From 6842796a6cdeab3ef3a8645b0249967d1cf9383c Mon Sep 17 00:00:00 2001
From: Omar Ibrahim <31526072+omar07ibrahim@users.noreply.github.com>
Date: Sat, 1 Aug 2026 23:28:28 +0000
Subject: [PATCH 1/2] Add deterministic DP work profiling

---
 Makefile                         |   5 +-
 docs/assets/quality-gate.png     | Bin 146672 -> 146227 bytes
 docs/evidence/manifest.json      |  16 +-
 docs/evidence/quality-gate.txt   |  12 +-
 scripts/profile_complexity.py    | 496 +++++++++++++++++++++++++++++++
 tests/test_complexity_profile.py | 195 ++++++++++++
 6 files changed, 713 insertions(+), 11 deletions(-)
 create mode 100644 scripts/profile_complexity.py
 create mode 100644 tests/test_complexity_profile.py

diff --git a/Makefile b/Makefile
index b8eaf2d..38a863f 100644
--- a/Makefile
+++ b/Makefile
@@ -16,7 +16,7 @@ EVIDENCE_ENV = \
 	TEMP="$(EVIDENCE_WORK)/tmp"
 
 .PHONY: \
-	build check dependencies distribution-check evidence evidence-browser \
+	build check complexity-profile dependencies distribution-check evidence evidence-browser \
 	evidence-check lint test typecheck
 
 lint:
@@ -39,6 +39,9 @@ build:
 dependencies:
 	@$(PYTHON) -m pip check
 
+complexity-profile:
+	@PYTHONPATH=src $(PYTHON) scripts/profile_complexity.py --format text
+
 distribution-check:
 	@PYTHONDONTWRITEBYTECODE=1 $(PYTHON) scripts/attest_distribution.py \
 		--root "$(CURDIR)" \
diff --git a/docs/assets/quality-gate.png b/docs/assets/quality-gate.png
index 66e3e9e64a22dd0229c13fba30180c1696bf8646..405a8e9788d616b1a4c7ea9bc779ca3cc9473b57 100644
GIT binary patch
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diff --git a/docs/evidence/manifest.json b/docs/evidence/manifest.json
index bedea62..1b3c291 100644
--- a/docs/evidence/manifest.json
+++ b/docs/evidence/manifest.json
@@ -53,11 +53,11 @@
         "rendered from normalized real gate transcript",
         "all commands exited zero"
       ],
-      "bytes": 146672,
+      "bytes": 146227,
       "height": 1276,
       "media_type": "image/png",
       "path": "docs/assets/quality-gate.png",
-      "sha256": "9c9e04e71175d5d90aaa8ffd242a02611b9f44a20dea3884f0756656a9080985",
+      "sha256": "0b96bcbaca72adc18d1809d260d5fdd5b2d6c83dc58d34935dd2f489fe2e873d",
       "width": 1600
     },
     {
@@ -185,7 +185,7 @@
       "bytes": 1874,
       "media_type": "text/plain",
       "path": "docs/evidence/quality-gate.txt",
-      "sha256": "aec144f46e7385f6dc217ad9b6ac4ac877bb688cf0fcce7c557b74a3847b98b3"
+      "sha256": "b5b4d6c218c2130c499f6a4f1311952a208569741eb67a61337f3131698fe967"
     },
     {
       "assertions": [
@@ -352,7 +352,7 @@
     },
     {
       "path": "Makefile",
-      "sha256": "70f4fe061b50a4548ddd13f47247c2110fff7eccec33252d47dfde69468be2ea"
+      "sha256": "d6d1c0b532cc82a7a211013aba0821cdd90e9ab2d4b71342af54823a68227e20"
     },
     {
       "path": "PACKAGE.md",
@@ -390,6 +390,10 @@
       "path": "scripts/generate_evidence.py",
       "sha256": "96e00dd2f4e48c6ffb20d7543ef02b687d3f94df2d259bc064d2b6f48ef3c534"
     },
+    {
+      "path": "scripts/profile_complexity.py",
+      "sha256": "fcc4c3d050d2cf8f9ef11acf87f0853e80aede3bce9cb0d405596d0a65e70f3e"
+    },
     {
       "path": "src/password_policy_lab/__init__.py",
       "sha256": "23cb122fab42f49e6843c7ae6ea7bbcba7d9c0971e8f93e451fb9b6d0dc73efa"
@@ -446,6 +450,10 @@
       "path": "tests/test_cli.py",
       "sha256": "12e93f725e570849c588ec631968bf768dbde27121067a88617aef8cbc07ea54"
     },
+    {
+      "path": "tests/test_complexity_profile.py",
+      "sha256": "e6b127df936de0c47b6cf697e44d18d6618fb331201b2c02697fc69cacd8f167"
+    },
     {
       "path": "tests/test_counting.py",
       "sha256": "5f72e9acf6c22d35317549fd13eaf87a6a864d5ad88c1441bfa50850eefa6718"
diff --git a/docs/evidence/quality-gate.txt b/docs/evidence/quality-gate.txt
index 99f8a56..ba8952a 100644
--- a/docs/evidence/quality-gate.txt
+++ b/docs/evidence/quality-gate.txt
@@ -2,15 +2,15 @@ $ python -m ruff check app.py scripts src tests
 All checks passed!
 
 $ python -m ruff format --check app.py scripts src tests
-26 files already formatted
+28 files already formatted
 
 $ MYPYPATH=src python -m mypy --strict app.py scripts src tests
-Success: no issues found in 26 source files
+Success: no issues found in 28 source files
 
 $ PYTHONPATH=src python -m pytest --cov=password_policy_lab --cov-branch --cov-report=term-missing -q
-................................................................................................................ [ 42%]
-................................................................................................................ [ 84%]
-........................................                                                                         [100%]
+................................................................................................................ [ 41%]
+................................................................................................................ [ 82%]
+................................................                                                                 [100%]
 ==================================================== tests coverage ====================================================
 ___________________________________ coverage: platform linux, python 3.12.3-final-0 ____________________________________
 
@@ -20,7 +20,7 @@ TOTAL     526      0    130      0   100%
 
 9 files skipped due to complete coverage.
 Required test coverage of 100.0% reached. Total coverage: 100.00%
-264 passed
+272 passed
 
 $ python scripts/attest_distribution.py
 distribution attestation: PASS (unofficial)
diff --git a/scripts/profile_complexity.py b/scripts/profile_complexity.py
new file mode 100644
index 0000000..2429f19
--- /dev/null
+++ b/scripts/profile_complexity.py
@@ -0,0 +1,496 @@
+#!/usr/bin/env python3
+"""Profile deterministic dynamic-programming work without timing claims.
+
+The profiler deliberately retains only selected project-function call counts.
+Wall-clock and CPU timings collected internally by :mod:`cProfile` are dropped
+before a report is built.  The report never samples or emits a password.
+"""
+
+from __future__ import annotations
+
+import argparse
+import cProfile
+import csv
+import io
+import json
+from collections.abc import Callable, Iterable, Iterator, Sequence
+from contextlib import contextmanager
+from dataclasses import dataclass
+from math import comb, prod
+from typing import Any, Literal, cast
+
+import password_policy_lab.space as space_module
+from password_policy_lab.errors import PolicyComplexityError
+from password_policy_lab.policy import CharacterClass, PasswordPolicy
+from password_policy_lab.profiles import VISIBLE_ASCII_CLASS_SYMBOLS
+from password_policy_lab.space import (
+    MAX_DP_CELLS,
+    MAX_DP_TRANSITIONS,
+    PasswordSpace,
+)
+
+PROFILE_SCHEMA_VERSION = 1
+SCENARIO_SET = "deterministic-dp-work-v1"
+
+_ALL_VISIBLE_ASCII = "".join(VISIBLE_ASCII_CLASS_SYMBOLS)
+
+
+@dataclass(frozen=True, slots=True)
+class ComplexityScenario:
+    """One fixed, public, candidate-free profiling policy."""
+
+    identifier: str
+    length: int
+    classes: tuple[tuple[str, str, int], ...]
+
+
+@dataclass(slots=True)
+class _ProductCounter:
+    calls: int = 0
+    vectors: int = 0
+
+
+SCENARIOS = (
+    ComplexityScenario(
+        identifier="default-visible-ascii-20",
+        length=20,
+        classes=tuple(
+            (name, symbols, 1)
+            for name, symbols in zip(
+                ("lower", "upper", "digits", "punctuation"),
+                VISIBLE_ASCII_CLASS_SYMBOLS,
+                strict=True,
+            )
+        ),
+    ),
+    ComplexityScenario(
+        identifier="balanced-visible-ascii-24",
+        length=24,
+        classes=tuple(
+            (name, symbols, 6)
+            for name, symbols in zip(
+                ("lower", "upper", "digits", "punctuation"),
+                VISIBLE_ASCII_CLASS_SYMBOLS,
+                strict=True,
+            )
+        ),
+    ),
+    ComplexityScenario(
+        identifier="skewed-visible-ascii-24",
+        length=24,
+        classes=tuple(
+            (name, symbols, minimum)
+            for name, symbols, minimum in zip(
+                ("lower", "upper", "digits", "punctuation"),
+                VISIBLE_ASCII_CLASS_SYMBOLS,
+                (21, 1, 1, 1),
+                strict=True,
+            )
+        ),
+    ),
+    ComplexityScenario(
+        identifier="near-budget-eight-class-32",
+        length=32,
+        classes=tuple(
+            (f"class-{index}", symbol, 2)
+            for index, symbol in enumerate(_ALL_VISIBLE_ASCII[:8])
+        ),
+    ),
+    ComplexityScenario(
+        identifier="arbitrary-precision-one-class-256",
+        length=256,
+        classes=(("visible-ascii", _ALL_VISIBLE_ASCII, 256),),
+    ),
+    ComplexityScenario(
+        identifier="rejected-eight-class-32",
+        length=32,
+        classes=tuple(
+            (f"class-{index}", symbol, 3)
+            for index, symbol in enumerate(_ALL_VISIBLE_ASCII[:8])
+        ),
+    ),
+)
+
+_CSV_COLUMNS = (
+    "case_id",
+    "outcome",
+    "length",
+    "class_count",
+    "class_minima",
+    "state_vectors_upper_bound_per_layer",
+    "dp_cells_upper_bound",
+    "observed_occupied_cells",
+    "dp_transitions_upper_bound",
+    "observed_transitions",
+    "peak_count_bits",
+)
+
+
+def _policy(scenario: ComplexityScenario) -> PasswordPolicy:
+    return PasswordPolicy(
+        length=scenario.length,
+        classes=tuple(
+            CharacterClass(name, symbols, minimum)
+            for name, symbols, minimum in scenario.classes
+        ),
+    )
+
+
+def _bounds(policy: PasswordPolicy) -> dict[str, int]:
+    vectors = prod(minimum + 1 for minimum in policy.minima)
+    cells = (policy.length + 1) * vectors
+    return {
+        "state_vectors_upper_bound_per_layer": vectors,
+        "dp_cells_upper_bound": cells,
+        "dp_transitions_upper_bound": len(policy.classes) * cells,
+        "dp_cells_budget": MAX_DP_CELLS,
+        "dp_transitions_budget": MAX_DP_TRANSITIONS,
+    }
+
+
+def _layer_occupancy_oracle(length: int, minima: tuple[int, ...]) -> tuple[int, ...]:
+    """Count bounded deficit vectors by an independent polynomial convolution."""
+
+    coefficients = [1]
+    for minimum in minima:
+        updated = [0] * (len(coefficients) + minimum)
+        for subtotal, coefficient in enumerate(coefficients):
+            for deficit in range(minimum + 1):
+                updated[subtotal + deficit] += coefficient
+        coefficients = updated
+
+    return tuple(
+        sum(coefficients[: min(remaining, len(coefficients) - 1) + 1])
+        for remaining in range(length + 1)
+    )
+
+
+def _state_space_oracle(
+    length: int,
+    class_widths: tuple[int, ...],
+    minima: tuple[int, ...],
+) -> int:
+    """Count strings by interleaving class populations, not deficit-state DP."""
+
+    ways = [0] * (length + 1)
+    ways[0] = 1
+    for width, minimum in zip(class_widths, minima, strict=True):
+        updated = [0] * (length + 1)
+        for used, existing in enumerate(ways):
+            if existing == 0:
+                continue
+            for amount in range(minimum, length - used + 1):
+                combined = used + amount
+                updated[combined] += existing * comb(combined, amount) * width**amount
+        ways = updated
+    return ways[length]
+
+
+def _profiled_calls(
+    profiler: cProfile.Profile,
+    function: Callable[..., object],
+) -> dict[str, int]:
+    code = function.__code__
+    for raw_entry in cast(list[Any], profiler.getstats()):
+        if raw_entry.code is code:
+            total = int(raw_entry.callcount)
+            recursive = int(raw_entry.reccallcount)
+            return {
+                "primitive_calls": total - recursive,
+                "total_calls": total,
+            }
+    return {"primitive_calls": 0, "total_calls": 0}
+
+
+@contextmanager
+def _count_product_vectors(counter: _ProductCounter) -> Iterator[None]:
+    """Wrap the production iterator while preserving its exact yielded values."""
+
+    module = cast(Any, space_module)
+    original = cast(Callable[..., Iterator[tuple[int, ...]]], module.product)
+
+    def counted_product(*iterables: Iterable[int]) -> Iterator[tuple[int, ...]]:
+        counter.calls += 1
+        for vector in original(*iterables):
+            counter.vectors += 1
+            yield vector
+
+    module.product = counted_product
+    try:
+        yield
+    finally:
+        module.product = original
+
+
+def profile_scenario(scenario: ComplexityScenario) -> dict[str, object]:
+    """Profile one construction and cross-check every retained work counter."""
+
+    if type(scenario) is not ComplexityScenario:
+        raise TypeError("scenario must be a ComplexityScenario")
+
+    policy = _policy(scenario)
+    bounds = _bounds(policy)
+    expected_rejection = (
+        bounds["dp_cells_upper_bound"] > MAX_DP_CELLS
+        or bounds["dp_transitions_upper_bound"] > MAX_DP_TRANSITIONS
+    )
+    profiler = cProfile.Profile()
+    product_counter = _ProductCounter()
+    space: PasswordSpace | None = None
+    rejected = False
+    with _count_product_vectors(product_counter):
+        profiler.enable()
+        try:
+            space = PasswordSpace(policy)
+        except PolicyComplexityError:
+            rejected = True
+        finally:
+            profiler.disable()
+
+    build_calls = _profiled_calls(profiler, PasswordSpace._build_layers)
+    consume_calls = _profiled_calls(profiler, space_module._consume)
+    common: dict[str, object] = {
+        "case_id": scenario.identifier,
+        "policy": {
+            "length": policy.length,
+            "class_count": len(policy.classes),
+            "class_widths": [len(item.symbols) for item in policy.classes],
+            "class_minima": list(policy.minima),
+        },
+        "bounds": bounds,
+        "profiled_calls": {
+            "build_layers": build_calls,
+            "consume": consume_calls,
+        },
+        "work_counters": {
+            "product_calls": product_counter.calls,
+            "product_vectors": product_counter.vectors,
+            "consume_calls": consume_calls["total_calls"],
+        },
+    }
+
+    if rejected:
+        if not expected_rejection:
+            raise RuntimeError("profiled policy was rejected below the declared budget")
+        if build_calls != {
+            "primitive_calls": 0,
+            "total_calls": 0,
+        } or consume_calls != {
+            "primitive_calls": 0,
+            "total_calls": 0,
+        }:
+            raise RuntimeError(
+                "rejected policy entered dynamic-programming enumeration"
+            )
+        if product_counter != _ProductCounter():
+            raise RuntimeError("rejected policy entered deficit-vector enumeration")
+        return {
+            **common,
+            "outcome": "rejected-before-enumeration",
+            "rejection": "dynamic-programming-complexity-budget",
+        }
+
+    if expected_rejection or space is None:
+        raise RuntimeError("profiled policy did not enforce the declared budget")
+
+    layers = cast(tuple[dict[tuple[int, ...], int], ...], cast(Any, space)._layers)
+    layer_occupancy = tuple(len(layer) for layer in layers)
+    oracle_occupancy = _layer_occupancy_oracle(policy.length, policy.minima)
+    occupied_cells = sum(layer_occupancy)
+    expected_product_calls = policy.length
+    expected_product_vectors = (
+        policy.length * bounds["state_vectors_upper_bound_per_layer"]
+    )
+    expected_transitions = len(policy.classes) * (occupied_cells - 1)
+    widths = tuple(len(item.symbols) for item in policy.classes)
+    oracle_total = _state_space_oracle(policy.length, widths, policy.minima)
+    peak_count_bits = max(
+        value.bit_length() for layer in layers for value in layer.values()
+    )
+
+    if layer_occupancy != oracle_occupancy:
+        raise RuntimeError("profiled layer occupancy disagrees with the oracle")
+    if product_counter.calls != expected_product_calls:
+        raise RuntimeError("profiled product calls disagree with the loop contract")
+    if product_counter.vectors != expected_product_vectors:
+        raise RuntimeError("profiled product vectors disagree with the oracle")
+    if consume_calls != {
+        "primitive_calls": expected_transitions,
+        "total_calls": expected_transitions,
+    }:
+        raise RuntimeError("profiled transition calls disagree with the oracle")
+    if build_calls != {"primitive_calls": 1, "total_calls": 1}:
+        raise RuntimeError(
+            "profiled construction did not build exactly one layer stack"
+        )
+    if space.total != oracle_total:
+        raise RuntimeError("profiled exact count disagrees with the class-count oracle")
+
+    return {
+        **common,
+        "outcome": "accepted",
+        "observed": {
+            "layer_occupancy": list(layer_occupancy),
+            "occupied_cells": occupied_cells,
+            "transitions": expected_transitions,
+            "peak_count_bits": peak_count_bits,
+            "valid_state_space": str(space.total),
+        },
+        "independent_oracles": {
+            "occupied_cells": sum(oracle_occupancy),
+            "transitions": expected_transitions,
+            "valid_state_space": str(oracle_total),
+        },
+    }
+
+
+def build_profile() -> dict[str, object]:
+    """Run the complete fixed scenario set and return a stable report."""
+
+    return {
+        "schema_version": PROFILE_SCHEMA_VERSION,
+        "scenario_set": SCENARIO_SET,
+        "counter_contract": "logical-dp-operations-v1",
+        "profiler": {
+            "engine": "cProfile",
+            "selected_project_functions": [
+                "PasswordSpace._build_layers",
+                "_consume",
+            ],
+            "retained_fields": ["primitive_calls", "total_calls"],
+            "timing_fields_retained": False,
+        },
+        "claim_boundaries": {
+            "candidate_output_included": False,
+            "entropy_consumed": False,
+            "hardware_performance_claimed": False,
+            "memory_usage_claimed": False,
+            "wall_clock_timing_included": False,
+        },
+        "cases": [profile_scenario(scenario) for scenario in SCENARIOS],
+    }
+
+
+def profile_json(report: dict[str, object]) -> str:
+    """Serialize a canonical human-readable JSON receipt."""
+
+    return json.dumps(report, ensure_ascii=True, indent=2, sort_keys=True) + "\n"
+
+
+def _accepted_observation(case: dict[str, object]) -> dict[str, object] | None:
+    value = case.get("observed")
+    if value is None:
+        return None
+    return cast(dict[str, object], value)
+
+
+def profile_csv(report: dict[str, object]) -> str:
+    """Serialize one deterministic summary row per scenario."""
+
+    output = io.StringIO(newline="")
+    writer = csv.DictWriter(output, fieldnames=_CSV_COLUMNS, lineterminator="\n")
+    writer.writeheader()
+    for raw_case in cast(list[dict[str, object]], report["cases"]):
+        policy = cast(dict[str, object], raw_case["policy"])
+        bounds = cast(dict[str, object], raw_case["bounds"])
+        observed = _accepted_observation(raw_case)
+        writer.writerow(
+            {
+                "case_id": raw_case["case_id"],
+                "outcome": raw_case["outcome"],
+                "length": policy["length"],
+                "class_count": policy["class_count"],
+                "class_minima": ";".join(
+                    str(value) for value in cast(list[int], policy["class_minima"])
+                ),
+                "state_vectors_upper_bound_per_layer": bounds[
+                    "state_vectors_upper_bound_per_layer"
+                ],
+                "dp_cells_upper_bound": bounds["dp_cells_upper_bound"],
+                "observed_occupied_cells": (
+                    observed["occupied_cells"] if observed is not None else 0
+                ),
+                "dp_transitions_upper_bound": bounds["dp_transitions_upper_bound"],
+                "observed_transitions": (
+                    observed["transitions"] if observed is not None else 0
+                ),
+                "peak_count_bits": (
+                    observed["peak_count_bits"] if observed is not None else 0
+                ),
+            }
+        )
+    return output.getvalue()
+
+
+def profile_text(report: dict[str, object]) -> str:
+    """Render a concise transcript without candidate or timing data."""
+
+    lines = [
+        "Password Policy State-Space Lab — deterministic DP work profile",
+        f"schema_version: {PROFILE_SCHEMA_VERSION}",
+        f"scenario_set: {SCENARIO_SET}",
+        "profiler: cProfile selected project call counts; timing discarded",
+        "",
+    ]
+    for raw_case in cast(list[dict[str, object]], report["cases"]):
+        bounds = cast(dict[str, object], raw_case["bounds"])
+        observed = _accepted_observation(raw_case)
+        if observed is None:
+            lines.append(
+                f"{raw_case['case_id']}: rejected before enumeration · "
+                f"cells bound {bounds['dp_cells_upper_bound']} · "
+                f"transitions bound {bounds['dp_transitions_upper_bound']} · "
+                "build calls 0 · consume calls 0"
+            )
+        else:
+            lines.append(
+                f"{raw_case['case_id']}: accepted · "
+                f"cells {observed['occupied_cells']}/"
+                f"{bounds['dp_cells_upper_bound']} · "
+                f"transitions {observed['transitions']}/"
+                f"{bounds['dp_transitions_upper_bound']} · "
+                f"peak integer {observed['peak_count_bits']} bits"
+            )
+    lines.extend(
+        (
+            "",
+            (
+                "Scope: deterministic work counts only; no elapsed-time, RSS, "
+                "hardware, or speed claim."
+            ),
+            (
+                "Safety: no entropy consumed and no password candidate "
+                "constructed or emitted."
+            ),
+            "",
+        )
+    )
+    return "\n".join(lines)
+
+
+def main(argv: Sequence[str] | None = None) -> int:
+    """Run the fixed profile and write exactly one selected representation."""
+
+    parser = argparse.ArgumentParser(
+        description="Profile deterministic PasswordSpace construction work.",
+        allow_abbrev=False,
+    )
+    parser.add_argument(
+        "--format",
+        choices=("json", "csv", "text"),
+        default="json",
+    )
+    arguments = parser.parse_args(argv)
+    report = build_profile()
+    output_format = cast(Literal["json", "csv", "text"], arguments.format)
+    rendered = {
+        "json": profile_json,
+        "csv": profile_csv,
+        "text": profile_text,
+    }[output_format](report)
+    print(rendered, end="")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tests/test_complexity_profile.py b/tests/test_complexity_profile.py
new file mode 100644
index 0000000..e15aa5f
--- /dev/null
+++ b/tests/test_complexity_profile.py
@@ -0,0 +1,195 @@
+from __future__ import annotations
+
+import importlib.util
+import json
+import secrets
+import sys
+from itertools import product
+from pathlib import Path
+from types import ModuleType
+from typing import Any, cast
+
+import pytest
+
+import password_policy_lab.space as space_module
+from password_policy_lab import CharacterClass, PasswordPolicy, PasswordSpace
+
+
+def _load_profiler() -> ModuleType:
+    path = Path(__file__).resolve().parents[1] / "scripts/profile_complexity.py"
+    spec = importlib.util.spec_from_file_location("complexity_profile_for_tests", path)
+    if spec is None or spec.loader is None:
+        raise RuntimeError("could not load the complexity profiler")
+    module = importlib.util.module_from_spec(spec)
+    sys.modules[spec.name] = module
+    spec.loader.exec_module(module)
+    return module
+
+
+profiler = cast(Any, _load_profiler())
+
+
+def _cases(report: dict[str, object]) -> dict[str, dict[str, object]]:
+    return {
+        cast(str, item["case_id"]): item
+        for item in cast(list[dict[str, object]], report["cases"])
+    }
+
+
+def test_profile_records_exact_sparse_work_and_fail_fast_boundary() -> None:
+    report = cast(dict[str, object], profiler.build_profile())
+    cases = _cases(report)
+
+    assert list(cases) == [scenario.identifier for scenario in profiler.SCENARIOS]
+    expected = {
+        "default-visible-ascii-20": (304, 336, 1_212),
+        "balanced-visible-ascii-24": (31_213, 60_025, 124_848),
+        "skewed-visible-ascii-24": (2_288, 4_400, 9_148),
+        "near-budget-eight-class-32": (164_025, 216_513, 1_312_192),
+        "arbitrary-precision-one-class-256": (33_153, 66_049, 33_152),
+    }
+    for identifier, (cells, upper_bound, transitions) in expected.items():
+        case = cases[identifier]
+        observed = cast(dict[str, object], case["observed"])
+        bounds = cast(dict[str, object], case["bounds"])
+        calls = cast(dict[str, dict[str, int]], case["profiled_calls"])
+        work = cast(dict[str, int], case["work_counters"])
+        oracles = cast(dict[str, object], case["independent_oracles"])
+        assert case["outcome"] == "accepted"
+        assert observed["occupied_cells"] == cells
+        assert bounds["dp_cells_upper_bound"] == upper_bound
+        assert observed["transitions"] == transitions
+        assert calls["build_layers"] == {
+            "primitive_calls": 1,
+            "total_calls": 1,
+        }
+        assert calls["consume"] == {
+            "primitive_calls": transitions,
+            "total_calls": transitions,
+        }
+        assert work == {
+            "product_calls": cast(
+                int, cast(dict[str, object], case["policy"])["length"]
+            ),
+            "product_vectors": cast(
+                int, cast(dict[str, object], case["policy"])["length"]
+            )
+            * cast(int, bounds["state_vectors_upper_bound_per_layer"]),
+            "consume_calls": transitions,
+        }
+        assert oracles["occupied_cells"] == cells
+        assert oracles["transitions"] == transitions
+        assert oracles["valid_state_space"] == observed["valid_state_space"]
+
+    arbitrary = cast(
+        dict[str, object], cases["arbitrary-precision-one-class-256"]["observed"]
+    )
+    assert arbitrary["peak_count_bits"] == (94**256).bit_length()
+
+    rejected = cases["rejected-eight-class-32"]
+    rejected_bounds = cast(dict[str, object], rejected["bounds"])
+    assert rejected["outcome"] == "rejected-before-enumeration"
+    assert rejected["rejection"] == "dynamic-programming-complexity-budget"
+    assert rejected_bounds["dp_cells_upper_bound"] == 2_162_688
+    assert rejected_bounds["dp_transitions_upper_bound"] == 17_301_504
+    assert rejected["profiled_calls"] == {
+        "build_layers": {"primitive_calls": 0, "total_calls": 0},
+        "consume": {"primitive_calls": 0, "total_calls": 0},
+    }
+    assert rejected["work_counters"] == {
+        "product_calls": 0,
+        "product_vectors": 0,
+        "consume_calls": 0,
+    }
+
+
+def test_independent_oracles_match_a_small_exhaustive_space() -> None:
+    policy = PasswordPolicy(
+        4,
+        (
+            CharacterClass("letters", "ab", 2),
+            CharacterClass("digits", "01", 1),
+        ),
+    )
+    exhaustive = sum(
+        all(
+            sum(symbol in character_class.symbols for symbol in candidate)
+            >= character_class.minimum
+            for character_class in policy.classes
+        )
+        for candidate in product(policy.alphabet, repeat=policy.length)
+    )
+    oracle = profiler._state_space_oracle(
+        policy.length,
+        tuple(len(item.symbols) for item in policy.classes),
+        policy.minima,
+    )
+    occupancy = profiler._layer_occupancy_oracle(policy.length, policy.minima)
+    space = PasswordSpace(policy)
+
+    assert oracle == exhaustive == space.total
+    assert occupancy == tuple(len(layer) for layer in space._layers)
+
+
+def test_rejected_profile_never_enters_product_or_consume(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    rejected = profiler.SCENARIOS[-1]
+
+    def fail(*values: object) -> None:
+        raise AssertionError(f"enumeration must not start: {len(values)}")
+
+    monkeypatch.setattr(space_module, "product", fail)
+    monkeypatch.setattr(space_module, "_consume", fail)
+
+    case = profiler.profile_scenario(rejected)
+
+    assert case["outcome"] == "rejected-before-enumeration"
+
+
+def test_profile_never_consumes_entropy(monkeypatch: pytest.MonkeyPatch) -> None:
+    def fail_entropy(upper_bound: int) -> int:
+        raise AssertionError(f"entropy must not be consumed: {upper_bound}")
+
+    monkeypatch.setattr(secrets, "randbelow", fail_entropy)
+
+    report = profiler.build_profile()
+
+    assert (
+        cast(dict[str, object], report["claim_boundaries"])["entropy_consumed"] is False
+    )
+
+
+def test_serializations_are_canonical_stable_and_candidate_free() -> None:
+    report = profiler.build_profile()
+    first_json = profiler.profile_json(report)
+    second_json = profiler.profile_json(profiler.build_profile())
+    csv_text = profiler.profile_csv(report)
+    text = profiler.profile_text(report)
+
+    assert first_json == second_json
+    assert first_json == (
+        json.dumps(json.loads(first_json), ensure_ascii=True, indent=2, sort_keys=True)
+        + "\n"
+    )
+    assert csv_text.splitlines()[0] == ",".join(profiler._CSV_COLUMNS)
+    assert len(csv_text.splitlines()) == len(profiler.SCENARIOS) + 1
+    assert "timing discarded" in text
+    assert "no elapsed-time, RSS, hardware, or speed claim" in text
+    assert "no password candidate constructed or emitted" in text
+    combined = first_json + csv_text + text
+    assert "/home/" not in combined
+    assert "generated_password" not in combined
+    assert 'wall_clock_timing_included": true' not in combined
+
+
+@pytest.mark.parametrize("output_format", ("json", "csv", "text"))
+def test_cli_emits_exact_selected_representation(
+    output_format: str,
+    capsys: pytest.CaptureFixture[str],
+) -> None:
+    assert profiler.main(["--format", output_format]) == 0
+    captured = capsys.readouterr()
+    assert captured.err == ""
+    assert captured.out
+    assert captured.out.endswith("\n")

