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federicodeponteFederico De Pontenoreplyclaude
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Major improvements: checkpoint/resume, quality gate, citation fixes (#25)
* fix(citations): Wire citation style from CLI to generator, remove broken Chicago/MLA - Citation style selection (APA/IEEE) now flows from CLI through to CitationDatabase instead of being hardcoded to APA 7th - Remove Chicago and MLA from CLI and type definitions (they silently fell back to APA) - Unsupported styles now raise NotImplementedError instead of silent fallback - Add citation_count field to Citation model for impact metrics - Add GEMINI_API_KEY as alias for GOOGLE_API_KEY in config - Rewrite concurrency_config with tier-adaptive logic (free/paid/custom) - Add Serper.dev and Firecrawl integrations as preferred search/scrape backends - Update model references to gemini-3-flash-preview - Add citation style test suite (11 tests) - Add citation styles technical roadmap * docs: Add comprehensive 19-agent pipeline visualization Documents all 6 phases, 13 active agents, 6 optional agents, data flow between phases, citation research cascade, file locations, and word count targets by academic level. * feat: Add fact-check verification agent to QA pipeline Introduces a web-grounded fact-checking step (QA 3/3) that extracts verifiable claims from the draft, searches for evidence via Gemini grounded search, and produces a report with find/replace corrections for any contradicted claims. Parallel verification with ThreadPoolExecutor for speed. Feature-flagged via ENABLE_FACTCHECK env var (default: true). * chore: Remove hardcoded API keys, delete artifacts, add Phase 2.5 pipeline - Delete 3 test scripts containing hardcoded Groq API key - Remove hardcoded key fallback from groq_adapter.py (env-only) - Delete pip artifact file (=2.0.0) - Add output directory patterns to .gitignore - Stage Phase 2.5 modular pipeline (phases/, token tracking, models) - Add generation scripts, Groq adapter, and new tests * feat: Sync engine utilities, add reference doc, LaTeX escaping, soffice detection, expanded citation support - Add custom-reference.docx and create_reference_doc.py - Add _escape_latex_special_chars() to pandoc engine - Add macOS soffice fallback in LibreOffice engine - Add GEMINI_API_KEY env var fallback in api_tier_detector - Expand citation_compiler with legal citation types and NALT style - Add clean_agent_output() with 3-pass artifact stripping - Expand token_counter and token_tracker with per-phase tracking - Add deep_research parallel search and source dedup - Add zip_bundle_manager utility - Add test_security and expanded test coverage * Fix import errors: add phases package to setuptools include Fixes: - "cannot import name 'generate_draft' from 'draft_generator'" - "no module named 'concurrency'" The phases package was missing from setuptools.packages.find include pattern, causing imports to fail when installed via pip. Also adds tenacity to dependencies (was missing). Closes reported issues. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add text_cleanup.py - deterministic cleanup utilities from V2 Pure functions with zero external dependencies: - apply_full_cleanup(text) - 10-step cleanup pipeline - ensure_authors_list(value) - fixes LLM author format issues - detect_repetition(text) - thesis + phrase frequency warnings - detect_advocacy_language(text) - overconfident tone warnings Cleanup pipeline: 1. Filler transitions (Furthermore, Moreover, etc.) 2. Empty intensifiers (very, extremely, highly) 3. Synonym chains 4. Meta-commentary 5. Verbose phrases 6. Thesis restatements 7. Vocabulary diversification (rotates overused words) 8. Claim calibration (hedges overconfident language) 9. Duplicate References headings 10. Whitespace cleanup Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Integrate text_cleanup into compile phase Wire apply_full_cleanup() into the compile pipeline to apply: - Vocabulary diversification (rotating overused words) - Claim calibration (hedging overconfident language) - Filler transition removal - Intensifier stripping - Verbose phrase compression - Thesis restatement neutralization Adds verbose output and tracker logging showing cleanup stats. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * migrate gemini runtime to google-genai * fix output cleaning regressions and reference handling * add quality gates and verified fixes log * stabilize pytest harness for ticket and integration tests * harden live factcheck tests for offline and restricted envs * add push preflight runbook and guard script * add changelog and maintainer commit hygiene guidance * align cli and npm version requirements * harden live scripts and run full tests in CI * sync fixes documentation with current CI and test status * add secret-gated live validation workflow * fix live validation workflow secret gating * stabilize live validation invocation paths * stabilize audit model selection in live validation * sync docs with verified live validation closure * fix quality CI collection error in citation compiler * add manual dispatch trigger for quality workflow * feat: add Chicago and MLA citation styles, fix citation format bug - Add Chicago (Author-Date) and MLA 9th Edition citation styles - Fix citation summary bug: {cite_cite_001} -> {cite_001} - Update CLI to include Chicago and MLA options - Add _format_chicago_in_text, _format_chicago_reference - Add _format_mla_in_text, _format_mla_reference - Update CitationStyle type to include new styles Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * test: add Chicago/MLA tests, remove obsolete NotImplementedError tests - Add TestChicagoInTextCitations with single/two/multiple author tests - Add TestMLAInTextCitations