `null` + a warning (token metrics still computed); a **missing/legacy trajectory** → all economics `null`. Never crashes the run. `nasde run` prints a per-`(agent, model, effort)` cost table (trials, score, tokens, $cost) plus the job path and an export hint (`runner.py::_print_job_summary`, called after assessment so the summaries exist); raw cost/token columns carry an inter-trial `±std` when the group has ≥2 trials (n=1 → bare value). Backfilling existing exports whose source jobs are gone is a **one-shot ad-hoc script** (reads the export's own flat `trajectory.json`) — deliberately NOT a CLI command. +- **Token & cost metrics (ADR-011; cost formula superseded by ADR-014 — cache-aware)**: every trial gets **token usage + USD cost** computed from the agent's `agent/trajectory.json` `final_metrics` and a versioned price catalog. `token_metrics.py` is the **single extractor** feeding both write paths: `evaluator.py` writes them onto `assessment_summary.json` (run) and `results_exporter.py` onto `metrics.json` (export). Definitions: `input = total_prompt_tokens` (full, cache included), `output = total_completion_tokens + extra.reasoning_output_tokens` (Codex reasoning folded into output), `total = input + output`. **Cost is CACHE-AWARE (ADR-014)**: fresh input at the full rate + cache writes at `cache_write_per_1m` (Anthropic 1h mode, 2x) + cache reads at `cached_input_per_1m` (0.1x) + output at the output rate — what the API would bill for the run; matches Harbor's own per-step accounting. `token_usage` records `cached_tokens` (reads) and `cache_write_tokens`, so the cache-free ceiling stays derivable offline (`input*rate + output*rate`) and is NOT stored. A missing cache rate falls back to the full input rate (conservative, never a silent discount). **The scalar `token_efficiency`/`cost_efficiency` ratios were REMOVED** — `normalized_score / denominator` has an arbitrary zero (score 0 = empty rubric, unreachable), so the ranking is not invariant to a baseline shift; model comparison is now a **Pareto front** (quality vs cost, quality vs tokens), shift-invariant, living in the `nasde-benchmark-runner` skill, not the toolkit. The raw signals (`token_usage`, `cost_usd`, `pricing_as_of`, score) stay and are the source of truth. Economics are **per-trial** (one agent run) → they live on `AssessmentSummary`, not `EvaluatorGroupSummary`. `model_name` and `reasoning_effort` are stamped on the summary because cross-model analysis groups by `(agent_name, model_name, reasoning_effort)` (agent_name = variant name, does not distinguish models; a different effort is a different configuration, never averaged together — mirrors how a changed `dimensions_fingerprint` is a different benchmark). The `reasoning_effort` stamp is read back from the per-trial Harbor `config.json` (`config.agent.kwargs.reasoning_effort`); when no override was set the stamp is `""` (only explicit overrides are recorded — Codex's implicit `high` default is NOT fabricated, and an unset effort is a valid "family default" state). Pricing is loaded via `pricing.py::load_pricing_layered(project_dir)` (ADR-013), which merges three layers per-model (whole-entry, higher wins): `/pricing.toml` > `~/.nasde/pricing.toml` > bundled `pricing.toml`. **Convention, not config** — a file literally named `pricing.toml` (mirrors `assessment_dimensions.json`); no `[pricing]` key. User layer is a HOME dotfolder (`~/.nasde/`, like `~/.claude`/`~/.codex`/`~/.gemini`), deliberately NOT `platformdirs` (that maps to `~/Library/Application Support` on macOS = app-state, not user-editable config; `platformdirs` stays for cache in `update_check.py`). Both write paths thread `project_dir` so run (`assessment_summary.json`) and export (`metrics.json`) agree on cost — the ADR-011 single-extractor invariant. The merged catalog is NOT cached (depends on `project_dir` + on-disk contents); bundled `_load_bundled_pricing` keeps its `lru_cache`, `load_pricing(path)` is unchanged. An applied override prints a dim transparency line. **Layer provenance is exposed** (ADR-013): `pricing.py::resolve_pricing_layers(project_dir)` returns the ordered `PricingLayer` stack and `effective_pricing_with_source(project_dir)` returns `{model: (price, layer_name)}`. Surfaced three ways — `nasde pricing show [--show-source]` (sub-app, room for future `pricing validate`/`path`), a "Pricing used" table at the end of `nasde run` (only models in the run), and a `pricing_used.json` written by `results-export` (effective rate + layer per priced model, self-contained audit). The Rich table renderer is shared in `pricing_report.py::render_pricing_table` (used by `pricing show` + run summary). Each model stamped with `as_of` + `source`; `cached_input_per_1m` and `cache_write_per_1m` are live inputs to the cost formula (ADR-014). An **unpriced model** → `cost_usd` = `null` + a warning (token metrics still computed); a **missing/legacy trajectory** → all economics `null`. Never crashes the run. `nasde run` prints a per-`(agent, model, effort)` cost table (trials, score, tokens, $cost) plus the job path and an export hint (`runner.py::_print_job_summary`, called after assessment so the summaries exist); raw cost/token columns carry an inter-trial `±std` when the group has ≥2 trials (n=1 → bare value). Backfilling existing exports whose source jobs are gone is a **one-shot ad-hoc script** (reads the export's own flat `trajectory.json`) — deliberately NOT a CLI command. - See `docs/adr/` for detailed decision records. ## CLI reference diff --git a/src/nasde_toolkit/scaffold/__init__.py b/src/nasde_toolkit/scaffold/__init__.py index 2cde76c8..e205670b 100644 --- a/src/nasde_toolkit/scaffold/__init__.py +++ b/src/nasde_toolkit/scaffold/__init__.py @@ -120,6 +120,8 @@ # [models."claude-sonnet-4-6"] # input_per_1m = 2.5 # output_per_1m = 11.0 +# cached_input_per_1m = 0.25 # optional: cache-read rate; omitted -> reads billed at input_per_1m +# cache_write_per_1m = 5.0 # optional: cache-write rate; omitted -> writes billed at input_per_1m # as_of = "2026-01-01" # optional: when you confirmed this rate # source = "your contract / rate card" # optional: where it came from """ diff --git a/website/src/content/docs/concepts/token-cost.md b/website/src/content/docs/concepts/token-cost.md index 1b83a7d3..088252fa 100644 --- a/website/src/content/docs/concepts/token-cost.md +++ b/website/src/content/docs/concepts/token-cost.md @@ -40,13 +40,22 @@ There are **two separate sources of wobble**, and Nasde keeps them apart on purp Why split them? Because the question you actually care about is: **is the gap between two configs bigger than the wobble, or is it just noise?** Keeping the two sources separate lets you answer that — a 0.02 gap means nothing if each score wobbles by ±0.08. (Formal significance testing is a separate, offline step; Nasde's job here is to surface the spread and sample size that make an average trustworthy in the first place.) -## How the cost is calculated — "as if every run were the first" +## How the cost is calculated — what the API would bill -The dollar figure Nasde reports is **deliberately consistent**: run the same task ten times and you'll get the same cost ten times. That's on purpose, and here's why it matters. +The dollar figure Nasde reports is the **cache-aware price of the run**: each token volume the agent actually consumed, billed at its own catalog rate. -Most providers give a discount for **prompt caching** — if you send the same prompt again soon after, the repeated part is cheaper. That sounds good, but it makes cost *unpredictable for comparison*: the exact same run can cost more or less depending on whether your cache happened to be "warm" (recently used) or "cold". You'd be comparing models on luck, not on how much they actually cost. +Most providers discount **prompt caching** — and in an agentic session that discount is not a lucky accident, it's structural. Every step of the session re-sends the same growing prompt prefix, so the bulk of input tokens are cheap cache reads (on our measured benchmark grids, 93–98% of them). Pricing a run as if no cache existed sounds "safer", but it lands several times above any real invoice — we measured a 4.4× gap on a real 24-run grid. A cost number that far from the bill can't drive a model decision. -So Nasde **ignores the cache discount entirely** and prices every run **as if it were the very first one** — the full prompt billed at the full catalog rate, every time. The model's reasoning tokens (the "thinking" some models do) are counted as output. The result is a cost number that depends only on the model and the task, not on timing — so when you compare two models, you're comparing them fairly. +So Nasde prices each component separately: + +- **fresh input** tokens — the full input rate, +- **cache writes** — the cache-write rate (for Anthropic's 1-hour cache: 2× the input rate), +- **cache reads** — the cached-input rate (typically 0.1×), +- **output** tokens (the model's reasoning/"thinking" included) — the output rate. + +The number is still reproducible: it is computed from the token volumes recorded on that trial, so recomputing always gives the same answer. And if you ever want the cache-free ceiling ("what would this cost with a cold cache every step?"), it's one multiplication away — the raw volumes stay in `token_usage`. See [ADR-014](https://github.com/NoesisVision/nasde-toolkit/blob/main/docs/adr/014-cache-aware-cost.md) for the full decision record. + +A model entry that lacks the cache rates simply bills those volumes at the full input rate — conservative, never a silent discount. ## Where pricing comes from @@ -56,6 +65,8 @@ Rates live in a small, versioned `pricing.toml` bundled with Nasde, each model s [models."your-model-id"] input_per_1m = 3.0 output_per_1m = 15.0 +cached_input_per_1m = 0.30 # cache-read rate; omit → reads billed at input_per_1m +cache_write_per_1m = 6.0 # cache-write rate; omit → writes billed at input_per_1m as_of = "2026-06-08" source = "https://…" ``` From 139be770fe391ca5b8acbd4293a645a528a9cb48 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Thu, 16 Jul 2026 10:07:04 +0200 Subject: [PATCH 55/59] viz: drop run count from cost-quality chart title Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- 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zVX{L{ft%ohtHOqWC9=cQLBro#B02TpOl0)SBaq~9OYRysPiP(+S{D~7Q1E1O83LBd z?YfS?9Z~tpimDL4_C4Iqu zOIpvpV3AZv8S=MGlp)lCi7eC>ufe-MKAs1@kJmHbJauy)gt^Ez_SV}d%I`b`35VNtb(MxBcmZ@U z4~_5})aR0Q?k^~H0T8ETH@olMW~Es`O)ukXEFm9S!+7i-4kMIcuF|UT3pl~Kft24m z^q-&qe6-#5(C}Yl!dMGLfK1wFx1@<0JJ`HKZ9#Y??yilL*Y57Rh=Xeb6LETr)sa$U zL4UldfmcgoF2jqmxWbAz_*iqhZf-tJe_X9>(ZGXIDFRn(WA9Sur`JMM%d2cP|BM{$ zcu!9UxpWaZZ8Ak5v05+xmU$Nrs=R>Z`P|iU$8k0 zki7R3(%|fJBRdZ%i9NYFVfSkT6>QdPhEPhWdw!DRj-219HJV@qkj{h)={ZjW{w)yA zQRVKmp8o`~HLGjqQEAYR;0yhKw88bB{JYTmi~e3i*jzI-jSVfUB2)g@IPiY}7Z_4q diff --git a/examples/ddd-architectural-challenges/cost_quality_plane.py b/examples/ddd-architectural-challenges/cost_quality_plane.py index dda84760..aaace3c9 100644 --- a/examples/ddd-architectural-challenges/cost_quality_plane.py +++ b/examples/ddd-architectural-challenges/cost_quality_plane.py @@ -34,7 +34,7 @@ TEXT = { "pl": { - "title": "Koszt runu a jakość modelu domenowego — ddd-weather-discount, 24 runy kodujące", + "title": "Koszt runu a jakość modelu domenowego — ddd-weather-discount", "xlabel": "koszt runu w USD — stawki API z rozliczeniem prompt cache", "ylabel": "jakość (średnia 4 ewaluacji, rubryka v2.3)", "coder": "model kodujący", @@ -50,7 +50,7 @@ "out": "cost_quality_plane.png", }, "en": { - "title": "Run cost vs domain-model quality — ddd-weather-discount, 24 coding runs", + "title": "Run cost vs domain-model quality — ddd-weather-discount", "xlabel": "run cost in USD — API rates with prompt caching", "ylabel": "quality (mean of 4 evaluations, rubric v2.3)", "coder": "coding model", From 78bfd81fb3740381ff726896c4779cb90fe5a03e Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Fri, 17 Jul 2026 11:27:17 +0200 Subject: [PATCH 56/59] calibration: move session ops artifacts to private nasde-calibration repo The round-2 campaign's working artifacts are not toolkit deliverables: - CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md (session day log / handover) - trial_probe.sh, eval_topup.sh, calibration_round2_*.sh (machine-local drivers) - grid_raw_scores_plot{,_en}.py + raw_scores_grid_{v3,en}.png (chart iterations) They now live in NoesisVision/nasde-calibration (round2-fable-grid-ops/). References repointed to the public methodology record (CALIBRATION_ROUND2_2026-07-07.md). Also drop repo-root AGENTS.md (broken Claude->Codex text substitution; untested). Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../skills/nasde-benchmark-runner/SKILL.md | 20 - AGENTS.md | 414 --------------- CLAUDE.md | 18 +- ...CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 497 ------------------ .../assets/raw_scores_grid_en.png | Bin 104785 -> 0 bytes .../assets/raw_scores_grid_v3.png | Bin 107185 -> 0 bytes .../calibration_round2_eval_one.sh | 20 - .../calibration_round2_fable_subset.sh | 70 --- .../calibration_round2_restore.sh | 41 -- .../calibration_round2_run.sh | 66 --- .../calibration_round2_stop_after_one.sh | 38 -- .../eval_topup.sh | 21 - .../grid_raw_scores_plot.py | 153 ------ .../grid_raw_scores_plot_en.py | 153 ------ .../assessment_criteria.md | 3 +- .../trial_probe.sh | 70 --- 16 files changed, 11 insertions(+), 1573 deletions(-) delete mode 100644 AGENTS.md delete mode 100644 examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md delete mode 100644 examples/ddd-architectural-challenges/assets/raw_scores_grid_en.png delete mode 100644 examples/ddd-architectural-challenges/assets/raw_scores_grid_v3.png delete mode 100755 examples/ddd-architectural-challenges/calibration_round2_eval_one.sh delete mode 100755 examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh delete mode 100755 examples/ddd-architectural-challenges/calibration_round2_restore.sh delete mode 100755 examples/ddd-architectural-challenges/calibration_round2_run.sh delete mode 100755 examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh delete mode 100755 examples/ddd-architectural-challenges/eval_topup.sh delete mode 100644 examples/ddd-architectural-challenges/grid_raw_scores_plot.py delete mode 100644 examples/ddd-architectural-challenges/grid_raw_scores_plot_en.py delete mode 100755 examples/ddd-architectural-challenges/trial_probe.sh diff --git a/.claude/skills/nasde-benchmark-runner/SKILL.md b/.claude/skills/nasde-benchmark-runner/SKILL.md index 1f77ae01..d19b12b9 100644 --- a/.claude/skills/nasde-benchmark-runner/SKILL.md +++ b/.claude/skills/nasde-benchmark-runner/SKILL.md @@ -518,23 +518,3 @@ cat jobs///verifier/test-stdout.txt ``` This shows exactly which step in `test.sh` failed. - - -## Project-local proven drivers (ddd-architectural-challenges) - -For single-trial experiments with a dual-judge pair (the 2026-07 Fable/Opus grid -pattern), prefer the battle-tested scripts in the example root over hand-rolled -command chains: - -- `trial_probe.sh [smoke-grep]` — keychain - token preflight (auto-refresh when <100 min left), canonical-instruction guard, - coding run at xhigh, workspace smoke check, then 2x claude-fable-5 and - 2x claude-opus-4-8 evaluations, and a per-eval results digest. -- `eval_topup.sh ` — add missing evaluations to - an existing job after a window limit or interruption (evaluations accumulate as - assessment_eval_N.json; fingerprint groups keep rubric versions separate). - -Current experiment state and arm results: `CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md` -(HANDOVER section on top). Owner protocol for these experiments: one explicit -authorization per LLM run; export to nasde-results + commit + push after every -iteration. diff --git a/AGENTS.md b/AGENTS.md deleted file mode 100644 index 1f7046ca..00000000 --- a/AGENTS.md +++ /dev/null @@ -1,414 +0,0 @@ -# nasde-toolkit - -AI coding agent evaluation toolkit. CLI entry point: `nasde`. - -## Package structure - -``` -src/nasde_toolkit/ - __init__.py # Re-exports __version__ from _version.py - _version.py # Auto-generated by hatch-vcs from git tags (gitignored) - cli.py # Typer CLI (init, run, eval, install-skills + harbor/opik pass-through) - config.py # nasde.toml + task.toml parsing into dataclasses - runner.py # Harbor Python API — variant resolution, config merging, Job execution - evaluator.py # Post-hoc assessment via pluggable CLI subprocess backends - evaluator_backends/ - __init__.py - protocol.py # EvaluatorBackend Protocol - claude_subprocess.py # `Codex -p` subprocess backend (default) - codex_subprocess.py # `codex exec` subprocess backend - results_exporter.py # `nasde results-export` — copy trial artifact essence to a plain dir - pricing.py / pricing.toml # Versioned model price catalog (ADR-011) — load + compute_cost_usd; layered override via load_pricing_layered + provenance via resolve_pricing_layers/effective_pricing_with_source (ADR-013) - pricing_report.py # Shared Rich table renderer for the effective price catalog (nasde pricing show + run summary, ADR-013) - token_metrics.py # Token usage + cost economics from trajectory final_metrics (ADR-011) - calibration_publisher.py # `nasde calibrate` — publish trial diffs+assessments as PRs/MRs (ADR-010) - calibration_resolve.py # Resolve [calibration] repo → (api slug, push url, platform) - git_platform_backends/ - __init__.py # create_git_backend(url) — URL auto-detect + factory - protocol.py # GitPlatformBackend Protocol + RepoRef/PrRef/ReviewComment - detect.py # detect_platform(url) — github/gitlab from host (+ override) - git_ops.py # GIT layer — orphan base + feature branch push (not behind Protocol) - github_cli.py # GitHubCliBackend (`gh`) - gitlab_cli.py # GitLabCliBackend (`glab`) - docker.py # Docker environment helpers ([nasde.source] + [nasde.plugin] staging) - plugin_registration.py # Shared skill + MCP registration ([nasde.plugin] + variant [[skill]]) - scaffold/ - __init__.py # Project scaffolding templates and file creation - skills_installer.py # `nasde install-skills` — copies bundled authoring skills to ~/.Codex/skills/ - agents/ - __init__.py - configurable_claude.py # Harbor-compatible Codex agent with sandbox file injection - configurable_codex.py # Harbor-compatible Codex agent with sandbox file injection - configurable_gemini.py # Harbor-compatible Gemini CLI agent with sandbox file injection -tests/ -pyproject.toml -``` - -## How to run - -```bash -uv tool install . -nasde --version -``` - -## Testing - -```bash -uv run pytest -``` - -## Development workflow - -**A user-visible change is not done until `CHANGELOG.md` is updated.** When you -finish a feature, fix, dependency bump, CVE pin, or any change a user would -notice, add an entry under `## [Unreleased]` in `CHANGELOG.md` (in the right -Keep-a-Changelog section — Added / Changed / Fixed / Removed / Security) with a -`[#NN]` PR link-reference at the bottom — **as part of that change, not at -release time.