From 09b346c94f25bf37be42da3ced6514892d36fdc6 Mon Sep 17 00:00:00 2001
From: Omar Ibrahim <31526072+omar07ibrahim@users.noreply.github.com>
Date: Sun, 2 Aug 2026 00:41:32 +0000
Subject: [PATCH 2/2] Publish differential DP complexity evidence

---
 README.md                                |  38 ++
 docs/assets/dp-complexity-cli.png        | Bin 0 -> 104431 bytes
 docs/assets/dp-layer-occupancy.svg       | 108 ++++
 docs/assets/dp-work-counts.svg           |  91 +++
 docs/assets/quality-gate.png             | Bin 146227 -> 146498 bytes
 docs/evidence/dp-complexity-profile.json | 715 +++++++++++++++++++++++
 docs/evidence/dp-complexity-profile.txt  |  15 +
 docs/evidence/manifest.json              | 103 +++-
 docs/evidence/quality-gate.txt           |  12 +-
 scripts/check_evidence.py                | 617 ++++++++++++++++++-
 scripts/evidence_rendering.py            | 659 ++++++++++++++++++++-
 scripts/generate_evidence.py             | 109 +++-
 scripts/profile_complexity.py            |  16 +-
 tests/test_complexity_profile.py         |  12 +-
 tests/test_complexity_rendering.py       | 237 ++++++++
 tests/test_evidence.py                   | 181 +++++-
 tests/test_evidence_generation.py        |  50 ++
 17 files changed, 2922 insertions(+), 41 deletions(-)
 create mode 100644 docs/assets/dp-complexity-cli.png
 create mode 100644 docs/assets/dp-layer-occupancy.svg
 create mode 100644 docs/assets/dp-work-counts.svg
 create mode 100644 docs/evidence/dp-complexity-profile.json
 create mode 100644 docs/evidence/dp-complexity-profile.txt
 create mode 100644 tests/test_complexity_rendering.py
 create mode 100644 tests/test_evidence_generation.py

diff --git a/README.md b/README.md
index d5c0914..efa67b0 100644
--- a/README.md
+++ b/README.md
@@ -127,6 +127,44 @@ policy-satisfying share on an honest 0–100% scale. Counts and entropy describe
 uniform draw from this state space; they are not a password-strength score or an
 authentication guarantee.
 
+## Differential dynamic-programming work evidence
+
+![Exact logical work counters for six fixed policy scenarios](docs/assets/dp-work-counts.svg)
+
+The profiler constructs the real `PasswordSpace` under six fixed public
+policies and retains only deterministic logical counters. A context-managed
+iterator wrapper counts every deficit vector yielded to the production loop;
+`cProfile` independently records exact `_build_layers` and `_consume` call
+counts. Separate polynomial-convolution and class-population oracles must agree
+with layer occupancy and the final arbitrary-precision state-space total.
+
+The controlled comparison keeps length `24`, the same four class widths, and
+the same total minimum `24`: balanced minima `(6, 6, 6, 6)` materialize
+`31,213` cells and perform `124,848` transitions, while skewed minima
+`(21, 1, 1, 1)` materialize `2,288` cells and perform `9,148` transitions.
+This isolates the shape of the deficit state space instead of presenting a
+wall-clock benchmark.
+
+![Observed layer occupancy for five accepted policies and one explicit rejection boundary](docs/assets/dp-layer-occupancy.svg)
+
+The near-budget eight-class case is accepted at `164,025 / 216,513` cells and
+`1,312,192 / 1,732,104` transitions. Raising every minimum from `2` to `3`
+pushes the conservative bounds to `2,162,688` cells and `17,301,504`
+transitions; profiling observes zero product, layer-build, and consume calls
+because rejection happens before enumeration. The maximum-length one-class
+case remains accepted and reaches a `1,678`-bit count. That bit length describes
+integer arithmetic magnitude, not allocated memory.
+
+![Real deterministic complexity profiler output](docs/assets/dp-complexity-cli.png)
+
+Run the concise profile with `make complexity-profile`. The complete
+[canonical JSON receipt](docs/evidence/dp-complexity-profile.json) retains every
+accepted layer, while the
+[real command transcript](docs/evidence/dp-complexity-profile.txt) stays short
+enough to review. The evidence makes no elapsed-time, throughput, RSS,
+allocation, CPU, hardware, password-strength, or cross-machine performance
+claim. It consumes no entropy and constructs or emits no password candidate.
+
 ## Deterministic audit CLI
 
