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Discovery phase: EV Chile research spec + domain profile - #1

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Summary

  • Add research specification for EV adoption barriers essay (UAI CEMS Master, Chile)
  • Fill domain profile for sustainability/mobility transitions field
  • Thesis: Chile's 3 structural barriers (used fleet renewal, charging geography, financing access) + policy mechanisms from Norway, China, Netherlands

Changes

  • .claude/references/domain-profile.md — filled with field journals, data sources, conventions for EV/sustainability research
  • quality_reports/research_spec_EV_Chile.md — full research specification including thesis, argument structure, data sources, and UAI delivery requirements

Test plan

  • Review domain profile for completeness
  • Review research spec for thesis clarity and argument structure

🤖 Generated with Claude Code

hugosantanna and others added 30 commits March 7, 2026 13:35
No embedded titles in ggplot or generated .tex files — use descriptive
filenames and LaTeX \caption{}. Enforces booktabs, threeparttable, serif
fonts, publication-quality labels, and full year axes.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add figures.md and tables.md to rules table in customization guide.
Update version badge in README. Add changelog entry for 2.0.2.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add figures and tables rules (v2.0.2)
Enforces standard economics working paper formatting:
- 12pt article, 1in margins, double-spaced body
- Title page: titling package for proper font sizes, \quad authors, single-spaced abstract
- Required packages, table/figure conventions, bibliography format
- Writer-critic deduction rubric for format violations
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
v2.0.3: Working paper format rule
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…ools format

Two bugs in all 10 skill SKILL.md files:

1. `disable-model-invocation: true` was set on every skill, preventing Claude
   from auto-dispatching skills when the user describes a task. This defeats
   the core UX — users should be able to say "review my paper" and have Claude
   pick `/review` automatically.

2. `allowed-tools` used JSON array syntax (`["Read", "Grep"]`) instead of the
   comma-separated string format (`Read,Grep`) that Claude Code expects.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Fix skill frontmatter: auto-invocation and allowed-tools format
…eview simulation

Scope expansion from economics to all empirical social science (finance,
marketing, management, accounting, public policy). Complete redesign of
peer review simulation with editor agent, referee dispositions, pet peeves,
R&R memory, and desk reject. 71% reduction in per-session context overhead.

Key changes:
- New editor agent with desk review, literature verification (WebSearch),
  referee selection based on journal culture, FATAL/ADDRESSABLE/TASTE
  classification, and R&R memory across rounds (max 3)
- 6 referee dispositions weighted by journal culture + balanced pet peeves
- 35 journal profiles across 10 field sections (economics, finance,
  accounting, marketing, management)
- Folder restructure: paper/ is self-contained (figures, tables, talks,
  quarto, preambles, supplementary, replication all inside)
- Quarto RevealJS presentation support alongside Beamer
- Table type templates (descriptive stats, regression, multi-outcome
  panels, balance, robustness)
- Figure standards (colorblind palettes, grayscale independence, PDF output)
- Agent prompts made field-neutral (read from domain-profile, default economics)
- Auto-memory replaces [LEARN] tags
- Archives deleted (22 rules, 16 agents, 20+ skills, 4 hooks)
- Guide and documentation fully updated for v3.0

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Add 3.0 branding to guide homepage.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- /tools upgrade: automated infrastructure upgrade preserving user content
- Migration guide added to README and user guide
- Updated /tools deploy for gh-pages workflow

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…files are safe

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
The v2.0→v3.0 consolidation accidentally stripped practical detail from
6 skills. This restores all 22 lost items: proximity scoring, feasibility
grades, PAP templates, 12-category code checklist, 4-phase econometrics
protocol, replication tolerances, context checklists, and more.

Also expands referee pet peeves from 24 to 51 (27 critical + 24
constructive) for more realistic and varied peer review simulations.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
All references to Paper/, Figures/, Tables/, Talks/, Preambles/,
Replication/, Supplementary/ updated to lowercase paths inside paper/
(paper/figures/, paper/tables/, paper/talks/, paper/replication/, etc.)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Git was still tracking uppercase Paper/ despite the filesystem rename.
Force re-index to lowercase paper/ to match all path references.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
/new-project now enters plan mode before starting Discovery.
Creates folder structure, drafts plan, waits for approval.
Also fixed double-nested path .claude/rules/.claude/references/.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
CLAUDE.md now has an Output Organization field (by-script or by-purpose).
Default is by-script: outputs go to subfolders named after the generating
script (e.g., paper/figures/main_regression/figure1.pdf). Coder agent
reads this setting and follows accordingly.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Replace natbib/bibtex with biblatex/biber (natbib=true compat preserved)
- Add microtype for improved typography
- Add fancyhdr for clean page numbering
- Add colored citations (azure RGB 0,127,255)
- Add captionsetup (small font, bold labels)
- Add custom column types (L, C, R)
- Add math operators (argmax, argmin, norm, indicator)
- Add URL bleeding fixes for bibliography
- Require hyperref loaded last
- Full reference preamble included as copy-paste standard