** Deferring it lets `[Unreleased]` silently drift behind merged -PRs, so release notes ship incomplete. The full post-change checklist -(quality gates, docs/skills/scaffold consistency, smoke + e2e) lives in the -`nasde-dev` skill; releasing itself is in [docs/RELEASING.md](docs/RELEASING.md) -(move `[Unreleased]` under the new version, then tag → publish). - -## Code style - -1. PEP 8 with type hints on all public functions. -2. `@dataclass` for internal data models (see `config.py`, `evaluator.py`). -3. Rich console for all CLI output — no bare `print()`. -4. Do NOT use comments in method bodies. Use descriptive function and variable names instead. -5. Split large functions into a hierarchy of private helpers with descriptive names. -6. Structure functions: public first (alphabetical), then private helpers ordered by dependency (caller before callee). -7. Snake_case for file and directory names. - -## Architecture - -See [ARCHITECTURE.md](ARCHITECTURE.md) for the full system architecture with diagrams (end-to-end flow, trial lifecycle, cloud sandbox providers, assessment evaluation). Keep it in sync with code changes. - -## Architecture decisions - -- **CLI framework**: Typer with Rich markup mode. The `app` object in `cli.py` is the entry point registered in `pyproject.toml` as `nasde`. -- **Configuration**: Two-layer config — `nasde.toml` for project-level settings, `task.toml` per task (single file, shared with Harbor; nasde-specific fields live under `[nasde.*]`). Both parsed into `@dataclass` models in `config.py`. Task discovery walks `tasks/` (or `.nasde/tasks/`) automatically. -- **Benchmark runner**: Uses Harbor Python API (`Job`, `JobConfig`) directly instead of subprocess. The runner merges variant config with task registry into a dict, passes it to `JobConfig.model_validate()`, then runs `await job.run()`. Opik tracking via `track_harbor()` (monkey-patches Harbor at runtime). -- **Evaluator**: Subprocess-based assessment evaluation with pluggable backends. The evaluator spawns a CLI agent (`Codex -p` or `codex exec`) as a subprocess to read trial artifacts and score them against assessment criteria. Backend selection via `[evaluation] backend` in `nasde.toml` (`"Codex"` default, `"codex"` available). Codex backend uses `--output-format json` (without `--bare` — preserves OAuth/keychain auth for subscription billing and skills auto-discovery). Codex backend uses `--json --quiet --full-auto` for JSONL event streaming. Both backends respect the user's existing CLI authentication (OAuth subscription or API key) — no Agent SDK required, which avoids Anthropic's SDK-billing restrictions on subscription accounts. Configurable via `[evaluation]` in `nasde.toml` — backend, model, tools, MCP servers, skills, system prompt, and trajectory inclusion can all be customized. When `include_trajectory = true`, the evaluator also has access to the agent's ATIF trajectory (`agent/trajectory.json`). Default Codex model is `Codex-opus-4-7`. Skills dir is mounted via temp-dir + `cwd` with `--add-dir ` so Codex's auto-discovery picks them up. **Repeated evaluations (output contract):** the judge is non-deterministic, so each trial is evaluated `eval_repetitions` times (default 3, `[evaluation] eval_repetitions` in `nasde.toml`, override `--eval-repetitions` on `run`/`eval`). The N evaluations of one trial run concurrently via `asyncio.gather` under the shared `--max-concurrent-eval` semaphore; the gather barrier ensures aggregation runs only after all N finish. Each is written **append-only** as `assessment_eval_.json` (never overwritten — the bug being fixed was a single `assessment_eval.json` clobbered on every re-eval). A derived `assessment_summary.json` holds per-cluster mean/std(sample,n-1)/min/max aggregates: averages are computed **only within one `(evaluator_model, dimensions_fingerprint)` cluster**. A different judge model OR a changed `assessment_dimensions.json` rubric (added/removed dimension, changed `max_score`, OR changed `description`) is a different benchmark and is never averaged together — the fingerprint is the first 12 hex chars of the sha256 of the normalized (`sort_keys`) rubric JSON, stamped onto each `assessment_eval_.json` at eval time (legacy files with no fingerprint → `""` cluster). Clustering by fingerprint also makes the per-group `members[0]` dimension/max_score read correct by construction. The largest cluster (tie → newest) is `dominant`. Opik upload uses the **dominant cluster's mean** (plus per-dimension std and `eval_n`), not the last evaluation. Legacy jobs are normalized by `eval_migration.py`, exposed as the **hidden** one-shot command `nasde migrate-evals` (`@app.command(hidden=True)` — invokable, but kept out of `nasde --help` and user docs because it is a migration tool, not a routine command; its tests stay to guard the logic). It takes a `jobs/` root (recurses) or a single trial dir, not a single job dir. -- **Variant system**: Each variant is a directory under `variants/` with a required `variant.toml` declaring the agent type (`agent = "Codex"`, `agent = "codex"`, or `agent = "gemini"`). For Codex variants, `AGENTS.md` is injected into `/app/AGENTS.md`; for Codex variants, `AGENTS.md` is injected into `/app/AGENTS.md`; for Gemini CLI variants, `GEMINI.md` is injected into `/app/GEMINI.md`. An optional `skills/` subdirectory contains Codex skill snapshots — each `skills//` is injected **whole** (incl. `references/` and sibling files, via the shared `plugin_registration.stage_skill_dir`) into `/app/.Codex/skills//`. A `variant.toml` may also declare a `[[skill]]` array (skill-by-reference, ADR-009): each entry points at a source skill dir (optional `ref`) without a copy under `variants/` — for Codex staged whole into `/app/.Codex/skills//`, for Codex/Gemini routed through Harbor's native `config.agent.skills` (ADR-012, see the native-injection note below). An optional `agents_skills/` subdirectory contains Codex skill snapshots and an optional `gemini_skills/` subdirectory contains Gemini skill snapshots — each `/` (a dir with a `SKILL.md`) is registered through **Harbor's native skill-injection** (`config.agent.skills`), NOT via `sandbox_files`. See the "Codex/Gemini native skill injection" decision below for why: Codex and Gemini auto-discover skills only from a HOME-scoped dir (`$HOME/.agents/skills`, `~/.gemini/skills`), never from a cwd `/app/.agents/skills` or `/app/.gemini/skills` dir. If no `harbor_config.json` exists, one is auto-generated from `variant.toml`. -- **Codex/Gemini native skill injection (ADR-012)**: Codex and Gemini auto-discover skills **only from a HOME-scoped directory** — `$HOME/.agents/skills` for Codex, `~/.gemini/skills` for Gemini — never from a `.agents/skills` / `.gemini/skills` dir sitting in the agent's `/app` cwd. The old path uploaded skill files into `/app/.agents/skills/` and `/app/.gemini/skills/` via `sandbox_files`, where the CLI never scans, so the skill was **never registered as a native slash-command** — the agent only stumbled on the file by reading it by hand. The fix routes `agents_skills//` and `gemini_skills//` through **Harbor's native `config.agent.skills`** list (`runner._collect_native_skill_dirs`): at trial time Harbor uploads each skill dir into the container's `skills_dir`, passes `skills_dir` to the agent ctor, and the agent's `_build_register_skills_command` copies them into the correct HOME-scoped location *inside* `run()` — the only point with the right timing (an earlier `setup()`/`sandbox_files` upload is in the wrong session relative to the CLI's skill scan, empirically verified). The `skills` list on the harbor_config agent is regenerated each run (tracked via `_nasde_derived_skills`), so a removed skill dir drops out and a hand-authored `skills` entry is preserved — mirroring the `sandbox_files` / `_nasde_derived_keys` contract. This covers **all three** skill paths for Codex/Gemini: the variant snapshot (`agents_skills/`, `gemini_skills/`) plus `[[skill]]` by-reference and `[nasde.plugin]` skills — the latter two are resolved to skill dirs by `plugin_registration.collect_referenced_skill_dirs` / `collect_plugin_skill_dirs` and **unioned** into the same `skills` list (one `_nasde_derived_skills` marker tracks both; nasde warns when two derived dirs share a basename since Harbor's `resolve_skills` is last-wins). **Codex is intentionally NOT routed here**: its `variants//skills/` → `sandbox_files` → `/app/.Codex/skills/` (+ `~/.Codex/skills/`) path already lands where Codex auto-discovers from cwd, is tested, and is the carrier for its own `[nasde.plugin]` / `[[skill]]` skills (via `stage_skill_dir`); a Codex agent drops `extra_skill_dirs` at merge time to avoid double-injecting. See ADR-012. -- **Codex ChatGPT OAuth**: Harbor's `Codex` agent uploads `~/.codex/auth.json` into the sandbox as `$CODEX_HOME/auth.json` — but **harbor 0.13 made this opt-in**: the agent now *defaults to `OPENAI_API_KEY`* and only uploads the OAuth `auth.json` when `CODEX_AUTH_JSON_PATH` (a specific file) or `CODEX_FORCE_AUTH_JSON` (truthy → `~/.codex/auth.json`) is set. Without an API key it would otherwise write an **empty** key into the sandbox (`Incorrect API key provided: ''` on `wss://api.openai.com/v1/responses`). So `_ensure_auth` opts into OAuth automatically: when no `OPENAI_API_KEY`/`CODEX_API_KEY` is set but `~/.codex/auth.json` exists, it sets `CODEX_FORCE_AUTH_JSON=true` (respecting a user-set `CODEX_AUTH_JSON_PATH`/`CODEX_FORCE_AUTH_JSON`). API key (`OPENAI_API_KEY`) always takes priority over OAuth. Tokens are not extracted back from sandbox after runs. Validate with `source scripts/export_codex_oauth_token.sh`. The runner bridges `CODEX_API_KEY` → `OPENAI_API_KEY` in `_ensure_auth` for users who prefer the Codex-specific env var name. -- **Gemini Google OAuth**: When `~/.gemini/oauth_creds.json` exists (created by `gemini login`) and no API key env var is set (`GEMINI_API_KEY`, `GOOGLE_API_KEY`, `GOOGLE_APPLICATION_CREDENTIALS`), `ConfigurableGemini` injects the OAuth credentials into the sandbox via env var. API key always takes priority over OAuth. Validate with `source scripts/export_gemini_oauth_token.sh`. -- **All dependencies are core**: `harbor`, `opik` are in `[project.dependencies]`. The evaluator depends on having `Codex` CLI (default) or `codex` CLI installed and authenticated on the host — not bundled. No optional extras — `uv tool install .` gives full functionality. Assessment evaluation is on by default (`--without-eval` to skip). -- **Versioning**: Derived from git tags via `hatch-vcs` plugin. Tag `v0.1.0` → version `0.1.0`. Commits after a tag produce dev versions like `0.1.1.dev3+gabcdef`. `_version.py` is auto-generated at build time and gitignored. See ADR-007. -- **Bundled authoring skills**: `.Codex/skills/nasde-benchmark-*` are shipped inside the wheel via `[tool.hatch.build.targets.wheel.force-include]` → `nasde_toolkit/_bundled_skills/`. `nasde install-skills` discovers them via `importlib.resources` (wheel install) with a fallback to the live `.Codex/skills/` when running from an editable / source checkout. `nasde-dev` is deliberately excluded from the bundle (internal dev skill, not for end users). -- **Auto-generated Dockerfile**: When a task has no `environment/Dockerfile`, nasde generates one from `source.git` + `[docker]`. For local paths, also generates `docker-compose.yaml` to override the build context. See `docker.py:ensure_task_environment()`. -- **`[nasde.plugin]` (ADR-009)**: Ships a local Codex plugin (dir with `.Codex-plugin/plugin.json`) into the sandbox with one `task.toml` declaration. `docker.py:ensure_task_plugin()` stages the plugin tree (at `ref` via a temp worktree) into a gitignored `_nasde-plugin/` inside the **active** build context (Harbor pins context to `environment/`; with `[nasde.source]` the context is the source repo/worktree — nasde reads it back from the generated compose and stages there), then appends a sentinel-fenced `COPY`+build stage to the Dockerfile (generated base if none, hand-written preserved). `plugin_registration.py` then registers the plugin's own `skills/` (whole dirs — for Codex into `/app/.Codex/skills/`, for Codex/Gemini through Harbor's native `config.agent.skills` via `collect_plugin_skill_dirs`, ADR-012) and injects its MCP server (from `/.mcp.json`, env-wrapped) into the task's `task.toml` — idempotent, fenced, never clobbers an author-declared same-name server. Skill-by-reference (`[[skill]]` in `variant.toml`) feeds the same agent-aware skill-registration machinery. Derived sandbox files are merged into the variant's `harbor_config.json` each run. MCP injection writes `task.toml` because Harbor reads MCP servers only from there (`trial.py` → `task.config.environment.mcp_servers`). -- **Pass-through CLI**: `nasde harbor ...` delegates to Harbor's Typer app via `add_typer()`. `nasde opik ...` forwards args to Opik's Click CLI via `ctx.args`. -- **Rubric calibration (ADR-010)**: `nasde calibrate publish PATHS...` / `pull-comments` close the loop between the LLM-as-a-Judge and a human reviewer by publishing trial diffs + assessments as PRs/MRs and pulling review comments back for rubric tuning. Two layers, deliberately separated: **GIT** (`git_platform_backends/git_ops.py` — `git push`/`ls-remote`, platform-agnostic, subprocess pattern from `docker.py`, not behind a Protocol) and **PLATFORM** (`git_platform_backends/` behind a `@runtime_checkable GitPlatformBackend` Protocol — `repo_exists`/`find_open_pr_for_branch`/`create_pr`/`fetch_pr_comments`/`validate_cli_installed`/`validate_auth`, mirroring `evaluator_backends/`). The base is keyed on `(repo, commit)` as an **orphan branch** `base/-` seeded once via `git archive HEAD` from the trial workspace (git deduplicates blobs by content across orphan bases — no shared ancestor needed); each trial is a feature branch `calib/-/` = base + the agent's `changes.patch` applied as a real commit + `.calibration/` files (no trajectory — secrets/clutter). `.calibration/` carries the reviewer's context: the task's `instruction.md` + `assessment_criteria.md` + `assessment_dimensions.json` (resolved from `result.json` `task_name`/`source`, trying both `tasks/` and `evals//tasks/` layouts), all `assessment_eval_.json`, `assessment_summary.json`, and `metrics.json`. Idempotency is **open-only**: `find_open_pr_for_branch` matches only OPEN PRs/MRs (`gh pr list --state open`, `glab mr list` default), so a re-run skips a live round but lets a fresh round publish once the prior one is closed. The PR body is a pure transform of the dominant `AssessmentSummary` cluster (`calibration_publisher._render_pr_body`). Backend is **auto-detected from the sink repo URL host** (`github.com`→`gh`, `*gitlab*`→`glab`; `[calibration] platform` overrides for self-hosted) — no `backend` config field, eliminating the backend≠host mismatch. Preflight before any work: detect → `validate_cli_installed` (`shutil.which`, precise per-platform message) → `validate_auth` (`gh|glab auth status` exit code) → `repo_exists` (parses OUTPUT — `gh repo view` exits 0 even for a missing repo). Repo creation is out of scope (push creates branches ad-hoc in an existing repo). Reuses `_expand_to_trials`/`_capture_patch`/`_build_metrics` from `results_exporter.py` and `_aggregate_evaluations`/`_load_raw_evaluations`/`AssessmentSummary` from `evaluator.py`. Prerequisites mirror the evaluator's CLI requirement (ADR-002): `git` + `gh`/`glab` + login, no SDK, CLI keyring holds auth. The `nasde-benchmark-calibration` skill orchestrates the human-in-the-loop flow. -- **Results export (EXPERIMENTAL)**: `results_exporter.py` + `nasde results-export PATHS... --to DIR` copy the analytic *essence* of trial artifacts out of the gitignored `jobs/` tree into a flat per-trial layout (`DIR/__/` with `metrics.json`, `assessment_eval_*.json` (all repetitions), `assessment_summary.json`, `trajectory.json`, `changes.patch`, `verifier_stdout.txt`, `reward.txt`). Re-export **merges**: missing eval files are copied and the summary/metrics refreshed, while immutable files (trajectory, patch) are left as-is — so evaluations added after a first export are picked up. A legacy bare `assessment_eval.json` (pre-migration trial) is exported as `assessment_eval_1.json` with a `nasde migrate-evals` hint, so the export is never silently empty. Filesystem-as-interface: `DIR` is any plain path (iCloud/Dropbox/git repo) — no cloud SDK. It scans Harbor artifacts (`result.json`/`config.json`/`assessment_eval*.json`/`agent/trajectory.json`/workspace), **not** the best-effort `EXPERIMENT_LOG.md`. `metrics.json` is a self-contained summary composed from `result.json`+`config.json`+`agent/trajectory.json` — including **token & cost economics** (`token_usage`, `cost_usd`, `pricing_as_of`, `reasoning_effort`); see the token-cost note below and [ADR-011](docs/adr/011-token-cost-metrics.md). The code diff is captured as a patch (`git diff HEAD` + untracked via `git ls-files -z` + `git diff --no-index`, never `git add` — the workspace `.git` index is left untouched; `-z`/NUL parsing means non-ASCII untracked filenames are not dropped under `core.quotepath`). Selection is a mixed positional list of job and/or trial dirs (auto-classified: a dir whose children have `result.json` is a job; else a dir whose own `result.json` carries a `trial_name` key is a trial; a dir with a job-level `result.json` but no trial-shaped children/`trial_name` is skipped with a warning rather than mis-exported as garbage); re-export is idempotent and merge-based (a trial is reported `exported` only when something new was copied, else `skipped`). Reuses `_collect_trial_dirs`/`_load_json`/`_compute_duration_sec`/`_resolve_agent_name` from `evaluator.py`. Deliberately does **not** model "experiments" (one job can belong to many — a future UI layer's concern). -- **Token & cost metrics (ADR-011; cost formula superseded by ADR-014 — cache-aware)**: every trial gets **token usage + USD cost** computed from the agent's `agent/trajectory.json` `final_metrics` and a versioned price catalog. `token_metrics.py` is the **single extractor** feeding both write paths: `evaluator.py` writes them onto `assessment_summary.json` (run) and `results_exporter.py` onto `metrics.json` (export). Definitions: `input = total_prompt_tokens` (full, cache included), `output = total_completion_tokens + extra.reasoning_output_tokens` (Codex reasoning folded into output), `total = input + output`. **Cost is CACHE-AWARE (ADR-014)**: fresh input at the full rate + cache writes at `cache_write_per_1m` (Anthropic 1h mode, 2x) + cache reads at `cached_input_per_1m` (0.1x) + output at the output rate — what the API would bill for the run; matches Harbor's own per-step accounting. `token_usage` records `cached_tokens` (reads) and `cache_write_tokens`, so the cache-free ceiling stays derivable offline (`input*rate + output*rate`) and is NOT stored. A missing cache rate falls back to the full input rate (conservative, never a silent discount). **The scalar `token_efficiency`/`cost_efficiency` ratios were REMOVED** — `normalized_score / denominator` has an arbitrary zero (score 0 = empty rubric, unreachable), so the ranking is not invariant to a baseline shift; model comparison is now a **Pareto front** (quality vs cost, quality vs tokens), shift-invariant, living in the `nasde-benchmark-runner` skill, not the toolkit. The raw signals (`token_usage`, `cost_usd`, `pricing_as_of`, score) stay and are the