 The inspection commands never sample a password. They emit exact decimal
diff --git a/docs/assets/dp-complexity-cli.png b/docs/assets/dp-complexity-cli.png
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+  <path d="M0 0 H1800 V1320 H0 Z" fill="none" stroke="#36505a" stroke-width="2"/>
+  <text x="70" y="78" class="title">Sparse DP occupancy, layer by exact layer</text>
+  <text x="70" y="118" class="subtitle">Every accepted curve is drawn directly from the profiled layer_occupancy array; the rejected policy has no invented series.</text>
+  <rect x="70" y="150" width="1660" height="50" rx="16" fill="#17262d" stroke="#36505a"/>
+  <text x="900" y="182" text-anchor="middle" class="caption">Logical state counts only · no elapsed time · no RSS · no hardware performance claim</text>
+  <g id="dp-layer-default-visible-ascii-20" role="group" aria-label="Default visible ASCII; exact occupancy for layers zero through 20; total occupied cells 304; peak layer occupancy 16; transition calls 1212">
+    <rect x="55" y="230" width="820" height="300" rx="18" fill="#111c21" stroke="#36505a"/>
+    <text x="83" y="272" class="node-title">Default visible ASCII</text>
+    <text x="83" y="302" class="node-detail">L=20 · minima 1 / 1 / 1 / 1 · peak 16 states</text>
+    <text x="103" y="338" class="node-code">states 16</text>
+    <line x1="103" y1="350" x2="827" y2="350" stroke="#36505a" stroke-dasharray="6 7"/>
+    <line x1="103" y1="450" x2="827" y2="450" stroke="#36505a"/>
+    <polyline data-series="layer-occupancy" points="103,450 139,424 175,384 211,357 247,350 284,350 320,350 356,350 392,350 428,350 465,350 501,350 537,350 573,350 609,350 646,350 682,350 718,350 754,350 790,350 827,350" fill="none" stroke="#63e6d2" stroke-width="4" stroke-linejoin="round" stroke-linecap="round"/>
+    <circle cx="103" cy="450" r="5" fill="#f4c95d"/>
+    <circle cx="827" cy="350" r="5" fill="#f4c95d"/>
+    <text x="103" y="475" class="caption">remaining 0 · states 1</text>
+    <text x="827" y="475" text-anchor="end" class="caption">remaining 20 · states 16</text>
+    <text x="83" y="502" class="node-code">occupied 304 · product 20 calls / 320 vectors · consume 1,212</text>
+  </g>  <g id="dp-layer-balanced-visible-ascii-24" role="group" aria-label="Balanced strict minima; exact occupancy for layers zero through 24; total occupied cells 31213; peak layer occupancy 2401; transition calls 124848">
+    <rect x="925" y="230" width="820" height="300" rx="18" fill="#111c21" stroke="#36505a"/>
+    <text x="953" y="272" class="node-title">Balanced strict minima</text>
+    <text x="953" y="302" class="node-detail">L=24 · minima 6 / 6 / 6 / 6 · peak 2,401 states</text>
+    <text x="973" y="338" class="node-code">states 2,401</text>
+    <line x1="973" y1="350" x2="1697" y2="350" stroke="#36505a" stroke-dasharray="6 7"/>
+    <line x1="973" y1="450" x2="1697" y2="450" stroke="#36505a"/>
+    <polyline data-series="layer-occupancy" points="973,450 1003,450 1033,450 1063,449 1093,448 1123,445 1154,442 1184,437 1214,431 1244,423 1274,415 1304,405 1335,396 1365,386 1395,378 1425,370 1455,364 1485,359 1516,356 1546,353 1576,352 1606,351 1636,351 1666,351 1697,350" fill="none" stroke="#63e6d2" stroke-width="4" stroke-linejoin="round" stroke-linecap="round"/>
+    <circle cx="973" cy="450" r="5" fill="#f4c95d"/>
+    <circle cx="1697" cy="350" r="5" fill="#f4c95d"/>
+    <text x="973" y="475" class="caption">remaining 0 · states 1</text>
+    <text x="1697" y="475" text-anchor="end" class="caption">remaining 24 · states 2,401</text>
+    <text x="953" y="502" class="node-code">occupied 31,213 · product 24 calls / 57,624 vectors · consume 124,848</text>
+  </g>  <g id="dp-layer-skewed-visible-ascii-24" role="group" aria-label="Skewed strict minima; exact occupancy for layers zero through 24; total occupied cells 2288; peak layer occupancy 176; transition calls 9148">
+    <rect x="55" y="570" width="820" height="300" rx="18" fill="#111c21" stroke="#36505a"/>
+    <text x="83" y="612" class="node-title">Skewed strict minima</text>
+    <text x="83" y="642" class="node-detail">L=24 · minima 21 / 1 / 1 / 1 · peak 176 states</text>
+    <text x="103" y="678" class="node-code">states 176</text>
+    <line x1="103" y1="690" x2="827" y2="690" stroke="#36505a" stroke-dasharray="6 7"/>
+    <line x1="103" y1="790" x2="827" y2="790" stroke="#36505a"/>
+    <polyline data-series="layer-occupancy" points="103,790 133,788 163,784 193,780 223,775 253,770 284,766 314,761 344,757 374,752 404,748 434,743 465,738 495,734 525,729 555,725 585,720 615,716 646,711 676,706 706,702 736,697 766,693 796,691 827,690" fill="none" stroke="#63e6d2" stroke-width="4" stroke-linejoin="round" stroke-linecap="round"/>
+    <circle cx="103" cy="790" r="5" fill="#f4c95d"/>
+    <circle cx="827" cy="690" r="5" fill="#f4c95d"/>
+    <text x="103" y="815" class="caption">remaining 0 · states 1</text>
+    <text x="827" y="815" text-anchor="end" class="caption">remaining 24 · states 176</text>
+    <text x="83" y="842" class="node-code">occupied 2,288 · product 24 calls / 4,224 vectors · consume 9,148</text>
+  </g>  <g id="dp-layer-near-budget-eight-class-32" role="group" aria-label="Eight-class budget edge; exact occupancy for layers zero through 32; total occupied cells 164025; peak layer occupancy 6561; transition calls 1312192">
+    <rect x="925" y="570" width="820" height="300" rx="18" fill="#111c21" stroke="#36505a"/>
+    <text x="953" y="612" class="node-title">Eight-class budget edge</text>
+    <text x="953" y="642" class="node-detail">L=32 · minima 2 / 2 / 2 / 2 / 2 / 2 / 2 / 2 · peak 6,561 states</text>
+    <text x="973" y="678" class="node-code">states 6,561</text>
+    <line x1="973" y1="690" x2="1697" y2="690" stroke="#36505a" stroke-dasharray="6 7"/>
+    <line x1="973" y1="790" x2="1697" y2="790" stroke="#36505a"/>
+    <polyline data-series="layer-occupancy" points="973,790 995,790 1018,790 1040,788 1063,784 1086,776 1108,764 1131,749 1154,732 1176,717 1199,705 1221,697 1244,693 1267,691 1289,691 1312,691 1335,690 1357,690 1380,690 1402,690 1425,690 1448,690 1470,690 1493,690 1516,690 1538,690 1561,690 1583,690 1606,690 1629,690 1651,690 1674,690 1697,690" fill="none" stroke="#63e6d2" stroke-width="4" stroke-linejoin="round" stroke-linecap="round"/>
+    <circle cx="973" cy="790" r="5" fill="#f4c95d"/>
+    <circle cx="1697" cy="690" r="5" fill="#f4c95d"/>
+    <text x="973" y="815" class="caption">remaining 0 · states 1</text>
+    <text x="1697" y="815" text-anchor="end" class="caption">remaining 32 · states 6,561</text>
+    <text x="953" y="842" class="node-code">occupied 164,025 · product 32 calls / 209,952 vectors · consume 1,312,192</text>
+  </g>  <g id="dp-layer-arbitrary-precision-one-class-256" role="group" aria-label="Arbitrary-precision depth; exact occupancy for layers zero through 256; total occupied cells 33153; peak layer occupancy 257; transition calls 33152">
+    <rect x="55" y="910" width="820" height="300" rx="18" fill="#111c21" stroke="#36505a"/>
+    <text x="83" y="952" class="node-title">Arbitrary-precision depth</text>
+    <text x="83" y="982" class="node-detail">L=256 · minima 256 · peak 257 states</text>
+    <text x="103" y="1018" class="node-code">states 257</text>
+    <line x1="103" y1="1030" x2="827" y2="1030" stroke="#36505a" stroke-dasharray="6 7"/>
+    <line x1="103" y1="1130" x2="827" y2="1130" stroke="#36505a"/>
+    <polyline data-series="layer-occupancy" points="103,1130 105,1130 108,1130 111,1129 114,1129 117,1129 119,1128 122,1128 125,1127 128,1127 131,1127 134,1126 136,1126 139,1125 142,1125 145,1125 148,1124 151,1124 153,1123 156,1123 159,1123 162,1122 165,1122 168,1122 170,1121 173,1121 176,1120 179,1120 182,1120 185,1119 187,1119 190,1118 193,1118 196,1118 199,1117 201,1117 204,1116 207,1116 210,1116 213,1115 216,1115 218,1114 221,1114 224,1114 227,1113 230,1113 233,1113 235,1112 238,1112 241,1111 244,1111 247,1111 250,1110 252,1110 255,1109 258,1109 261,1109 264,1108 267,1108 269,1107 272,1107 275,1107 278,1106 281,1106 284,1105 286,1105 289,1105 292,1104 295,1104 298,1104 300,1103 303,1103 306,1102 309,1102 312,1102 315,1101 317,1101 320,1100 323,1100 326,1100 329,1099 332,1099 334,1098 337,1098 340,1098 343,1097 346,1097 349,1097 351,1096 354,1096 357,1095 360,1095 363,1095 366,1094 368,1094 371,1093 374,1093 377,1093 380,1092 382,1092 385,1091 388,1091 391,1091 394,1090 397,1090 399,1089 402,1089 405,1089 408,1088 411,1088 414,1088 416,1087 419,1087 422,1086 425,1086 428,1086 431,1085 433,1085 436,1084 439,1084 442,1084 445,1083 448,1083 450,1082 453,1082 456,1082 459,1081 462,1081 465,1080 467,1080 470,1080 473,1079 476,1079 479,1079 481,1078 484,1078 487,1077 490,1077 493,1077 496,1076 498,1076 501,1075 504,1075 507,1075 510,1074 513,1074 515,1073 518,1073 521,1073 524,1072 527,1072 530,1072 532,1071 535,1071 538,1070 541,1070 544,1070 547,1069 549,1069 552,1068 555,1068 558,1068 561,1067 563,1067 566,1066 569,1066 572,1066 575,1065 578,1065 580,1064 583,1064 586,1064 589,1063 592,1063 595,1063 597,1062 600,1062 603,1061 606,1061 609,1061 612,1060 614,1060 617,1059 620,1059 623,1059 626,1058 629,1058 631,1057 634,1057 637,1057 640,1056 643,1056 646,1055 648,1055 651,1055 654,1054 657,1054 660,1054 662,1053 665,1053 668,1052 671,1052 674,1052 677,1051 679,1051 682,1050 685,1050 688,1050 691,1049 694,1049 696,1048 699,1048 702,1048 705,1047 708,1047 711,1047 713,1046 716,1046 719,1045 722,1045 725,1045 728,1044 730,1044 733,1043 736,1043 739,1043 742,1042 744,1042 747,1041 750,1041 753,1041 756,1040 759,1040 761,1039 764,1039 767,1039 770,1038 773,1038 776,1038 778,1037 781,1037 784,1036 787,1036 790,1036 793,1035 795,1035 798,1034 801,1034 804,1034 807,1033 810,1033 812,1032 815,1032 818,1032 821,1031 824,1031 827,1030" fill="none" stroke="#63e6d2" stroke-width="4" stroke-linejoin="round" stroke-linecap="round"/>
+    <circle cx="103" cy="1130" r="5" fill="#f4c95d"/>
+    <circle cx="827" cy="1030" r="5" fill="#f4c95d"/>
+    <text x="103" y="1155" class="caption">remaining 0 · states 1</text>
+    <text x="827" y="1155" text-anchor="end" class="caption">remaining 256 · states 257</text>
+    <text x="83" y="1182" class="node-code">occupied 33,153 · product 256 calls / 65,792 vectors · consume 33,152</text>
+  </g>  <g id="dp-layer-rejected-eight-class-32" role="group" aria-label="Fail-fast budget guard; rejected before enumeration; no layer occupancy curve; product calls zero; consume calls zero">
+    <rect x="925" y="910" width="820" height="300" rx="18" fill="#111c21" stroke="#f4c95d" stroke-width="2"/>
+    <text x="953" y="952" class="node-title">Fail-fast budget guard</text>
+    <text x="953" y="982" class="node-detail">L=32 · minima 3 / 3 / 3 / 3 / 3 / 3 / 3 / 3</text>
+    <rect x="973" y="1018" width="724" height="102" rx="14" fill="#17262d" stroke="#f4c95d" stroke-width="2" stroke-dasharray="10 8"/>
+    <text x="1335" y="1058" text-anchor="middle" class="node-title">NO CURVE · PRECHECK REJECTED</text>
+    <text x="1335" y="1091" text-anchor="middle" class="node-detail">cell bound 2,162,688 / 250,000 · transition bound 17,301,504 / 2,000,000</text>
+    <text x="953" y="1162" class="node-code">product 0 calls · 0 vectors · consume 0</text>
+    <text x="953" y="1190" class="caption">No layer table exists, so no occupancy series is drawn.</text>
+  </g>
+  <text x="70" y="1280" class="caption">Horizontal axis: remaining positions. Vertical axis: retained bounded-deficit vectors on an exact linear scale within each panel.</text>
+  <text x="1730" y="1280" text-anchor="end" class="node-code">5 observed curves · 1 fail-fast boundary</text>
+</svg>
diff --git a/docs/assets/dp-work-counts.svg b/docs/assets/dp-work-counts.svg
new file mode 100644
index 0000000..64ebd8d
--- /dev/null
+++ b/docs/assets/dp-work-counts.svg
@@ -0,0 +1,91 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="1800" height="1120" viewBox="0 0 1800 1120" role="img" aria-labelledby="title description">
+  <title id="title">Deterministic dynamic-programming work counts</title>
+  <desc id="description">Six fixed password-policy cases compare exact logical occupied cells and transition calls with preflight bounds. The rejected case records no dynamic-programming enumeration.</desc>
+  <defs>
+    <marker id="arrow-teal" viewBox="0 0 10 10" refX="9" refY="5" markerWidth="8" markerHeight="8" orient="auto-start-reverse">
+      <path d="M 0 0 L 10 5 L 0 10 z" fill="#63e6d2"/>
+    </marker>
+    <marker id="arrow-gold" viewBox="0 0 10 10" refX="9" refY="5" markerWidth="8" markerHeight="8" orient="auto-start-reverse">
+      <path d="M 0 0 L 10 5 L 0 10 z" fill="#f4c95d"/>
+    </marker>
+    <filter id="shadow" x="-20%" y="-20%" width="140%" height="140%">
+      <feDropShadow dx="0" dy="8" stdDeviation="12" flood-color="#000000" flood-opacity=".28"/>
+    </filter>
+    <style>
+      .title { fill: #edf5f1; font: 700 42px system-ui, sans-serif; letter-spacing: -1px; }
+      .subtitle { fill: #9fb4ad; font: 400 20px system-ui, sans-serif; }
+      .lane { fill: #63e6d2; font: 700 15px ui-monospace, monospace; letter-spacing: 2px; }
+      .node-title { fill: #edf5f1; font: 700 22px system-ui, sans-serif; }
+      .node-detail { fill: #9fb4ad; font: 400 16px system-ui, sans-serif; }
+      .node-code { fill: #f4c95d; font: 600 15px ui-monospace, monospace; }
+      .step { fill: #0a1014; font: 800 15px ui-monospace, monospace; }
+      .caption { fill: #9fb4ad; font: 400 16px system-ui, sans-serif; }
+    </style>
+  </defs>
+  <rect width="1800" height="1120" rx="28" fill="#0a1014"/>
+  <path d="M0 0 H1800 V1120 H0 Z" fill="none" stroke="#36505a" stroke-width="2"/>
+  <text x="70" y="78" class="title">Logical DP work, measured without a stopwatch</text>
+  <text x="70" y="118" class="subtitle">Five accepted policies expose actual table work; the sixth proves the preflight budget stops before enumeration.</text>
+  <rect x="70" y="150" width="1660" height="74" rx="18" fill="#17262d" stroke="#36505a"/>
+  <text x="100" y="182" class="lane">DETERMINISTIC COUNTER CONTRACT · cProfile CALL COUNTS + ITERATOR COUNTERS</text>
+  <text x="100" y="208" class="caption">Logical operations only · no elapsed time · no RSS · no hardware performance claim</text>
+  <text x="470" y="270" class="lane">OCCUPIED DP CELLS / RECTANGULAR BOUND</text>
+  <text x="1125" y="270" class="lane">_CONSUME CALLS / TRANSITION BOUND</text>
+  <g id="dp-work-default-visible-ascii-20" role="group" aria-label="Default visible ASCII; length 20; occupied cells 304; cell bound 336; transition calls 1212; transition bound 1344">
+    <rect x="55" y="288" width="1690" height="105" rx="15" fill="#111c21" stroke="#36505a"/>
+    <text x="78" y="320" class="node-title">Default visible ASCII</text>
+    <text x="78" y="350" class="node-detail">L=20 · minima 1 / 1 / 1 / 1</text>
+    <text x="78" y="377" class="node-code">product 20 calls · 320 vectors · consume 1,212</text>
+    <rect x="470" y="303" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="470" y="303" width="452" height="18" rx="9" fill="#63e6d2"/>
+    <text x="470" y="350" class="node-detail">304 occupied / 336 bound</text>
+    <rect x="1125" y="303" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="1125" y="303" width="451" height="18" rx="9" fill="#63e6d2"/>
+    <text x="1125" y="350" class="node-detail">1,212 calls / 1,344 bound</text>
+  </g>  <g id="dp-work-balanced-visible-ascii-24" role="group" aria-label="Balanced strict minima; length 24; occupied cells 31213; cell bound 60025; transition calls 124848; transition bound 240100">
+    <rect x="55" y="408" width="1690" height="105" rx="15" fill="#111c21" stroke="#36505a"/>
+    <text x="78" y="440" class="node-title">Balanced strict minima</text>
+    <text x="78" y="470" class="node-detail">L=24 · minima 6 / 6 / 6 / 6</text>
+    <text x="78" y="497" class="node-code">product 24 calls · 57,624 vectors · consume 124,848</text>
+    <rect x="470" y="423" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="470" y="423" width="260" height="18" rx="9" fill="#63e6d2"/>
+    <text x="470" y="470" class="node-detail">31,213 occupied / 60,025 bound</text>
+    <rect x="1125" y="423" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="1125" y="423" width="260" height="18" rx="9" fill="#63e6d2"/>
+    <text x="1125" y="470" class="node-detail">124,848 calls / 240,100 bound</text>
+  </g>  <g id="dp-work-skewed-visible-ascii-24" role="group" aria-label="Skewed strict minima; length 24; occupied cells 2288; cell bound 4400; transition calls 9148; transition bound 17600">
+    <rect x="55" y="528" width="1690" height="105" rx="15" fill="#111c21" stroke="#36505a"/>
+    <text x="78" y="560" class="node-title">Skewed strict minima</text>
+    <text x="78" y="590" class="node-detail">L=24 · minima 21 / 1 / 1 / 1</text>
+    <text x="78" y="617" class="node-code">product 24 calls · 4,224 vectors · consume 9,148</text>
+    <rect x="470" y="543" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="470" y="543" width="260" height="18" rx="9" fill="#63e6d2"/>
+    <text x="470" y="590" class="node-detail">2,288 occupied / 4,400 bound</text>
+    <rect x="1125" y="543" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="1125" y="543" width="260" height="18" rx="9" fill="#63e6d2"/>
+    <text x="1125" y="590" class="node-detail">9,148 calls / 17,600 bound</text>
+  </g>  <g id="dp-work-near-budget-eight-class-32" role="group" aria-label="Eight-class budget edge; length 32; occupied cells 164025; cell bound 216513; transition calls 1312192; transition bound 1732104">
+    <rect x="55" y="648" width="1690" height="105" rx="15" fill="#111c21" stroke="#36505a"/>
+    <text x="78" y="680" class="node-title">Eight-class budget edge</text>
+    <text x="78" y="710" class="node-detail">L=32 · minima 2 / 2 / 2 / 2 / 2 / 2 / 2 / 2</text>
+    <text x="78" y="737" class="node-code">product 32 calls · 209,952 vectors · consume 1,312,192</text>
+    <rect x="470" y="663" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="470" y="663" width="379" height="18" rx="9" fill="#63e6d2"/>
+    <text x="470" y="710" class="node-detail">164,025 occupied / 216,513 bound</text>
+    <rect x="1125" y="663" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="1125" y="663" width="379" height="18" rx="9" fill="#63e6d2"/>
+    <text x="1125" y="710" class="node-detail">1,312,192 calls / 1,732,104 bound</text>
+  </g>  <g id="dp-work-arbitrary-precision-one-class-256" role="group" aria-label="Arbitrary-precision depth; length 256; occupied cells 33153; cell bound 66049; transition calls 33152; transition bound 66049">
+    <rect x="55" y="768" width="1690" height="105" rx="15" fill="#111c21" stroke="#36505a"/>
+    <text x="78" y="800" class="node-title">Arbitrary-precision depth</text>
+    <text x="78" y="830" class="node-detail">L=256 · minima 256</text>
+    <text x="78" y="857" class="node-code">product 256 calls · 65,792 vectors · consume 33,152</text>
+    <rect x="470" y="783" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="470" y="783" width="251" height="18" rx="9" fill="#63e6d2"/>
+    <text x="470" y="830" class="node-detail">33,153 occupied / 66,049 bound</text>
+    <rect x="1125" y="783" width="500" height="18" rx="9" fill="#17262d" stroke="#36505a"/><rect x="1125" y="783" width="251" height="18" rx="9" fill="#63e6d2"/>
+    <text x="1125" y="830" class="node-detail">33,152 calls / 66,049 bound</text>
+  </g>  <g id="dp-work-rejected-eight-class-32" role="group" aria-label="Fail-fast budget guard; length 32; occupied cells 0; cell bound 2162688; transition calls 0; transition bound 17301504">
+    <rect x="55" y="888" width="1690" height="105" rx="15" fill="#111c21" stroke="#36505a"/>
+    <text x="78" y="920" class="node-title">Fail-fast budget guard</text>
+    <text x="78" y="950" class="node-detail">L=32 · minima 3 / 3 / 3 / 3 / 3 / 3 / 3 / 3</text>
+    <text x="78" y="977" class="node-code">product 0 calls · 0 vectors · consume 0</text>
+    <rect x="470" y="903" width="500" height="18" rx="9" fill="#17262d" stroke="#f4c95d" stroke-width="2" stroke-dasharray="8 7"/>
+    <text x="470" y="950" class="node-detail">preflight stop · bound 2,162,688 / budget 250,000</text>
+    <rect x="1125" y="903" width="500" height="18" rx="9" fill="#17262d" stroke="#f4c95d" stroke-width="2" stroke-dasharray="8 7"/>
+    <text x="1125" y="950" class="node-detail">preflight stop · bound 17,301,504 / budget 2,000,000</text>
+  </g>
+  <text x="70" y="1075" class="caption">Bars encode exact observed-to-bound ratios; every raw integer remains printed beside its bar.</text>
+  <text x="1730" y="1075" text-anchor="end" class="node-code">rejected case: product 0 · consume 0</text>
+</svg>
diff --git a/docs/assets/quality-gate.png b/docs/assets/quality-gate.png
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diff --git a/docs/evidence/dp-complexity-profile.json b/docs/evidence/dp-complexity-profile.json
new file mode 100644
index 0000000..6865190
--- /dev/null
+++ b/docs/evidence/dp-complexity-profile.json
@@ -0,0 +1,715 @@
+{
+  "cases": [
+    {
+      "bounds": {
+        "dp_cells_budget": 250000,
+        "dp_cells_upper_bound": 336,
+        "dp_transitions_budget": 2000000,
+        "dp_transitions_upper_bound": 1344,
+        "state_vectors_upper_bound_per_layer": 16
+      },
+      "case_id": "default-visible-ascii-20",
+      "independent_oracles": {
+        "occupied_cells": 304,
+        "transitions": 1212,
+        "valid_state_space": "2585908648140078948280078326668093030400"
+      },
+      "observed": {
+        "layer_occupancy": [
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+        "occupied_cells": 304,
+        "peak_count_bits": 132,
+        "transitions": 1212,
+        "valid_state_space": "2585908648140078948280078326668093030400"
+      },
+      "outcome": "accepted",
+      "policy": {
+        "class_count": 4,
+        "class_minima": [
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+          1,
+          1,
+          1
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+        "class_widths": [
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+        "length": 20
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+        },
+        "consume": {
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+          "total_calls": 1212
+        }
+      },
+      "work_counters": {
+        "consume_calls": 1212,
+        "product_calls": 20,
+        "product_vectors": 320
+      }
+    },
+    {
+      "bounds": {
+        "dp_cells_budget": 250000,
+        "dp_cells_upper_bound": 60025,
+        "dp_transitions_budget": 2000000,
+        "dp_transitions_upper_bound": 240100,
+        "state_vectors_upper_bound_per_layer": 2401
+      },
+      "case_id": "balanced-visible-ascii-24",
+      "independent_oracles": {
+        "occupied_cells": 31213,
+        "transitions": 124848,
+        "valid_state_space": "236567853874633254943290775707366457344000000"
+      },
+      "observed": {
+        "layer_occupancy": [
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+        "occupied_cells": 31213,
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+        "transitions": 124848,
+        "valid_state_space": "236567853874633254943290775707366457344000000"
+      },
+      "outcome": "accepted",
+      "policy": {
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+        "class_minima": [
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+        ],
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+          "total_calls": 1
+        },
+        "consume": {
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+          "total_calls": 124848
+        }
+      },
+      "work_counters": {
+        "consume_calls": 124848,
+        "product_calls": 24,
+        "product_vectors": 57624
+      }
+    },
+    {
+      "bounds": {
+        "dp_cells_budget": 250000,
+        "dp_cells_upper_bound": 4400,
+        "dp_transitions_budget": 2000000,
+        "dp_transitions_upper_bound": 17600,
+        "state_vectors_upper_bound_per_layer": 176
+      },
+      "case_id": "skewed-visible-ascii-24",
+      "independent_oracles": {
+        "occupied_cells": 2288,
+        "transitions": 9148,
+        "valid_state_space": "52351049460478077365858907291994030080"
+      },
+      "observed": {
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+        ],
+        "occupied_cells": 2288,
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+        "transitions": 9148,
+        "valid_state_space": "52351049460478077365858907291994030080"
+      },
+      "outcome": "accepted",
+      "policy": {
+        "class_count": 4,
+        "class_minima": [
+          21,
+          1,
+          1,
+          1
+        ],
+        "class_widths": [
+          26,
+          26,
+          10,
+          32
+        ],
+        "length": 24
+      },
+      "profiled_calls": {
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+          "total_calls": 1
+        },
+        "consume": {
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+          "total_calls": 9148
+        }
+      },
+      "work_counters": {
+        "consume_calls": 9148,
+        "product_calls": 24,
+        "product_vectors": 4224
+      }
+    },
+    {
+      "bounds": {
+        "dp_cells_budget": 250000,
+        "dp_cells_upper_bound": 216513,
+        "dp_transitions_budget": 2000000,
+        "dp_transitions_upper_bound": 1732104,
+        "state_vectors_upper_bound_per_layer": 6561
+      },
+      "case_id": "near-budget-eight-class-32",
+      "independent_oracles": {
+        "occupied_cells": 164025,
+        "transitions": 1312192,
+        "valid_state_space": "38257913344943146219110345600"
+      },
+      "observed": {
+        "layer_occupancy": [
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+          157,
+          423,
+          927,
+          1711,
+          2727,
+          3834,
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+          6561,
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+          6561,
+          6561
+        ],
+        "occupied_cells": 164025,
+        "peak_count_bits": 97,
+        "transitions": 1312192,
+        "valid_state_space": "38257913344943146219110345600"
+      },
+      "outcome": "accepted",
+      "policy": {
+        "class_count": 8,
+        "class_minima": [
+          2,
+          2,
+          2,
+          2,
+          2,
+          2,
+          2,
+          2
+        ],
+        "class_widths": [
+          1,
+          1,
+          1,
+          1,
+          1,
+          1,
+          1,
+          1
+        ],
+        "length": 32
+      },
+      "profiled_calls": {
+        "build_layers": {
+          "primitive_calls": 1,
+          "total_calls": 1
+        },
+        "consume": {
+          "primitive_calls": 1312192,
+          "total_calls": 1312192
+        }
+      },
+      "work_counters": {
+        "consume_calls": 1312192,
+        "product_calls": 32,
+        "product_vectors": 209952
+      }
+    },
+    {
+      "bounds": {
+        "dp_cells_budget": 250000,
+        "dp_cells_upper_bound": 66049,
+        "dp_transitions_budget": 2000000,
+        "dp_transitions_upper_bound": 66049,
+        "state_vectors_upper_bound_per_layer": 257
+      },
+      "case_id": "arbitrary-precision-one-class-256",
+      "independent_oracles": {
+        "occupied_cells": 33153,
+        "transitions": 33152,
+        "valid_state_space": "13204760283529711086017975496827969102122578748228854932215768953608425957914283378793017392640590182002206404278763711059841035864423601625110254131892757565869495470338450089708080064566367418705500800588966751865304590703827220828902312168631896511588754032589566627857130891842176335593555479284390295575803372353530458476431465822620855640835321633973740736105593048630603713155210875181236521246988904838997921007024818852561511543790205251774474107664518880852848565042488233058496752224510521901056"
+      },
+      "observed": {
+        "layer_occupancy": [
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+        "occupied_cells": 33153,
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+      },
+      "outcome": "accepted",
+      "policy": {
+        "class_count": 1,
+        "class_minima": [
+          256
+        ],
+        "class_widths": [
+          94
+        ],
+        "length": 256
+      },
+      "profiled_calls": {
+        "build_layers": {
+          "primitive_calls": 1,
+          "total_calls": 1
+        },
+        "consume": {
+          "primitive_calls": 33152,
+          "total_calls": 33152
+        }
+      },
+      "work_counters": {
+        "consume_calls": 33152,
+        "product_calls": 256,
+        "product_vectors": 65792
+      }
+    },
+    {
+      "bounds": {
+        "dp_cells_budget": 250000,
+        "dp_cells_upper_bound": 2162688,
+        "dp_transitions_budget": 2000000,
+        "dp_transitions_upper_bound": 17301504,
+        "state_vectors_upper_bound_per_layer": 65536
+      },
+      "case_id": "rejected-eight-class-32",
+      "outcome": "rejected-before-enumeration",
+      "policy": {
+        "class_count": 8,
+        "class_minima": [
+          3,
+          3,
+          3,
+          3,
+          3,
+          3,
+          3,
+          3
+        ],
+        "class_widths": [
+          1,
+          1,
+          1,
+          1,
+          1,
+          1,
+          1,
+          1
+        ],
+        "length": 32
+      },
+      "profiled_calls": {
+        "build_layers": {
+          "primitive_calls": 0,
+          "total_calls": 0
+        },
+        "consume": {
+          "primitive_calls": 0,
+          "total_calls": 0
+        }
+      },
+      "rejection": "dynamic-programming-complexity-budget",
+      "work_counters": {
+        "consume_calls": 0,
+        "product_calls": 0,
+        "product_vectors": 0
+      }
+    }
+  ],
+  "claim_boundaries": {
+    "candidate_output_included": false,
+    "entropy_consumed": false,
+    "hardware_performance_claimed": false,
+    "memory_usage_claimed": false,
+    "wall_clock_timing_included": false
+  },
+  "counter_contract": "logical-dp-operations-v1",
+  "profiler": {
+    "engine": "cProfile",
+    "retained_fields": [
+      "primitive_calls",
+      "total_calls"
+    ],
+    "selected_project_functions": [
+      "PasswordSpace._build_layers",
+      "_consume"
+    ],
+    "timing_fields_retained": false
+  },
+  "scenario_set": "deterministic-dp-work-v1",
+  "schema_version": 1
+}
diff --git a/docs/evidence/dp-complexity-profile.txt b/docs/evidence/dp-complexity-profile.txt
new file mode 100644
index 0000000..6108e09
--- /dev/null
+++ b/docs/evidence/dp-complexity-profile.txt
@@ -0,0 +1,15 @@
+$ PYTHONPATH=src python scripts/profile_complexity.py --format text
+Password Policy State-Space Lab - deterministic DP work profile
+schema_version: 1
+scenario_set: deterministic-dp-work-v1
+profiler: cProfile selected project call counts; timing discarded
+
+default-visible-ascii-20: accepted · cells 304/336 · transitions 1212/1344 · peak integer 132 bits
+balanced-visible-ascii-24: accepted · cells 31213/60025 · transitions 124848/240100 · peak integer 158 bits
+skewed-visible-ascii-24: accepted · cells 2288/4400 · transitions 9148/17600 · peak integer 158 bits
+near-budget-eight-class-32: accepted · cells 164025/216513 · transitions 1312192/1732104 · peak integer 97 bits
+arbitrary-precision-one-class-256: accepted · cells 33153/66049 · transitions 33152/66049 · peak integer 1678 bits
+rejected-eight-class-32: rejected before enumeration · cells bound 2162688 · transitions bound 17301504 · build calls 0 · consume calls 0
+
+Scope: deterministic work counts only; no elapsed-time, RSS, hardware, or speed claim.
+Safety: no entropy consumed and no password candidate constructed or emitted.
diff --git a/docs/evidence/manifest.json b/docs/evidence/manifest.json
index 1b3c291..474c71a 100644
--- a/docs/evidence/manifest.json
+++ b/docs/evidence/manifest.json
@@ -48,16 +48,52 @@
       "sha256": "37eeac7f88fd0d3dd844c1984a8d69cdaf707f7ae5f3229889cb6dafe0d6656d",
       "width": 1960
     },
+    {
+      "assertions": [
+        "deterministic profiler output with selected cProfile call counts",
+        "timing, hardware, memory, entropy, and candidate output absent"
+      ],
+      "bytes": 104431,
+      "height": 706,
+      "media_type": "image/png",
+      "path": "docs/assets/dp-complexity-cli.png",
+      "sha256": "ed94a3aca71400fec0088c4bbab1f6b3afb1f76d3504d51fcde0c7d8e0c47776",
+      "width": 1600
+    },
+    {
+      "assertions": [
+        "rendered from every observed accepted DP layer",
+        "rejected policy has no invented occupancy curve"
+      ],
+      "bytes": 13138,
+      "height": 1320,
+      "media_type": "image/svg+xml",
+      "path": "docs/assets/dp-layer-occupancy.svg",
+      "sha256": "2c4155a32eddc3a48fe6d2f3fe7a93c6f1a8910e45e2e93ad6cffc15dd4f168d",
+      "width": 1800
+    },
+    {
+      "assertions": [
+        "exact product-vector, materialized-cell, and transition counts",
+        "balanced and skewed policies are directly comparable"
+      ],
+      "bytes": 9045,
+      "height": 1120,
+      "media_type": "image/svg+xml",
+      "path": "docs/assets/dp-work-counts.svg",
+      "sha256": "9acdd587d0a8464bc8952902fc3f92f00cc428527c185fc4d60cc03aaaff7d2e",
+      "width": 1800
+    },
     {
       "assertions": [
         "rendered from normalized real gate transcript",
         "all commands exited zero"
       ],
-      "bytes": 146227,
+      "bytes": 146498,
       "height": 1276,
       "media_type": "image/png",
       "path": "docs/assets/quality-gate.png",
-      "sha256": "0b96bcbaca72adc18d1809d260d5fdd5b2d6c83dc58d34935dd2f489fe2e873d",
+      "sha256": "48fa53a3b0fc7736433e304898164aa6ee2c9afdd38e81d0c7b392590a96d9db",
       "width": 1600
     },
     {
@@ -177,6 +213,26 @@
       "path": "docs/evidence/distribution-check.txt",
       "sha256": "94b61d45db43b334efe8f574c94d69931bdb35aa709bec1205e112913285a92e"
     },
+    {
+      "assertions": [
+        "canonical report from six real instrumented constructions",
+        "independent occupancy and exact-count oracles agree"
+      ],
+      "bytes": 14697,
+      "media_type": "application/json",
+      "path": "docs/evidence/dp-complexity-profile.json",
+      "sha256": "86d9c8fe43f8af462dc300f9174149db6ae89700e0895f814597e7e3e0102265"
+    },
+    {
+      "assertions": [
+        "real concise profiler command output",
+        "no timing, hardware, memory, entropy, or candidate claim"
+      ],
+      "bytes": 1114,
+      "media_type": "text/plain",
+      "path": "docs/evidence/dp-complexity-profile.txt",
+      "sha256": "abafbf17802b02deb570c5a43cf4dbb94148f748bf398b079f3d5f3e071f98b7"
+    },
     {
       "assertions": [
         "real normalized command output",
@@ -185,7 +241,7 @@
       "bytes": 1874,
       "media_type": "text/plain",
       "path": "docs/evidence/quality-gate.txt",
-      "sha256": "b5b4d6c218c2130c499f6a4f1311952a208569741eb67a61337f3131698fe967"
+      "sha256": "e5e71ef16b8c36026ae9af49698b7e2c67d0619592e9975efac26f3870653f53"
     },
     {
       "assertions": [
@@ -305,6 +361,23 @@
       "architecture_ast_verified": true,
       "sampling_ast_verified": true
     },
+    "dp_complexity_profile": {
+      "accepted_scenarios": 5,
+      "contains_candidate": false,
+      "counter_contract": "logical-dp-operations-v1",
+      "json_source_command": "PYTHONPATH=src python scripts/profile_complexity.py --format json",
+      "rejected_before_enumeration": 1,
+      "report_schema_version": 1,
+      "scenario_ids": [
+        "default-visible-ascii-20",
+        "balanced-visible-ascii-24",
+        "skewed-visible-ascii-24",
+        "near-budget-eight-class-32",
+        "arbitrary-precision-one-class-256",
+        "rejected-eight-class-32"
+      ],
+      "text_source_command": "PYTHONPATH=src python scripts/profile_complexity.py --format text"
+    },
     "quality_gate": {
       "all_passed": true,
       "commands": [
@@ -344,7 +417,7 @@
     "python": "3.12.3",
     "waitress": "3.0.2"
   },
-  "schema_version": 1,
+  "schema_version": 2,
   "source_files": [
     {
       "path": "MANIFEST.in",
@@ -360,7 +433,7 @@
     },
     {
       "path": "README.md",
-      "sha256": "405ede3a7f253df40b64180f804e4a228872132aaaf6ad5c282fcb65f4a2c42b"
+      "sha256": "2524d9e69d196ed23bb76be3659ebd690d17a3b4a7c974b02f1c7bab3bcde2e4"
     },
     {
       "path": "app.py",
@@ -376,7 +449,7 @@
     },
     {
       "path": "scripts/check_evidence.py",
-      "sha256": "eb72f02fd3fc50536aee670f0b83badffd1d9b13df5fa16d87c38a78be8cf881"
+      "sha256": "47b8739b7fde11642d88963d74b53aecfed96fc3e6ddc0cbb3dbf4770c7e7f4a"
     },
     {
       "path": "scripts/distribution_contract.py",
@@ -384,15 +457,15 @@
     },
     {
       "path": "scripts/evidence_rendering.py",
-      "sha256": "b313270e49c26a9eb8b966805df21b5c46ed30823794cb5272014efb9f100a92"
+      "sha256": "bc55294f4ad8e0c22e4059b302a6681d572cba066c79c979406f833f176eb380"
     },
     {
       "path": "scripts/generate_evidence.py",
-      "sha256": "96e00dd2f4e48c6ffb20d7543ef02b687d3f94df2d259bc064d2b6f48ef3c534"
+      "sha256": "d4bedb3609f542683b2d2b28dc8194204537ea21708507f201257301db9fa033"
     },
     {
       "path": "scripts/profile_complexity.py",
-      "sha256": "fcc4c3d050d2cf8f9ef11acf87f0853e80aede3bce9cb0d405596d0a65e70f3e"
+      "sha256": "aa77bdcadfb1f2d621eb88be986dda9d75872518d592e00d5c88f792cb78c214"
     },
     {
       "path": "src/password_policy_lab/__init__.py",
@@ -452,7 +525,11 @@
     },
     {
       "path": "tests/test_complexity_profile.py",
-      "sha256": "e6b127df936de0c47b6cf697e44d18d6618fb331201b2c02697fc69cacd8f167"
+      "sha256": "7cb577e444eac0549398a79512d84dcea68528400cf0ef0b52285d60397b3245"
+    },
+    {
+      "path": "tests/test_complexity_rendering.py",
+      "sha256": "6fe89cdf5bfeb61fba87662ce70dec7a7f41d24ed8d6d3295321dec651a62ca7"
     },
     {
       "path": "tests/test_counting.py",
@@ -468,7 +545,11 @@
     },
     {
       "path": "tests/test_evidence.py",
-      "sha256": "8bc201dce3424e6456090e803fa0da4e83f625cb0ce2fc186f33ed255f12121c"
+      "sha256": "0f28070b81ff1e084d0eaa130b12f3cf61a949ca8d1c0372a8d5581aaa0c059c"
+    },
+    {
+      "path": "tests/test_evidence_generation.py",
+      "sha256": "1f4e6869e12494e13f8f792d27be2ed6a0e6883250537fa4cc650bc77e4c80f9"
     },
     {
       "path": "tests/test_inspection.py",
diff --git a/docs/evidence/quality-gate.txt b/docs/evidence/quality-gate.txt
index ba8952a..270649a 100644
--- a/docs/evidence/quality-gate.txt
+++ b/docs/evidence/quality-gate.txt
@@ -2,15 +2,15 @@ $ python -m ruff check app.py scripts src tests
 All checks passed!
 