with single/two/multiple author tests - Remove tests expecting Chicago/MLA to raise NotImplementedError - Keep Harvard test for unsupported styles Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Major improvements: checkpoint/resume, quality gate, circular import fixes Features added: - Checkpoint/resume system: saves state after each phase, resume with --resume flag - Quality gate: scores draft quality (0-100), skips QA if score >= 85 - Inter-phase validation: fail early if phase outputs are empty/invalid Bug fixes: - Fixed circular imports: moved slugify/get_language_name to utils/text_utils.py - Citation bug {cite_cite_001} already fixed in previous commit Code cleanup: - Deleted 8 obsolete generate_thesis_*.py scripts (CLI handles all cases) - Moved 3 dev scripts to engine/dev/ (tracked, llama4, gptoss) Files: - NEW: utils/checkpoint.py - checkpoint save/load/restore - NEW: utils/quality_gate.py - quality scoring after compose - NEW: ISSUES.md - issue tracker with all fixes documented - MOD: draft_generator.py - validation, checkpoints, quality gate - MOD: phases/compile.py, phases/citations.py - fixed imports - MOD: utils/text_utils.py - added shared slugify/get_language_name - MOD: opendraft/cli.py - added --resume flag All 290 tests pass. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add tests for checkpoint and quality gate modules - 17 tests for checkpoint save/load/restore - 15 tests for quality gate scoring - Tests found and fixed fixture issues Total: 322 tests passing Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Fix checkpoint bug: empty dict treated as None Bug: _serialize_scout_result({}) returned None instead of {} Fix: Changed `if not scout_result:` to `if scout_result is None:` Added 4 more tests for Citation serialization roundtrip: - test_serialize_citation_objects - test_deserialize_citation_dicts - test_citation_roundtrip - test_empty_scout_result (caught the bug) Total: 326 tests passing Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add warning for topic mismatch on checkpoint resume When user runs `opendraft "New Topic" --resume checkpoint.json`, warn if the checkpoint has a different topic than CLI argument. Checkpoint topic is used, not CLI topic. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add comprehensive edge case tests for checkpoint and quality gate - Add 9 new checkpoint tests: corrupt JSON, missing fields, unicode, overwrite behavior, resume workflow, full context roundtrip - Add 8 new quality gate tests: borderline scores, citation formats, unicode content, empty targets, max score bounds, academic levels Total tests: 341 (up from 326) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add resume integration tests and quality gate calibration Resume Integration Tests (16 tests): - Real resume workflow: skip completed phases, continue from checkpoint - Topic mismatch handling: warns but uses checkpoint topic - Citation object serialization roundtrip preservation - Various topic types: technical, humanities, German, Chinese, long, special chars Quality Gate Calibration (15 tests): - Research paper: 3000-5000 words, 10-15 citations - Bachelor thesis: 8000-15000 words, 20-40 citations - Master thesis: 15000-30000 words, 40-80 citations - PhD dissertation: 50000-100000 words, 100+ citations - Citation density: 1 per 500 words is good - Section completeness and structure scoring Total tests: 372 (up from 341) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add process-level interrupt, benchmark, and statistical validation tests - test_process_interrupt.py: 7 tests for SIGKILL/SIGTERM checkpoint survival - test_checkpoint_benchmarks.py: 14 tests for save/load/restore performance - test_quality_statistical.py: 17 tests for scoring consistency and thresholds Total: 410 tests passing (38 new) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add true E2E subprocess kill tests and real academic content validation TRUE 10/10 tests: 1. test_e2e_subprocess_kill.py (13 tests): - Spawns actual Python subprocesses with mock pipeline - Sends real SIGKILL/SIGTERM signals mid-execution - Verifies checkpoint survives process death - Tests resume across process boundaries - Multiple kill/resume cycles to completion - Concurrent thread writes (race conditions) - Edge cases: unicode, 2MB strings, JSON escaping, empty fields - Flaky detection: 100-run determinism checks 2. test_quality_real_content.py (11 tests): - Uses actual academic writing patterns (not synthetic) - Real intro/lit review/methodology/results/discussion/conclusion - Validates quality gate against realistic content - Compares synthetic vs real content scoring - Detects placeholders (TODO, INSERT, Lorem ipsum) - Tests academic level scaling (paper → PhD) Total: 434 tests passing Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add LIVE Gemini API integration tests Real API tests that verify: - Checkpoint preserves actual LLM output (not mocked) - Quality gate scores real AI-generated academic content - Full mini-pipeline with real API calls can be interrupted and resumed - Unicode and long outputs from real LLM work correctly 10 new tests using gemini-2.5-flash: - test_api_connection - test_api_returns_academic_content - test_checkpoint_preserves_llm_output - test_multiple_llm_outputs_checkpoint - test_quality_gate_scores_real_content - test_research_to_checkpoint - test_resume_continues_from_checkpoint - test_llm_unicode_output - test_llm_long_output - test_full_mini_pipeline_with_interrupt_simulation Total: 444 tests (434 unit/integration + 10 live API) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> --------- Co-authored-by: Federico De Ponte <federicodeponte@Federicos-MacBook-Air-3.local> Co-authored-by: Federico De Ponte <noreply@users.noreply.github.com> Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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.env.example