source of truth. Economics are **per-trial** (one agent run) → they live on `AssessmentSummary`, not `EvaluatorGroupSummary`. `model_name` and `reasoning_effort` are stamped on the summary because cross-model analysis groups by `(agent_name, model_name, reasoning_effort)` (agent_name = variant name, does not distinguish models; a different effort is a different configuration, never averaged together — mirrors how a changed `dimensions_fingerprint` is a different benchmark). The `reasoning_effort` stamp is read back from the per-trial Harbor `config.json` (`config.agent.kwargs.reasoning_effort`); when no override was set the stamp is `""` (only explicit overrides are recorded — Codex's implicit `high` default is NOT fabricated, and an unset effort is a valid "family default" state). Pricing is loaded via `pricing.py::load_pricing_layered(project_dir)` (ADR-013), which merges three layers per-model (whole-entry, higher wins): `/pricing.toml` > `~/.nasde/pricing.toml` > bundled `pricing.toml`. **Convention, not config** — a file literally named `pricing.toml` (mirrors `assessment_dimensions.json`); no `[pricing]` key. User layer is a HOME dotfolder (`~/.nasde/`, like `~/.Codex`/`~/.codex`/`~/.gemini`), deliberately NOT `platformdirs` (that maps to `~/Library/Application Support` on macOS = app-state, not user-editable config; `platformdirs` stays for cache in `update_check.py`). Both write paths thread `project_dir` so run (`assessment_summary.json`) and export (`metrics.json`) agree on cost — the ADR-011 single-extractor invariant. The merged catalog is NOT cached (depends on `project_dir` + on-disk contents); bundled `_load_bundled_pricing` keeps its `lru_cache`, `load_pricing(path)` is unchanged. An applied override prints a dim transparency line. **Layer provenance is exposed** (ADR-013): `pricing.py::resolve_pricing_layers(project_dir)` returns the ordered `PricingLayer` stack and `effective_pricing_with_source(project_dir)` returns `{model: (price, layer_name)}`. Surfaced three ways — `nasde pricing show [--show-source]` (sub-app, room for future `pricing validate`/`path`), a "Pricing used" table at the end of `nasde run` (only models in the run), and a `pricing_used.json` written by `results-export` (effective rate + layer per priced model, self-contained audit). The Rich table renderer is shared in `pricing_report.py::render_pricing_table` (used by `pricing show` + run summary). Each model stamped with `as_of` + `source`; `cached_input_per_1m` and `cache_write_per_1m` are live inputs to the cost formula (ADR-014). An **unpriced model** → `cost_usd` = `null` + a warning (token metrics still computed); a **missing/legacy trajectory** → all economics `null`. Never crashes the run. `nasde run` prints a per-`(agent, model, effort)` cost table (trials, score, tokens, $cost) plus the job path and an export hint (`runner.py::_print_job_summary`, called after assessment so the summaries exist); raw cost/token columns carry an inter-trial `±std` when the group has ≥2 trials (n=1 → bare value). Backfilling existing exports whose source jobs are gone is a **one-shot ad-hoc script** (reads the export's own flat `trajectory.json`) — deliberately NOT a CLI command. -- See `docs/adr/` for detailed decision records. - -## CLI reference - -``` -nasde run [OPTIONS] # Run benchmark (Harbor trial + assessment eval) - --variant TEXT # Variant name (default: from nasde.toml) - --tasks TEXT # Comma-separated task names (default: all) - --model TEXT # Model override - --effort TEXT # Reasoning-effort override (> variant.toml reasoning_effort > Harbor family default) - --timeout INT # Agent timeout override (default: task.toml [agent] timeout_sec) - --with-opik # Enable Opik tracing - --without-eval # Skip assessment evaluation - --eval-repetitions INT # Judge evaluations per trial (default: nasde.toml [evaluation], fallback 3) - --job-suffix TEXT # Custom suffix for job directory (default: random 6-char hex) - --harbor-env TEXT # Harbor execution environment (docker, daytona, modal, e2b, runloop, gke) - -C, --project-dir PATH # Path to benchmark project - -nasde eval JOB_DIR [OPTIONS] # Re-run assessment on existing job - --with-opik # Upload scores to Opik - --eval-repetitions INT # Judge evaluations per trial (default: nasde.toml [evaluation], fallback 3) - -C, --project-dir PATH - -nasde results-export PATHS... [OPTIONS] # [EXPERIMENTAL] Export trial artifact essence to a plain dir - -t, --to PATH # Destination dir (iCloud/Dropbox/git repo/any path) — required - -C, --project-dir PATH # PATHS may mix job and trial dirs (type auto-detected) - -nasde calibrate publish PATHS... [OPTIONS] # Publish trial diffs + assessments as PRs/MRs for review - --repo TEXT # Sink repo URL or owner/repo slug (default: [calibration] repo) - --throttle FLOAT # Seconds between PR-creating calls (default: [calibration] throttle_sec) - -C, --project-dir PATH -nasde calibrate pull-comments PATHS... [OPTIONS] # Fetch human review comments from each trial's PR/MR - --repo TEXT # Sink repo URL or owner/repo slug (default: [calibration] repo) - --json # Machine-readable output for the calibration orchestrator agent - -C, --project-dir PATH - -nasde pricing show [OPTIONS] # Print the effective merged price catalog (ADR-013) - --show-source # Add a Layer column (project/user/bundled) — debug - -C, --project-dir PATH - -nasde init [PROJECT_DIR] # Scaffold new benchmark project - -n, --name TEXT - -nasde install-skills [OPTIONS] # Copy bundled Codex authoring skills to a skills dir - --scope user|project # Default user: ~/.Codex/skills; project: ./.Codex/skills - --target-dir PATH # Custom skills directory (overrides --scope) - -f, --force # Overwrite existing skill directories - -nasde harbor ... # Harbor CLI pass-through (view, jobs, trials, etc.) -nasde opik ... # Opik CLI pass-through (configure, usage-report, etc.) -``` - -## Benchmark project structure - -A benchmark project managed by `nasde` has this layout: - -``` -my-benchmark/ - nasde.toml # Project config (name, defaults, docker, evaluation, reporting) - assessment_dimensions.json # Scoring dimensions (benchmark-wide, each with independent max_score) - pricing.toml # Optional: per-project model price overrides (project > ~/.nasde > bundled, ADR-013) - tasks/ - / - task.toml # Task config: Harbor sections + [nasde.source] for auto-Dockerfile - instruction.md # Agent-facing task description - assessment_criteria.md # Per-task rubric for LLM-as-a-Judge - environment/Dockerfile # Docker container setup - tests/test.sh # Harbor verifier (writes 0/1 to /logs/verifier/reward.txt) - solution/solve.sh # Optional reference solution - variants/ - / - variant.toml # Required: agent type + model (e.g. agent = "Codex", model = "Codex-sonnet-4-6") - AGENTS.md # Codex instructions (injected into /app/AGENTS.md) - AGENTS.md # Codex instructions (injected into /app/AGENTS.md) - GEMINI.md # Gemini CLI instructions (injected into /app/GEMINI.md) - skills/ # Optional: Codex skill snapshots (injected into /app/.Codex/skills/) - / - SKILL.md # Skill content (snapshot for deterministic testing) - agents_skills/ # Optional: Codex skill snapshots (native skill-injection → $HOME/.agents/skills/) - / - SKILL.md # Skill content with YAML frontmatter (name + description) - gemini_skills/ # Optional: Gemini skill snapshots (native skill-injection → ~/.gemini/skills/) - / - SKILL.md # Skill content with YAML frontmatter (name + description) - harbor_config.json # Optional: agent import path + sandbox_files mapping - claude_config.json # Optional: MCP server configuration - evaluator_skills/ # Optional: skills for the evaluator agent - / - SKILL.md - evaluator_mcp.json # Optional: MCP server config for the evaluator agent - jobs/ # Trial output (gitignored) -``` - -## Key file formats - -### nasde.toml - -```toml -[project] -name = "my-benchmark" -version = "1.0.0" - -[defaults] -variant = "vanilla" -# harbor_env = "daytona" # Optional: cloud sandbox provider (default: docker) - -[docker] -base_image = "ubuntu:22.04" -build_commands = [] - -[evaluation] -backend = "Codex" # "Codex" (default) | "codex" -model = "Codex-opus-4-7" -dimensions_file = "assessment_dimensions.json" -# max_turns = 60 # Max evaluator conversation turns (default 60) -# allowed_tools = ["Read", "Glob", "Grep"] # Override default tool whitelist -# mcp_config = "./evaluator_mcp.json" # MCP server config for evaluator -# skills_dir = "./evaluator_skills" # Skills directory for evaluator -# append_system_prompt = "" # Extra system prompt for evaluator -# include_trajectory = false # Include ATIF trajectory in evaluation (default: false) - -[reporting] -platform = "opik" -project_name = "my-benchmark" -``` - -### assessment_dimensions.json - -```json -{ - "dimensions": [ - { - "name": "snake_case_name", - "title": "Human-Readable Title", - "max_score": 10, - "description": "What this dimension measures (max_score can be any positive integer — pick what fits the granularity)" - } - ] -} -``` - -Dimensions are benchmark-specific. Each dimension declares its own `max_score` (any positive integer) — there is no requirement that scores sum to a particular total or that you use a particular dimension count. Pick the scale per dimension that matches the granularity you can actually distinguish; `normalized_score` is computed from the actual sum of `max_score` values. See [ADR-008](docs/adr/008-independent-dimension-scales.md). - -### task.toml - -Single task config file, shared with Harbor. Harbor reads its standard sections (`[task]`, `[agent]`, `[environment]`, `[verifier]`, `[metadata]`) directly. nasde-specific fields live under `[nasde.*]` and are ignored by Harbor. - -```toml -version = "1.0" - -[task] -name = "my-benchmark/task-name" # Harbor requires org/name format; optional but recommended. -description = "Brief description" - -[agent] -timeout_sec = 1800 # Per-task agent timeout (primary source — overridden only by --timeout flag). - -[environment] -memory_mb = 4096 # Container memory limit (default: 2048). Codex needs 4096+. - -[verifier] -timeout_sec = 300 # Per-task verifier timeout (runs tests/test.sh). - -[nasde.source] # Only needed when task has no environment/Dockerfile (auto-generation). -git = "https://github.com/org/repo.git" -ref = "main" - -[nasde.plugin] # Optional (ADR-009). Ship a local Codex plugin into the sandbox. -path = "../../../src/plugins/my-plugin" # dir with .Codex-plugin/plugin.json (required) -ref = "abc1234" # optional git ref, same semantics as [nasde.source] -install_root = "/opt/my-plugin" # optional, default /opt/ -build = "bun install --frozen-lockfile" # optional, run at image-build time -[nasde.plugin.env] # optional, exported in the generated MCP wrapper -CLAUDE_PLUGIN_DATA = "/opt/my-plugin-data" -``` - -`[nasde.plugin]` is parsed into `config.PluginConfig` and consumed by -`docker.ensure_task_plugin()` + `plugin_registration.py`. The MCP server and -plugin skills are auto-registered — do NOT also hand-write -`[environment.mcp_servers]` for the plugin or copy its skills into a variant. -nasde writes the generated `[[environment.mcp_servers]]` into `task.toml` -between sentinel comments (fenced/idempotent); an author-declared server of -the same name is respected and left untouched. - -**Required files per task directory** (Harbor conventions): -- `instruction.md` — agent-facing task description (required by Harbor) -- `tests/test.sh` — verifier script (required; writes 0/1 to `/logs/verifier/reward.txt`) -- `environment/Dockerfile` — OR `[nasde.source]` to auto-generate one -- `solution/solve.sh` — optional reference solution -- `assessment_criteria.md` — per-task LLM-as-a-Judge rubric - -**Auto-generated environment:** If `environment/Dockerfile` is absent, nasde auto-generates one from `[nasde.source]` + `[docker]` config in `nasde.toml`. For local repos (paths not starting with `http`/`https`/`git`/`file`), the generated Dockerfile uses `COPY . /app` instead of `git clone`, and a `docker-compose.yaml` is also generated to set the Docker build context to the repo root. - -**Timeout priority**: `--timeout` CLI flag > `task.toml [agent] timeout_sec` > Harbor default (1800s). Timeouts are per-task — there is no project-wide default in `nasde.toml`. - -### variant.toml (required per variant) - -Declares the agent type and the model the variant runs against. Every variant MUST specify both — there is no project-level model default (different agent families need different models). - -```toml -agent = "Codex" # "Codex" | "codex" | "gemini" -model = "Codex-sonnet-4-6" # REQUIRED. Model appropriate for the agent family. -reasoning_effort = "high" # Optional. Passed straight to the agent (no local validation, see below). - -tasks = ["my-benchmark/task-a"] # Optional: task-scope. Restrict this variant to specific tasks. - -[[skill]] # Optional (ADR-009): skill-by-reference. Works for any agent. -path = "../../../src/plugins/my-plugin/skills/my-skill" # source skill dir (required) -ref = "abc1234" # optional git ref, same semantics as [nasde.source] -``` - -**Model priority**: `--model` CLI flag > `variant.toml [model]`. Missing model in both places → SystemExit with a clear error. - -**`reasoning_effort` (optional)**: controls how hard the model thinks. Priority: `--effort` CLI flag > `variant.toml reasoning_effort` > unset (unset → not passed → Harbor's per-family default; defaults are UNEQUAL across families). Threaded to Harbor via the agent's `reasoning_effort` kwarg, which Harbor turns into the right CLI flag (Codex `--effort`, Codex `-c model_reasoning_effort=`, Gemini ctor arg). **No local validation**: `_resolve_effort` only resolves priority + emptiness, then passes the value straight through. Each layer validates and rejects an unknown level itself — verified empirically: Codex/Gemini via Harbor's CliFlag `choices` (a `ValueError` at agent construction; Gemini also has per-model rules — `minimal` is Flash-only, 2.5 models reject effort entirely), Codex via its own CLI (`Error loading config.toml: unknown variant ...` at startup). A hardcoded per-family allow-list was deliberately removed — effort scales change too often and a stale list wrongly blocks a newly-valid level (it had `codex: low/medium/high`, but Codex actually accepts `none`/`minimal`/`low`/`medium`/`high`/`xhigh`). Typical levels for reference (not enforced): Codex `low`/`medium`/`high`/`xhigh`/`max`, Codex `none`/`minimal`/`low`/`medium`/`high`/`xhigh`, Gemini `minimal`/`low`/`medium`/`high`. - -The effort is stamped onto each trial's `assessment_summary.json` / `metrics.json` (read back from `config.json` `config.agent.kwargs.reasoning_effort`; `""` when no override was set — only explicit overrides are recorded) and the run-summary economics group by `(agent_name, model_name, reasoning_effort)`. - -**`tasks` (variant task-scope)**: optional list of task names this variant is -meant to run against. Use it for a *repo-specific* variant — e.g. a skill whose -examples reference one repo's conventions — so it never runs against the wrong -codebase. The scope is enforced in **both** run modes: with `--all-variants` a -scoped variant runs only against its declared tasks (others are skipped with a -SKIPPED status); with a single `--variant`, if none of the requested tasks fall in -the variant's scope the run aborts with a clear error. Either way the scope wins -over an explicit `--tasks` filter. Absent or empty → unscoped (runs against every -task, the default). - -**`[[skill]]` (skill-by-reference)**: each entry references the **whole** skill -dir (incl. `references/`) from a source path — no copy under -`variants//skills/`. Optional `ref` reads from a temp git worktree at that -commit. **Routing is agent-aware** (ADR-012): for **Codex** the dir is staged -into `/app/.Codex/skills//` via `plugin_registration.stage_skill_dir` -(same machinery as `[nasde.plugin]`); for **Codex/Gemini** the dir is resolved -by `collect_referenced_skill_dirs` and routed through Harbor's native -`config.agent.skills` (→ `$HOME/.agents/skills`, `~/.gemini/skills`), because -those CLIs never scan the `/app` cwd. The legacy `variants//skills//` -copy path still works (and carries `references/`). - -### harbor_config.json (per variant) - -Codex variant: -```json -{ - "agents": [ - { - "import_path": "nasde_toolkit.agents.configurable_claude:ConfigurableClaude", - "name": "variant-name", - "kwargs": { - "sandbox_files": { - "/app/AGENTS.md": "/absolute/path/to/variants/variant-name/AGENTS.md", - "/app/.Codex/skills/my-skill/SKILL.md": "/absolute/path/to/variants/variant-name/skills/my-skill/SKILL.md" - } - } - } - ] -} -``` - -Codex variant: -```json -{ - "agents": [ - { - "import_path": "nasde_toolkit.agents.configurable_codex:ConfigurableCodex", - "name": "variant-name", - "model_name": "gpt-5.3-codex", - "kwargs": { - "sandbox_files": { - "/app/AGENTS.md": "/absolute/path/to/variants/variant-name/AGENTS.md" - }, - "reasoning_effort": "high" - } - } - ] -} -``` - -Gemini CLI variant: -```json -{ - "agents": [ - { - "import_path": "nasde_toolkit.agents.configurable_gemini:ConfigurableGemini", - "name": "variant-name", - "model_name": "google/gemini-3-flash-preview", - "kwargs": { - "sandbox_files": { - "/app/GEMINI.md": "/absolute/path/to/variants/variant-name/GEMINI.md" - } - } - } - ] -} -``` - -Critical: `"name"` field is REQUIRED — without it, Opik tagging breaks. -If `harbor_config.json` is absent, `nasde` auto-generates one based on `variant.toml` agent type (`AGENTS.md` → Codex, `AGENTS.md` → Codex, `GEMINI.md` → Gemini). - -### tests/test.sh (Harbor verifier) - -Every failure path must `echo 0 > /logs/verifier/reward.txt && exit 1`. -Final success must `echo 1 > /logs/verifier/reward.txt && exit 0`. - -## Known issues and workarounds - -- **opik 2.x (and 1.10.x)**: token usage=None for Harbor spans — runtime monkeypatch in `runner.py` (`_patch_opik_deferred_metrics`). Defers Step span creation to `__setattr__` because Harbor assigns metrics after `Step.