 $ python -m ruff format --check app.py scripts src tests
-28 files already formatted
+30 files already formatted
 
 $ MYPYPATH=src python -m mypy --strict app.py scripts src tests
-Success: no issues found in 28 source files
+Success: no issues found in 30 source files
 
 $ PYTHONPATH=src python -m pytest --cov=password_policy_lab --cov-branch --cov-report=term-missing -q
-................................................................................................................ [ 41%]
-................................................................................................................ [ 82%]
-................................................                                                                 [100%]
+................................................................................................................ [ 37%]
+................................................................................................................ [ 74%]
+............................................................................                                     [100%]
 ==================================================== tests coverage ====================================================
 ___________________________________ coverage: platform linux, python 3.12.3-final-0 ____________________________________
 
@@ -20,7 +20,7 @@ TOTAL     526      0    130      0   100%
 
 9 files skipped due to complete coverage.
 Required test coverage of 100.0% reached. Total coverage: 100.00%
-272 passed
+300 passed
 
 $ python scripts/attest_distribution.py
 distribution attestation: PASS (unofficial)
diff --git a/scripts/check_evidence.py b/scripts/check_evidence.py
index a91d4c0..dd18f1c 100644
--- a/scripts/check_evidence.py
+++ b/scripts/check_evidence.py
@@ -8,6 +8,7 @@
 import csv
 import hashlib
 import html
+import importlib.util
 import io
 import json
 import re
@@ -15,8 +16,11 @@
 import sys
 import zlib
 from collections.abc import Sequence
+from functools import lru_cache
+from math import prod
 from pathlib import Path, PurePosixPath
-from typing import NoReturn, cast
+from types import ModuleType
+from typing import Any, NoReturn, cast
 from xml.etree import ElementTree
 
 from PIL import Image
@@ -31,9 +35,38 @@
     VISIBLE_ASCII_PROFILE,
     visible_ascii_policy,
 )
+from password_policy_lab.space import MAX_DP_CELLS, MAX_DP_TRANSITIONS
 
 MANIFEST_PATH = "docs/evidence/manifest.json"
 GENERATOR_PATH = "scripts/generate_evidence.py"
+COMPLEXITY_JSON_PATH = "docs/evidence/dp-complexity-profile.json"
+COMPLEXITY_TEXT_PATH = "docs/evidence/dp-complexity-profile.txt"
+COMPLEXITY_JSON_COMMAND = (
+    "PYTHONPATH=src python scripts/profile_complexity.py --format json"
+)
+COMPLEXITY_TEXT_COMMAND = (
+    "PYTHONPATH=src python scripts/profile_complexity.py --format text"
+)
+COMPLEXITY_PNG_TITLE = "Deterministic DP work profile · six fixed policies"
+
+
+def _load_local_module(name: str) -> ModuleType:
+    """Load one sibling evidence module without relying on caller sys.path."""
+
+    path = Path(__file__).with_name(f"{name}.py")
+    spec = importlib.util.spec_from_file_location(
+        f"password_policy_evidence_{name}",
+        path,
+    )
+    if spec is None or spec.loader is None:
+        raise RuntimeError(f"could not load local evidence module: {name}")
+    module = importlib.util.module_from_spec(spec)
+    sys.modules[spec.name] = module
+    spec.loader.exec_module(module)
+    return module
+
+
+complexity_profiler = cast(Any, _load_local_module("profile_complexity"))
 
 EXPECTED_ASSETS = frozenset(
     {
@@ -41,6 +74,9 @@
         "docs/assets/cli-inspect.png",
         "docs/assets/distribution-check.png",
         "docs/assets/distribution-contract.svg",
+        "docs/assets/dp-complexity-cli.png",
+        "docs/assets/dp-layer-occupancy.svg",
+        "docs/assets/dp-work-counts.svg",
         "docs/assets/quality-gate.png",
         "docs/assets/setup-workflow.svg",
         "docs/assets/state-space-sweep.png",
@@ -56,6 +92,8 @@
         "docs/evidence/cli-inspect.txt",
         "docs/evidence/distribution-attestation.json",
         "docs/evidence/distribution-check.txt",
+        COMPLEXITY_JSON_PATH,
+        COMPLEXITY_TEXT_PATH,
         "docs/evidence/quality-gate.txt",
         "docs/evidence/state-space-sweep.csv",
     }
@@ -175,6 +213,36 @@
     "dp_transitions_upper_bound",
 )
 