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
The \DeclareUnicodeCharacter command is for pdflatex/inputenc only.
Under xelatex it renders as literal text ("22C6★") on a phantom page.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…iblatex

Update working paper format: biblatex + polished preamble
Adversarial review flagged the original RTF file with two false claims
(Bibliography_base.bib removed, Referee pool missing) and one already-fixed
issue (Talks/ stale paths). Rewritten as clean Markdown reflecting reality.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…case paths

- Delete quality_score.py (761 lines targeting nonexistent Quarto/Slides/)
- Delete sync_to_docs.sh (92 lines targeting nonexistent deployment structure)
- Remove sync_to_docs.sh permissions from settings.json, add biber permission
- CLAUDE.md: bibtex → biber in compilation commands
- tools/SKILL.md: bibtex → biber, Paper → paper, Talks → paper/talks, Preambles → preambles

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…ics, README honesty

Tables:
- Significance stars now journal-dependent (AEA: no stars; others: default)
- Journal profiles gain Table format field for overrides
- content-standards.md drops false "AER, QJE, Econometrica" universal claim

Format:
- working-paper-format.md splits Required (blocking) from Recommended (advisory)
- Writer-critic deductions adjusted for recommended items

Scope:
- "Empirical social science" → "Economics" across README, CLAUDE.md, guide, meta-governance
- Other fields can adapt via domain profile and journal profiles

README:
- Strip pitch language, add Limitations section
- "Simulated" not "Realistic" for peer review
- "Configured" not "calibrated" for referee pools

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Writer (101→307 lines): paragraph-level argument moves, 4 paper-type
section templates, design-specific guidance, humanizer demoted to cleanup.

Writer-critic (111→208 lines): 8 check categories, paper-type coherence,
design-specific completeness tables, results narration checks.

Strategist (70→264 lines): structural estimation strategy, theory+empirics
predictions, descriptive measurement strategy, design-specific estimation.

Strategist-critic (302→457 lines): structural model checklists, theory
prediction sharpness, descriptive construct validity, type-specific sanity.

Coder (102→355 lines): paper-to-code naming maps, numerical discipline
(float guards, CDF clamping, integer literals, pre-allocation), structural
implementation (MLE/GMM/SMM/BLP), Monte Carlo patterns, prohibited patterns.

Coder-critic (160→278 lines): 16 check categories, numerical discipline
enforcement, structural code checks, simulation code checks.

Methods-referee (169→207 lines): paper-type-specific evaluation dimensions
and scoring rubrics for reduced-form, structural, theory+empirics, descriptive.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
hugosantanna and others added 30 commits April 9, 2026 10:52
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Two passes on the guide website:

1. Content sync to v4.1.0:
   - Changelog: added v4.1.0 entry
   - Reference: added /tools lint and /tools upgrade
   - Customization: 5 hooks (was 4), fixed rules list, added content-invariants
   - User guide: added pre-flights, decision records, lint mentions
   - SCSS: prefers-reduced-motion, reduced scanline opacity

2. UX restructure (scored 6/10 in usability audit):
   - user-guide.qmd rewritten from 370-line feature dump to 210-line
     walkthrough with fabricated output examples (editorial decision,
     argument-move structure)
   - index.qmd: "Just want 2 commands?" callout, trimmed jargon,
     collapsible Day 1 checklist
   - agents.qmd: nested paragraphs collapsed into paper-type tables,
     coder-critic score breakdown example added
   - architecture.qmd: removed duplicated config table and stale sections
     (slides/lectures, constitutional governance)
   - customization.qmd: received exploration workflow, self-improvement,
     and constitutional governance sections from other pages
   - De-duplicated: each concept now has one canonical page, links elsewhere