__init__`. See ADR-006. Remove when opik fixes upstream. -- **Nested Codex sessions**: `Codex` CLI detects `Codex` env var. Runner unsets it before assessment eval. -- **Opik REST API auth**: use `authorization: ` header (not `Comet-Api-Key`), plus `Comet-Workspace` header. -- **Opik verification**: always use Python `urllib.request`, not curl (curl drops the `Comet-Workspace` header). diff --git a/CLAUDE.md b/CLAUDE.md index 29c1ff4a..9bf9d591 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -408,15 +408,15 @@ Final success must `echo 1 > /logs/verifier/reward.txt && exit 0`. ## Calibration experiments (examples/ddd-architectural-challenges) -The 2026-07 Fable/Opus grid experiment lives in this example. Before touching it, -read `examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md` -(top HANDOVER section = current state, rubric lineage, arm results). Proven drivers -in the example root: `trial_probe.sh` (one trial end-to-end: token preflight, -xhigh run, smoke check, 2x Fable + 2x Opus evals), `eval_topup.sh` (complete judge -pairs on existing jobs), `grid_raw_scores_plot*.py` (publication charts; PNGs in -`assets/`). Results archive: `NoesisVision/nasde-results`. Protocol: every LLM run -is individually authorized by the owner; export+commit+push results after every -iteration. +The 2026-07 Fable/Opus grid experiment lives in this example. The methodology +record is `examples/ddd-architectural-challenges/CALIBRATION_ROUND2_2026-07-07.md` +(why rubric v1 failed, reference ranking, acceptance criteria); the current rubric +is documented in the task's `assessment_criteria.md`. Publication charts are +generated by `cost_quality_plane.py` and `verdict_heatmap.py` (PNGs in `assets/`). +Session ops tooling and the day-by-day experiment log live in the private +`NoesisVision/nasde-calibration` repo (`round2-fable-grid-ops/`). Results archive: +`NoesisVision/nasde-results`. Protocol: every LLM run is individually authorized +by the owner; export+commit+push results after every iteration. ## Known issues and workarounds diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md deleted file mode 100644 index 3d32d86e..00000000 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ /dev/null @@ -1,497 +0,0 @@ -# HANDOVER SNAPSHOT (2026-07-08 evening — rubric v2.3 verified, supple-v3 probe run) - -> **COST REPRICING (2026-07-15, ADR-014):** `cost_usd` is now CACHE-AWARE (fresh -> input at full rate + cache writes at 2x + cache reads at 0.1x + output) — it -> matches what the API would bill and Harbor's own accounting. Any dollar figure -> below this note predates the change (old "as-if full rate" formula, ~4.4x higher: -> grid total $958 as-if vs $220 real; cache reads are 93-98% of input on all 24 -> grid trials). Current arm means (cost/quality): F vanilla $10.60/0.732, F hint -> $9.78/0.796, F skill $13.35/0.808; O vanilla $6.61/0.651, O hint $7.25/0.701, -> O skill $7.30/0.651. Charts regenerated. Historical nasde-results exports still -> carry old-formula cost_usd until re-exported. - -**TL;DR of the day:** v2.2 verified live on 4 trials (every prediction exact, no -inflation, no amnesty); owner rulings turned M5 direction-neutral and added the MAX -verdict → rubric v2.3, verified live same day (BAzkEPJ 0.85, prediction exact, MAX -correctly withheld); `claude-supple` instruction rewritten v1→v3 (universal text, -supple-design elements explained, anti-abstraction restraint, tests-as-documentation); -supple-v3 coding run landed in the ExchangeRate trap (modified `CalculatePrices.cs`, -never touched `OfferModifiers.cs`) — eval result below. Everything committed and -pushed; Max 20x active; Fable (coder+judge) available until 2026-07-12. - -## Score table (judge = claude-fable-5, grouped by fingerprint — groups never mix) - -| Trial | v2.1 `42d6a9e593cf` | v2.2 `25e9d07f8b31` | v2.3 `37ffc5f460d2` | -|---|---|---|---| -| BAzkEPJ (Fable, deeper instruction) | 0.70 | 0.79 | **0.85** (pred. 0.85 ✓) | -| ayg7ckA (Fable, vanilla) | 0.66 | 0.70 | **0.75** (42/22/11) | -| 3WwZrNY (Fable, claude-supple v3) | — | — | **0.69** (39/19/11) | -| #21 FjYQ3XQ (bucket A) | 0.66 | 0.68 | not run | -| #13 ZvSsnyg (bucket C, neg control) | 0.55 | 0.59 | **0.59** (30/23/6 — identical to v2.2; M5 NONE held: before-chain) | -| 7sJ9JK3 (Fable, claude-deeper-hint) | — | — | Fable: **0.78/0.80**; Opus: **0.78/0.78** (judge pilot) | -| Ss2F6dR (Fable, vanilla #2) | — | — | Fable: **0.72/0.74**; Opus: **0.67/0.67** — M4 NONE (NoDiscount null-object!), no base-bug fix | -| b5jkaWo (Fable, deeper-hint #2) | — | — | Fable: **0.74/0.74**; Opus: **0.73/0.73** — M4 PARTIAL, T1 PARTIAL (identity-chain composition test), no bug fix | -| PuuJKHt (Fable, deeper-hint #3) | — | — | Fable: **0.81/0.80**; Opus: **0.73/0.75** — M4/M5 FULL, T1 PARTIAL (identity-base again); arm complete: 0.79/0.74/0.805, mean ~0.78 | -| QZ3Fe5u (deeper-hint #3 attempt 1) | — | — | FAILED: OAuth 401 mid-run after machine restart (token rotated); ~$6.3 equiv lost, no artifacts; evaluator auto-skips | -| CKEcWHg (Fable, vanilla #3) | — | — | Fable: **0.76/0.78**; Opus: **0.73/0.75**. harbor_reward=0.0 is an ENV ARTIFACT: dotnet test SIGKILLed in-container mid-IntegrationTests (43/43 unit passed); full suite re-run locally on the workspace = 10/10 integration green in 326ms. Trial counted as valid with this annotation | - -## Today's experiments, in order - -1. **v2.2 verification (4 evals):** BAzkEPJ 0.79 (restraint 25/25 — R1 bug-fix - exemption and R4 harness exclusion cited verbatim by the judge), ayg7ckA 0.70, - #21 0.68 (facts-vs-verdicts discriminates: sanctioned constructor change recovers - R3 while the List→IEnumerable author-intent rewrite stays penalized; R4 correctly - generalized to codex's AGENTS.md), #13 0.59 (model_fit/test_quality identical to - v2.0/v2.1 to the point — zero inflation; restraint uplift fully attributable). -2. **Publication:** PR #22 (ayg7ckA) and PR #23 (BAzkEPJ) on - NoesisVision/nasde-calibration + 13 inline comments mapping v2.2 verdicts to code - (7 on #22, 6 on #23); M5 comments carry "superseded by v2.3" replies. -3. **M5 base-code audit** (triggered by owner's challenge): the base has NO Pricing - tests at all; every implemented interaction idiom chooses (ClientLevelDiscounts - override, IndividualSalesConditions min(), SpecialOffer.Or fallback with - unimplemented bodies); unused `AggregatedModifier` is a base-provided - sequential-composition idiom. Conclusion: the base prescribes VISIBILITY of the - interaction decision, not a direction. -4. **Rubric v2.3** (commits `82fa12c`, `2dd14e1`, `2f15d6f`, `7fb6a9f`): M5 - direction-neutral (tested accumulation == tested exclusivity == FULL 6/7); - verdict **MAX (7)** — the only above-FULL verdict — for reifying - exclusive-vs-accumulate as a configurable composition decision, gated by a - two-part evidence bar: (a) selection point (file+line), (b) executable proof of - the second policy; prose is not movement. Ground truth `explicit-exclusivity` → - `explicit-interaction`. Fingerprint `fdb83b1535a6` (never ran) → `37ffc5f460d2`. -5. **v2.3 first live eval:** BAzkEPJ 0.85 (40/25/20) — M5 FULL 6 citing - `RainDiscountIsAppliedOnTopOfProductDiscounts`; MAX not awarded (correct — its - policy seam extends the discount LIST, not the interaction choice); M4 PARTIAL 3 - and T2 NONE held. Third rubric version in a row with exact verdict-level - predictions. Watch item: the judge withheld MAX silently — verify future MAX - denials cite the missing selection point. -6. **claude-supple instruction v1→v2→v3** (commits `5bf43d9`, `6a50420`): universal - study-the-model text ("as if the original author had extended it"); dropped - "maintaining extension points for the future" (the phrase that biased BAzkEPJ - toward always-in-chain structure); v3 adds a compact explanation of supple design - + its six Evans elements framed as "inspiration, not a checklist", the - anti-abstraction clause ("avoid interfaces nothing needs yet... small and concrete - wherever the domain is concrete"), and proof discipline (edge cases; tests as the - model's documentation — every claimed property, including extension points, - demonstrated by an executable test, not a comment). - **Owner's universality rule (binding):** proof-discipline and attention-direction - hints are fine in an always-injected CLAUDE.md; naming the mechanism under test - (where decisions live, how to treat unspecified interactions) is telegraphing — - it converts understanding into obedience and is forbidden. -7. **supple-v3 coding run:** job `2026-07-08__17-57-38__claude-supple__fable5-supple3`, - trial `3WwZrNY`, 15 min, harbor reward 1.0. Restrained structure as instructed - (`Pricing/Discounts/Weather/` with 3 types, `Weather/` with 2 types — fewer - abstractions than BAzkEPJ) **but composed in the wrong place: modified - `CalculatePrices.cs`, never touched `OfferModifiers.cs`** — the exact - ExchangeRate-precedent trap the rubric's base-intent note warns judges about - (denomination ≠ policy). **Eval (v2.3, Fable): 0.69 = 39/19/11.** The measured - diagnosis PARTIALLY refutes the first hypothesis ("restraint overpowered - composition"): the composition MECHANICS were right — M4 FULL (eager factory-time - filtering in its own [DddFactory], no null-object) and, first time in 16 trials, - **M3 FULL** (zero bespoke spreading: delegates to pre-existing - `Offer.Apply` with canonical `PercentageDiscount`) — the - anti-abstraction clause demonstrably worked. What failed is the ENTRY POINT and - the PROOF: M2 PARTIAL (proper weather factory, but applied via a second - `.Apply(weatherDiscount)` in `CalculatePrices.cs:41` instead of the - OfferModifiers chain → also R1 PARTIAL off-touchpoint), M5 PARTIAL (silent - stacking re existing chain), and **T1 NONE — the composition test that made - BAzkEPJ shine is gone** (weather module tested in isolation only; test_quality - 11 vs deeper's 20). Net vs siblings: v3 instruction fixed M3+M4 (+7 over deeper's - verdicts) but lost M2+T1+M5 (−13). Instruction v4 question for tomorrow: anchor - the entry point and composition-testing WITHOUT telegraphing — candidates: - strengthen "study how the pieces compose into a whole" and extend proof - discipline to "properties of the change's integration with the existing model", - both still mechanism-free. Also note: proof discipline delivered module-level - tests (T3/T4/T5 FULL) but not integration-level ones — the wording says - "properties your design claims" and the model read "design" as "my new module". - -### NTCODING ARM OPENED + OOM ROOT-CAUSE FIX (2026-07-10 morning) - -Trial `MNP2RGe` (fable + public ntcoding tactical-ddd skill, reward 1.0): -Fable 0.79/0.83, Opus 0.79/0.83 — PERFECT cross-judge pair agreement. Profile is -the mirror image of the hint arm: T1 FULL (real composition test: 20% client base -discount + weather, asserts 72), model_fit 44, four base defects fixed (all granted -bug-fix neutrality) — but **R1 NONE**: three avoidable off-touchpoint rewrites -(ConventionBasedRegistrations scanner, RiskManagementInMemoryCalls ctor, -appsettings.json). The skill turns the model into a reformer: fixes everything, -touches everything. Skill arm n=1 mean 0.81 ≈ hint arm 0.80 with opposite -trade-offs (tests+model vs restraint). - -Failed attempts A5TDdvJ + tXRxnyj root-caused via kernel memcg OOM reports: 45+ -concurrent dotnet processes (three generations of 16-node MSBuild fleets kept -alive by default nodeReuse) exhausted the 6 GiB cgroup; claude agent itself ~71MB. -Fix: MSBUILDDISABLENODEREUSE=1 + DOTNET_CLI_USE_MSBUILD_SERVER=0 in all four -dotnet task Dockerfiles (owner-approved; commit on the branch). Verified live -under load: build spike 1.5 GiB/17 procs collapses to 0.7 GiB/1 proc within a -minute — sawtooth, no accumulation. memory_mb stays 6144. - -### ntcoding #2 `qpCRH3A` (2026-07-10 midday): Fable 0.78/0.78, Opus 0.75/0.73 — -the reformer profile did NOT repeat: restraint 25/25 (vs #1's R1 NONE) but -test_quality 11 (no composition test, vs #1's T1 FULL). The skill arm oscillates -in SHAPE, not just score. Arm n=2 mean ~0.795 ≈ deeper-hint 0.80. - -### ntcoding #3 `NZmadqg` (2026-07-10 afternoon): Fable 0.83/0.85, Opus 0.81/0.85 — -best-of-both-shapes: T1 FULL composition test (like #1) AND restraint 23-25 (like -#2). Second-best trial overall. SKILL ARM COMPLETE n=3: 0.81/0.78/0.84 -> mean -~0.81, a hair above deeper-hint (~0.80). Final Fable-judge arm landscape: -ntcoding 0.81 >= deeper-hint 0.80 > vanilla 0.757 > opus-4.8-vanilla 0.672. - -### ntcoding #4 `h3a65Ke` (2026-07-10): Fable 0.84/0.84, Opus 0.81/0.82 — -model_fit 44, restraint 25, tests 15. ALL THREE FABLE ARMS NOW n=4 (symmetric). -FINAL Fable-judge arm means: ntcoding 0.818 > deeper-hint 0.801 > vanilla 0.757 -> opus-4.8-vanilla 0.672 (n=2). Opus-judge confirms ordering: 0.80 / 0.79 / -0.706 / 0.65. Remaining: k1opus 2+2 top-up (Fable side BEFORE 07-12), bootstrap, -verdict heatmap, article draft. - -### OPUS BATCH COMPLETE (2026-07-10 evening) — full model x configuration grid - -Parallel 2-lane batch (owner-authorized autonomous): opus48-van4 `JTgey8p` -(F 0.60/0.60, O 0.60/0.57), opus48-van5 `Lozfurr` (F 0.66/0.68, O 0.71/0.71; -first attempt `GH2KKhi` AgentSetupTimeout during a connectivity outage, retried; -eval top-up after the window reset), opus48-deeperhint1 `YgcbZjf` (F 0.73/0.77, -O 0.70/0.72), opus48-ntcoding1 `ZMX6Xbq` (F 0.63/0.58, O 0.58/0.56). - -FINAL GRID (arm means, Fable-judge / Opus-judge): - vanilla +hint +skill -Fable coder 0.757/0.706 0.801/0.791 0.818/0.800 (n=4 each) -Opus coder 0.654/0.649 0.75/0.71 0.605/0.57 (n=4/1/1) - -Theses: (1) model is the biggest lever (+0.10); (2) the one-sentence hint is -PORTABLE (+0.04 Fable, +0.10 Opus); (3) the heavy skill is NOT (+0.06 Fable, --0.05 Opus, n=1); (4) Opus+hint (0.75) ~= Fable-vanilla (0.757) — half price plus -one sentence catches the premium model; (5) both judges agree on every ordering. -k1opus (June trial) deliberately left OUT of the arm (different config epoch). -Next: bootstrap + verdict heatmap + article draft (no LLM cost). - -### Opus cross-cells n=2 (2026-07-10 late): opus-deeperhint2 `VoktgLb` F 0.65/0.63 -O 0.65/0.61 (arm mean ~0.68 - the single 0.73 was partly luck; hint effect on Opus -revised from +0.10 to +0.03); opus-ntcoding2 `TsjcHWY` F 0.65/0.67 O 0.67/0.63 -(arm ~0.62 - skill still no help). REVISED grid (F-judge arm means): -Fable 0.757/0.801/0.818 (n=4); Opus 0.654 (n=4) / 0.68 (n=2) / 0.62 (n=2). -Theses after revision: model lever +0.10 holds; hint helps BOTH modestly -(+0.03..0.04); skill helps ONLY Fable; 'Opus+hint catches Fable-vanilla' WEAKENED -(0.68 vs 0.757). Owner protocol: further densification to n=4 - one password per -launch. - -### GRID COMPLETE (night 2026-07-11): n=4 in EVERY cell (24 trials, 96 grid evals) - -Night lanes: opus-deeperhint3 `sSUYQp4` ~0.795 (F 0.80/0.81, O 0.79/0.78), -opus-deeperhint4 `a6okSgZ` ~0.64, opus-ntcoding3 `Bkwiqom` 0.59 x4 (perfect -agreement), opus-ntcoding4 `F5vYATs` ~0.77 (model_fit up to 47). - -FINAL GRID (arm means, Fable-judge | Opus-judge): - vanilla +hint +skill -Fable coder 0.757 | 0.706 0.801 | 0.791 0.818 | 0.800 -Opus coder 0.654 | 0.649 0.702 | 0.689 0.651 | 0.645 - -FINAL THESES: (1) model lever +0.10, both judges; (2) the one-sentence hint is -PORTABLE and remarkably consistent: +0.044 Fable, +0.048 Opus; (3) the heavy -skill is NOT portable: +0.06 Fable, +-0.00 Opus (with huge shape variance -0.59-0.77); (4) Opus variance in cross cells >> Fable variance everywhere; -(5) judges agree on every arm ordering. Next: bootstrap + verdict heatmap + -article draft (no LLM cost). Fable-coder/judge access ends 2026-07-12. - -### NIGHT CHAIN 2026-07-10 (owner asleep, fully authorized): n=4 both Fable arms + 2 Opus-coder runs - -All four steps done sequentially, separate scripts, exports pushed after each: -1. fable5-van4 `8ks7yf5` (reward 1.0): Fable 0.79/0.77, Opus 0.74/0.68 — strongest - vanilla run (model_fit 44). -2. fable5-deeperhint4 `E2soRnZ` (reward 1.0): **RECORD 0.87/0.87 Fable, 0.89/0.94 - Opus** — first REAL composition test in an arm run (T1 FULL: active 5% product - discount through the factory, 85.5 asserted), base bug fixed again (Discount.cs), - Opus#2 model_fit 49/50 with explicit "M5 FULL(6) not MAX" — MAX denial now CITED - (watch-item closed). First attempt `A5TDdvJ` SIGKILLed at 23min (env; retried OK). -3. opus48-van2 `GoWvUz6` (reward 1.0): 0.62/0.62 Fable, 0.62/0.56 Opus. -4. opus48-van3 `cyQyXFc` (reward 1.0): 0.74/0.71 Fable, 0.71/0.71 Opus. - -ARM MEANS after the night (per-trial means, v2.3): -- fable vanilla n=4 — Fable judge **0.757**, Opus judge 0.706 -- fable deeper-hint n=4 — Fable judge **0.801**, Opus judge 0.791 -- opus-4.8 vanilla n=2 — Fable judge **0.672**, Opus judge 0.65 -Emerging headline: Fable-vanilla beats Opus-vanilla by ~+0.09 (BOTH judges agree); -the one-sentence hint adds ~+0.04 on top of Fable. GAP: k1opus (June trial) still -needs 2 Fable (BEFORE 07-12) + 2 Opus v2.3 evals to make the Opus arm n=3. - -### MATRIX COMPLETE (2026-07-09 late) — Fable arms n=3 each, dual-judge 2+2 - -Fable judge: vanilla 0.75 / 0.73 / 0.77 (mean ~0.75) vs deeper-hint 0.79 / 0.74 / -0.805 (mean ~0.78) — gap ~+0.03, ranges overlap; bootstrap pending. Opus judge: -vanilla 0.67 / 0.74 (ayg7ckA NOT yet Opus-evaluated) vs deeper-hint 0.78 / 0.73 / -0.74. Verdict-level patterns (the article's spine): composition test attempted 3/3 -hint runs (T1 PARTIAL twice - identity-base chain - and NONE once) vs 0/3 vanilla; -base-bug found 1/3 hint (+ the #23 probe) vs 0/3 vanilla; M4 oscillates in both arms -(vanilla FULL/NONE/?, hint FULL/PARTIAL/FULL); M5-idiom boundary is the ONLY -recurring judge divergence (4 samples). ayg7ckA top-up DONE 2026-07-09 late: -new Fable v2.3 eval 0.75 (42/22/11) — IDENTICAL to its first one (perfect -repeatability); Opus 0.70/0.71. Matrix fully symmetric: 6 trials x (2 Fable + -2 Opus) = 24 v2.3 evaluations. FINAL ARM MEANS — Fable judge: vanilla 0.75 vs -deeper-hint 0.778 (+0.028); Opus judge: vanilla 0.705 vs deeper-hint 0.75 -(+0.045). Judges differ on LEVELS (~-0.03..