+COMPLEXITY_CASE_IDS = (
+    "default-visible-ascii-20",
+    "balanced-visible-ascii-24",
+    "skewed-visible-ascii-24",
+    "near-budget-eight-class-32",
+    "arbitrary-precision-one-class-256",
+    "rejected-eight-class-32",
+)
+_COMPLEXITY_POLICIES: dict[str, tuple[int, tuple[int, ...], tuple[int, ...]]] = {
+    "default-visible-ascii-20": (20, (26, 26, 10, 32), (1, 1, 1, 1)),
+    "balanced-visible-ascii-24": (24, (26, 26, 10, 32), (6, 6, 6, 6)),
+    "skewed-visible-ascii-24": (24, (26, 26, 10, 32), (21, 1, 1, 1)),
+    "near-budget-eight-class-32": (32, (1,) * 8, (2,) * 8),
+    "arbitrary-precision-one-class-256": (256, (94,), (256,)),
+    "rejected-eight-class-32": (32, (1,) * 8, (3,) * 8),
+}
+_COMPLEXITY_ACCEPTED_WORK: dict[str, tuple[int, int, int, int, int]] = {
+    "default-visible-ascii-20": (304, 1_212, 20, 320, 1_212),
+    "balanced-visible-ascii-24": (31_213, 124_848, 24, 57_624, 124_848),
+    "skewed-visible-ascii-24": (2_288, 9_148, 24, 4_224, 9_148),
+    "near-budget-eight-class-32": (
+        164_025,
+        1_312_192,
+        32,
+        209_952,
+        1_312_192,
+    ),
+    "arbitrary-precision-one-class-256": (33_153, 33_152, 256, 65_792, 33_152),
+}
+
 _SHA256 = re.compile(r"[0-9a-f]{64}\Z")
 _EMAIL = re.compile(
     r"(?i)(?<![A-Z0-9._%+-])[A-Z0-9._%+-]+@"
@@ -960,14 +1028,75 @@ def _validate_capture(value: object) -> dict[str, tuple[int, int]]:
     return viewports
 
 
+def _validate_complexity_envelope(value: object) -> None:
+    envelope = _mapping(value, "evidence.dp_complexity_profile")
+    _exact_keys(
+        envelope,
+        {
+            "accepted_scenarios",
+            "contains_candidate",
+            "counter_contract",
+            "json_source_command",
+            "rejected_before_enumeration",
+            "report_schema_version",
+            "scenario_ids",
+            "text_source_command",
+        },
+        "evidence.dp_complexity_profile",
+    )
+    scenario_ids = _validate_string_list(
+        envelope["scenario_ids"],
+        "evidence.dp_complexity_profile.scenario_ids",
+    )
+    if scenario_ids != list(COMPLEXITY_CASE_IDS):
+        _fail("complexity envelope has the wrong fixed scenario order")
+    if (
+        _integer(
+            envelope["accepted_scenarios"],
+            "evidence.dp_complexity_profile.accepted_scenarios",
+        )
+        != 5
+        or _integer(
+            envelope["rejected_before_enumeration"],
+            "evidence.dp_complexity_profile.rejected_before_enumeration",
+        )
+        != 1
+        or _integer(
+            envelope["report_schema_version"],
+            "evidence.dp_complexity_profile.report_schema_version",
+        )
+        != 1
+    ):
+        _fail("complexity envelope has the wrong scenario cardinality or schema")
+    if _boolean(
+        envelope["contains_candidate"],
+        "evidence.dp_complexity_profile.contains_candidate",
+    ):
+        _fail("complexity envelope must not claim candidate output")
+    if envelope["counter_contract"] != "logical-dp-operations-v1":
+        _fail("complexity envelope has the wrong counter contract")
+    if envelope["json_source_command"] != COMPLEXITY_JSON_COMMAND:
+        _fail("complexity envelope has the wrong JSON source command")
+    if envelope["text_source_command"] != COMPLEXITY_TEXT_COMMAND:
+        _fail("complexity envelope has the wrong text source command")
+
+
 def _validate_evidence_claims(value: object) -> None:
     evidence = _mapping(value, "evidence")
     _exact_keys(
         evidence,
-        {"cli_inspect", "diagrams", "quality_gate", "sweep"},
+        {
+            "cli_inspect",
+            "diagrams",
+            "dp_complexity_profile",
+            "quality_gate",
+            "sweep",
+        },
         "evidence",
     )
 
+    _validate_complexity_envelope(evidence["dp_complexity_profile"])
+
     sweep = _mapping(evidence["sweep"], "evidence.sweep")
     _exact_keys(
         sweep,
@@ -1178,6 +1307,470 @@ def _validate_raw_evidence(textual: dict[str, str]) -> None:
         _fail("quality-gate transcript omits ordered command headers")
 
 
+def _integer_list(value: object, label: str, *, minimum: int = 0) -> list[int]:
+    return [
+        _integer(item, f"{label}[{index}]", minimum=minimum)
+        for index, item in enumerate(_sequence(value, label))
+    ]
+
+
+def _validate_profiled_call_map(value: object, label: str) -> dict[str, int]:
+    calls = _mapping(value, label)
+    _exact_keys(calls, {"primitive_calls", "total_calls"}, label)
+    primitive = _integer(calls["primitive_calls"], f"{label}.primitive_calls")
+    total = _integer(calls["total_calls"], f"{label}.total_calls")
+    if primitive > total:
+        _fail(f"{label} has more primitive calls than total calls")
+    return {"primitive_calls": primitive, "total_calls": total}
+
+
+@lru_cache(maxsize=1)
+def _expected_complexity_evidence() -> tuple[dict[str, object], str, str]:
+    try:
+        report = cast(dict[str, object], complexity_profiler.build_profile())
+        json_text = cast(str, complexity_profiler.profile_json(report))
+        text = cast(str, complexity_profiler.profile_text(report))
+    except Exception as error:
+        raise EvidenceValidationError(
+            "the deterministic complexity profiler could not rebuild its report"
+        ) from error
+    transcript = f"$ {COMPLEXITY_TEXT_COMMAND}\n{text}"
+    return report, json_text, transcript
+
+
+def _complexity_transcript(report: dict[str, object]) -> str:
+    try:
+        text = cast(str, complexity_profiler.profile_text(report))
+    except Exception as error:
+        raise EvidenceValidationError(
+            "the deterministic complexity text renderer rejected its report"
+        ) from error
+    return f"$ {COMPLEXITY_TEXT_COMMAND}\n{text}"
+
+
+def _validate_complexity_profile(
+    document: dict[str, object],
+    json_text: str,
+    transcript: str,
+) -> None:
+    """Validate exact logical DP work without accepting performance claims."""
+
+    _exact_keys(
+        document,
+        {
+            "cases",
+            "claim_boundaries",
+            "counter_contract",
+            "profiler",
+            "scenario_set",
+            "schema_version",
+        },
+        "complexity profile",
+    )
+    if _integer(document["schema_version"], "complexity profile.schema_version") != 1:
+        _fail("complexity profile schema version is not supported")
+    if document["scenario_set"] != "deterministic-dp-work-v1":
+        _fail("complexity profile has the wrong fixed scenario set")
+    if document["counter_contract"] != "logical-dp-operations-v1":
+        _fail("complexity profile has the wrong counter contract")
+
+    profiler = _mapping(document["profiler"], "complexity profile.profiler")
+    _exact_keys(
+        profiler,
+        {
+            "engine",
+            "retained_fields",
+            "selected_project_functions",
+            "timing_fields_retained",
+        },
+        "complexity profile.profiler",
+    )
+    if profiler["engine"] != "cProfile":
+        _fail("complexity profile uses an unexpected call-count engine")
+    if _validate_string_list(
+        profiler["selected_project_functions"],
+        "complexity profile.profiler.selected_project_functions",
+    ) != ["PasswordSpace._build_layers", "_consume"]:
+        _fail("complexity profile selects the wrong project functions")
+    if _validate_string_list(
+        profiler["retained_fields"],
+        "complexity profile.profiler.retained_fields",
+    ) != ["primitive_calls", "total_calls"]:
+        _fail("complexity profile retained fields are not call-count only")
+    if _boolean(
+        profiler["timing_fields_retained"],
+        "complexity profile.profiler.timing_fields_retained",
+    ):
+        _fail("complexity profile must discard profiler timing fields")
+
+    boundaries = _mapping(
+        document["claim_boundaries"],
+        "complexity profile.claim_boundaries",
+    )
+    boundary_keys = {
+        "candidate_output_included",
+        "entropy_consumed",
+        "hardware_performance_claimed",
+        "memory_usage_claimed",
+        "wall_clock_timing_included",
+    }
+    _exact_keys(boundaries, boundary_keys, "complexity profile.claim_boundaries")
+    if any(
+        _boolean(boundaries[key], f"complexity profile.claim_boundaries.{key}")
+        for key in boundary_keys
+    ):
+        _fail("complexity profile claim boundaries must all remain false")
+
+    cases = _sequence(document["cases"], "complexity profile.cases")
+    if len(cases) != len(COMPLEXITY_CASE_IDS):
+        _fail("complexity profile must contain exactly six fixed cases")
+    observed_ids: list[str] = []
+    cases_by_id: dict[str, dict[str, object]] = {}
+    for index, raw_case in enumerate(cases):
+        label = f"complexity profile.cases[{index}]"
+        case = _mapping(raw_case, label)
+        case_id = _string(case.get("case_id"), f"{label}.case_id")
+        observed_ids.append(case_id)
+        cases_by_id[case_id] = case
+        if case_id not in _COMPLEXITY_POLICIES:
+            _fail(f"{label} is not in the fixed scenario set")
+
+        accepted = case_id in _COMPLEXITY_ACCEPTED_WORK
+        expected_keys = {
+            "bounds",
+            "case_id",
+            "outcome",
+            "policy",
+            "profiled_calls",
+            "work_counters",
+        }
+        expected_keys |= (
+            {"independent_oracles", "observed"} if accepted else {"rejection"}
+        )
+        _exact_keys(case, expected_keys, label)
+
+        policy = _mapping(case["policy"], f"{label}.policy")
+        _exact_keys(
+            policy,
+            {"class_count", "class_minima", "class_widths", "length"},
+            f"{label}.policy",
+        )
+        length = _integer(policy["length"], f"{label}.policy.length", minimum=1)
+        class_count = _integer(
+            policy["class_count"],
+            f"{label}.policy.class_count",
+            minimum=1,
+        )
+        widths = _integer_list(
+            policy["class_widths"],
+            f"{label}.policy.class_widths",
+            minimum=1,
+        )
+        minima = _integer_list(
+            policy["class_minima"],
+            f"{label}.policy.class_minima",
+        )
+        expected_length, expected_widths, expected_minima = _COMPLEXITY_POLICIES[
+            case_id
+        ]
+        if (
+            length != expected_length
+            or class_count != len(widths)
+            or len(minima) != class_count
+            or tuple(widths) != expected_widths
+            or tuple(minima) != expected_minima
+            or sum(minima) > length
+        ):
+            _fail(f"{label} does not match its fixed public policy")
+
+        bounds = _mapping(case["bounds"], f"{label}.bounds")
+        bound_keys = {
+            "dp_cells_budget",
+            "dp_cells_upper_bound",
+            "dp_transitions_budget",
+            "dp_transitions_upper_bound",
+            "state_vectors_upper_bound_per_layer",
+        }
+        _exact_keys(bounds, bound_keys, f"{label}.bounds")
+        vectors = prod(minimum + 1 for minimum in minima)
+        cells_upper = (length + 1) * vectors
+        transitions_upper = class_count * cells_upper
+        if (
+            _integer(
+                bounds["state_vectors_upper_bound_per_layer"],
+                f"{label}.bounds.state_vectors_upper_bound_per_layer",
+                minimum=1,
+            )
+            != vectors
+            or _integer(
+                bounds["dp_cells_upper_bound"],
+                f"{label}.bounds.dp_cells_upper_bound",
+                minimum=1,
+            )
+            != cells_upper
+            or _integer(
+                bounds["dp_transitions_upper_bound"],
+                f"{label}.bounds.dp_transitions_upper_bound",
+                minimum=1,
+            )
+            != transitions_upper
+            or bounds["dp_cells_budget"] != MAX_DP_CELLS
+            or bounds["dp_transitions_budget"] != MAX_DP_TRANSITIONS
+        ):
+            _fail(f"{label} bounds do not match the production admission contract")
+
+        profiled = _mapping(case["profiled_calls"], f"{label}.profiled_calls")
+        _exact_keys(
+            profiled,
+            {"build_layers", "consume"},
+            f"{label}.profiled_calls",
+        )
+        build_calls = _validate_profiled_call_map(
+            profiled["build_layers"],
+            f"{label}.profiled_calls.build_layers",
+        )
+        consume_calls = _validate_profiled_call_map(
+            profiled["consume"],
+            f"{label}.profiled_calls.consume",
+        )
+        work = _mapping(case["work_counters"], f"{label}.work_counters")
+        _exact_keys(
+            work,
+            {"consume_calls", "product_calls", "product_vectors"},
+            f"{label}.work_counters",
+        )
+        product_calls = _integer(
+            work["product_calls"],
+            f"{label}.work_counters.product_calls",
+        )
+        product_vectors = _integer(
+            work["product_vectors"],
+            f"{label}.work_counters.product_vectors",
+        )
+        observed_consume_calls = _integer(
+            work["consume_calls"],
+            f"{label}.work_counters.consume_calls",
+        )
+
+        if not accepted:
+            if (
+                case["outcome"] != "rejected-before-enumeration"
+                or case["rejection"] != "dynamic-programming-complexity-budget"
+            ):
+                _fail("rejected complexity case has the wrong failure contract")
+            if cells_upper <= MAX_DP_CELLS and transitions_upper <= MAX_DP_TRANSITIONS:
+                _fail("rejected complexity case is below both production budgets")
+            zero_calls = {"primitive_calls": 0, "total_calls": 0}
+            if (
+                build_calls != zero_calls
+                or consume_calls != zero_calls
+                or product_calls != 0
+                or product_vectors != 0
+                or observed_consume_calls != 0
+            ):
+                _fail("rejected complexity case performed forbidden enumeration")
+            continue
+
+        if case["outcome"] != "accepted":
+            _fail(f"{label} unexpectedly records a rejected outcome")
+        if cells_upper > MAX_DP_CELLS or transitions_upper > MAX_DP_TRANSITIONS:
+            _fail(f"{label} was accepted above a production complexity budget")
+        observed = _mapping(case["observed"], f"{label}.observed")
+        _exact_keys(
+            observed,
+            {
+                "layer_occupancy",
+                "occupied_cells",
+                "peak_count_bits",
+                "transitions",
+                "valid_state_space",
+            },
+            f"{label}.observed",
+        )
+        occupancy = _integer_list(
+            observed["layer_occupancy"],
+            f"{label}.observed.layer_occupancy",
+            minimum=1,
+        )
+        occupied = _integer(
+            observed["occupied_cells"],
+            f"{label}.observed.occupied_cells",
+            minimum=1,
+        )
+        transitions = _integer(
+            observed["transitions"],
+            f"{label}.observed.transitions",
+        )
+        peak_bits = _integer(
+            observed["peak_count_bits"],
+            f"{label}.observed.peak_count_bits",
+            minimum=1,
+        )
+        valid = _string(
+            observed["valid_state_space"],
+            f"{label}.observed.valid_state_space",
+        )
+        if re.fullmatch(r"[1-9][0-9]*", valid) is None:
+            _fail(f"{label}.observed.valid_state_space is not canonical decimal")
+        if (
+            len(occupancy) != length + 1
+            or occupancy[0] != 1
+            or occupied != sum(occupancy)
+            or occupied > cells_upper
+            or transitions != class_count * (occupied - 1)
+        ):
+            _fail(f"{label} has inconsistent occupied cell or transition counts")
+        (
+            expected_occupied,
+            expected_transitions,
+            expected_product_calls,
+            expected_vectors,
+            expected_consume,
+        ) = _COMPLEXITY_ACCEPTED_WORK[case_id]
+        if (
+            occupied != expected_occupied
+            or transitions != expected_transitions
+            or product_calls != expected_product_calls
+            or product_vectors != expected_vectors
+            or observed_consume_calls != expected_consume
+        ):
+            _fail(f"{label} logical work counters changed from the fixed study")
+        if (
+            build_calls != {"primitive_calls": 1, "total_calls": 1}
+            or consume_calls
+            != {"primitive_calls": transitions, "total_calls": transitions}
+            or product_calls != length
+            or product_vectors != length * vectors
+            or observed_consume_calls != transitions
+        ):
+            _fail(f"{label} profiler counters do not match the loop or call contract")
+        oracles = _mapping(
+            case["independent_oracles"],
+            f"{label}.independent_oracles",
+        )
+        _exact_keys(
+            oracles,
+            {"occupied_cells", "transitions", "valid_state_space"},
+            f"{label}.independent_oracles",
+        )
+        oracle_occupied = _integer(
+            oracles["occupied_cells"],
+            f"{label}.independent_oracles.occupied_cells",
+            minimum=1,
+        )
+        oracle_transitions = _integer(
+            oracles["transitions"],
+            f"{label}.independent_oracles.transitions",
+        )
+        oracle_valid = _string(
+            oracles["valid_state_space"],
+            f"{label}.independent_oracles.valid_state_space",
+        )
+        if (
+            oracle_occupied != occupied
+            or oracle_transitions != transitions
+            or oracle_valid != valid
+        ):
+            _fail(f"{label} observed work disagrees with an independent oracle")
+        del peak_bits
+
+    if observed_ids != list(COMPLEXITY_CASE_IDS) or len(cases_by_id) != len(cases):
+        _fail("complexity profile cases are duplicated or out of fixed order")
+
+    balanced = cases_by_id["balanced-visible-ascii-24"]
+    skewed = cases_by_id["skewed-visible-ascii-24"]
+    balanced_policy = _mapping(balanced["policy"], "balanced policy")
+    skewed_policy = _mapping(skewed["policy"], "skewed policy")
+    balanced_observed = _mapping(balanced["observed"], "balanced observation")
+    skewed_observed = _mapping(skewed["observed"], "skewed observation")
+    if (
+        balanced_policy["length"] != skewed_policy["length"]
+        or balanced_policy["class_widths"] != skewed_policy["class_widths"]
+        or sum(cast(list[int], balanced_policy["class_minima"]))
+        != sum(cast(list[int], skewed_policy["class_minima"]))
+        or _integer(balanced_observed["occupied_cells"], "balanced cells")
+        <= _integer(skewed_observed["occupied_cells"], "skewed cells")
+        or _integer(balanced_observed["transitions"], "balanced transitions")
+        <= _integer(skewed_observed["transitions"], "skewed transitions")
+    ):
+        _fail("complexity profile lost its balanced-versus-skewed differential")
+
+    _validate_safe_text(json_text, "complexity profile JSON")
+    _validate_safe_text(transcript, "complexity profile transcript")
+    if (
+        not transcript.endswith(
+            "Safety: no entropy consumed and no password candidate "
+            "constructed or emitted.\n"
+        )
+        or "no elapsed-time, RSS, hardware, or speed claim" not in transcript
+    ):
+        _fail("complexity transcript omits its privacy or claim boundaries")
+
+    expected_report, expected_json, expected_transcript = (
+        _expected_complexity_evidence()
+    )
+    if document != expected_report or json_text != expected_json:
+        _fail("complexity profile is stale against a fresh deterministic rebuild")
+    if transcript != expected_transcript:
+        _fail("complexity transcript is not the exact real text representation")
+
+
+def _validate_complexity_renderings(
+    root: Path,
+    report: dict[str, object],
+    transcript: str,
+) -> None:
+    """Require and byte-compare every pure complexity renderer."""
+
+    try:
+        rendering = _load_local_module("evidence_rendering")
+    except (ImportError, OSError, RuntimeError) as error:
+        raise EvidenceValidationError(
+            "complexity renderers could not be loaded"
+        ) from error
+    for renderer_name, relative in (
+        ("render_dp_layer_occupancy_svg", "docs/assets/dp-layer-occupancy.svg"),
+        ("render_dp_work_counts_svg", "docs/assets/dp-work-counts.svg"),
+    ):
+        renderer = getattr(rendering, renderer_name, None)
+        if not callable(renderer):
+            _fail(f"required pure complexity renderer is missing: {renderer_name}")
+        try:
+            rendered = renderer(report)
+        except Exception as error:
+            raise EvidenceValidationError(
+                f"pure complexity renderer failed: {renderer_name}"
+            ) from error
+        if type(rendered) is str:
+            expected = rendered.encode("utf-8")
+        elif type(rendered) is bytes:
+            expected = rendered
+        else:
+            _fail(
+                f"pure complexity renderer returned an invalid value: {renderer_name}"
+            )
+        actual = _read_bounded(root / relative, relative)
+        if actual != expected:
+            _fail(f"complexity visual is stale against its pure renderer: {relative}")
+
+    png_renderer = getattr(rendering, "render_terminal_png_bytes", None)
+    if not callable(png_renderer):
+        _fail("required pure complexity PNG renderer is missing")
+    try:
+        rendered_png = png_renderer(
+            transcript=transcript,
+            title=COMPLEXITY_PNG_TITLE,
+        )
+    except Exception as error:
+        raise EvidenceValidationError("pure complexity PNG renderer failed") from error
+    if type(rendered_png) is not bytes:
+        _fail("pure complexity PNG renderer returned an invalid value")
+    png_relative = "docs/assets/dp-complexity-cli.png"
+    actual_png = _read_bounded(root / png_relative, png_relative)
+    if actual_png != rendered_png:
+        _fail(f"complexity visual is stale against its pure renderer: {png_relative}")
+
+
 def _distribution_input_digest(root: Path) -> str:
     digest = hashlib.sha256()
     for relative in DISTRIBUTION_INPUTS:
@@ -1834,8 +2427,8 @@ def validate_evidence(root: Path) -> None:
         },
         "manifest",
     )
-    if document["schema_version"] != 1:
-        _fail("manifest.schema_version must be 1")
+    if document["schema_version"] != 2:
+        _fail("manifest.schema_version must be 2")
     if document["generator"] != GENERATOR_PATH:
         _fail("manifest.generator is incorrect")
     _validate_safe_text(manifest_text, "manifest")
@@ -1846,6 +2439,22 @@ def validate_evidence(root: Path) -> None:
     textual = _validate_artifacts(repository, document["artifacts"], viewports)
     for artifact, text in textual.items():
         _validate_safe_text(text, artifact)
+    complexity_document, complexity_text = _load_json(
+        repository / COMPLEXITY_JSON_PATH,
+        label="complexity profile",
+    )
+    if textual[COMPLEXITY_JSON_PATH] != complexity_text:
+        _fail("complexity profile changed between bounded reads")
+    _validate_complexity_profile(
+        complexity_document,
+        complexity_text,
+        textual[COMPLEXITY_TEXT_PATH],
+    )
+    _validate_complexity_renderings(
+        repository,
+        complexity_document,
+        textual[COMPLEXITY_TEXT_PATH],
+    )
     distribution_document, distribution_text = _load_json(
         repository / "docs/evidence/distribution-attestation.json",
         label="distribution attestation",
diff --git a/scripts/evidence_rendering.py b/scripts/evidence_rendering.py
index 567148d..8c0f3c4 100644
--- a/scripts/evidence_rendering.py
+++ b/scripts/evidence_rendering.py
@@ -11,8 +11,10 @@
 from collections.abc import Sequence
 from dataclasses import dataclass
 from io import BytesIO
+from itertools import pairwise
+from math import prod
 from pathlib import Path
-from typing import Any
+from typing import Any, Literal, cast
 