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Modernize LaTeX infrastructure with Overleaf-compatible upgrades:
- latexmk build system replaces manual 4-command compilation
- tabularray for hand-written tables (R output keeps bare tabular)
- cleveref for smart cross-references (\cref instead of Figure~\ref)
- microtype promoted from Recommended to Required
- GitHub Actions CI for paper compilation on push/PR

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- CI: remove extra_system_packages (fontspec is a LaTeX pkg, not Alpine);
  add main.tex existence check for template repo graceful skip
- Guide: add v4.1.1 changelog, update reference/user-guide/customization
  for latexmk, tabularray, cleveref, microtype promotion
- Changelog: update v4.0.0 Required list to reflect current state

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Add research specification for EV adoption barriers essay (UAI CEMS)
- Fill domain profile for sustainability/mobility transitions field
- Thesis: Chile's 3 structural barriers (fleet renewal, charging geography,
  financing access) + policy mechanisms from Norway, China, Netherlands

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Allow WebSearch(*) and WebFetch(*) in settings — needed for librarian
  and explorer agents to search academic databases and fetch reports
- Add data_exploration_EV_Chile.md with mapped data sources, feasibility
  grades, and exact search instructions for Statista/Passport/GlobalData

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- lit_review_EV_Chile.md: 732-line annotated bibliography with 30+ sources
  covering EV adoption barriers, Norway/China/Netherlands policy cases,
  LatAm context, scrappage schemes, financing, and charging infrastructure.
  Includes BibTeX entries, proximity scores (1-5), and frontier map.
- data_exploration_EV_Chile.md: updated with charger density data, fleet
  age statistics, World Bank inequality indicators, and exact search
  instructions for Statista, Passport, GlobalData, PitchBook, Factiva.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- EV sales time series 2019-2024 (BEV + PHEV, units + market share)
- Charging stations time series 2016-2024 + forecasts to 2029
- Average EV prices by segment (BEV $64.9k, PHEV $109.2k in 2024)
- Revenue data and fleet propulsion mix
- Key insights quantifying all 3 structural barriers

Source: Statista Market Insights CSV export + Research AI, April 2026

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Chile New Cars market 2019-2024 volume/value + forecasts to 2029
- Brand market share (Hyundai 17.1%, Chery 8% — confirms China test market thesis)
- GlobalData analyst assessment: pension fund effect, political risk, Chile as
  Chinese EV test market before LatAm expansion
- Global EV charging infrastructure market context ($85.4B, +26.1% in 2025)
- Level 2 vs DC charger segmentation for Chile infrastructure strategy

Sources: GlobalData New Cars in Chile (Sep 2025), Global EV Charging
Infrastructure (Apr 2026), Analyst Briefing Krafft (Jul 2023)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Key findings:
- EV market share 2024: 1.5%, 2025: 1.8% (0.2pp/year vs 9.8pp needed for 2035 target)
- Santiago 2nd globally in electric buses but private market stagnant
- Tariff structure triples kWh cost for low-utilization chargers → vicious cycle
- Antofagasta program: only 70 EVs out of 4,403 taxis (1.6% penetration)
- Entry EV prices dropped from $59M CLP avg to sub-$12M CLP (Chinese brands)
- Operating cost: 85% savings EV vs gasoline; 96% owner satisfaction
- Missing vs Norway: no VAT exemption, no scrappage scheme, no mass consumer credit

Sources: El Mostrador, La Tercera, Business News Americas, BioBio, Norte y Energía

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- lit_review: Add Bjerkan et al. (2016) Norway BEV incentive survey to Section 3
- lit_review: Add Noel et al. (2019) range anxiety rhetoric paper as separate entry
- lit_review: Add de la Torre et al. (2024) Santiago EV routing/V2G paper (identified from S0360544224037745)
- lit_review: Add Arowolo & Perez (2026) LatAm investment patterns paper (identified from S2590198225004439)
- lit_review: Add BibTeX entries for all 4 new papers
- lit_review: Update coverage assessment (34 verified sources, 63% academic), frontier map, and positioning
- data_exploration: Add Part VI-B with quantitative data extracted from all 5 processed PDFs
  (Bjerkan 2016, Sierzchula 2014, Kester 2018, Noel 2019, de la Torre 2024, Arowolo 2026)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…ester with PDF-verified data