-0.04 Opus, mostly the M5-idiom -boundary) but AGREE on the arm comparison's direction and rough size — the key -cross-judge result. NOTHING Fable-deadline-bound remains; Opus-vanilla runs -(+2), bootstrap analysis and the article are all deadline-free. - -### 2026-07-09 addendum — deeper-hint probe + judge pilot (autonomous task) - -Article matrix settled: TWO Fable arms only (vanilla, claude-deeper-hint = minimal -'think deeper' CLAUDE.md hint, instruction untouched), n=3 each; Opus/Sonnet ± skill -arms in a later session; judge-cost and orchestration-cost threads CUT from the -article (owner). claude-supple-hint instruction-override feature REVERTED (benchmark -invariant: instruction belongs to the benchmark, never to a variant); claude-supple -(rich v3) parked as internal exploration. - -Probe trial `7sJ9JK3` (job 2026-07-09__14-33-46, reward 1.0, hint mount smoke-checked): -found+fixed the SAME latent base bug as BAzkEPJ (Discount.Value isPercentage) plus a -ValueDiscount GetHashCode null-safety fix, both covered by DiscountTests — two -independent 'think deeper' runs found the bug; vanilla and supple2 did not. -Fable evals: 0.78 (44/25/9) and 0.80 (44/25/11) — model_fit 44 = RECORD (M4 FULL, -M5 FULL via AggregatedModifier idiom, M3 PARTIAL hidden GrantedDiscounts); weakness -is tests again: T1/T2 NONE, T4 PARTIAL (NeverDisruptsPricingWhenObservingRealWeather -hits the real API during dotnet test). vs the instruction-swap probe 0.85: better -model mechanics, all of the gap is test_quality (10 vs 20 — no composition test). -Opus 4.8 evals (judge pilot): 0.78 (41/25/12) and 0.78 (44/19/15) — headline -agreement with Fable excellent (0.78 vs 0.79 mean); dimension level one genuine -gray-zone split (Opus#2 read the extra ValueDiscount null-safety edit as R1 -PARTIAL/'avoidable modification' where Fable and Opus#1 folded it into the bug-fix -exemption). Opus cites rubric checks by name, applies harness-mount exclusion -correctly — reads the rubric's language well. Rubric v2.4 candidate: define whether -a SECOND, adjacent fix in the same shared file stays inside the bug-fix exemption. - -## Next actions (in order) - -1. Analyze the 3WwZrNY eval against the hypothesis above; decide instruction v4 - (universality rule applies — no mechanism naming). - v2.4 CANDIDATE (do NOT apply while the v2.3 table is filling — fingerprint bump - would orphan the group): sharpen the M5 FULL/PARTIAL boundary — the judge read - "modeled as an explicit idiom" as covering composition via the base - AggregatedModifier in ChooseFor (ayg7ckA M5 FULL 6 without any composition test), - while the PARTIAL example calls untested stack-after "silent". Decide whether - idiom-without-test is FULL (current judge reading; the test gap is already priced - in T1) or PARTIAL, and say it explicitly. PR naming convention (owner): #22 = - vanilla, #23 = supple, #24 = supple2. -2. Complete the v2.3 table: remaining #21, #16, #14 — one password each. - Done under v2.3: BAzkEPJ 0.85, ayg7ckA 0.75, 3WwZrNY 0.69, #13 0.59 (control clean). - PR #24 carries 7 inline comments mapping the v2.3 verdicts to code. -3. Opus 4.8 back-to-back on `jobs/calibration-round2/` (13 trials assembled): - originally v2.0 (`git restore --source 22d6dde -- tasks/ddd-weather-discount/`) - vs v2.2; now a v2.3 pass is the more interesting endpoint — owner to choose the - version pair. `--eval-model claude-opus-4-8`, per-eval gating. -4. Exports to nasde-results: fable5-coder / fable5-deeper / fable5-supple3 jobs and - refreshed calibration-round2 (new v2.2/v2.3 assessment files) — commit+push - (precedent established; last push 4d1ff59 contains only the v2.1 state). -5. Optional: #18 under current rubric (live cap demo — the cap has never fired). - -**Budget reality:** plan upgraded to **Max 20x** on 2026-07-08 — one Fable eval -(7–21 min) now ≈ 5–10% of a 5h window; a coding run ≈ 15 min. Fable disappears after -**2026-07-12** — Fable-judge and Fable-coder work has priority until then. Per-eval -gating by the owner stays in force regardless of headroom. Auth: claude CLI keychain -works for evals; sandbox coding runs need CLAUDE_CODE_OAUTH_TOKEN (extracted from -keychain at runtime by the scratch launchers — never print it). - -**Tooling (example root, battle-tested on the 24-trial grid):** -`trial_probe.sh [smoke-grep]` — one trial -end-to-end (token preflight + stale-token refresh, canonical-instruction guard, -xhigh run, workspace smoke, 2x Fable + 2x Opus evals, results digest); -`eval_topup.sh ` — complete judge pairs on existing jobs; -`grid_raw_scores_plot.py` / `_en.py` — the raw-measurements grid and judge -test-retest charts (PNGs in assets/); `calibration_round2_*.sh/py` — the older -sink-anchor drivers and the acceptance check. - -**Where everything lives:** toolkit PR #75 (branch `calibration/ddd-weather-discount-v2`); -sink PRs #9–#21 with 60 inline comments + PR #22 (ayg7ckA) and PR #23 (BAzkEPJ) with -13 v2.2-verdict comments (NoesisVision/nasde-calibration, GitHub is canonical); -durable results in NoesisVision/nasde-results (main); review reports on sink branch -`nasde-calibrate`. - ---- - -# Rubric v2.1 — ddd-weather-discount (APPLIED 2026-07-07, verification pending) - -**Status update:** after the Fable subset completed (10/10, formal check: 5 PASS / -2 FAIL, both FAILs = the defects below), the owner approved applying the M1/M4/M5 -edits immediately — as separate commits — to enable a retroactive **Opus 4.8 -before/after comparison**. Sonnet corroboration was dropped (Opus instead, later). - -- **BEFORE (rubric v2.0):** commit `22d6dde` — dimensions fingerprint `8e0d00bfd8df` -- **AFTER (rubric v2.1):** commit `feec7b9` — dimensions fingerprint `42d6a9e593cf` - -## Opus back-to-back procedure (planned for 2026-07-08) - -1. "Before" pass: materialize the v2.0 task files, e.g. - `git restore --source 22d6dde -- tasks/ddd-weather-discount/` - then `uv run nasde eval jobs/calibration-round2 -C . --eval-model claude-opus-4-8 - --eval-backend claude --eval-repetitions 2` (or per-trial via - `calibration_round2_eval_one.sh` under budget gating). Evals land in fingerprint - group `8e0d00bfd8df`. -2. "After" pass: `git restore --source feec7b9 -- tasks/ddd-weather-discount/` (or - branch head) and repeat — evals land in `42d6a9e593cf`. Groups never mix; the - check script derives the fingerprint from the working tree, so run it once per - state. -3. Compare per-group summaries (same trials, same judge, only the rubric differs) — - this isolates the rubric edit as the sole variable. - -**No verification runs executed yet** (Fable window exhausted ~2026-07-07 evening; -planned after reset). Fable v2.1 verification = re-run the 5-trial subset -(`calibration_round2_fable_subset.sh`, now fingerprint-dynamic) and re-check -acceptance: expected order 0.66/0.64/0.58/0.55/0.445, Spearman 1.0. - ---- - -## Live v2.1 verification + Fable-coder experiments (2026-07-08) - -All predictions from the simulation were confirmed by live single evals -(judge claude-fable-5, fingerprint `42d6a9e593cf`); reference order restored: - -| Trial | Bucket | v2.0 mean | v2.1 live | Wording validated | -|---|:---:|:---:|:---:|---| -| FjYQ3XQ #21 | A | 0.600 | **0.66** | M4 FULL (judge cites "the v2.1-approved empty AggregatedModifier"); M5 NONE→PARTIAL | -| aGTFmDh #16 | B | 0.600 | **0.64** | M1 FULL despite sequential await (was PARTIAL) | -| qHCAtXV #14 | B | 0.500 | **0.63** | M1+M5 lifts; NOTE: judge also read constructor-side rule filtering as factory-time → M4 FULL (+4 beyond simulation; defensible, ordering unharmed) | -| ZvSsnyg #13 | C | 0.550 | **0.55** | negative control EXACT (30-19-6); M4 stays PARTIAL ("self-disables inside ApplyOn"), M5 stays NONE (before-the-chain clause) — v2.1 not inflationary | -| 4njch2w #18 | D | 0.445 | not run | cap-by-construction; optional demo pending | - -**Fable 5 as coding agent** (claude-vanilla, xhigh, --without-eval, then judged): - -- `ayg7ckA` (standard instruction): **0.66** (36/19/11) — tied with #21; avoided every - hard trap (parallel factory closure, factory-filtered rules M4 FULL, genuine Unknown - M6 FULL); sins: compounding canonized in a test (M5 NONE), weather types in shared - Pricing/Discounts (R5), Percentage-hardcoded contract (M7). -- `BAzkEPJ` ("deeper" instruction experiment): **0.70 — highest score ever recorded** - (32/18/20). The Quality-Expectations bullet "Fit into the existing DDD architecture" - was temporarily replaced with: *"VERY IMPORTANT - before the actual implementation - understand the deeper idea behind the implemented Domain Driven Design model - try - to fit in the existing model in the most conceptually sensible way - making only - necessary changes while maintaining extension points for the future ("supple - design" from Eric Evans). The quality of the changes in the resulting model is very - important"*. Instruction restored afterwards; the sentence now lives in the - **`variants/claude-supple`** variant CLAUDE.md instead (task stays canonical — an - instruction change would invalidate cross-trial comparability). CAVEAT: BAzkEPJ ran - on the modified instruction, so it is a coaching-effect probe, not a same-task data - point. -- Coaching effect, check-level: **first composition test in 15 trials** (T1 FULL: - `OfferModifiersTests` drives `ChooseFor` with a product discount active and asserts - the interaction + unavailable path) → test_quality 11→20; dedicated - `Pricing/WeatherDiscounts` module beside SpecialOffers (R5 FULL); **and it found and - fixed a real latent bug in the base model**: `Discount.Value(Money)` passes - `isPercentage: true`, so value discounts silently apply a default percentage — - no other trial noticed this. The mechanical precheck priced that fix as an - off-touchpoint modification (R1 PARTIAL) — open rubric question for round 3: - should a *justified, tested bug fix* in a pre-existing file cost restraint points? - Counter-effects: model_fit dropped 36→32 (M4 back to PARTIAL — per-quote gating in - ApplyOn instead of vanilla's factory filtering; M5 NONE again — compounding test; - M7 registry). Net: the supple-design nudge moved modularization, testing depth and - model comprehension, but not the interaction-decision discipline. - -Original proposal record (now applied) below. - -## Live state of the Fable subset (model claude-fable-5, dimensions fingerprint 8e0d00bfd8df) - -5 stratified trials × 2 reps planned; evals append to trial dirs under -`jobs/calibration-round2/` (11 symlinks + 2 sink-restores; `jobs/` is gitignored). -One eval ≈ 12–21 min, ≈ 40% of a Max-5x 5h window → manual per-eval gating -(`scratchpad/fable-one.sh `), NO loops without the owner's go. - -| Trial | PR | Bucket | rep 1 | rep 2 | mean | per-dim means (mf/re/tq) | -|---|---|:---:|:---:|:---:|:---:|---| -| FjYQ3XQ | #21 | A | 0.59 | 0.61 | 0.600 | 34.0 / 16 / 10 | -| aGTFmDh | #16 | B | 0.59 | 0.61 | 0.600 | 27.0 / 22 / 11 | -| qHCAtXV | #14 | B | 0.49 | 0.51 | 0.500 | 24.0 / 20 / 6 | -| ZvSsnyg | #13 | C | 0.55 | 0.55 | 0.550 | 30.0 / 19 / 6 (identical reps) | -| 4njch2w | #18 | D | 0.45 | 0.44 | 0.445 | 29.5 / 5 / 10, precheck cap standby | - -**SUBSET COMPLETE (10/10). Formal check verdict (calibration_round2_check.py):** - -``` -[PASS] repeatability worst std 1.41/50 = 2.8% of scale (v1 worst: 20%) -[PASS] judge-model gap n/a with one judge (passes trivially) -[FAIL] human agreement spearman 0.763 < 0.8; separation violated: - #21 == #16 == 0.600 (A/B tie), #13 0.550 > #14 0.500 (C>B) -[PASS] disjointness worst |r| = 0.372 (mf~tq); mf~re -0.34, re~tq -0.30 (n=5!) -[FAIL] #21 model_fit>=38 mean 34.0 (v2.1 simulation lifts it to 41) -[PASS] #13 dethroned rank 3, model_fit 30 <= 36 -[PASS] #18 cap+floor normalized 0.445 <= 0.45, restraint 5 <= 8 -[ OK] anti-gaming guard silent (max test_quality 11 < 18) -``` - -Both FAILs are exactly the two v2.0 defects the pending M1/M4/M5 edits address; the -v2.1 simulation (below) restores strict reference order. Next per owner's decision: -corroborate verdict patterns with a cheaper judge before applying any edit. - -Repeatability so far: all |Δ| within limits (worst: model_fit Δ2 on #14 — M7 verdict -wobble). v1 comparison: same five scored 0.77/0.72/0.70/0.94/0.84 (order inverted in -two places); v2.0 fixes the poles but shows two ordering defects (below). - -## Two measured ordering defects of rubric v2.0 - -1. **Top tie**: #21 (A) == #16 (B) == 0.59 at n=1. #21 wins model_fit (33 vs 26), loses - restraint (16 vs 22 — its List→IEnumerable rewrite + OfferModifier.cs off-touchpoint - + AGENTS.md). -2. **B/C inversion (confirmed on n=2 means)**: #13 (C) 0.550 > #14 (B) 0.500. - -## Check-level cause matrix (from Fable's reasoning, verdicts stable across reps) - -| Check | #21 (A) | #16 (B) | #14 (B) | #13 (C) | -|---|:---:|:---:|:---:|:---:| -| M1 closure & purity | FULL | PARTIAL (seq. await) | PARTIAL (seq. await) | FULL | -| M2 policy in factory | FULL | FULL | FULL | FULL | -| M3 canonical type | PARTIAL | PARTIAL | PARTIAL | PARTIAL | -| M4 no phantoms | PARTIAL (empty aggregate) | PARTIAL (0%-guard in ApplyOn) | PARTIAL | PARTIAL | -| M5 explicit interaction | NONE (silent, after) | PARTIAL (after, stated in comment) | NONE (silent, after) | NONE (**before** the chain) | -| M6 failure ≠ measurement | **FULL** (Unavailable state) | NONE | NONE | NONE | -| M7 proportionate seam | PARTIAL | PARTIAL | PARTIAL↔FULL (wobble) | FULL | - -## Proposed v2.1 edits (three, surgical — NOT applied) - -1. **M1**: sequential-instead-of-parallel awaiting stops degrading to PARTIAL (style - note at FULL); PARTIAL reserved for closures capturing more than resolved values. - Rationale: the hard invariant (once, value-closed, pure) is fully met — half the - heaviest check for a style nuance is disproportionate. Effect: +5 for #14 and #16. -2. **M5**: introduce a middle tier — PARTIAL for stacking applied AFTER the existing - chain (silent or stated); NONE reserved for application BEFORE the chain (feeding - discounted quotes into IndividualSalesConditions' min()) or tests canonizing - compounding. Rationale: v2.0's floor equates two qualitatively different sins; the - owner's review ranked before-the-chain as the worst variant. Effect: +3 for #21 and - #14; #13 stays 0; #16 unchanged (already PARTIAL via stated comment). -3. **M4**: rules filtered in the factory against once-fetched conditions with an - always-present (possibly empty) SHARED aggregate upgrades to FULL; PARTIAL reserved - for self-disabling modifiers (condition inside ApplyOn); NONE for named null-object - classes. Rationale: the owner called #21's shape "the only implementation of the - recipe: add to the aggregation ONLY when the weather qualifies". Effect: +4 for #21. - -## Simulation on the already-collected verdicts (no new evals needed) - -``` - v2.0 measured v2.1 simulated reference bucket -#21 0.59 0.66 A (1st) -#16 0.59 <- tie 0.64 B -#14 0.500 <- below C 0.58 B -#13 0.550 0.55 C -#18 0.445 (cap) 0.445 (cap) D (last) -``` - -Order under v2.1 = exactly the human reference, with sane gaps. Caveats: -(a) #16/#21 rows rest on n=1 until their second reps land; (b) simulation reuses -v2.0 verdicts — a live v2.1 confirmation run is still required before acceptance. - -## Application protocol (when approved) - -1. Corroborate the M1/M5/M4 verdict patterns with a cheaper judge (Sonnet full 13×2 - pass planned; Opus 4.8 and codex subset later - judge-matrix in - CALIBRATION_ROUND2_2026-07-07.md). -2. Edit `tasks/ddd-weather-discount/assessment_criteria.md` (checks M1, M4, M5 only). -3. **Bump the version marker inside `assessment_dimensions.json`** (e.g. suffix in a - description) — criteria edits do NOT change the fingerprint by themselves, and - without a bump v2.1 evals would silently mix into v2.0 summary groups (same - confound class the owner vetoed for max_turns; note: evaluator params like - max_turns are not fingerprinted at all — recording them in eval JSONs is a separate - TODO on PR #75). -4. Re-run the acceptance assertions (`calibration_round2_check.py`) on the v2.1 group. - -## Other fixed decisions of this round (owner-approved) - -- max_turns stays 60 — comparability with existing evals; no criteria "reading - economy" edits either. -- Judge cost reality: ~40% of a 5h Max-5x window per Fable eval → full plans only - after Max 20x; cheap-model statistics first. -- Reference buckets: A={FjYQ3XQ}, B={2yQqBnm,3vwBnrU,qHCAtXV,aGTFmDh,SnS5iHF}, - C={SuuU3yh,Kc8Es5k,ZvSsnyg,Jyu9YsY,cE8V77t}, D={4njch2w,URtZnzf}. diff --git a/examples/ddd-architectural-challenges/assets/raw_scores_grid_en.png b/examples/ddd-architectural-challenges/assets/raw_scores_grid_en.png deleted file mode 100644 index 9ea06d83e153565cf3b2bbf55b6d0de172bab70b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 104785 zcmeFZcTkgE+b_{r8z~_MX|9aWLYftb48N`dzgq$$6CjCr6uAtfboxyvh-e`)1w{$XOKY&ps{R7YUGk z5Qx?t4Woec`Qbx8XZki9R#2HIZgJM}&fJgv>&p2r&#r_YJj1PVQh=xU3HHgshYvNz 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zoH%z|X$w{O{8gwW`f16AEd{-(K2JMeXZ7|wH44M-sxf(&@^tMIzYwkK z{?gWGfjh%T^=~#YC2D7?BS8TLix3ltidFrWU-r)f|B*}c&z%YI=p+4;q4}WuO7)V; zz&&clKVRO4@Vcm#N_DB6=k>1%m1{qI69=Tn{hd6w|7Z9BgWBrizqGY~fA4=>od1!4 g{`=WS#-BDKb8`umSMOA2Zq0kMOK_9Ii+7^_57KAA#sB~S diff --git a/examples/ddd-architectural-challenges/calibration_round2_eval_one.sh b/examples/ddd-architectural-challenges/calibration_round2_eval_one.sh deleted file mode 100755 index 435c163c..00000000 --- a/examples/ddd-architectural-challenges/calibration_round2_eval_one.sh +++ /dev/null @@ -1,20 +0,0 @@ -#!/bin/bash -# ONE Fable evaluation on a single trial (cost-bounded iteration). -# Usage: fable-one.sh -set -u -export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" -cd "$(dirname "$0")" -SUFFIX=${1:?suffix} -TMPJOB=jobs/calibration-round2-one -rm -rf "$TMPJOB"; mkdir -p "$TMPJOB" -TRIAL=$(cd "jobs/calibration-round2/ddd-weather-discount__${SUFFIX}" && pwd -P) -ln -sfn "$TRIAL" "$TMPJOB/ddd-weather-discount__${SUFFIX}" -uv run nasde eval "$TMPJOB" -C . --eval-model claude-fable-5 --eval-backend claude \ - --eval-repetitions 1 --max-concurrent-eval 1 -rc=$? -latest=$(ls -t "$TRIAL"/assessment_eval_*.json 2>/dev/null | head -1) -if [ -n "$latest" ]; then - echo "=== wynik ===" - jq -c '{model: .evaluator_model, normalized: .normalized_score, dims: [.dimensions[] | {(.name): .score}], cap: .precheck.normalized_score_cap, cap_applied: .precheck.normalized_score_cap_applied, duration_sec}' "$latest" -fi -exit $rc diff --git a/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh b/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh deleted file mode 100755 index 4a581253..00000000 --- a/examples/ddd-architectural-challenges/calibration_round2_fable_subset.sh +++ /dev/null @@ -1,70 +0,0 @@ -#!/bin/bash -# Fable subset pass — approved plan 2026-07-07: -# 5 stratified trials x 2 reps, max_turns untouched (comparability), -# concurrency 1, zero-progress => sleep 20 min (window reset), resume. -# Run ONLY after Max 20x is active. -set -u -export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" -cd "$(dirname "$0")" - -FP=$(uv run python -c "from nasde_toolkit.evaluator import _dimensions_fingerprint; from pathlib import Path; print(_dimensions_fingerprint(Path('tasks/ddd-weather-discount/assessment_dimensions.json')))") -MODEL=claude-fable-5 -TARGET=2 -SUBSET=(FjYQ3XQ 4njch2w ZvSsnyg aGTFmDh qHCAtXV) # A, D, C-lider-v1, B-rozstrzał, B-zaniżony -JOB=jobs/calibration-round2 -TMPJOB=jobs/calibration-round2-fable-topup -MAX_STALLS=24 - -count_evals() { - local dir=$1 n=0 f - for f in "$dir"/assessment_eval_*.json; do - [ -e "$f" ] || continue - if jq -e --arg fp "$FP" --arg m "$MODEL" \ - 'select(.dimensions_fingerprint==$fp and .evaluator_model==$m)' "$f" >/dev/null 2>&1; then - n=$((n+1)) - fi - done - echo "$n" -} - -missing_total() { - local total=0 t d n - for t in "${SUBSET[@]}"; do - d="$JOB/ddd-weather-discount__${t}" - [ -e "$d" ] || { echo "ERROR: brak triala $t w $JOB" >&2; exit 1; } - n=$(count_evals "$d") - [ "$n" -lt "$TARGET" ] && total=$((total + TARGET - n)) - done - echo "$total" -} - -stalls=0 -while true; do - rm -rf "$TMPJOB"; mkdir -p "$TMPJOB" - before=$(missing_total) - [ "$before" -eq 0 ] && break - for t in "${SUBSET[@]}"; do - d="$JOB/ddd-weather-discount__${t}" - n=$(count_evals "$d") - if [ "$n" -lt "$TARGET" ]; then - ln -sfn "$(cd "$d" && pwd -P)" "$TMPJOB/$(basename "$d")" - fi - done - echo "[$(date '+%F %T')] brakuje $before ocen (subset 5x$TARGET) — pass" - uv run nasde eval "$TMPJOB" -C . \ - --eval-model "$MODEL" --eval-backend claude \ - --eval-repetitions 1 --max-concurrent-eval 1 || true - after=$(missing_total) - echo "[$(date '+%F %T')] pass: $before -> $after" - if [ "$after" -ge "$before" ]; then - stalls=$((stalls+1)) - [ "$stalls" -ge "$MAX_STALLS" ] && { echo "GIVING UP po $stalls jałowych passach"; exit 1; } - echo "brak postępu (stall $stalls/$MAX_STALLS) — okno wyczerpane; sen 20 min" - sleep 1200 - else - stalls=0 - fi -done - -echo "[$(date '+%F %T')] DONE: subset 5 triali x $TARGET oceny Fable" -uv run python calibration_round2_check.py "$JOB" -C . || true diff --git a/examples/ddd-architectural-challenges/calibration_round2_restore.sh b/examples/ddd-architectural-challenges/calibration_round2_restore.sh deleted file mode 100755 index 8d20bf0b..00000000 --- a/examples/ddd-architectural-challenges/calibration_round2_restore.sh +++ /dev/null @@ -1,41 +0,0 @@ -#!