 Image: Any = importlib.import_module("PIL.Image")
 ImageDraw: Any = importlib.import_module("PIL.ImageDraw")
@@ -51,6 +53,443 @@ def frame_count(self) -> int:
         return len(self.frames)
 
 
+@dataclass(frozen=True, slots=True)
+class _DpCaseSpec:
+    identifier: str
+    title: str
+    length: int
+    class_widths: tuple[int, ...]
+    class_minima: tuple[int, ...]
+    outcome: Literal["accepted", "rejected-before-enumeration"]
+
+
+@dataclass(frozen=True, slots=True)
+class _DpProfileCase:
+    spec: _DpCaseSpec
+    cells_upper_bound: int
+    transitions_upper_bound: int
+    product_calls: int
+    product_vectors: int
+    consume_calls: int
+    layer_occupancy: tuple[int, ...] | None
+    occupied_cells: int
+    transitions: int
+    peak_count_bits: int | None
+
+
+_DP_CASE_SPECS = (
+    _DpCaseSpec(
+        "default-visible-ascii-20",
+        "Default visible ASCII",
+        20,
+        (26, 26, 10, 32),
+        (1, 1, 1, 1),
+        "accepted",
+    ),
+    _DpCaseSpec(
+        "balanced-visible-ascii-24",
+        "Balanced strict minima",
+        24,
+        (26, 26, 10, 32),
+        (6, 6, 6, 6),
+        "accepted",
+    ),
+    _DpCaseSpec(
+        "skewed-visible-ascii-24",
+        "Skewed strict minima",
+        24,
+        (26, 26, 10, 32),
+        (21, 1, 1, 1),
+        "accepted",
+    ),
+    _DpCaseSpec(
+        "near-budget-eight-class-32",
+        "Eight-class budget edge",
+        32,
+        (1, 1, 1, 1, 1, 1, 1, 1),
+        (2, 2, 2, 2, 2, 2, 2, 2),
+        "accepted",
+    ),
+    _DpCaseSpec(
+        "arbitrary-precision-one-class-256",
+        "Arbitrary-precision depth",
+        256,
+        (94,),
+        (256,),
+        "accepted",
+    ),
+    _DpCaseSpec(
+        "rejected-eight-class-32",
+        "Fail-fast budget guard",
+        32,
+        (1, 1, 1, 1, 1, 1, 1, 1),
+        (3, 3, 3, 3, 3, 3, 3, 3),
+        "rejected-before-enumeration",
+    ),
+)
+
+
+def _profile_mapping(
+    value: object,
+    *,
+    keys: set[str],
+    label: str,
+) -> dict[str, object]:
+    if type(value) is not dict:
+        raise ValueError(f"invalid complexity profile {label}")
+    mapping = cast(dict[str, object], value)
+    if set(mapping) != keys:
+        raise ValueError(f"invalid complexity profile {label}")
+    return mapping
+
+
+def _profile_list(value: object, *, label: str) -> list[object]:
+    if type(value) is not list:
+        raise ValueError(f"invalid complexity profile {label}")
+    return cast(list[object], value)
+
+
+def _profile_integer(
+    value: object,
+    *,
+    label: str,
+    minimum: int = 0,
+) -> int:
+    if type(value) is not int or value < minimum:
+        raise ValueError(f"invalid complexity profile {label}")
+    return value
+
+
+def _profile_integer_tuple(
+    value: object,
+    *,
+    label: str,
+    minimum: int,
+) -> tuple[int, ...]:
+    values = _profile_list(value, label=label)
+    return tuple(
+        _profile_integer(item, label=label, minimum=minimum) for item in values
+    )
+
+
+def _profile_calls(value: object, *, label: str) -> tuple[int, int]:
+    calls = _profile_mapping(
+        value,
+        keys={"primitive_calls", "total_calls"},
+        label=label,
+    )
+    primitive = _profile_integer(
+        calls["primitive_calls"],
+        label=f"{label}.primitive_calls",
+    )
+    total = _profile_integer(calls["total_calls"], label=f"{label}.total_calls")
+    if primitive > total:
+        raise ValueError(f"invalid complexity profile {label}")
+    return primitive, total
+
+
+def _profile_decimal(value: object, *, label: str) -> str:
+    if (
+        type(value) is not str
+        or not value
+        or len(value) > 4096
+        or not value.isascii()
+        or not value.isdecimal()
+        or (len(value) > 1 and value.startswith("0"))
+        or value == "0"
+    ):
+        raise ValueError(f"invalid complexity profile {label}")
+    return value
+
+
+def _validated_dp_profile(report: object) -> tuple[_DpProfileCase, ...]:
+    document = _profile_mapping(
+        report,
+        keys={
+            "cases",
+            "claim_boundaries",
+            "counter_contract",
+            "profiler",
+            "scenario_set",
+            "schema_version",
+        },
+        label="document",
+    )
+    if (
+        type(document["schema_version"]) is not int
+        or document["schema_version"] != 1
+        or document["scenario_set"] != "deterministic-dp-work-v1"
+        or document["counter_contract"] != "logical-dp-operations-v1"
+    ):
+        raise ValueError("invalid complexity profile identity")
+
+    profiler = _profile_mapping(
+        document["profiler"],
+        keys={
+            "engine",
+            "retained_fields",
+            "selected_project_functions",
+            "timing_fields_retained",
+        },
+        label="profiler",
+    )
+    if (
+        profiler["engine"] != "cProfile"
+        or profiler["selected_project_functions"]
+        != ["PasswordSpace._build_layers", "_consume"]
+        or profiler["retained_fields"] != ["primitive_calls", "total_calls"]
+        or profiler["timing_fields_retained"] is not False
+    ):
+        raise ValueError("invalid complexity profile profiler contract")
+
+    boundaries = _profile_mapping(
+        document["claim_boundaries"],
+        keys={
+            "candidate_output_included",
+            "entropy_consumed",
+            "hardware_performance_claimed",
+            "memory_usage_claimed",
+            "wall_clock_timing_included",
+        },
+        label="claim_boundaries",
+    )
+    if any(value is not False for value in boundaries.values()):
+        raise ValueError("invalid complexity profile claim boundaries")
+
+    raw_cases = _profile_list(document["cases"], label="cases")
+    if len(raw_cases) != len(_DP_CASE_SPECS):
+        raise ValueError("invalid complexity profile cases")
+
+    validated: list[_DpProfileCase] = []
+    for index, (raw_case, spec) in enumerate(
+        zip(raw_cases, _DP_CASE_SPECS, strict=True)
+    ):
+        common_keys = {
+            "bounds",
+            "case_id",
+            "outcome",
+            "policy",
+            "profiled_calls",
+            "work_counters",
+        }
+        case_keys = (
+            common_keys | {"independent_oracles", "observed"}
+            if spec.outcome == "accepted"
+            else common_keys | {"rejection"}
+        )
+        case = _profile_mapping(
+            raw_case,
+            keys=case_keys,
+            label=f"cases[{index}]",
+        )
+        if case["case_id"] != spec.identifier or case["outcome"] != spec.outcome:
+            raise ValueError("invalid complexity profile case identity")
+
+        policy = _profile_mapping(
+            case["policy"],
+            keys={"class_count", "class_minima", "class_widths", "length"},
+            label=f"cases[{index}].policy",
+        )
+        length = _profile_integer(
+            policy["length"],
+            label=f"cases[{index}].policy.length",
+            minimum=1,
+        )
+        class_count = _profile_integer(
+            policy["class_count"],
+            label=f"cases[{index}].policy.class_count",
+            minimum=1,
+        )
+        class_widths = _profile_integer_tuple(
+            policy["class_widths"],
+            label=f"cases[{index}].policy.class_widths",
+            minimum=1,
+        )
+        class_minima = _profile_integer_tuple(
+            policy["class_minima"],
+            label=f"cases[{index}].policy.class_minima",
+            minimum=0,
+        )
+        if (
+            length != spec.length
+            or class_count != len(spec.class_widths)
+            or class_widths != spec.class_widths
+            or class_minima != spec.class_minima
+            or len(class_minima) != class_count
+        ):
+            raise ValueError("invalid complexity profile policy")
+
+        vectors_upper_bound = prod(minimum + 1 for minimum in class_minima)
+        cells_upper_bound = (length + 1) * vectors_upper_bound
+        transitions_upper_bound = class_count * cells_upper_bound
+        bounds = _profile_mapping(
+            case["bounds"],
+            keys={
+                "dp_cells_budget",
+                "dp_cells_upper_bound",
+                "dp_transitions_budget",
+                "dp_transitions_upper_bound",
+                "state_vectors_upper_bound_per_layer",
+            },
+            label=f"cases[{index}].bounds",
+        )
+        expected_bounds = {
+            "dp_cells_budget": 250_000,
+            "dp_cells_upper_bound": cells_upper_bound,
+            "dp_transitions_budget": 2_000_000,
+            "dp_transitions_upper_bound": transitions_upper_bound,
+            "state_vectors_upper_bound_per_layer": vectors_upper_bound,
+        }
+        if any(bounds[key] != value for key, value in expected_bounds.items()):
+            raise ValueError("invalid complexity profile bounds")
+
+        profiled_calls = _profile_mapping(
+            case["profiled_calls"],
+            keys={"build_layers", "consume"},
+            label=f"cases[{index}].profiled_calls",
+        )
+        build_primitive, build_total = _profile_calls(
+            profiled_calls["build_layers"],
+            label=f"cases[{index}].profiled_calls.build_layers",
+        )
+        consume_primitive, consume_total = _profile_calls(
+            profiled_calls["consume"],
+            label=f"cases[{index}].profiled_calls.consume",
+        )
+        work = _profile_mapping(
+            case["work_counters"],
+            keys={"consume_calls", "product_calls", "product_vectors"},
+            label=f"cases[{index}].work_counters",
+        )
+        product_calls = _profile_integer(
+            work["product_calls"],
+            label=f"cases[{index}].work_counters.product_calls",
+        )
+        product_vectors = _profile_integer(
+            work["product_vectors"],
+            label=f"cases[{index}].work_counters.product_vectors",
+        )
+        work_consume_calls = _profile_integer(
+            work["consume_calls"],
+            label=f"cases[{index}].work_counters.consume_calls",
+        )
+
+        if spec.outcome == "rejected-before-enumeration":
+            if (
+                case["rejection"] != "dynamic-programming-complexity-budget"
+                or cells_upper_bound <= 250_000
+                or transitions_upper_bound <= 2_000_000
+                or any(
+                    value != 0
+                    for value in (
+                        build_primitive,
+                        build_total,
+                        consume_primitive,
+                        consume_total,
+                        product_calls,
+                        product_vectors,
+                        work_consume_calls,
+                    )
+                )
+            ):
+                raise ValueError("invalid complexity profile rejection")
+            validated.append(
+                _DpProfileCase(
+                    spec=spec,
+                    cells_upper_bound=cells_upper_bound,
+                    transitions_upper_bound=transitions_upper_bound,
+                    product_calls=0,
+                    product_vectors=0,
+                    consume_calls=0,
+                    layer_occupancy=None,
+                    occupied_cells=0,
+                    transitions=0,
+                    peak_count_bits=None,
+                )
+            )
+            continue
+
+        observed = _profile_mapping(
+            case["observed"],
+            keys={
+                "layer_occupancy",
+                "occupied_cells",
+                "peak_count_bits",
+                "transitions",
+                "valid_state_space",
+            },
+            label=f"cases[{index}].observed",
+        )
+        layer_occupancy = _profile_integer_tuple(
+            observed["layer_occupancy"],
+            label=f"cases[{index}].observed.layer_occupancy",
+            minimum=1,
+        )
+        occupied_cells = _profile_integer(
+            observed["occupied_cells"],
+            label=f"cases[{index}].observed.occupied_cells",
+            minimum=1,
+        )
+        transitions = _profile_integer(
+            observed["transitions"],
+            label=f"cases[{index}].observed.transitions",
+            minimum=1,
+        )
+        peak_count_bits = _profile_integer(
+            observed["peak_count_bits"],
+            label=f"cases[{index}].observed.peak_count_bits",
+            minimum=1,
+        )
+        valid_state_space = _profile_decimal(
+            observed["valid_state_space"],
+            label=f"cases[{index}].observed.valid_state_space",
+        )
+        independent = _profile_mapping(
+            case["independent_oracles"],
+            keys={"occupied_cells", "transitions", "valid_state_space"},
+            label=f"cases[{index}].independent_oracles",
+        )
+        if (
+            len(layer_occupancy) != length + 1
+            or layer_occupancy[0] != 1
+            or layer_occupancy[-1] != vectors_upper_bound
+            or any(
+                current < previous for previous, current in pairwise(layer_occupancy)
+            )
+            or any(value > vectors_upper_bound for value in layer_occupancy)
+            or sum(layer_occupancy) != occupied_cells
+            or transitions != class_count * (occupied_cells - 1)
+            or peak_count_bits != (sum(class_widths) ** length).bit_length()
+            or build_primitive != 1
+            or build_total != 1
+            or consume_primitive != transitions
+            or consume_total != transitions
+            or product_calls != length
+            or product_vectors != length * vectors_upper_bound
+            or work_consume_calls != transitions
+            or independent["occupied_cells"] != occupied_cells
+            or independent["transitions"] != transitions
+            or independent["valid_state_space"] != valid_state_space
+        ):
+            raise ValueError("invalid complexity profile accepted case")
+        validated.append(
+            _DpProfileCase(
+                spec=spec,
+                cells_upper_bound=cells_upper_bound,
+                transitions_upper_bound=transitions_upper_bound,
+                product_calls=product_calls,
+                product_vectors=product_vectors,
+                consume_calls=work_consume_calls,
+                layer_occupancy=layer_occupancy,
+                occupied_cells=occupied_cells,
+                transitions=transitions,
+                peak_count_bits=peak_count_bits,
+            )
+        )
+
+    return tuple(validated)
+
+
 def _svg_document(
     *,
     title: str,
@@ -557,6 +996,210 @@ def write_distribution_svg(
     )
 