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…-type framework

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- research_spec_EV_Chile.md: rewritten with Patricio's 7-chapter structure,
  policy typology A/B/C, adaptability table, and resolved tensions
- legal_gaps_research.md (new): comprehensive legal research covering
  Cap 5 (policy effectiveness, 2023 dip/2024 surge, Ley 21.505, impuesto verde)
  and Cap 7 (IVA/LIR/CORFO legal pathways, WTO/TLC compatibility,
  Art.19 No.20/21 constitutional analysis, NZ Clean Car Standard precedent)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…fied)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Covers: Bistline 2023 (§30D IRA), EU Reg 2023/851 (ICE ban 2035),
Germany Umweltprämie, Colombia Ley 2099, Netherlands SEPP,
Chile ANAC data reconciliation, France bonus-malus, NZ Clean Car Discount.
Includes corrections: Norway scrappage error, charger count ambiguity.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…SEC chargers

Key additions:
- Sovacool year corrected: 2018 (not 2019)
- Urrutia-Mosquera (2021): Santiago survey — 72% willing to buy EV with IVA 0%
- Martins et al. (2024): ownership incentives NOT effective, only purchase incentives
- Sheldon (2022): equity critique of EV subsidies
- Norway VAT phase-out: 94% EV share at NOK 300k threshold (Jan 2026)
- ANAC 2024: Ley Eficiencia Energética explains 183% BEV jump
- SEC EcoCarga: 336 public stations = 419 connectors (resolves ambiguity)
- 12 Factiva search strings for Chile + international

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Auto-saved before context limit crash.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…data

Key new data:
- B1: 58,086 used vehicles imported (2021), avg age 11 yr, fleet avg 9.8 yr
- B3: BancoEstado green credit confirmed (taxi/colectivo programs)
- ANAC: proposal to eliminate 6% tariff + luxury tax on hybrids (Apr 2026)
- Hacienda: evaluating extension of EV benefits (Mar 2025)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Key finding: BancoEstado EV credit survived two governments (Boric→Kast)
but remains exclusive to taxis/colectivos — never opened to retail buyers.
Tarifa de demanda gap confirmed: not in press, must use SEC/CNE source.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Scrappage: no program for private vehicles confirmed (only taxis, 5 regions)
Colombia: 19,724 BEVs in 2025 (+115%), 7.5% market share vs Chile 1.87%
Full Colombian tax package documented (IVA 5%, 0% tariff, 50% income deduction)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Caps 1-2 ready; Cap 3-5 need 7 specific data points.
Key gaps: fleet age distribution, BancoEstado rate, IVA fiscal cost,
DS Ley 21.305 enforcement, Colombia time series 2019-2024.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Key findings: BancoEstado rate 0.89%/month confirmed, Ley 21.305 vinculant,
tarifa de demanda explained, Colombia 2021=1.8% (Chile today), Norway IVA 2001.
Remaining: fleet age distribution, ICE retirement rate, price by segment,
CORFO budget breakdown, chargers by region (16), IVA fiscal cost Chile.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Critical gaps now covered:
- Fleet age: 27.3% under 5yr, 27.3% over 15yr (INE 2023, 6.5M vehicles)
- ICE retirement: 250-350k/yr
- EV price: entry $13.6M, SUV compact $28-34M, avg $44.2M (-22% in 12mo)
- IVA fiscal cost: $31,807M (~US$33.4M/yr) if full exemption 2024
- Bills: Proyecto Rincón (Mar 2026), Ruta Energética 2026-2030

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…fied

Key findings:
- Ley 21.442: individual right confirmed, community not forced to pay
- CORFO: no isolated EV budget line found
- Right to plug: Germany WEMoG 2020, France Loi LOM 2019 documented
- EU EPBD 2024: new buildings >3 spots must pre-wire all spaces

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
MASTER_DATA.md: all verified data organized by chapter, ready to write
RESUME_HERE.md: updated with all 5 critical data points per chapter
notebooklm_audit5: retrofit costs ($4,100 avg), right-to-plug deadlines
(Austria 2mo, US 60d, France 6mo), Chile gap: no deadline = indefinite block

Fix: Norway never had scrappage — pure Tipo C fiscal. France/Colombia
are the scrappage comparators (prime à la conversion, FOPAT).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Full draft: introduction through conclusion with APA bibliography.
Incorporates all research from MASTER_DATA.md including Chile market
data, international policy comparison (Norway, Colombia, France,
Germany, NZ, Netherlands, EU, USA), and adaptability analysis.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…etions

- Keep [4.1.0] and [2.0.2] changelog links from branch alongside upstream links
- Keep intentional deletion of docs/*.html (guide restructure removed generated files)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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