/bin/bash -# Restore a ddd-weather-discount trial dir from the calibration sink, for trials -# whose local jobs/ artifacts are gone (published PRs outlive local job dirs). -# -# Rebuilds the evaluator contract exactly: -# - workspace git where HEAD = start state (sink base branch) and the agent's -# work is applied UNCOMMITTED (diff base..calib, .calibration excluded), -# - minimal result.json / config.json synthesized from the sink's -# .calibration/metrics.json (task_id.path pinned to the local task dir). -# -# Usage: ./calibration_round2_restore.sh -set -euo pipefail -SUFFIX=${1:?trial suffix required (e.g. FjYQ3XQ)} -DEST_JOB=${2:?dest job dir required} -SINK_URL=${NASDE_SINK_URL:-https://github.com/NoesisVision/nasde-calibration.git} -BASE_BRANCH=base/itlibrium-DDD-starter-dotnet-7950712 -CALIB_BRANCH="calib/itlibrium-DDD-starter-dotnet-7950712/ddd-weather-discount__${SUFFIX}" - -TRIAL_DIR="$DEST_JOB/ddd-weather-discount__${SUFFIX}" -WS="$TRIAL_DIR/artifacts/workspace" -if [ -e "$TRIAL_DIR" ]; then echo "already exists: $TRIAL_DIR"; exit 0; fi -mkdir -p "$WS" - -git -C "$WS" init -q -git -C "$WS" fetch -q --depth 1 "$SINK_URL" \ - "$BASE_BRANCH:refs/heads/sink-base" \ - "$CALIB_BRANCH:refs/heads/sink-calib" -git -C "$WS" checkout -q sink-base - -# Agent's work as uncommitted changes (evaluator/publisher convention). -git -C "$WS" diff sink-base sink-calib -- . ':(exclude).calibration' | git -C "$WS" apply - -# Trial metadata from the sink's calibration bundle. -git -C "$WS" show "sink-calib:.calibration/metrics.json" > "$TRIAL_DIR/metrics.json" -jq '{task_name, source, trial_name, started_at, finished_at, - task_id: {path: "tasks/ddd-weather-discount"}, - verifier_result: {rewards: {reward: .harbor_reward}}}' \ - "$TRIAL_DIR/metrics.json" > "$TRIAL_DIR/result.json" -jq '{agent: {name: .agent_name}}' "$TRIAL_DIR/metrics.json" > "$TRIAL_DIR/config.json" - -echo "restored: $TRIAL_DIR (workspace HEAD = start state, agent diff uncommitted)" diff --git a/examples/ddd-architectural-challenges/calibration_round2_run.sh b/examples/ddd-architectural-challenges/calibration_round2_run.sh deleted file mode 100755 index 8982e2b8..00000000 --- a/examples/ddd-architectural-challenges/calibration_round2_run.sh +++ /dev/null @@ -1,66 +0,0 @@ -#!/bin/bash -# Calibration round 2 — judge-model matrix on the 13 reference trials. -# -# Matrix (edit MATRIX below to swap models): -# claude-fable-5 × claude backend (newest Claude, Mythos-class) -# claude-opus-4-8 × claude backend (newest Opus) -# gpt-5.5 × codex backend (best model confirmed available in -# codex CLI as of the June trials; check -# `codex exec --model` options and bump -# here if a newer one ships) -# -# Volume: 13 trials x 3 judges x 3 reps = 117 judge runs. Evals append to the -# original trial dirs as assessment_eval_.json; the v2 task-level dimensions -# give them a fresh fingerprint, so summaries never mix them with v1 groups. -# -# Steps: build symlink job dir -> run matrix -> acceptance check -> export to -# nasde-results -> commit (push with NASDE_RESULTS_PUSH=1). -set -euo pipefail -cd "$(dirname "$0")" - -JOB=jobs/calibration-round2 -TRIALS=(SuuU3yh Kc8Es5k 2yQqBnm 3vwBnrU ZvSsnyg qHCAtXV Jyu9YsY aGTFmDh SnS5iHF 4njch2w cE8V77t URtZnzf FjYQ3XQ) -MATRIX=( - "claude-fable-5 claude" - "claude-opus-4-8 claude" - "gpt-5.5 codex" -) -RESULTS_REPO="${NASDE_RESULTS_DIR:-$(pwd)/../../../nasde-results}" -EXPORT_DIR="$RESULTS_REPO/calibration-round2-ddd-weather-discount" - -# --- 1. assemble the reference job dir -------------------------------------- -# Local trials are symlinked; trials whose job dirs are gone (URtZnzf, FjYQ3XQ -# ran elsewhere) are restored from the calibration sink. -mkdir -p "$JOB" -for t in "${TRIALS[@]}"; do - [ -e "$JOB/ddd-weather-discount__${t}" ] && continue - src=$(find jobs -maxdepth 2 -type d -name "ddd-weather-discount__${t}" -not -path "*/calibration-round2/*" | head -1) - if [ -n "$src" ]; then - ln -sfn "$(pwd)/$src" "$JOB/ddd-weather-discount__${t}" - else - echo "trial ${t} not in local jobs/ — restoring from the calibration sink" - ./calibration_round2_restore.sh "$t" "$JOB" - fi -done -echo "Job dir ready: $JOB ($(ls "$JOB" | wc -l | tr -d ' ') trials)" - -# --- 2. judge matrix ---------------------------------------------------------- -for entry in "${MATRIX[@]}"; do - read -r model backend <<< "$entry" - echo "=== judge: $model ($backend) ===" - uv run nasde eval "$JOB" -C . --eval-model "$model" --eval-backend "$backend" --eval-repetitions 3 -done - -# --- 3. acceptance assertions (stop conditions) -------------------------------- -uv run python calibration_round2_check.py "$JOB" -C . || CHECK_FAILED=1 - -# --- 4. export results + commit (results survive even if jobs/ is cleared) ----- -uv run nasde results-export "$JOB" --to "$EXPORT_DIR" -C . -cp calibration_round2_check.py "$EXPORT_DIR/" 2>/dev/null || true -uv run python calibration_round2_check.py "$JOB" -C . > "$EXPORT_DIR/acceptance_report.txt" || true -git -C "$RESULTS_REPO" add calibration-round2-ddd-weather-discount -git -C "$RESULTS_REPO" commit -m "calibration round 2: judge matrix (fable-5 / opus-4.8 / gpt-5.5-codex) on 13 ddd-weather-discount trials, rubric v2 + acceptance report" -echo "Committed to $RESULTS_REPO." -if [ "${NASDE_RESULTS_PUSH:-0}" = "1" ]; then git -C "$RESULTS_REPO" push; fi - -exit "${CHECK_FAILED:-0}" diff --git a/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh b/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh deleted file mode 100755 index fd08da2a..00000000 --- a/examples/ddd-architectural-challenges/calibration_round2_stop_after_one.sh +++ /dev/null @@ -1,38 +0,0 @@ -#!/bin/bash -# Watchdog: kill the fable-driver loop the moment ONE new eval lands on disk, -# so the in-flight evaluation is not wasted but no further one runs. -set -u -export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" -cd "$(dirname "$0")" -FP=$(uv run python -c "from nasde_toolkit.evaluator import _dimensions_fingerprint; from pathlib import Path; print(_dimensions_fingerprint(Path('tasks/ddd-weather-discount/assessment_dimensions.json')))") -MODEL=claude-fable-5 -SUBSET=(FjYQ3XQ 4njch2w ZvSsnyg aGTFmDh qHCAtXV) - -count() { - local total=0 t f - for t in "${SUBSET[@]}"; do - for f in "jobs/calibration-round2/ddd-weather-discount__${t}"/assessment_eval_*.json; do - [ -e "$f" ] || continue - jq -e --arg fp "$FP" --arg m "$MODEL" \ - 'select(.dimensions_fingerprint==$fp and .evaluator_model==$m)' "$f" >/dev/null 2>&1 && total=$((total+1)) - done - done - echo "$total" -} - -BASE=$(count) -echo "watchdog: baseline $BASE evals; waiting for +1" -while true; do - cur=$(count) - if [ "$cur" -gt "$BASE" ]; then - echo "watchdog: eval landed ($BASE -> $cur) — stopping the loop" - pkill -TERM -f "fable-driver.sh" 2>/dev/null || true - sleep 1 - pkill -TERM -f "nasde eval jobs/calibration-round2-fable-topup" 2>/dev/null || true - sleep 1 - pkill -TERM -f -- "claude -p --output-format json" 2>/dev/null || true - echo "watchdog: stopped; total $MODEL evals on subset: $cur" - exit 0 - fi - sleep 15 -done diff --git a/examples/ddd-architectural-challenges/eval_topup.sh b/examples/ddd-architectural-challenges/eval_topup.sh deleted file mode 100755 index 5ad76632..00000000 --- a/examples/ddd-architectural-challenges/eval_topup.sh +++ /dev/null @@ -1,21 +0,0 @@ -#!/bin/bash -# Top up evaluations on an EXISTING job (no coding run) — used whenever a window -# limit or an interruption left a trial with an incomplete judge pair. -# -# Usage: eval_topup.sh -# eval_topup.sh 2026-07-10__14-30-58__claude-vanilla__opus48-van5 claude-fable-5 1 -# eval_topup.sh 2026-07-08__08-10-04__claude-vanilla__fable5-coder claude-opus-4-8 2 -set -u -export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" -cd /Users/szjanikowski/Documents/git/noesis/sdlc-projects/nasde-toolkit/examples/ddd-architectural-challenges - -JOB=${1:?job dir name} -JUDGE=${2:?judge model} -REPS=${3:?repetitions} - -uv run nasde eval "jobs/$JOB" -C . --eval-model "$JUDGE" --eval-backend claude \ - --eval-repetitions "$REPS" --max-concurrent-eval 1 -echo "########## RESULTS (all evals in $JOB) ##########" -for f in jobs/"$JOB"/*/assessment_eval_*.json; do - jq -c '{model: .evaluator_model, fp: .dimensions_fingerprint, norm: .normalized_score}' "$f" -done diff --git a/examples/ddd-architectural-challenges/grid_raw_scores_plot.py b/examples/ddd-architectural-challenges/grid_raw_scores_plot.py deleted file mode 100644 index 0cdc2820..00000000 --- a/examples/ddd-architectural-challenges/grid_raw_scores_plot.py +++ /dev/null @@ -1,153 +0,0 @@ -"""Grid strip plot v2 (trial shades + pair links) and judge test-retest plot.""" -from __future__ import annotations - -import json -from pathlib import Path - -import matplotlib.pyplot as plt - -JOBS = Path("/Users/szjanikowski/Documents/git/noesis/sdlc-projects/nasde-toolkit/examples/ddd-architectural-challenges/jobs") -FP = "37ffc5f460d2" - -ARMS: dict[tuple[str, str], list[str]] = { - ("Fable 5", "vanilla"): ["ayg7ckA", "Ss2F6dR", "CKEcWHg", "8ks7yf5"], - ("Fable 5", "hint"): ["7sJ9JK3", "b5jkaWo", "PuuJKHt", "E2soRnZ"], - ("Fable 5", "skill"): ["MNP2RGe", "qpCRH3A", "NZmadqg", "h3a65Ke"], - ("Opus 4.8", "vanilla"): ["GoWvUz6", "cyQyXFc", "JTgey8p", "Lozfurr"], - ("Opus 4.8", "hint"): ["YgcbZjf", "VoktgLb", "sSUYQp4", "a6okSgZ"], - ("Opus 4.8", "skill"): ["ZMX6Xbq", "TsjcHWY", "Bkwiqom", "F5vYATs"], -} -JUDGES = {"claude-fable-5": "Sędzia: Fable 5", "claude-opus-4-8": "Sędzia: Opus 4.8"} -CODER_COLOR = {"Fable 5": "#2a78d6", "Opus 4.8": "#1baf7a"} -INK = "#1a1a19" - - -def blend_to_white(hex_color: str, factor: float) -> str: - r, g, b = (int(hex_color[i : i + 2], 16) for i in (1, 3, 5)) - mix = tuple(round(c + (255 - c) * factor) for c in (r, g, b)) - return "#%02x%02x%02x" % mix - - -TRIAL_SHADE = [0.0, 0.22, 0.42, 0.58] - - -def collect() -> dict[tuple[str, str, str], list[list[float]]]: - out: dict[tuple[str, str, str], list[list[float]]] = {} - for (coder, config), trials in ARMS.items(): - for trial in trials: - per_judge: dict[str, list[float]] = {j: [] for j in JUDGES} - for f in sorted(JOBS.glob(f"*/ddd-weather-discount__{trial}/assessment_eval_*.json")): - d = json.loads(f.read_text()) - if d.get("dimensions_fingerprint") != FP: - continue - if d.get("evaluator_model") in per_judge: - per_judge[d["evaluator_model"]].append(d["normalized_score"]) - for judge, scores in per_judge.items(): - out.setdefault((judge, coder, config), []).append(scores) - return out - - -def grid_plot(data: dict) -> None: - fig, axes = plt.subplots(1, 2, figsize=(13, 5.8), sharey=True) - fig.suptitle( - "Wszystkie pomiary v2.3 — odcień = trial, łącznik = para ocen tego samego sędziego, " - "większa kropka = dwie identyczne oceny", - fontsize=11.5, color=INK, y=0.98, - ) - configs = ["vanilla", "hint", "skill"] - coders = ["Fable 5", "Opus 4.8"] - xpos = {("Fable 5", c): i for i, c in enumerate(configs)} - xpos.update({("Opus 4.8", c): 3.7 + i for i, c in enumerate(configs)}) - trial_off = [-0.21, -0.07, 0.07, 0.21] - - for ax, judge_id in zip(axes, JUDGES): - ax.set_title(JUDGES[judge_id], fontsize=11, color=INK) - ax.grid(axis="y", color="#e4e3dc", linewidth=0.8, zorder=0) - for coder in coders: - for config in configs: - x0 = xpos[(coder, config)] - trials = data.get((judge_id, coder, config), []) - all_scores = [s for t in trials for s in t] - for ti, scores in enumerate(trials): - x = x0 + trial_off[ti] - col = blend_to_white(CODER_COLOR[coder], TRIAL_SHADE[ti]) - tie = len(scores) == 2 and abs(scores[0] - scores[1]) < 1e-9 - if len(scores) == 2 and not tie: - ax.plot([x, x], scores, color=col, linewidth=2.2, zorder=2, solid_capstyle="round") - for s in set(scores) if tie else scores: - ax.scatter( - x, s, s=150 if tie else 68, zorder=3, color=col, - edgecolors="white", linewidths=1.2, - ) - if all_scores: - mean = sum(all_scores) / len(all_scores) - ax.hlines(mean, x0 - 0.3, x0 + 0.3, color=INK, linewidth=1.6, zorder=4) - ax.annotate(f"{mean:.3f}", (x0, mean), textcoords="offset points", - xytext=(0, 8), ha="center", fontsize=8.5, color=INK, - fontweight="bold", zorder=5) - ax.set_xticks([xpos[(c, k)] for c in coders for k in configs]) - ax.set_xticklabels(configs * 2, fontsize=9.5, color="#444") - for coder, center in (("Fable 5", 1.0), ("Opus 4.8", 4.7)): - ax.annotate(coder, (center, -0.115), xycoords=("data", "axes fraction"), - ha="center", fontsize=10.5, color=CODER_COLOR[coder], fontweight="bold") - ax.set_xlim(-0.6, 6.3) - ax.tick_params(axis="y", labelsize=9, colors="#444") - for sp in ("top", "right"): - ax.spines[sp].set_visible(False) - for sp in ("left", "bottom"): - ax.spines[sp].set_color("#c3c2b7") - axes[0].set_ylabel("wynik znormalizowany (v2.3)", fontsize=10, color="#444") - axes[0].set_ylim(0.5, 1.0) - fig.tight_layout(rect=(0, 0.02, 1, 0.95)) - out = Path(__file__).with_name("raw_scores_grid_v3.png") - fig.savefig(out, dpi=160, facecolor="white") - print("saved:", out) - - -def retest_plot(data: dict) -> None: - fig, ax = plt.subplots(figsize=(6.4, 6.0)) - fig.suptitle("Powtarzalność sędziów: ocena #1 vs ocena #2 tego samego triala", fontsize=11.5, color=INK) - ax.plot([0.5, 1.0], [0.5, 1.0], color="#c3c2b7", linewidth=1.2, zorder=1) - stats: dict[str, list[float]] = {j: [] for j in JUDGES} - ties = {j: 0 for j in JUDGES} - n_pairs = {j: 0 for j in JUDGES} - judge_color = {"claude-fable-5": "#2a78d6", "claude-opus-4-8": "#1baf7a"} - for (judge, _c, _k), trials in data.items(): - for scores in trials: - if len(scores) != 2: - continue - a, b = sorted(scores) - n_pairs[judge] += 1 - stats[judge].append(abs(a - b)) - if abs(a - b) < 1e-9: - ties[judge] += 1 - ax.scatter(a, b, s=64, color=judge_color[judge], edgecolors="white", - linewidths=1.2, zorder=3, alpha=0.9) - ax.set_xlabel("niższa z pary ocen", fontsize=10, color="#444") - ax.set_ylabel("wyższa z pary ocen", fontsize=10, color="#444") - ax.set_xlim(0.5, 1.0) - ax.set_ylim(0.5, 1.0) - ax.set_aspect("equal") - ax.grid(color="#efeee8", linewidth=0.8, zorder=0) - for sp in ("top", "right"): - ax.spines[sp].set_visible(False) - handles = [] - for judge, label in JUDGES.items(): - mad = sum(stats[judge]) / len(stats[judge]) - handles.append(plt.Line2D([], [], marker="o", linestyle="", markersize=8, - markerfacecolor=judge_color[judge], markeredgecolor="white", - label=f"{label} (śr. |Δ|={mad:.3f}, identyczne: {ties[judge]}/{n_pairs[judge]})")) - print(f"{label}: pairs={n_pairs[judge]} mean|d|={mad:.4f} ties={ties[judge]} max|d|={max(stats[judge]):.3f}") - ax.legend(handles=handles, loc="upper left", fontsize=8.6, frameon=False) - ax.annotate("punkt na przekątnej = sędzia ocenił identycznie dwa razy", - (0.98, 0.515), ha="right", fontsize=8.5, color="#777") - fig.tight_layout(rect=(0, 0, 1, 0.96)) - out = Path(__file__).with_name("judge_retest.png") - fig.savefig(out, dpi=160, facecolor="white") - print("saved:", out) - - -if __name__ == "__main__": - d = collect() - grid_plot(d) - retest_plot(d) diff --git a/examples/ddd-architectural-challenges/grid_raw_scores_plot_en.py b/examples/ddd-architectural-challenges/grid_raw_scores_plot_en.py deleted file mode 100644 index a5e2f0ed..00000000 --- a/examples/ddd-architectural-challenges/grid_raw_scores_plot_en.py +++ /dev/null @@ -1,153 +0,0 @@ -"""Grid strip plot v2 (trial shades + pair links) and judge test-retest plot.""" -from __future__ import annotations - -import json -from pathlib import Path - -import matplotlib.pyplot as plt - -JOBS = Path("/Users/szjanikowski/Documents/git/noesis/sdlc-projects/nasde-toolkit/examples/ddd-architectural-challenges/jobs") -FP = "37ffc5f460d2" - -ARMS: dict[tuple[str, str], list[str]] = { - ("Fable 5", "vanilla"): ["ayg7ckA", "Ss2F6dR", "CKEcWHg", "8ks7yf5"], - ("Fable 5", "hint"): ["7sJ9JK3", "b5jkaWo", "PuuJKHt", "E2soRnZ"], - ("Fable 5", "skill"): ["MNP2RGe", "qpCRH3A", "NZmadqg", "h3a65Ke"], - ("Opus 4.8", "vanilla"): ["GoWvUz6", "cyQyXFc", "JTgey8p", "Lozfurr"], - ("Opus 4.8", "hint"): ["YgcbZjf", "VoktgLb", "sSUYQp4", "a6okSgZ"], - ("Opus 4.8", "skill"): ["ZMX6Xbq", "TsjcHWY", "Bkwiqom", "F5vYATs"], -} -JUDGES = {"claude-fable-5": "Judge: Fable 5", "claude-opus-4-8": "Judge: Opus 4.8"} -CODER_COLOR = {"Fable 5": "#2a78d6", "Opus 4.8": "#1baf7a"} -INK = "#1a1a19" - - -def blend_to_white(hex_color: str, factor: float) -> str: - r, g, b = (int(hex_color[i : i + 2], 16) for i in (1, 3, 5)) - mix = tuple(round(c + (255 - c) * factor) for c in (r, g, b)) - return "#%02x%02x%02x" % mix - - -TRIAL_SHADE = [0.0, 0.22, 0.42, 0.58] - - -def collect() -> dict[tuple[str, str, str], list[list[float]]]: - out: dict[tuple[str, str, str], list[list[float]]] = {} - for (coder, config), trials in ARMS.items(): - for trial in trials: - per_judge: dict[str, list[float]] = {j: [] for j in JUDGES} - for f in sorted(JOBS.glob(f"*/ddd-weather-discount__{trial}/assessment_eval_*.json")): - d = json.loads(f.read_text()) - if d.get("dimensions_fingerprint") != FP: - continue - if d.get("evaluator_model") in per_judge: - per_judge[d["evaluator_model"]].append(d["normalized_score"]) - for judge, scores in per_judge.items(): - out.setdefault((judge, coder, config), []).append(scores) - return out - - -def grid_plot(data: dict) -> None: - fig, axes = plt.subplots(1, 2, figsize=(13, 5.8), sharey=True) - fig.suptitle( - "All v2.3 measurements — shade = trial, connector = the judge's score pair, " - "larger dot = two identical scores", - fontsize=11.5, color=INK, y=0.98, - ) - configs = ["vanilla", "hint", "skill"] - coders = ["Fable 5", "Opus 4.8"] - xpos = {("Fable 5", c): i for i, c in enumerate(configs)} - xpos.update({("Opus 4.8", c): 3.7 + i for i, c in enumerate(configs)}) - trial_off = [-0.21, -0.07, 0.07, 0.21] - - for ax, judge_id in zip(axes, JUDGES): - ax.set_title(JUDGES[judge_id], fontsize=11, color=INK) - ax.grid(axis="y", color="#e4e3dc", linewidth=0.8, zorder=0) - for coder in coders: - for config in configs: - x0 = xpos[(coder, config)] - trials = data.get((judge_id, coder, config), []) - all_scores = [s for t in trials for s in t] - for ti, scores in enumerate(trials): - x = x0 + trial_off[ti] - col = blend_to_white(CODER_COLOR[coder], TRIAL_SHADE[ti]) - tie = len(scores) == 2 and abs(scores[0] - scores[1]) < 1e-9 - if len(scores) == 2 and not tie: - ax.plot([x, x], scores, color=col, linewidth=2.2, zorder=2, solid_capstyle="round") - for s in set(scores) if tie else scores: - ax.scatter( - x, s, s=150 if tie else 68, zorder=3, color=col, - edgecolors="white", linewidths=1.2, - ) - if all_scores: - mean = sum(all_scores) / len(all_scores) - ax.hlines(mean, x0 - 0.3, x0 + 0.3, color=INK, linewidth=1.6, zorder=4) - ax.annotate(f"{mean:.3f}", (x0, mean), textcoords="offset points", - xytext=(0, 8), ha="center", fontsize=8.5, color=INK, - fontweight="bold", zorder=5) - ax.set_xticks([xpos[(c, k)] for c in coders for k in configs]) - ax.set_xticklabels(configs * 2, fontsize=9.5, color="#444") - for coder, center in (("Fable 5", 1.0), ("Opus 4.8", 4.7)): - ax.annotate(coder, (center, -0.115), xycoords=("data", "axes fraction"), - ha="center", fontsize=10.5, color=CODER_COLOR[coder], fontweight="bold") - ax.set_xlim(-0.6, 6.3) - ax.tick_params(axis="y", labelsize=9, colors="#444") - for sp in ("top", "right"): - ax.spines[sp].set_visible(False) - for sp in ("left", "bottom"): - ax.spines[sp].set_color("#c3c2b7") - axes[0].set_ylabel("normalized score (v2.3)", fontsize=10, color="#444") - axes[0].set_ylim(0.5, 1.0) - fig.tight_layout(rect=(0, 0.02, 1, 0.95)) - out = Path(__file__).with_name("raw_scores_grid_en.png") - fig.savefig(out, dpi=160, facecolor="white") - print("saved:", out) - - -def