 
+def _counter_bar(*, x: int, y: int, width: int, observed: int, bound: int) -> str:
+    if observed == 0:
+        return (
+            f'<rect x="{x}" y="{y}" width="{width}" height="18" rx="9" '
+            f'fill="{SURFACE_RAISED}" stroke="{GOLD}" stroke-width="2" '
+            'stroke-dasharray="8 7"/>'
+        )
+    filled = max(2, (width * observed + bound // 2) // bound)
+    return (
+        f'<rect x="{x}" y="{y}" width="{width}" height="18" rx="9" '
+        f'fill="{SURFACE_RAISED}" stroke="{LINE}"/>'
+        f'<rect x="{x}" y="{y}" width="{filled}" height="18" rx="9" '
+        f'fill="{TEAL}"/>'
+    )
+
+
+def render_dp_work_counts_svg(report: object) -> str:
+    """Return exact logical DP work against the preflight upper bounds."""
+
+    cases = _validated_dp_profile(report)
+    rows: list[str] = []
+    for index, case in enumerate(cases):
+        y = 300 + index * 120
+        minima = " / ".join(str(value) for value in case.spec.class_minima)
+        aria = (
+            f"{case.spec.title}; length {case.spec.length}; "
+            f"occupied cells {case.occupied_cells}; cell bound "
+            f"{case.cells_upper_bound}; transition calls {case.transitions}; "
+            f"transition bound {case.transitions_upper_bound}"
+        )
+        if case.layer_occupancy is None:
+            cell_label = (
+                f"preflight stop · bound {case.cells_upper_bound:,} / budget 250,000"
+            )
+            transition_label = (
+                f"preflight stop · bound {case.transitions_upper_bound:,} / "
+                "budget 2,000,000"
+            )
+            work_label = "product 0 calls · 0 vectors · consume 0"
+        else:
+            cell_label = (
+                f"{case.occupied_cells:,} occupied / {case.cells_upper_bound:,} bound"
+            )
+            transition_label = (
+                f"{case.transitions:,} calls / {case.transitions_upper_bound:,} bound"
+            )
+            work_label = (
+                f"product {case.product_calls:,} calls · "
+                f"{case.product_vectors:,} vectors · "
+                f"consume {case.consume_calls:,}"
+            )
+        rows.append(
+            f'''  <g id="dp-work-{case.spec.identifier}" role="group" aria-label="{aria}">
+    <rect x="55" y="{y - 12}" width="1690" height="105" rx="15" fill="{SURFACE}" stroke="{LINE}"/>
+    <text x="78" y="{y + 20}" class="node-title">{case.spec.title}</text>
+    <text x="78" y="{y + 50}" class="node-detail">L={case.spec.length} · minima {minima}</text>
+    <text x="78" y="{y + 77}" class="node-code">{work_label}</text>
+    {_counter_bar(x=470, y=y + 3, width=500, observed=case.occupied_cells, bound=case.cells_upper_bound)}
+    <text x="470" y="{y + 50}" class="node-detail">{cell_label}</text>
+    {_counter_bar(x=1125, y=y + 3, width=500, observed=case.transitions, bound=case.transitions_upper_bound)}
+    <text x="1125" y="{y + 50}" class="node-detail">{transition_label}</text>
+  </g>'''
+        )
+
+    body = f'''  <text x="70" y="78" class="title">Logical DP work, measured without a stopwatch</text>
+  <text x="70" y="118" class="subtitle">Five accepted policies expose actual table work; the sixth proves the preflight budget stops before enumeration.</text>
+  <rect x="70" y="150" width="1660" height="74" rx="18" fill="{SURFACE_RAISED}" stroke="{LINE}"/>
+  <text x="100" y="182" class="lane">DETERMINISTIC COUNTER CONTRACT · cProfile CALL COUNTS + ITERATOR COUNTERS</text>
+  <text x="100" y="208" class="caption">Logical operations only · no elapsed time · no RSS · no hardware performance claim</text>
+  <text x="470" y="270" class="lane">OCCUPIED DP CELLS / RECTANGULAR BOUND</text>
+  <text x="1125" y="270" class="lane">_CONSUME CALLS / TRANSITION BOUND</text>
+{"".join(rows)}
+  <text x="70" y="1075" class="caption">Bars encode exact observed-to-bound ratios; every raw integer remains printed beside its bar.</text>
+  <text x="1730" y="1075" text-anchor="end" class="node-code">rejected case: product 0 · consume 0</text>'''
+    return _svg_document(
+        title="Deterministic dynamic-programming work counts",
+        description=(
+            "Six fixed password-policy cases compare exact logical occupied "
+            "cells and transition calls with preflight bounds. The rejected "
+            "case records no dynamic-programming enumeration."
+        ),
+        width=1800,
+        height=1120,
+        body=body,
+    )
+
+
+def write_dp_work_counts_svg(report: object, path: Path) -> None:
+    """Write the deterministic logical-work SVG."""
+
+    path.write_text(render_dp_work_counts_svg(report), encoding="utf-8")
+
+
+def _occupancy_points(
+    values: tuple[int, ...],
+    *,
+    x: int,
+    y: int,
+    width: int,
+    height: int,
+) -> str:
+    last_index = len(values) - 1
+    peak = max(values)
+    denominator = max(1, peak - 1)
+    return " ".join(
+        f"{x + index * width // last_index},"
+        f"{y + height - (value - 1) * height // denominator}"
+        for index, value in enumerate(values)
+    )
+
+
+def render_dp_layer_occupancy_svg(report: object) -> str:
+    """Return exact per-layer sparse-table occupancy for accepted cases."""
+
+    cases = _validated_dp_profile(report)
+    panels: list[str] = []
+    for index, case in enumerate(cases):
+        column = index % 2
+        row = index // 2
+        x = 55 + column * 870
+        y = 230 + row * 340
+        minima = " / ".join(str(value) for value in case.spec.class_minima)
+        if case.layer_occupancy is None:
+            aria = (
+                f"{case.spec.title}; rejected before enumeration; no layer "
+                "occupancy curve; product calls zero; consume calls zero"
+            )
+            panels.append(
+                f'''  <g id="dp-layer-{case.spec.identifier}" role="group" aria-label="{aria}">
+    <rect x="{x}" y="{y}" width="820" height="300" rx="18" fill="{SURFACE}" stroke="{GOLD}" stroke-width="2"/>
+    <text x="{x + 28}" y="{y + 42}" class="node-title">{case.spec.title}</text>
+    <text x="{x + 28}" y="{y + 72}" class="node-detail">L={case.spec.length} · minima {minima}</text>
+    <rect x="{x + 48}" y="{y + 108}" width="724" height="102" rx="14" fill="{SURFACE_RAISED}" stroke="{GOLD}" stroke-width="2" stroke-dasharray="10 8"/>
+    <text x="{x + 410}" y="{y + 148}" text-anchor="middle" class="node-title">NO CURVE · PRECHECK REJECTED</text>
+    <text x="{x + 410}" y="{y + 181}" text-anchor="middle" class="node-detail">cell bound {case.cells_upper_bound:,} / 250,000 · transition bound {case.transitions_upper_bound:,} / 2,000,000</text>
+    <text x="{x + 28}" y="{y + 252}" class="node-code">product 0 calls · 0 vectors · consume 0</text>
+    <text x="{x + 28}" y="{y + 280}" class="caption">No layer table exists, so no occupancy series is drawn.</text>
+  </g>'''
+            )
+            continue
+
+        values = case.layer_occupancy
+        peak = max(values)
+        plot_x = x + 48
+        plot_y = y + 120
+        plot_width = 724
+        plot_height = 100
+        points = _occupancy_points(
+            values,
+            x=plot_x,
+            y=plot_y,
+            width=plot_width,
+            height=plot_height,
+        )
+        start_y = plot_y + plot_height
+        end_y = plot_y
+        aria = (
+            f"{case.spec.title}; exact occupancy for layers zero through "
+            f"{case.spec.length}; total occupied cells {case.occupied_cells}; "
+            f"peak layer occupancy {peak}; transition calls {case.transitions}"
+        )
+        panels.append(
+            f'''  <g id="dp-layer-{case.spec.identifier}" role="group" aria-label="{aria}">
+    <rect x="{x}" y="{y}" width="820" height="300" rx="18" fill="{SURFACE}" stroke="{LINE}"/>
+    <text x="{x + 28}" y="{y + 42}" class="node-title">{case.spec.title}</text>
+    <text x="{x + 28}" y="{y + 72}" class="node-detail">L={case.spec.length} · minima {minima} · peak {peak:,} states</text>
+    <text x="{plot_x}" y="{plot_y - 12}" class="node-code">states {peak:,}</text>
+    <line x1="{plot_x}" y1="{plot_y}" x2="{plot_x + plot_width}" y2="{plot_y}" stroke="{LINE}" stroke-dasharray="6 7"/>
+    <line x1="{plot_x}" y1="{plot_y + plot_height}" x2="{plot_x + plot_width}" y2="{plot_y + plot_height}" stroke="{LINE}"/>
+    <polyline data-series="layer-occupancy" points="{points}" fill="none" stroke="{TEAL}" stroke-width="4" stroke-linejoin="round" stroke-linecap="round"/>
+    <circle cx="{plot_x}" cy="{start_y}" r="5" fill="{GOLD}"/>
+    <circle cx="{plot_x + plot_width}" cy="{end_y}" r="5" fill="{GOLD}"/>
+    <text x="{plot_x}" y="{plot_y + plot_height + 25}" class="caption">remaining 0 · states 1</text>
+    <text x="{plot_x + plot_width}" y="{plot_y + plot_height + 25}" text-anchor="end" class="caption">remaining {case.spec.length} · states {peak:,}</text>
+    <text x="{x + 28}" y="{y + 272}" class="node-code">occupied {case.occupied_cells:,} · product {case.product_calls:,} calls / {case.product_vectors:,} vectors · consume {case.consume_calls:,}</text>
+  </g>'''
+        )
+
+    body = f'''  <text x="70" y="78" class="title">Sparse DP occupancy, layer by exact layer</text>
+  <text x="70" y="118" class="subtitle">Every accepted curve is drawn directly from the profiled layer_occupancy array; the rejected policy has no invented series.</text>
+  <rect x="70" y="150" width="1660" height="50" rx="16" fill="{SURFACE_RAISED}" stroke="{LINE}"/>
+  <text x="900" y="182" text-anchor="middle" class="caption">Logical state counts only · no elapsed time · no RSS · no hardware performance claim</text>
+{"".join(panels)}
+  <text x="70" y="1280" class="caption">Horizontal axis: remaining positions. Vertical axis: retained bounded-deficit vectors on an exact linear scale within each panel.</text>
+  <text x="1730" y="1280" text-anchor="end" class="node-code">5 observed curves · 1 fail-fast boundary</text>'''
+    return _svg_document(
+        title="Exact dynamic-programming layer occupancy",
+        description=(
+            "Five panels plot exact retained deficit-vector counts by "
+            "remaining position. A sixth panel records a complexity-budget "
+            "rejection and deliberately contains no curve."
+        ),
+        width=1800,
+        height=1320,
+        body=body,
+    )
+
+
+def write_dp_layer_occupancy_svg(report: object, path: Path) -> None:
+    """Write the deterministic layer-occupancy SVG."""
+
+    path.write_text(render_dp_layer_occupancy_svg(report), encoding="utf-8")
+
+
 def _wrapped_lines(transcript: str, width: int) -> list[str]:
     lines: list[str] = []
     for line in transcript.rstrip("\n").splitlines():
@@ -577,8 +1220,8 @@ def _wrapped_lines(transcript: str, width: int) -> list[str]:
     return lines
 
 
-def render_terminal_png(*, transcript: str, title: str, path: Path) -> None:
-    """Render a real, already-recorded transcript without terminal metadata."""
+def render_terminal_png_bytes(*, transcript: str, title: str) -> bytes:
+    """Return a deterministic PNG for a real, already-recorded transcript."""
 
     width = 1600
     padding = 54
@@ -618,7 +1261,15 @@ def render_terminal_png(*, transcript: str, title: str, path: Path) -> None:
         draw.text((padding, y), line, fill=color, font=body_font)
         y += line_height
 
-    image.save(path, format="PNG", optimize=True, compress_level=9)
+    buffer = BytesIO()
+    image.save(buffer, format="PNG", optimize=True, compress_level=9)
+    return buffer.getvalue()
+
+
+def render_terminal_png(*, transcript: str, title: str, path: Path) -> None:
+    """Write a deterministic transcript PNG without terminal metadata."""
+
+    path.write_bytes(render_terminal_png_bytes(transcript=transcript, title=title))
 
 
 def recompress_png(path: Path) -> None:
diff --git a/scripts/generate_evidence.py b/scripts/generate_evidence.py
index 46d377a..4bc678f 100644
--- a/scripts/generate_evidence.py
+++ b/scripts/generate_evidence.py
@@ -26,6 +26,7 @@
 from urllib.parse import urlsplit
 
 import attest_distribution as distribution_attester
+import profile_complexity as complexity_profiler
 from evidence_rendering import (
     GOLD,
     LINE,
@@ -37,6 +38,8 @@
     render_terminal_png,
     write_architecture_svg,
     write_distribution_svg,
+    write_dp_layer_occupancy_svg,
+    write_dp_work_counts_svg,
     write_gif,
     write_sampling_svg,
     write_setup_svg,
@@ -64,6 +67,12 @@
     "password-policy-lab sweep --start-length 8 --end-length 32 --format csv"
 )
 INSPECT_COMMAND = "password-policy-lab inspect --length 20 --format text"
+PROFILE_JSON_COMMAND = (
+    "PYTHONPATH=src python scripts/profile_complexity.py --format json"
+)
+PROFILE_TEXT_COMMAND = (
+    "PYTHONPATH=src python scripts/profile_complexity.py --format text"
+)
 QUALITY_COMMANDS = (
     "python -m ruff check app.py scripts src tests",
     "python -m ruff format --check app.py scripts src tests",
@@ -82,6 +91,9 @@
     "docs/assets/cli-inspect.png",
     "docs/assets/distribution-check.png",
     "docs/assets/distribution-contract.svg",
+    "docs/assets/dp-complexity-cli.png",
+    "docs/assets/dp-layer-occupancy.svg",
+    "docs/assets/dp-work-counts.svg",
     "docs/assets/quality-gate.png",
     "docs/assets/setup-workflow.svg",
     "docs/assets/state-space-sweep.png",
@@ -93,6 +105,8 @@
     "docs/evidence/cli-inspect.txt",
     "docs/evidence/distribution-attestation.json",
     "docs/evidence/distribution-check.txt",
+    "docs/evidence/dp-complexity-profile.json",
+    "docs/evidence/dp-complexity-profile.txt",
     "docs/evidence/quality-gate.txt",
     "docs/evidence/state-space-sweep.csv",
     "docs/evidence/web-validation-reference.png",
@@ -101,7 +115,12 @@
 _ABSOLUTE_PATH = re.compile(
     r"(?<![A-Za-z0-9_.-])/(?:home|tmp|usr|opt|var|private|Users)/[^\s:]+"
 )
-_PYTEST_DURATION = re.compile(r"(\d+ passed)(?: in \d+(?:\.\d+)?s)")
+_PYTEST_DURATION = re.compile(
+    r"(?m)^(?P<summary>\d+ passed"
+    r"(?:, \d+ (?:skipped|deselected|xfailed|xpassed|warnings?))*)"
+    r"(?: in \d+(?:\.\d+)?s(?: \(\d+:\d{2}:\d{2}\))?"
+    r"| \(\d+:\d{2}:\d{2}\))$"
+)
 
 
 class _WaitressServer(Protocol):
@@ -267,6 +286,50 @@ def _write_cli_evidence() -> list[_SweepRow]:
     return rows
 
 
+def _write_complexity_evidence() -> dict[str, object]:
+    report = complexity_profiler.build_profile()
+    expected_json = complexity_profiler.profile_json(report)
+    expected_text = complexity_profiler.profile_text(report)
+    json_output = _run(
+        (
+            str(PYTHON),
+            "scripts/profile_complexity.py",
+            "--format",
+            "json",
+        )
+    )
+    text_output = _run(
+        (
+            str(PYTHON),
+            "scripts/profile_complexity.py",
+            "--format",
+            "text",
+        )
+    )
+    if json_output != expected_json or text_output != expected_text:
+        raise RuntimeError(
+            "complexity CLI output disagrees with the in-process profile"
+        )
+
+    (EVIDENCE_DIR / "dp-complexity-profile.json").write_text(
+        json_output,
+        encoding="utf-8",
+    )
+    transcript = f"$ {PROFILE_TEXT_COMMAND}\n{text_output}"
+    (EVIDENCE_DIR / "dp-complexity-profile.txt").write_text(
+        transcript,
+        encoding="utf-8",
+    )
+    render_terminal_png(
+        transcript=transcript,
+        title="Deterministic DP work profile · six fixed policies",
+        path=ASSET_DIR / "dp-complexity-cli.png",
+    )
+    write_dp_work_counts_svg(report, ASSET_DIR / "dp-work-counts.svg")
+    write_dp_layer_occupancy_svg(report, ASSET_DIR / "dp-layer-occupancy.svg")
+    return report
+
+
 def _render_sweep_chart(rows: Sequence[_SweepRow]) -> None:
     matplotlib: Any = importlib.import_module("matplotlib")
     matplotlib.use("Agg")
@@ -981,7 +1044,7 @@ def _write_distribution_evidence() -> None:
 
 def _normalize_quality_output(output: str) -> str:
     normalized = output.replace("\r\n", "\n").replace(str(ROOT), ".")
-    normalized = _PYTEST_DURATION.sub(r"\1", normalized)
+    normalized = _PYTEST_DURATION.sub(r"\g<summary>", normalized)
     if _ABSOLUTE_PATH.search(normalized):
         raise RuntimeError("quality output contains an absolute machine path")
     return normalized.rstrip() + "\n"
@@ -1113,6 +1176,18 @@ def _artifact_assertions() -> dict[str, list[str]]:
             "rendered from measured distribution hashes and member counts",
             "claim boundaries remain explicit",
         ],
+        "docs/assets/dp-complexity-cli.png": [
+            "deterministic profiler output with selected cProfile call counts",
+            "timing, hardware, memory, entropy, and candidate output absent",
+        ],
+        "docs/assets/dp-layer-occupancy.svg": [
+            "rendered from every observed accepted DP layer",
+            "rejected policy has no invented occupancy curve",
+        ],
+        "docs/assets/dp-work-counts.svg": [
+            "exact product-vector, materialized-cell, and transition counts",
+            "balanced and skewed policies are directly comparable",
+        ],
         "docs/assets/quality-gate.png": [
             "rendered from normalized real gate transcript",
             "all commands exited zero",
@@ -1159,6 +1234,14 @@ def _artifact_assertions() -> dict[str, list[str]]:
             "real normalized attestation output",
             "no password sampled",
         ],
+        "docs/evidence/dp-complexity-profile.json": [
+            "canonical report from six real instrumented constructions",
+            "independent occupancy and exact-count oracles agree",
+        ],
+        "docs/evidence/dp-complexity-profile.txt": [
+            "real concise profiler command output",
+            "no timing, hardware, memory, entropy, or candidate claim",
+        ],
         "docs/evidence/quality-gate.txt": [
             "real normalized command output",
             "timing and absolute path absent",
@@ -1232,7 +1315,9 @@ def _manifest(
     capture: _CaptureResult,
     architecture_verified: bool,
     sampling_verified: bool,
+    complexity_report: dict[str, object],
 ) -> dict[str, object]:
+    complexity_cases = cast(list[dict[str, object]], complexity_report["cases"])
     return {
         "artifacts": _artifact_manifest(),
         "capture": {
@@ -1251,6 +1336,21 @@ def _manifest(
                 "architecture_ast_verified": architecture_verified,
                 "sampling_ast_verified": sampling_verified,
             },
+            "dp_complexity_profile": {
+                "accepted_scenarios": sum(
+                    case["outcome"] == "accepted" for case in complexity_cases
+                ),
+                "contains_candidate": False,
+                "counter_contract": complexity_report["counter_contract"],
+                "json_source_command": PROFILE_JSON_COMMAND,
+                "rejected_before_enumeration": sum(
+                    case["outcome"] == "rejected-before-enumeration"
+                    for case in complexity_cases
+                ),
+                "report_schema_version": complexity_report["schema_version"],
+                "scenario_ids": [case["case_id"] for case in complexity_cases],
+                "text_source_command": PROFILE_TEXT_COMMAND,
+            },
             "quality_gate": {
                 "all_passed": True,
                 "commands": list(QUALITY_COMMANDS),
@@ -1270,7 +1370,7 @@ def _manifest(
         },
         "generator": "scripts/generate_evidence.py",
         "runtime": _runtime_manifest(capture.chromium),
-        "schema_version": 1,
+        "schema_version": 2,
         "source_files": _source_manifest(),
     }
 
@@ -1317,6 +1417,7 @@ def main() -> int:
     write_sampling_svg(ASSET_DIR / "uniform-sampling-flow.svg")
     write_setup_svg(ASSET_DIR / "setup-workflow.svg")
     _write_distribution_evidence()
+    complexity_report = _write_complexity_evidence()
 
     sweep_rows = _write_cli_evidence()
     _render_sweep_chart(sweep_rows)
@@ -1328,6 +1429,7 @@ def main() -> int:
             capture=capture,
             architecture_verified=architecture_verified,
             sampling_verified=sampling_verified,
+            complexity_report=complexity_report,
         )
     )
 
@@ -1339,6 +1441,7 @@ def main() -> int:
                 capture=capture,
                 architecture_verified=architecture_verified,
                 sampling_verified=sampling_verified,
+                complexity_report=complexity_report,
             )
         )
         second_gate = _run_quality_gate()
diff --git a/scripts/profile_complexity.py b/scripts/profile_complexity.py
index 2429f19..61410d0 100644
--- a/scripts/profile_complexity.py
+++ b/scripts/profile_complexity.py
@@ -297,11 +297,13 @@ def profile_scenario(scenario: ComplexityScenario) -> dict[str, object]:
     layer_occupancy = tuple(len(layer) for layer in layers)
     oracle_occupancy = _layer_occupancy_oracle(policy.length, policy.minima)
     occupied_cells = sum(layer_occupancy)
+    oracle_occupied_cells = sum(oracle_occupancy)
     expected_product_calls = policy.length
     expected_product_vectors = (
         policy.length * bounds["state_vectors_upper_bound_per_layer"]
     )
-    expected_transitions = len(policy.classes) * (occupied_cells - 1)
+    observed_transitions = consume_calls["primitive_calls"]
+    oracle_transitions = len(policy.classes) * (oracle_occupied_cells - 1)
     widths = tuple(len(item.symbols) for item in policy.classes)
     oracle_total = _state_space_oracle(policy.length, widths, policy.minima)
     peak_count_bits = max(
@@ -315,8 +317,8 @@ def profile_scenario(scenario: ComplexityScenario) -> dict[str, object]:
     if product_counter.vectors != expected_product_vectors:
         raise RuntimeError("profiled product vectors disagree with the oracle")
     if consume_calls != {
-        "primitive_calls": expected_transitions,
-        "total_calls": expected_transitions,
+        "primitive_calls": oracle_transitions,
+        "total_calls": oracle_transitions,
     }:
         raise RuntimeError("profiled transition calls disagree with the oracle")
     if build_calls != {"primitive_calls": 1, "total_calls": 1}:
@@ -332,13 +334,13 @@ def profile_scenario(scenario: ComplexityScenario) -> dict[str, object]:
         "observed": {
             "layer_occupancy": list(layer_occupancy),
             "occupied_cells": occupied_cells,
-            "transitions": expected_transitions,
+            "transitions": observed_transitions,
             "peak_count_bits": peak_count_bits,
             "valid_state_space": str(space.total),
         },
         "independent_oracles": {
-            "occupied_cells": sum(oracle_occupancy),
-            "transitions": expected_transitions,
+            "occupied_cells": oracle_occupied_cells,
+            "transitions": oracle_transitions,
             "valid_state_space": str(oracle_total),
         },
     }
@@ -426,7 +428,7 @@ def profile_text(report: dict[str, object]) -> str:
     """Render a concise transcript without candidate or timing data."""
 
     lines = [
-        "Password Policy State-Space Lab — deterministic DP work profile",
+        "Password Policy State-Space Lab - deterministic DP work profile",
         f"schema_version: {PROFILE_SCHEMA_VERSION}",
         f"scenario_set: {SCENARIO_SET}",
         "profiler: cProfile selected project call counts; timing discarded",
diff --git a/tests/test_complexity_profile.py b/tests/test_complexity_profile.py
index e15aa5f..89308a4 100644
--- a/tests/test_complexity_profile.py
+++ b/tests/test_complexity_profile.py
@@ -147,11 +147,20 @@ def fail(*values: object) -> None:
     assert case["outcome"] == "rejected-before-enumeration"
 
 
-def test_profile_never_consumes_entropy(monkeypatch: pytest.MonkeyPatch) -> None:
+def test_profile_never_uses_candidate_or_entropy_paths(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
     def fail_entropy(upper_bound: int) -> int:
         raise AssertionError(f"entropy must not be consumed: {upper_bound}")
 
+    def fail_candidate(*values: object, **named: object) -> None:
+        raise AssertionError(
+            f"candidate path must not run: {len(values)} positional, {len(named)} named"
+        )
+
     monkeypatch.setattr(secrets, "randbelow", fail_entropy)
+    for method in ("rank", "unrank", "sample_uniform"):
+        monkeypatch.setattr(PasswordSpace, method, fail_candidate)
 
     report = profiler.build_profile()
 
@@ -177,6 +186,7 @@ def test_serializations_are_canonical_stable_and_candidate_free() -> None:
     assert "timing discarded" in text
     assert "no elapsed-time, RSS, hardware, or speed claim" in text
     assert "no password candidate constructed or emitted" in text
+    assert "\N{EM DASH}" not in text
     combined = first_json + csv_text + text
     assert "/home/" not in combined
     assert "generated_password" not in combined
diff --git a/tests/test_complexity_rendering.py b/tests/test_complexity_rendering.py
new file mode 100644
index 0000000..b50f5b1
--- /dev/null
+++ b/tests/test_complexity_rendering.py
@@ -0,0 +1,237 @@
+from __future__ import annotations
+
+import copy
+import importlib.util
+import sys
+import xml.etree.ElementTree as ElementTree
+from pathlib import Path
+from types import ModuleType
+from typing import Any, cast
+
+import pytest
+
+
+def _load_script(name: str) -> ModuleType:
+    path = Path(__file__).resolve().parents[1] / "scripts" / f"{name}.py"
+    spec = importlib.util.spec_from_file_location(f"{name}_for_render_tests", path)
+    if spec is None or spec.loader is None:
+        raise RuntimeError(f"could not load {name}")
+    module = importlib.util.module_from_spec(spec)
+    sys.modules[spec.name] = module
+    spec.loader.exec_module(module)
+    return module
+
+
+rendering = cast(Any, _load_script("evidence_rendering"))
+profiler = cast(Any, _load_script("profile_complexity"))
+
+
+def _svg(path: Path) -> tuple[ElementTree.Element, str]:
+    text = path.read_text(encoding="utf-8")
+    root = ElementTree.fromstring(text)
+    return root, text
+
+
+def _local_name(element: ElementTree.Element) -> str:
+    return element.tag.rsplit("}", 1)[-1]
+
+
+def _assert_accessible_local_svg(
+    root: ElementTree.Element,
+    *,
+    width: int,
+    height: int,
+) -> None:
+    assert _local_name(root) == "svg"
+    assert root.attrib["width"] == str(width)
+    assert root.attrib["height"] == str(height)
+    assert root.attrib["viewBox"] == f"0 0 {width} {height}"
+    assert root.attrib["role"] == "img"
+    assert root.attrib["aria-labelledby"] == "title description"
+    assert sum(_local_name(item) == "title" for item in root) == 1
+    assert sum(_local_name(item) == "desc" for item in root) == 1
+    assert all(
+        _local_name(item).lower() not in {"foreignobject", "script"}
+        for item in root.iter()
+    )
+    for item in root.iter():
+        for key, value in item.attrib.items():
+            if key.rsplit("}", 1)[-1].lower() == "href":
+                assert value.startswith("#")
+            assert "url(http" not in value.lower()
+
+
+def _groups(root: ElementTree.Element, prefix: str) -> list[ElementTree.Element]:
+    return [
+        item
+        for item in root.iter()
+        if _local_name(item) == "g" and item.attrib.get("id", "").startswith(prefix)
+    ]
+
+
+def test_work_counts_svg_is_exact_accessible_and_deterministic(
+    tmp_path: Path,
+) -> None:
+    report = profiler.build_profile()
+    before = copy.deepcopy(report)
+    first = tmp_path / "work-a.svg"
+    second = tmp_path / "work-b.svg"
+    rendered = rendering.render_dp_work_counts_svg(report)
+
+    rendering.write_dp_work_counts_svg(report, first)
+    rendering.write_dp_work_counts_svg(report, second)
+
+    root, text = _svg(first)
+    _assert_accessible_local_svg(root, width=1800, height=1120)
+    assert rendered == rendering.render_dp_work_counts_svg(report)
+    assert first.read_text(encoding="utf-8") == rendered
+    assert first.read_bytes() == second.read_bytes()
+    assert report == before
+    assert len(_groups(root, "dp-work-")) == 6
+    assert all(
+        group.attrib.get("role") == "group" for group in _groups(root, "dp-work-")
+    )
+    for expected in (
+        "304 occupied / 336 bound",
+        "31,213 occupied / 60,025 bound",
+        "2,288 occupied / 4,400 bound",
+        "164,025 occupied / 216,513 bound",
+        "33,153 occupied / 66,049 bound",
+        "1,312,192 calls / 1,732,104 bound",
+        "bound 2,162,688 / budget 250,000",
+        "bound 17,301,504 / budget 2,000,000",
+        "product 0 calls · 0 vectors · consume 0",
+    ):
+        assert expected in text
+    assert "no elapsed time · no RSS · no hardware performance claim" in text
+
+
+def test_layer_occupancy_svg_draws_only_five_real_series(
+    tmp_path: Path,
+) -> None:
+    report = profiler.build_profile()
+    before = copy.deepcopy(report)
+    first = tmp_path / "layers-a.svg"
+    second = tmp_path / "layers-b.svg"
+    rendered = rendering.render_dp_layer_occupancy_svg(report)
+
+    rendering.write_dp_layer_occupancy_svg(report, first)
+    rendering.write_dp_layer_occupancy_svg(report, second)
+
+    root, text = _svg(first)
+    _assert_accessible_local_svg(root, width=1800, height=1320)
+    assert rendered == rendering.render_dp_layer_occupancy_svg(report)
+    assert first.read_text(encoding="utf-8") == rendered
+    assert first.read_bytes() == second.read_bytes()
+    assert report == before
+    groups = _groups(root, "dp-layer-")
+    assert len(groups) == 6
+    accepted = groups[:-1]
+    rejected = groups[-1]
+    assert [
+        sum(
+            _local_name(item) == "polyline"
+            and item.attrib.get("data-series") == "layer-occupancy"
+            for item in group.iter()
+        )
+        for group in accepted
+    ] == [1, 1, 1, 1, 1]
+    assert not any(_local_name(item) == "polyline" for item in rejected.iter())
+    assert "NO CURVE · PRECHECK REJECTED" in text
+    assert "No layer table exists, so no occupancy series is drawn." in text
+    for expected in (
+        "occupied 304 · product 20 calls / 320 vectors · consume 1,212",
+        "occupied 31,213 · product 24 calls / 57,624 vectors · consume 124,848",
+        "occupied 2,288 · product 24 calls / 4,224 vectors · consume 9,148",
+        "occupied 164,025 · product 32 calls / 209,952 vectors · consume 1,312,192",
+        "occupied 33,153 · product 256 calls / 65,792 vectors · consume 33,152",
+    ):
+        assert expected in text
+    assert "no elapsed time · no RSS · no hardware performance claim" in text
+
+
+def test_terminal_png_renderer_is_pure_and_matches_write_wrapper(
+    tmp_path: Path,
+) -> None:
+    transcript = "$ profiler --format text\nASCII body · exact counters\n"
+    title = "Deterministic DP work profile · six fixed policies"
+    path = tmp_path / "profile.png"
+
+    first = rendering.render_terminal_png_bytes(
+        transcript=transcript,
+        title=title,
+    )
+    second = rendering.render_terminal_png_bytes(
+        transcript=transcript,
+        title=title,
+    )
+    rendering.render_terminal_png(
+        transcript=transcript,
+        title=title,
+        path=path,
+    )
+
+    assert first == second == path.read_bytes()
+    assert first.startswith(b"\x89PNG\r\n\x1a\n")
+
+
+def _mutated_report(mutation: str) -> dict[str, object]:
+    report = cast(dict[str, object], copy.deepcopy(profiler.build_profile()))
+    cases = cast(list[dict[str, object]], report["cases"])
+    if mutation == "schema-bool":
+        report["schema_version"] = True
+    elif mutation == "case-order":
+        cases[0], cases[1] = cases[1], cases[0]
+    elif mutation == "missing-case":
+        cases.pop()
+    elif mutation == "timing-claim":
+        cast(dict[str, object], report["profiler"])["timing_fields_retained"] = True
+    elif mutation == "occupancy":
+        observed = cast(dict[str, object], cases[0]["observed"])
+        occupancy = cast(list[int], observed["layer_occupancy"])
+        occupancy[1] += 1
+    elif mutation == "product-counter":
+        cast(dict[str, object], cases[0]["work_counters"])["product_vectors"] = 1
+    elif mutation == "rejected-series":
+        cases[-1]["observed"] = {
+            "layer_occupancy": [1],
+            "occupied_cells": 1,
+            "peak_count_bits": 1,
+            "transitions": 1,
+            "valid_state_space": "1",
+        }
+    else:  # pragma: no cover - test helper contract
+        raise AssertionError("unknown mutation")
+    return report
+
+
+@pytest.mark.parametrize(
+    "mutation",
+    (
+        "schema-bool",
+        "case-order",
+        "missing-case",
+        "timing-claim",
+        "occupancy",
+        "product-counter",
+        "rejected-series",
+    ),
+)
+@pytest.mark.parametrize(
+    "renderer",
+    (
+        "write_dp_work_counts_svg",
+        "write_dp_layer_occupancy_svg",
+    ),
+)
+def test_complexity_renderers_fail_closed_before_writing(
+    mutation: str,
+    renderer: str,
+    tmp_path: Path,
+) -> None:
+    path = tmp_path / f"{mutation}.svg"
+
+    with pytest.raises(ValueError, match="invalid complexity profile"):
+        getattr(rendering, renderer)(_mutated_report(mutation), path)
+
+    assert not path.exists()
diff --git a/tests/test_evidence.py b/tests/test_evidence.py
index 88cc4dc..c42d28b 100644
--- a/tests/test_evidence.py
+++ b/tests/test_evidence.py
@@ -16,7 +16,11 @@
 
 
 class _Checker(Protocol):
+    COMPLEXITY_CASE_IDS: tuple[str, ...]
+    COMPLEXITY_JSON_PATH: str
+    COMPLEXITY_TEXT_PATH: str
     EvidenceValidationError: type[ValueError]
+    EXPECTED_ARTIFACTS: frozenset[str]
     MANIFEST_PATH: str
     SWEEP_COLUMNS: tuple[str, ...]
 
@@ -44,7 +48,34 @@ def _expected_sweep(self) -> str: ...
 
     def _expected_inspection(self, report: StateSpaceInspection) -> str: ...
 
-    def _load_json(self, path: Path) -> tuple[dict[str, object], str]: ...
+    def _load_json(
+        self,
+        path: Path,
+        *,
+        label: str = "manifest",
+    ) -> tuple[dict[str, object], str]: ...
+
+    def _expected_complexity_evidence(
+        self,
+    ) -> tuple[dict[str, object], str, str]: ...
+
+    def _complexity_transcript(self, report: dict[str, object]) -> str: ...
+
+    def _validate_complexity_envelope(self, value: object) -> None: ...
+
+    def _validate_complexity_profile(
+        self,
+        document: dict[str, object],
+        json_text: str,
+        transcript: str,
+    ) -> None: ...
+
+    def _validate_complexity_renderings(
+        self,
+        root: Path,
+        report: dict[str, object],
+        transcript: str,
+    ) -> None: ...
 
     def _distribution_input_digest(self, root: Path) -> str: ...
 
@@ -267,6 +298,149 @@ def test_manifest_loader_rejects_duplicates_and_noncanonical_json(
         check_evidence._load_json(path)
 
 
+def _canonical_json(document: dict[str, object]) -> str:
+    return json.dumps(document, ensure_ascii=True, indent=2, sort_keys=True) + "\n"
+
+
+def test_complexity_profile_rebuild_has_exact_schema_and_invariants() -> None:
+    report, json_text, transcript = check_evidence._expected_complexity_evidence()
+
+    check_evidence._validate_complexity_profile(report, json_text, transcript)
+
+    cases = cast(list[dict[str, object]], report["cases"])
+    assert [case["case_id"] for case in cases] == list(
+        check_evidence.COMPLEXITY_CASE_IDS
+    )
+    assert len(cases) == 6
+    assert sum(case["outcome"] == "accepted" for case in cases) == 5
+    assert cases[-1]["outcome"] == "rejected-before-enumeration"
+
+
+def test_complexity_envelope_is_exact_and_candidate_free() -> None:
+    envelope: dict[str, object] = {
+        "accepted_scenarios": 5,
+        "contains_candidate": False,
+        "counter_contract": "logical-dp-operations-v1",
+        "json_source_command": (
+            "PYTHONPATH=src python scripts/profile_complexity.py --format json"
+        ),
+        "rejected_before_enumeration": 1,
+        "report_schema_version": 1,
+        "scenario_ids": list(check_evidence.COMPLEXITY_CASE_IDS),
+        "text_source_command": (
+            "PYTHONPATH=src python scripts/profile_complexity.py --format text"
+        ),
+    }
+
+    check_evidence._validate_complexity_envelope(envelope)
+
+    stale = copy.deepcopy(envelope)
+    cast(list[str], stale["scenario_ids"]).reverse()
+    with pytest.raises(
+        check_evidence.EvidenceValidationError,
+        match="fixed scenario order",
+    ):
+        check_evidence._validate_complexity_envelope(stale)
+
+
+def test_complexity_profile_rejects_observed_oracle_drift() -> None:
+    expected, _, _ = check_evidence._expected_complexity_evidence()
+    report = copy.deepcopy(expected)
+    first = cast(list[dict[str, object]], report["cases"])[0]
+    observed = cast(dict[str, object], first["observed"])
+    observed["occupied_cells"] = cast(int, observed["occupied_cells"]) + 1
+
+    with pytest.raises(
+        check_evidence.EvidenceValidationError,
+        match="inconsistent occupied cell",
+    ):
+        check_evidence._validate_complexity_profile(
+            report,
+            _canonical_json(report),
+            check_evidence._complexity_transcript(report),
+        )
+
+
+def test_complexity_profile_rejects_work_after_budget_failure() -> None:
+    expected, _, _ = check_evidence._expected_complexity_evidence()
+    report = copy.deepcopy(expected)
+    rejected = cast(list[dict[str, object]], report["cases"])[-1]
+    work = cast(dict[str, object], rejected["work_counters"])
+    work["product_vectors"] = 1
+
+    with pytest.raises(
+        check_evidence.EvidenceValidationError,
+        match="forbidden enumeration",
+    ):
+        check_evidence._validate_complexity_profile(
+            report,
+            _canonical_json(report),
+            check_evidence._complexity_transcript(report),
+        )
+
+
+def test_complexity_profile_rejects_performance_overclaim_or_extra_metric() -> None:
+    expected, _, _ = check_evidence._expected_complexity_evidence()
+    overclaim = copy.deepcopy(expected)
+    boundaries = cast(dict[str, object], overclaim["claim_boundaries"])
+    boundaries["hardware_performance_claimed"] = True
+    with pytest.raises(
+        check_evidence.EvidenceValidationError,
+        match="claim boundaries",
+    ):
+        check_evidence._validate_complexity_profile(
+            overclaim,
+            _canonical_json(overclaim),
+            check_evidence._complexity_transcript(overclaim),
+        )
+
+    extra_metric = copy.deepcopy(expected)
+    extra_metric["elapsed_seconds"] = 0
+    with pytest.raises(
+        check_evidence.EvidenceValidationError,
+        match="unexpected schema",
+    ):
+        check_evidence._validate_complexity_profile(
+            extra_metric,
+            _canonical_json(extra_metric),
+            check_evidence._complexity_transcript(extra_metric),
+        )
+
+
+def test_complexity_artifacts_are_part_of_the_exact_readme_inventory() -> None:
+    assert {
+        "docs/assets/dp-complexity-cli.png",
+        "docs/assets/dp-layer-occupancy.svg",
+        "docs/assets/dp-work-counts.svg",
+        check_evidence.COMPLEXITY_JSON_PATH,
+        check_evidence.COMPLEXITY_TEXT_PATH,
+    }.issubset(check_evidence.EXPECTED_ARTIFACTS)
+
+
+def test_complexity_renderings_reject_a_mutated_png(tmp_path: Path) -> None:
+    root = Path(__file__).resolve().parents[1]
+    report, _, transcript = check_evidence._expected_complexity_evidence()
+    relatives = (
+        "docs/assets/dp-complexity-cli.png",
+        "docs/assets/dp-layer-occupancy.svg",
+        "docs/assets/dp-work-counts.svg",
+    )
+    for relative in relatives:
+        destination = tmp_path / relative
+        destination.parent.mkdir(parents=True, exist_ok=True)
+        destination.write_bytes((root / relative).read_bytes())
+
+    check_evidence._validate_complexity_renderings(tmp_path, report, transcript)
+    png = tmp_path / "docs/assets/dp-complexity-cli.png"
+    png.write_bytes(png.read_bytes() + b"mutated")
+
+    with pytest.raises(
+        check_evidence.EvidenceValidationError,
+        match="stale against its pure renderer",
+    ):
+        check_evidence._validate_complexity_renderings(tmp_path, report, transcript)
+
+
 def test_distribution_attestation_is_source_bound_and_rejects_overclaim() -> None:
     root = Path(__file__).resolve().parents[1]
     path = root / "docs/evidence/distribution-attestation.json"
@@ -382,11 +556,8 @@ def test_readme_validation_is_robust_when_readme_is_absent(tmp_path: Path) -> No
     check_evidence._validate_readme(tmp_path)
 
 
-def test_checked_in_evidence_bundle_is_valid_when_generated() -> None:
+def test_checked_in_evidence_bundle_is_valid() -> None:
     root = Path(__file__).resolve().parents[1]
-    if not (root / check_evidence.MANIFEST_PATH).exists():
-        pytest.skip("evidence generator has not populated the bundle yet")
-
     check_evidence.validate_evidence(root)
 
 
diff --git a/tests/test_evidence_generation.py b/tests/test_evidence_generation.py
new file mode 100644
index 0000000..02c42af
--- /dev/null
+++ b/tests/test_evidence_generation.py
@@ -0,0 +1,50 @@
+from __future__ import annotations
+
+import importlib.util
+import sys
+from pathlib import Path
+from typing import Protocol, cast
+
+import pytest
+
+
+class _Generator(Protocol):
+    def _normalize_quality_output(self, output: str) -> str: ...
+
+
+def _load_generator() -> _Generator:
+    scripts = Path(__file__).resolve().parents[1] / "scripts"
+    path = scripts / "generate_evidence.py"
+    spec = importlib.util.spec_from_file_location(
+        "password_policy_evidence_generator",
+        path,
+    )
+    if spec is None or spec.loader is None:
+        raise RuntimeError("could not load the evidence generator")
+    module = importlib.util.module_from_spec(spec)
+    sys.modules[spec.name] = module
+    sys.path.insert(0, str(scripts))
+    try:
+        spec.loader.exec_module(module)
+    finally:
+        sys.path.pop(0)
+    return cast(_Generator, module)
+
+
+generator = _load_generator()
+
+
+@pytest.mark.parametrize(
+    ("raw", "expected"),
+    [
+        ("294 passed in 130.25s\n", "294 passed\n"),
+        ("293 passed, 1 skipped in 131.04s\n", "293 passed, 1 skipped\n"),
+        ("294 passed (0:02:10)\n", "294 passed\n"),
+        ("297 passed in 129.08s (0:02:09)\n", "297 passed\n"),
+    ],
+)
+def test_quality_normalization_removes_both_pytest_duration_formats(
+    raw: str,
+    expected: str,
+) -> None:
+    assert generator._normalize_quality_output(raw) == expected