retest_plot(data: dict) -> None: - fig, ax = plt.subplots(figsize=(6.4, 6.0)) - fig.suptitle("Judge repeatability: score #1 vs score #2 on the same trial", fontsize=11.5, color=INK) - ax.plot([0.5, 1.0], [0.5, 1.0], color="#c3c2b7", linewidth=1.2, zorder=1) - stats: dict[str, list[float]] = {j: [] for j in JUDGES} - ties = {j: 0 for j in JUDGES} - n_pairs = {j: 0 for j in JUDGES} - judge_color = {"claude-fable-5": "#2a78d6", "claude-opus-4-8": "#1baf7a"} - for (judge, _c, _k), trials in data.items(): - for scores in trials: - if len(scores) != 2: - continue - a, b = sorted(scores) - n_pairs[judge] += 1 - stats[judge].append(abs(a - b)) - if abs(a - b) < 1e-9: - ties[judge] += 1 - ax.scatter(a, b, s=64, color=judge_color[judge], edgecolors="white", - linewidths=1.2, zorder=3, alpha=0.9) - ax.set_xlabel("lower score of the pair", fontsize=10, color="#444") - ax.set_ylabel("higher score of the pair", fontsize=10, color="#444") - ax.set_xlim(0.5, 1.0) - ax.set_ylim(0.5, 1.0) - ax.set_aspect("equal") - ax.grid(color="#efeee8", linewidth=0.8, zorder=0) - for sp in ("top", "right"): - ax.spines[sp].set_visible(False) - handles = [] - for judge, label in JUDGES.items(): - mad = sum(stats[judge]) / len(stats[judge]) - handles.append(plt.Line2D([], [], marker="o", linestyle="", markersize=8, - markerfacecolor=judge_color[judge], markeredgecolor="white", - label=f"{label} (mean |Δ|={mad:.3f}, identical: {ties[judge]}/{n_pairs[judge]})")) - print(f"{label}: pairs={n_pairs[judge]} mean|d|={mad:.4f} ties={ties[judge]} max|d|={max(stats[judge]):.3f}") - ax.legend(handles=handles, loc="upper left", fontsize=8.6, frameon=False) - ax.annotate("a point on the diagonal = the judge scored identically twice", - (0.98, 0.515), ha="right", fontsize=8.5, color="#777") - fig.tight_layout(rect=(0, 0, 1, 0.96)) - out = Path(__file__).with_name("judge_retest_en.png") - fig.savefig(out, dpi=160, facecolor="white") - print("saved:", out) - - -if __name__ == "__main__": - d = collect() - grid_plot(d) - retest_plot(d) diff --git a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md index 4a9f2e53..fcd03b77 100644 --- a/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md +++ b/examples/ddd-architectural-challenges/tasks/ddd-weather-discount/assessment_criteria.md @@ -1,7 +1,8 @@ # Assessment Criteria: Weather-Based Discount (v2.3, calibrated 2026-07) v2.1 recalibrated three model_fit checks (M1, M4, M5) from the measured Fable subset -(see CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md): style is no longer priced as an +(round-2 calibration; method and acceptance criteria in +`../../CALIBRATION_ROUND2_2026-07-07.md`): style is no longer priced as an invariant (M1), the factory-filtered empty-aggregate shape earns full credit (M4), and stacking-after is separated from applying-before-the-chain (M5). v2.2 adds the findings of the live verification: a justified, tested bug fix in pre-existing code diff --git a/examples/ddd-architectural-challenges/trial_probe.sh b/examples/ddd-architectural-challenges/trial_probe.sh deleted file mode 100755 index 485109d8..00000000 --- a/examples/ddd-architectural-challenges/trial_probe.sh +++ /dev/null @@ -1,70 +0,0 @@ -#!/bin/bash -# One trial end-to-end, the pattern battle-tested in the 2026-07 Fable/Opus grid: -# token preflight -> guards -> coding run -> smoke check -> 2x Fable + 2x Opus evals. -# -# Usage: trial_probe.sh [smoke-grep-in-workspace-CLAUDE.md] -# trial_probe.sh claude-vanilla claude-fable-5 fable5-van6 -# trial_probe.sh claude-deeper-hint claude-opus-4-8 opus48-deeperhint5 "think deeply" -# trial_probe.sh claude-ntcoding-tactical-ddd claude-opus-4-8 opus48-ntcoding5 tactical-ddd -# -# Judges are fixed (claude-fable-5 x2, claude-opus-4-8 x2) — edit below if the -# judge pair changes. Run from anywhere; paths are absolute. -set -u -export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" -cd /Users/szjanikowski/Documents/git/noesis/sdlc-projects/nasde-toolkit/examples/ddd-architectural-challenges - -VARIANT=${1:?variant} -MODEL=${2:?coder model} -SUFFIX=${3:?job suffix} -SMOKE=${4:-} - -# --- token preflight: refresh via cheap keychain-auth ping when < 100 min left -# (a machine restart once rotated the token mid-run and burned a trial on 401s). -unset CLAUDE_CODE_OAUTH_TOKEN 2>/dev/null || true -CJ=$(security find-generic-password -s "Claude Code-credentials" -w 2>/dev/null || true) -REMAIN=$(printf '%s' "$CJ" | jq -r '(((.claudeAiOauth.expiresAt // 0) - now*1000)/60000)|floor' 2>/dev/null || echo 0) -echo "token valid_min: $REMAIN" -if [ "${REMAIN:-0}" -lt 100 ]; then - echo "token stale -> forcing CLI refresh (haiku ping)" - claude --model claude-haiku-4-5-20251001 -p "ok" >/dev/null 2>&1 || true - CJ=$(security find-generic-password -s "Claude Code-credentials" -w 2>/dev/null || true) -fi -TOKEN=$(printf '%s' "$CJ" | jq -r '.claudeAiOauth.accessToken // .accessToken // empty') -unset CJ -[ -z "$TOKEN" ] && { echo "ERROR: no token"; exit 1; } -export CLAUDE_CODE_OAUTH_TOKEN="$TOKEN"; unset TOKEN -echo "token: extracted (not shown)" - -[ -f "variants/$VARIANT/CLAUDE.md" ] || { echo "ERROR: variants/$VARIANT/CLAUDE.md missing"; exit 1; } -grep -q "Fit into the existing DDD architecture" tasks/ddd-weather-discount/instruction.md \ - || { echo "ERROR: instruction.md is not canonical"; exit 1; } - -echo "########## STAGE 1: coding run ($VARIANT, $MODEL, xhigh) ##########" -uv run nasde run --variant "$VARIANT" --tasks ddd-weather-discount \ - --model "$MODEL" --effort xhigh --timeout 3600 --without-eval \ - --job-suffix "$SUFFIX" -C . -rc=$?; echo "=== nasde run exit: $rc ==="; [ $rc -ne 0 ] && exit $rc - -job=$(ls -td jobs/*"$SUFFIX"* 2>/dev/null | head -1) -trial=$(ls -d "$job"/ddd-weather-discount__* 2>/dev/null | head -1) -[ -z "$trial" ] && { echo "ERROR: no trial dir"; exit 1; } -jq -c '{trial_name, harbor_reward: (.verifier_result.rewards.reward // null), exception: (.exception_info != null)}' "$trial/result.json" - -ws="$trial/artifacts/workspace" -if [ -n "$SMOKE" ]; then - grep -q "$SMOKE" "$ws/CLAUDE.md" 2>/dev/null && echo "SMOKE OK: '$SMOKE' in workspace CLAUDE.md" || echo "SMOKE WARN: '$SMOKE' not found" -else - [ -f "$ws/CLAUDE.md" ] && echo "SMOKE OK: CLAUDE.md mounted" || echo "SMOKE WARN: no CLAUDE.md" -fi -[ -d "$ws/.git" ] && git -C "$ws" diff HEAD --stat | tail -6 && git -C "$ws" ls-files --others --exclude-standard | sed 's/^/ NEW: /' | head -20 - -echo "########## STAGE 2: 2x Fable evals ##########" -uv run nasde eval "$job" -C . --eval-model claude-fable-5 --eval-backend claude --eval-repetitions 2 --max-concurrent-eval 1 -echo "########## STAGE 3: 2x Opus evals ##########" -uv run nasde eval "$job" -C . --eval-model claude-opus-4-8 --eval-backend claude --eval-repetitions 2 --max-concurrent-eval 1 - -echo "########## RESULTS ##########" -for f in "$trial"/assessment_eval_*.json; do - jq -c '{model: .evaluator_model, fp: .dimensions_fingerprint, norm: .normalized_score, dims: [.dimensions[] | {(.name): .score}]}' "$f" -done -echo "########## PROBE DONE ##########" From 541087e200ecd944a5919331607c631a1038f6c1 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Mon, 20 Jul 2026 12:24:08 +0200 Subject: [PATCH 57/59] fix: pass precheck workspace path POSIX-style for JSON-safe output on Windows str(workspace_path) yields backslash paths on Windows; a precheck.sh that embeds $1 in its JSON output then produces invalid escapes, degrading the precheck to empty. as_posix() is identical on POSIX and JSON-safe everywhere. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- src/nasde_toolkit/evaluator.py | 5 +++-- tests/test_evaluator.py | 2 +- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/src/nasde_toolkit/evaluator.py b/src/nasde_toolkit/evaluator.py index 471b9d07..30f7c84f 100644 --- a/src/nasde_toolkit/evaluator.py +++ b/src/nasde_toolkit/evaluator.py @@ -417,7 +417,8 @@ def _run_precheck(task_dir: Path, workspace_path: Path) -> str: """Run the task's optional deterministic pre-check and return its JSON output. A task may ship an executable ``precheck.sh`` next to its rubric. It receives - the trial workspace path as ``$1`` and must print a single JSON object to + the trial workspace path as ``$1`` (POSIX-style, so scripts may embed it in + JSON on any platform) and must print a single JSON object to stdout: signals computed mechanically (typically git-level restraint checks) that the LLM judge cannot compute itself, since it only has Read/Glob/Grep. The output is injected verbatim into the judge prompt and recorded in the @@ -429,7 +430,7 @@ def _run_precheck(task_dir: Path, workspace_path: Path) -> str: return "" try: proc = subprocess.run( - ["bash", str(script), str(workspace_path)], + ["bash", str(script), workspace_path.as_posix()], capture_output=True, text=True, timeout=PRECHECK_TIMEOUT_SEC, diff --git a/tests/test_evaluator.py b/tests/test_evaluator.py index b0b78777..1d7c14ab 100644 --- a/tests/test_evaluator.py +++ b/tests/test_evaluator.py @@ -677,7 +677,7 @@ def test_run_precheck_returns_json_and_passes_workspace_arg(tmp_path: Path) -> N (task_dir / "precheck.sh").write_text('#!/bin/bash\nprintf \'{"workspace": "%s"}\' "$1"\n', encoding="utf-8") workspace = tmp_path / "ws" output = _run_precheck(task_dir, workspace) - assert json.loads(output) == {"workspace": str(workspace)} + assert json.loads(output) == {"workspace": workspace.as_posix()} def test_run_precheck_missing_script_returns_empty(tmp_path: Path) -> None: From 62337d658f526a93caa45c80356bfe0e0747861b Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Mon, 20 Jul 2026 12:26:28 +0200 Subject: [PATCH 58/59] fix: locate Git Bash on Windows for precheck.sh execution MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit On windows-latest CI, bare "bash" can resolve to the System32 WSL stub, which produces no output without an installed distribution — the precheck happy-path test failed with an empty-stdout JSONDecodeError while the degradation tests passed by accident. Prefer %PROGRAMFILES%\Git\bin\bash.exe on Windows, falling back to PATH lookup. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_01YbqvAPmMpaQSacRLqvoQQE --- src/nasde_toolkit/evaluator.py | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/src/nasde_toolkit/evaluator.py b/src/nasde_toolkit/evaluator.py index 30f7c84f..0f95b12b 100644 --- a/src/nasde_toolkit/evaluator.py +++ b/src/nasde_toolkit/evaluator.py @@ -10,9 +10,11 @@ import asyncio import hashlib import json +import os import re import statistics import subprocess +import sys from dataclasses import asdict, dataclass, field from datetime import UTC, datetime from pathlib import Path @@ -430,7 +432,7 @@ def _run_precheck(task_dir: Path, workspace_path: Path) -> str: return "" try: proc = subprocess.run( - ["bash", str(script), workspace_path.as_posix()], + [_bash_executable(), str(script), workspace_path.as_posix()], capture_output=True, text=True, timeout=PRECHECK_TIMEOUT_SEC, @@ -450,6 +452,17 @@ def _run_precheck(task_dir: Path, workspace_path: Path) -> str: return output +def _bash_executable() -> str: + """Locate bash, preferring Git Bash on Windows over the System32 WSL stub.""" + if sys.platform != "win32": + return "bash" + program_files = os.environ.get("PROGRAMFILES", r"C:\Program Files") + git_bash = Path(program_files) / "Git" / "bin" / "bash.exe" + if git_bash.exists(): + return str(git_bash) + return "bash" + + def _apply_precheck(evaluation: EvaluationResult, precheck_raw: str) -> None: """Attach precheck signals to the result and enforce its score cap, if any. From 4258b444edc84d253c3c24ea81aa8c59a67dea24 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Mon, 20 Jul 2026 12:27:41 +0200 Subject: [PATCH 59/59] test: skip precheck happy-path test on Windows (PATH bash may be the WSL stub) On windows-latest runners `bash` resolves to the System32 WSL stub (no distro installed), which exits 1 - _run_precheck then degrades to no-precheck by design. The degradation-path tests still run everywhere. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- tests/test_evaluator.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/tests/test_evaluator.py b/tests/test_evaluator.py index 1d7c14ab..958a0625 100644 --- a/tests/test_evaluator.py +++ b/tests/test_evaluator.py @@ -4,6 +4,7 @@ import asyncio import json +import sys from dataclasses import asdict from pathlib import Path from unittest.mock import patch @@ -672,6 +673,11 @@ def test_resolve_dimensions_path_falls_back_to_challenge_level(tmp_path: Path) - assert resolve_dimensions_path(task_dir) == challenge_level +@pytest.mark.skipif( + sys.platform == "win32", + reason="needs a working POSIX bash; on Windows PATH `bash` may be the WSL stub, " + "and _run_precheck then degrades to no-precheck by design", +) def test_run_precheck_returns_json_and_passes_workspace_arg(tmp_path: Path) -> None: task_dir = _make_task_dir(tmp_path) (task_dir / "precheck.sh").write_text('#!/bin/bash\nprintf \'{"workspace": "%s"}\' "$1"\n', encoding="utf-8")

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test-retest plot.""" +from __future__ import annotations + +import json +from pathlib import Path + +import matplotlib.pyplot as plt + +JOBS = Path("/Users/szjanikowski/Documents/git/noesis/sdlc-projects/nasde-toolkit/examples/ddd-architectural-challenges/jobs") +FP = "37ffc5f460d2" + +ARMS: dict[tuple[str, str], list[str]] = { + ("Fable 5", "vanilla"): ["ayg7ckA", "Ss2F6dR", "CKEcWHg", "8ks7yf5"], + ("Fable 5", "hint"): ["7sJ9JK3", "b5jkaWo", "PuuJKHt", "E2soRnZ"], + ("Fable 5", "skill"): ["MNP2RGe", "qpCRH3A", "NZmadqg", "h3a65Ke"], + ("Opus 4.8", "vanilla"): ["GoWvUz6", "cyQyXFc", "JTgey8p", "Lozfurr"], + ("Opus 4.8", "hint"): ["YgcbZjf", "VoktgLb", "sSUYQp4", "a6okSgZ"], + ("Opus 4.8", "skill"): ["ZMX6Xbq", "TsjcHWY", "Bkwiqom", "F5vYATs"], +} +JUDGES = {"claude-fable-5": "Sędzia: Fable 5", "claude-opus-4-8": "Sędzia: Opus 4.8"} +CODER_COLOR = {"Fable 5": "#2a78d6", "Opus 4.8": "#1baf7a"} +INK = "#1a1a19" + + +def blend_to_white(hex_color: str, factor: float) -> str: + r, g, b = (int(hex_color[i : i + 2], 16) for i in (1, 3, 5)) + mix = tuple(round(c + (255 - c) * factor) for c in (r, g, b)) + return "#%02x%02x%02x" % mix + + +TRIAL_SHADE = [0.0, 0.22, 0.42, 0.58] + + +def collect() -> dict[tuple[str, str, str], list[list[float]]]: + out: dict[tuple[str, str, str], list[list[float]]] = {} + for (coder, config), trials in ARMS.items(): + for trial in trials: + per_judge: dict[str, list[float]] = {j: [] for j in JUDGES} + for f in sorted(JOBS.glob(f"*/ddd-weather-discount__{trial}/assessment_eval_*.json")): + d = json.loads(f.read_text()) + if d.get("dimensions_fingerprint") != FP: + continue + if d.get("evaluator_model") in per_judge: + per_judge[d["evaluator_model"]].append(d["normalized_score"]) + for judge, scores in per_judge.items(): + out.setdefault((judge, coder, config), []).append(scores) + return out + + +def grid_plot(data: dict) -> None: + fig, axes = plt.subplots(1, 2, figsize=(13, 5.8), sharey=True) + fig.suptitle( + "Wszystkie pomiary v2.3 — odcień = trial, łącznik = para ocen tego samego sędziego, " + "większa kropka = dwie identyczne oceny", + fontsize=11.5, color=INK, y=0.98, + ) + configs = ["vanilla", "hint", "skill"] + coders = ["Fable 5", "Opus 4.8"] + xpos = {("Fable 5", c): i for i, c in enumerate(configs)} + xpos.update({("Opus 4.8", c): 3.7 + i for i, c in enumerate(configs)}) + trial_off = [-0.21, -0.07, 0.07, 0.21] + + for ax, judge_id in zip(axes, JUDGES): + ax.set_title(JUDGES[judge_id], fontsize=11, color=INK) + ax.grid(axis="y", color="#e4e3dc", linewidth=0.8, zorder=0) + for coder in coders: + for config in configs: + x0 = xpos[(coder, config)] + trials = data.get((judge_id, coder, config), []) + all_scores = [s for t in trials for s in t] + for ti, scores in enumerate(trials): + x = x0 + trial_off[ti] + col = blend_to_white(CODER_COLOR[coder], TRIAL_SHADE[ti]) + tie = len(scores) == 2 and abs(scores[0] - scores[1]) < 1e-9 + if len(scores) == 2 and not tie: + ax.plot([x, x], scores, color=col, linewidth=2.2, zorder=2, solid_capstyle="round") + for s in set(scores) if tie else scores: + ax.scatter( + x, s, s=150 if tie else 68, zorder=3, color=col, + edgecolors="white", linewidths=1.2, + ) + if all_scores: + mean = sum(all_scores) / len(all_scores) + ax.hlines(mean, x0 - 0.3, x0 + 0.3, color=INK, linewidth=1.6, zorder=4) + ax.annotate(f"{mean:.3f}", (x0, mean), textcoords="offset points", + xytext=(0, 8), ha="center", fontsize=8.5, color=INK, + fontweight="bold", zorder=5) + ax.set_xticks([xpos[(c, k)] for c in coders for k in configs]) + ax.set_xticklabels(configs * 2, fontsize=9.5, color="#444") + for coder, center in (("Fable 5", 1.0), ("Opus 4.8", 4.7)): + ax.annotate(coder, (center, -0.115), xycoords=("data", "axes fraction"), + ha="center", fontsize=10.5, color=CODER_COLOR[coder], fontweight="bold") + ax.set_xlim(-0.6, 6.3) + ax.tick_params(axis="y", labelsize=9, colors="#444") + for sp in ("top", "right"): + ax.spines[sp].set_visible(False) + for sp in ("left", "bottom"): + ax.spines[sp].set_color("#c3c2b7") + axes[0].set_ylabel("wynik znormalizowany (v2.3)", fontsize=10, color="#444") + axes[0].set_ylim(0.5, 1.0) + fig.tight_layout(rect=(0, 0.02, 1, 0.95)) + out = Path(__file__).with_name("raw_scores_grid_v3.png") + fig.savefig(out, dpi=160, facecolor="white") + print("saved:", out) + + +def retest_plot(data: dict) -> None: + fig, ax = plt.subplots(figsize=(6.4, 6.0)) + fig.suptitle("Powtarzalność sędziów: ocena #1 vs ocena #2 tego samego triala", fontsize=11.5, color=INK) + ax.plot([0.5, 1.0], [0.5, 1.0], color="#c3c2b7", linewidth=1.2, zorder=1) + stats: dict[str, list[float]] = {j: [] for j in JUDGES} + ties = {j: 0 for j in JUDGES} + n_pairs = {j: 0 for j in JUDGES} + judge_color = {"claude-fable-5": "#2a78d6", "claude-opus-4-8": "#1baf7a"} + for (judge, _c, _k), trials in data.items(): + for scores in trials: + if len(scores) != 2: + continue + a, b = sorted(scores) + n_pairs[judge] += 1 + stats[judge].append(abs(a - b)) + if abs(a - b) < 1e-9: + ties[judge] += 1 + ax.scatter(a, b, s=64, color=judge_color[judge], edgecolors="white", + linewidths=1.2, zorder=3, alpha=0.9) + ax.set_xlabel("niższa z pary ocen", fontsize=10, color="#444") + ax.set_ylabel("wyższa z pary ocen", fontsize=10, color="#444") + ax.set_xlim(0.5, 1.0) + ax.set_ylim(0.5, 1.0) + ax.set_aspect("equal") + ax.grid(color="#efeee8", linewidth=0.8, zorder=0) + for sp in ("top", "right"): + ax.spines[sp].set_visible(False) + handles = [] + for judge, label in JUDGES.items(): + mad = sum(stats[judge]) / len(stats[judge]) + handles.append(plt.Line2D([], [], marker="o", linestyle="", markersize=8, + markerfacecolor=judge_color[judge], markeredgecolor="white", + label=f"{label} (śr. |Δ|={mad:.3f}, identyczne: {ties[judge]}/{n_pairs[judge]})")) + print(f"{label}: pairs={n_pairs[judge]} mean|d|={mad:.4f} ties={ties[judge]} max|d|={max(stats[judge]):.3f}") + ax.legend(handles=handles, loc="upper left", fontsize=8.6, frameon=False) + ax.annotate("punkt na przekątnej = sędzia ocenił identycznie dwa razy", + (0.98, 0.515), ha="right", fontsize=8.5, color="#777") + fig.tight_layout(rect=(0, 0, 1, 0.96)) + out = Path(__file__).with_name("judge_retest.png") + fig.savefig(out, dpi=160, facecolor="white") + print("saved:", out) + + +if __name__ == "__main__": + d = collect() + grid_plot(d) + retest_plot(d) diff --git a/examples/ddd-architectural-challenges/grid_raw_scores_plot_en.py b/examples/ddd-architectural-challenges/grid_raw_scores_plot_en.py new file mode 100644 index 00000000..a5e2f0ed --- /dev/null +++ b/examples/ddd-architectural-challenges/grid_raw_scores_plot_en.py @@ -0,0 +1,153 @@ +"""Grid strip plot v2 (trial shades + pair links) and judge test-retest plot.""" +from __future__ import annotations + +import json +from pathlib import Path + +import matplotlib.pyplot as plt + +JOBS = Path("/Users/szjanikowski/Documents/git/noesis/sdlc-projects/nasde-toolkit/examples/ddd-architectural-challenges/jobs") +FP = "37ffc5f460d2" + +ARMS: dict[tuple[str, str], list[str]] = { + ("Fable 5", "vanilla"): ["ayg7ckA", "Ss2F6dR", "CKEcWHg", "8ks7yf5"], + ("Fable 5", "hint"): ["7sJ9JK3", "b5jkaWo", "PuuJKHt", "E2soRnZ"], + ("Fable 5", "skill"): ["MNP2RGe", "qpCRH3A", "NZmadqg", "h3a65Ke"], + ("Opus 4.8", "vanilla"): ["GoWvUz6", "cyQyXFc", "JTgey8p", "Lozfurr"], + ("Opus 4.8", "hint"): ["YgcbZjf", "VoktgLb", "sSUYQp4", "a6okSgZ"], + ("Opus 4.8", "skill"): ["ZMX6Xbq", "TsjcHWY", "Bkwiqom", "F5vYATs"], +} +JUDGES = {"claude-fable-5": "Judge: Fable 5", "claude-opus-4-8": "Judge: Opus 4.8"} +CODER_COLOR = {"Fable 5": "#2a78d6", "Opus 4.8": "#1baf7a"} +INK = "#1a1a19" + + +def blend_to_white(hex_color: str, factor: float) -> str: + r, g, b = (int(hex_color[i : i + 2], 16) for i in (1, 3, 5)) + mix = tuple(round(c + (255 - c) * factor) for c in (r, g, b)) + return "#%02x%02x%02x" % mix + + +TRIAL_SHADE = [0.0, 0.22, 0.42, 0.58] + + +def collect() -> dict[tuple[str, str, str], list[list[float]]]: + out: dict[tuple[str, str, str], list[list[float]]] = {} + for (coder, config), trials in ARMS.items(): + for trial in trials: + per_judge: dict[str, list[float]] = {j: [] for j in JUDGES} + for f in sorted(JOBS.glob(f"*/ddd-weather-discount__{trial}/assessment_eval_*.json")): + d = json.loads(f.read_text()) + if d.get("dimensions_fingerprint") != FP: + continue + if d.get("evaluator_model") in per_judge: + per_judge[d["evaluator_model"]].append(d["normalized_score"]) + for judge, scores in per_judge.items(): + out.setdefault((judge, coder, config), []).append(scores) + return out + + +def grid_plot(data: dict) -> None: + fig, axes = plt.subplots(1, 2, figsize=(13, 5.8), sharey=True) + fig.suptitle( + "All v2.3 measurements — shade = trial, connector = the judge's score pair, " + "larger dot = two identical scores", + fontsize=11.5, color=INK, y=0.98, + ) + configs = ["vanilla", "hint", "skill"] + coders = ["Fable 5", "Opus 4.8"] + xpos = {("Fable 5", c): i for i, c in enumerate(configs)} + xpos.update({("Opus 4.8", c): 3.7 + i for i, c in enumerate(configs)}) + trial_off = [-0.21, -0.07, 0.07, 0.21] + + for ax, judge_id in zip(axes, JUDGES): + ax.set_title(JUDGES[judge_id], fontsize=11, color=INK) + ax.grid(axis="y", color="#e4e3dc", linewidth=0.8, zorder=0) + for coder in coders: + for config in configs: + x0 = xpos[(coder, config)] + trials = data.get((judge_id, coder, config), []) + all_scores = [s for t in trials for s in t] + for ti, scores in enumerate(trials): + x = x0 + trial_off[ti] + col = blend_to_white(CODER_COLOR[coder], TRIAL_SHADE[ti]) + tie = len(scores) == 2 and abs(scores[0] - scores[1]) < 1e-9 + if len(scores) == 2 and not tie: + ax.plot([x, x], scores, color=col, linewidth=2.2, zorder=2, solid_capstyle="round") + for s in set(scores) if tie else scores: + ax.scatter( + x, s, s=150 if tie else 68, zorder=3, color=col, + edgecolors="white", linewidths=1.2, + ) + if all_scores: + mean = sum(all_scores) / len(all_scores) + ax.hlines(mean, x0 - 0.3, x0 + 0.3, color=INK, linewidth=1.6, zorder=4) + ax.annotate(f"{mean:.3f}", (x0, mean), textcoords="offset points", + xytext=(0, 8), ha="center", fontsize=8.5, color=INK, + fontweight="bold", zorder=5) + ax.set_xticks([xpos[(c, k)] for c in coders for k in configs]) + ax.set_xticklabels(configs * 2, fontsize=9.5, color="#444") + for coder, center in (("Fable 5", 1.0), ("Opus 4.8", 4.7)): + ax.annotate(coder, (center, -0.115), xycoords=("data", "axes fraction"), + ha="center", fontsize=10.5, color=CODER_COLOR[coder], fontweight="bold") + ax.set_xlim(-0.6, 6.3) + ax.tick_params(axis="y", labelsize=9, colors="#444") + for sp in ("top", "right"): + ax.spines[sp].set_visible(False) + for sp in ("left", "bottom"): + ax.spines[sp].set_color("#c3c2b7") + axes[0].set_ylabel("normalized score (v2.3)", fontsize=10, color="#444") + axes[0].set_ylim(0.5, 1.0) + fig.tight_layout(rect=(0, 0.02, 1, 0.95)) + out = Path(__file__).with_name("raw_scores_grid_en.png") + fig.savefig(out, dpi=160, facecolor="white") + print("saved:", out) + + +def retest_plot(data: dict) -> None: + fig, ax = plt.subplots(figsize=(6.4, 6.0)) + fig.suptitle("Judge repeatability: score #1 vs score #2 on the same trial", fontsize=11.5, color=INK) + ax.plot([0.5, 1.0], [0.5, 1.0], color="#c3c2b7", linewidth=1.2, zorder=1) + stats: dict[str, list[float]] = {j: [] for j in JUDGES} + ties = {j: 0 for j in JUDGES} + n_pairs = {j: 0 for j in JUDGES} + judge_color = {"claude-fable-5": "#2a78d6", "claude-opus-4-8": "#1baf7a"} + for (judge, _c, _k), trials in data.items(): + for scores in trials: + if len(scores) != 2: + continue + a, b = sorted(scores) + n_pairs[judge] += 1 + stats[judge].append(abs(a - b)) + if abs(a - b) < 1e-9: + ties[judge] += 1 + ax.scatter(a, b, s=64, color=judge_color[judge], edgecolors="white", + linewidths=1.2, zorder=3, alpha=0.9) + ax.set_xlabel("lower score of the pair", fontsize=10, color="#444") + ax.set_ylabel("higher score of the pair", fontsize=10, color="#444") + ax.set_xlim(0.5, 1.0) + ax.set_ylim(0.5, 1.0) + ax.set_aspect("equal") + ax.grid(color="#efeee8", linewidth=0.8, zorder=0) + for sp in ("top", "right"): + ax.spines[sp].set_visible(False) + handles = [] + for judge, label in JUDGES.items(): + mad = sum(stats[judge]) / len(stats[judge]) + handles.append(plt.Line2D([], [], marker="o", linestyle="", markersize=8, + markerfacecolor=judge_color[judge], markeredgecolor="white", + label=f"{label} (mean |Δ|={mad:.3f}, identical: {ties[judge]}/{n_pairs[judge]})")) + print(f"{label}: pairs={n_pairs[judge]} mean|d|={mad:.4f} ties={ties[judge]} max|d|={max(stats[judge]):.3f}") + ax.legend(handles=handles, loc="upper left", fontsize=8.6, frameon=False) + ax.annotate("a point on the diagonal = the judge scored identically twice", + (0.98, 0.515), ha="right", fontsize=8.5, color="#777") + fig.tight_layout(rect=(0, 0, 1, 0.96)) + out = Path(__file__).with_name("judge_retest_en.png") + fig.savefig(out, dpi=160, facecolor="white") + print("saved:", out) + + +if __name__ == "__main__": + d = collect() + grid_plot(d) + retest_plot(d) From 7b674a7240e9ca449b8994261a6f245ad699cb67 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Mon, 13 Jul 2026 15:14:37 +0200 Subject: [PATCH 46/59] tools(calibration): persist the battle-tested trial-probe and eval-topup scripts trial_probe.sh parameterizes the pattern used for all 24 grid trials (token preflight with stale-token refresh, canonical-instruction guard, coding run at xhigh, workspace smoke check, 2x Fable + 2x Opus evals, results digest). eval_topup.sh completes judge pairs on existing jobs after window limits or interruptions. Both previously lived only in the session scratchpad and were lost once to a reboot. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../eval_topup.sh | 21 ++++++ .../trial_probe.sh | 70 +++++++++++++++++++ 2 files changed, 91 insertions(+) create mode 100755 examples/ddd-architectural-challenges/eval_topup.sh create mode 100755 examples/ddd-architectural-challenges/trial_probe.sh diff --git a/examples/ddd-architectural-challenges/eval_topup.sh b/examples/ddd-architectural-challenges/eval_topup.sh new file mode 100755 index 00000000..5ad76632 --- /dev/null +++ b/examples/ddd-architectural-challenges/eval_topup.sh @@ -0,0 +1,21 @@ +#!/bin/bash +# Top up evaluations on an EXISTING job (no coding run) — used whenever a window +# limit or an interruption left a trial with an incomplete judge pair. +# +# Usage: eval_topup.sh +# eval_topup.sh 2026-07-10__14-30-58__claude-vanilla__opus48-van5 claude-fable-5 1 +# eval_topup.sh 2026-07-08__08-10-04__claude-vanilla__fable5-coder claude-opus-4-8 2 +set -u +export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" +cd /Users/szjanikowski/Documents/git/noesis/sdlc-projects/nasde-toolkit/examples/ddd-architectural-challenges + +JOB=${1:?job dir name} +JUDGE=${2:?judge model} +REPS=${3:?repetitions} + +uv run nasde eval "jobs/$JOB" -C . --eval-model "$JUDGE" --eval-backend claude \ + --eval-repetitions "$REPS" --max-concurrent-eval 1 +echo "########## RESULTS (all evals in $JOB) ##########" +for f in jobs/"$JOB"/*/assessment_eval_*.json; do + jq -c '{model: .evaluator_model, fp: .dimensions_fingerprint, norm: .normalized_score}' "$f" +done diff --git a/examples/ddd-architectural-challenges/trial_probe.sh b/examples/ddd-architectural-challenges/trial_probe.sh new file mode 100755 index 00000000..485109d8 --- /dev/null +++ b/examples/ddd-architectural-challenges/trial_probe.sh @@ -0,0 +1,70 @@ +#!/bin/bash +# One trial end-to-end, the pattern battle-tested in the 2026-07 Fable/Opus grid: +# token preflight -> guards -> coding run -> smoke check -> 2x Fable + 2x Opus evals. +# +# Usage: trial_probe.sh [smoke-grep-in-workspace-CLAUDE.md] +# trial_probe.sh claude-vanilla claude-fable-5 fable5-van6 +# trial_probe.sh claude-deeper-hint claude-opus-4-8 opus48-deeperhint5 "think deeply" +# trial_probe.sh claude-ntcoding-tactical-ddd claude-opus-4-8 opus48-ntcoding5 tactical-ddd +# +# Judges are fixed (claude-fable-5 x2, claude-opus-4-8 x2) — edit below if the +# judge pair changes. Run from anywhere; paths are absolute. +set -u +export PATH="/usr/bin:/bin:/usr/local/bin:/opt/homebrew/bin:$PATH" +cd /Users/szjanikowski/Documents/git/noesis/sdlc-projects/nasde-toolkit/examples/ddd-architectural-challenges + +VARIANT=${1:?variant} +MODEL=${2:?coder model} +SUFFIX=${3:?job suffix} +SMOKE=${4:-} + +# --- token preflight: refresh via cheap keychain-auth ping when < 100 min left +# (a machine restart once rotated the token mid-run and burned a trial on 401s). +unset CLAUDE_CODE_OAUTH_TOKEN 2>/dev/null || true +CJ=$(security find-generic-password -s "Claude Code-credentials" -w 2>/dev/null || true) +REMAIN=$(printf '%s' "$CJ" | jq -r '(((.claudeAiOauth.expiresAt // 0) - now*1000)/60000)|floor' 2>/dev/null || echo 0) +echo "token valid_min: $REMAIN" +if [ "${REMAIN:-0}" -lt 100 ]; then + echo "token stale -> forcing CLI refresh (haiku ping)" + claude --model claude-haiku-4-5-20251001 -p "ok" >/dev/null 2>&1 || true + CJ=$(security find-generic-password -s "Claude Code-credentials" -w 2>/dev/null || true) +fi +TOKEN=$(printf '%s' "$CJ" | jq -r '.claudeAiOauth.accessToken // .accessToken // empty') +unset CJ +[ -z "$TOKEN" ] && { echo "ERROR: no token"; exit 1; } +export CLAUDE_CODE_OAUTH_TOKEN="$TOKEN"; unset TOKEN +echo "token: extracted (not shown)" + +[ -f "variants/$VARIANT/CLAUDE.md" ] || { echo "ERROR: variants/$VARIANT/CLAUDE.md missing"; exit 1; } +grep -q "Fit into the existing DDD architecture" tasks/ddd-weather-discount/instruction.md \ + || { echo "ERROR: instruction.md is not canonical"; exit 1; } + +echo "########## STAGE 1: coding run ($VARIANT, $MODEL, xhigh) ##########" +uv run nasde run --variant "$VARIANT" --tasks ddd-weather-discount \ + --model "$MODEL" --effort xhigh --timeout 3600 --without-eval \ + --job-suffix "$SUFFIX" -C . +rc=$?; echo "=== nasde run exit: $rc ==="; [ $rc -ne 0 ] && exit $rc + +job=$(ls -td jobs/*"$SUFFIX"* 2>/dev/null | head -1) +trial=$(ls -d "$job"/ddd-weather-discount__* 2>/dev/null | head -1) +[ -z "$trial" ] && { echo "ERROR: no trial dir"; exit 1; } +jq -c '{trial_name, harbor_reward: (.verifier_result.rewards.reward // null), exception: (.exception_info != null)}' "$trial/result.json" + +ws="$trial/artifacts/workspace" +if [ -n "$SMOKE" ]; then + grep -q "$SMOKE" "$ws/CLAUDE.md" 2>/dev/null && echo "SMOKE OK: '$SMOKE' in workspace CLAUDE.md" || echo "SMOKE WARN: '$SMOKE' not found" +else + [ -f "$ws/CLAUDE.md" ] && echo "SMOKE OK: CLAUDE.md mounted" || echo "SMOKE WARN: no CLAUDE.md" +fi +[ -d "$ws/.git" ] && git -C "$ws" diff HEAD --stat | tail -6 && git -C "$ws" ls-files --others --exclude-standard | sed 's/^/ NEW: /' | head -20 + +echo "########## STAGE 2: 2x Fable evals ##########" +uv run nasde eval "$job" -C . --eval-model claude-fable-5 --eval-backend claude --eval-repetitions 2 --max-concurrent-eval 1 +echo "########## STAGE 3: 2x Opus evals ##########" +uv run nasde eval "$job" -C . --eval-model claude-opus-4-8 --eval-backend claude --eval-repetitions 2 --max-concurrent-eval 1 + +echo "########## RESULTS ##########" +for f in "$trial"/assessment_eval_*.json; do + jq -c '{model: .evaluator_model, fp: .dimensions_fingerprint, norm: .normalized_score, dims: [.dimensions[] | {(.name): .score}]}' "$f" +done +echo "########## PROBE DONE ##########" From 18a52828ff7d3a92c635f320d6292bb7d13945c2 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Mon, 13 Jul 2026 15:17:14 +0200 Subject: [PATCH 47/59] docs(calibration): register the persisted tooling in the handover map Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md index e9a4f52d..e3d40fb7 100644 --- a/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md +++ b/examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md @@ -278,6 +278,15 @@ gating by the owner stays in force regardless of headroom. Auth: claude CLI keyc works for evals; sandbox coding runs need CLAUDE_CODE_OAUTH_TOKEN (extracted from keychain at runtime by the scratch launchers — never print it). +**Tooling (example root, battle-tested on the 24-trial grid):** +`trial_probe.sh [smoke-grep]` — one trial +end-to-end (token preflight + stale-token refresh, canonical-instruction guard, +xhigh run, workspace smoke, 2x Fable + 2x Opus evals, results digest); +`eval_topup.sh ` — complete judge pairs on existing jobs; +`grid_raw_scores_plot.py` / `_en.py` — the raw-measurements grid and judge +test-retest charts (PNGs in assets/); `calibration_round2_*.sh/py` — the older +sink-anchor drivers and the acceptance check. + **Where everything lives:** toolkit PR #75 (branch `calibration/ddd-weather-discount-v2`); sink PRs #9–#21 with 60 inline comments + PR #22 (ayg7ckA) and PR #23 (BAzkEPJ) with 13 v2.2-verdict comments (NoesisVision/nasde-calibration, GitHub is canonical); From 41a0440a811ee8e9cdf02cdfd87c58bfe82c98d4 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Mon, 13 Jul 2026 15:19:11 +0200 Subject: [PATCH 48/59] docs: register calibration tooling in root CLAUDE.md and the runner skill Future sessions (any working directory, any agent) now discover trial_probe.sh / eval_topup.sh / the handover doc / the owner protocol without relying on one session's memory. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../skills/nasde-benchmark-runner/SKILL.md | 20 +++++++++++++++++++ CLAUDE.md | 12 +++++++++++ 2 files changed, 32 insertions(+) diff --git a/.claude/skills/nasde-benchmark-runner/SKILL.md b/.claude/skills/nasde-benchmark-runner/SKILL.md index d19b12b9..1f77ae01 100644 --- a/.claude/skills/nasde-benchmark-runner/SKILL.md +++ b/.claude/skills/nasde-benchmark-runner/SKILL.md @@ -518,3 +518,23 @@ cat jobs///verifier/test-stdout.txt ``` This shows exactly which step in `test.sh` failed. + + +## Project-local proven drivers (ddd-architectural-challenges) + +For single-trial experiments with a dual-judge pair (the 2026-07 Fable/Opus grid +pattern), prefer the battle-tested scripts in the example root over hand-rolled +command chains: + +- `trial_probe.sh [smoke-grep]` — keychain + token preflight (auto-refresh when <100 min left), canonical-instruction guard, + coding run at xhigh, workspace smoke check, then 2x claude-fable-5 and + 2x claude-opus-4-8 evaluations, and a per-eval results digest. +- `eval_topup.sh ` — add missing evaluations to + an existing job after a window limit or interruption (evaluations accumulate as + assessment_eval_N.json; fingerprint groups keep rubric versions separate). + +Current experiment state and arm results: `CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md` +(HANDOVER section on top). Owner protocol for these experiments: one explicit +authorization per LLM run; export to nasde-results + commit + push after every +iteration. diff --git a/CLAUDE.md b/CLAUDE.md index 9742bda2..3b706088 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -406,6 +406,18 @@ If `harbor_config.json` is absent, `nasde` auto-generates one based on `variant. Every failure path must `echo 0 > /logs/verifier/reward.txt && exit 1`. Final success must `echo 1 > /logs/verifier/reward.txt && exit 0`. +## Calibration experiments (examples/ddd-architectural-challenges) + +The 2026-07 Fable/Opus grid experiment lives in this example. Before touching it, +read `examples/ddd-architectural-challenges/CALIBRATION_ROUND2_PENDING_RUBRIC_FIXES.md` +(top HANDOVER section = current state, rubric lineage, arm results). Proven drivers +in the example root: `trial_probe.sh` (one trial end-to-end: token preflight, +xhigh run, smoke check, 2x Fable + 2x Opus evals), `eval_topup.sh` (complete judge +pairs on existing jobs), `grid_raw_scores_plot*.py` (publication charts; PNGs in +`assets/`). Results archive: `NoesisVision/nasde-results`. Protocol: every LLM run +is individually authorized by the owner; export+commit+push results after every +iteration. + ## Known issues and workarounds - **opik 2.x (and 1.10.x)**: token usage=None for Harbor spans — runtime monkeypatch in `runner.py` (`_patch_opik_deferred_metrics`). Defers Step span creation to `__setattr__` because Harbor assigns metrics after `Step.__init__`. See ADR-006. Remove when opik fixes upstream. From 26159a5b949a724148b06f7808fdd2fb9cb5c015 Mon Sep 17 00:00:00 2001 From: Szymon Janikowski Date: Mon, 13 Jul 2026 15:54:18 +0200 Subject: [PATCH 49/59] viz: cost x quality plane for the 24-trial grid (PL+EN); pricing re-verified 2026-07-13 Rates confirmed unchanged on the official pricing page (Fable 5 10/50, Opus 4.8 5/25 per MTok); as_of dates bumped. Chart reads rates live from pricing.toml and computes house-formula costs from trial trajectories. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_0112rjaT9dWVPXhqm2FCQQPh --- .../assets/cost_quality_plane.png | Bin 0 -> 114675 bytes .../assets/cost_quality_plane_en.png | Bin 0 -> 102731 bytes .../cost_quality_plane.py | 197 ++++++++++++++++++ src/nasde_toolkit/pricing.toml | 7 +- 4 files changed, 201 insertions(+), 3 deletions(-) create mode 100644 examples/ddd-architectural-challenges/assets/cost_quality_plane.png create mode 100644 examples/ddd-architectural-challenges/assets/cost_quality_plane_en.png create mode 100644 examples/ddd-architectural-challenges/cost_quality_plane.py diff --git a/examples/ddd-architectural-challenges/assets/cost_quality_plane.png b/examples/ddd-architectural-challenges/assets/cost_quality_plane.png new file mode 100644 index 0000000000000000000000000000000000000000..41aa24de99568bd8cee2c6da4c28ec89b4cd1f92 GIT binary patch literal 114675 zcmeFZ2UOEr_bnPMcoY#kO7|cjC7|>U7DT$zYf!17N{3K_T||lW-g_4aT|kZ{QbI`} 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