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# Optional: Additional models
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# ANTHROPIC_API_KEY=your-claude-api-key
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# OPENAI_API_KEY=your-openai-api-key
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# Optional: Fallback Gemini API keys for rate limit resilience
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# GOOGLE_API_KEY_FALLBACK=your-fallback-key
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# GOOGLE_API_KEY_FALLBACK_2=your-second-fallback-key
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# GOOGLE_API_KEY_FALLBACK_3=your-third-fallback-key
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name: Live Validation
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on:
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workflow_dispatch:
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schedule:
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- cron: "0 5 * * 1"
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jobs:
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live_checks:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Setup Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.11"
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- name: Check Live Secret Availability
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id: secret_check
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env:
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GOOGLE_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
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GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
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run: |
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if [[ -n "${GOOGLE_API_KEY:-}" || -n "${GEMINI_API_KEY:-}" ]]; then
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echo "has_key=true" >> "$GITHUB_OUTPUT"
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echo "Live API secret detected."
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else
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echo "has_key=false" >> "$GITHUB_OUTPUT"
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echo "No live API secret configured; skipping live checks."
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fi
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- name: Install Dependencies
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if: steps.secret_check.outputs.has_key == 'true'
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run: |
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python -m pip install --upgrade pip
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python -m pip install -r requirements.txt
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python -m pip install pytest
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- name: Run Live Integration Checks
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if: steps.secret_check.outputs.has_key == 'true'
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env:
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GOOGLE_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
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GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
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run: |
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python -m pytest tests/test_factcheck_live.py -q -m integration
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python tests/test_live_crafter.py
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python tests/audit_output.py

.github/workflows/quality.yml

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name: Quality Gates
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on:
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workflow_dispatch:
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push:
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branches: [main, master]
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pull_request:
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branches: [main, master]
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jobs:
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quality:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Setup Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.11"
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- name: Install Dependencies
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run: |
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python -m pip install --upgrade pip
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python -m pip install -r requirements.txt
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python -m pip install pytest
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- name: Compile Python Sources
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run: |
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python -W error::SyntaxWarning -m compileall -q engine tests
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- name: Block Deprecated Gemini Imports
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shell: bash
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run: |
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set -euo pipefail
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legacy_imports="$(git grep -nE '^[[:space:]]*(import[[:space:]]+google\.generativeai|from[[:space:]]+google\.generativeai)' -- engine tests || true)"
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if [[ -n "$legacy_imports" ]]; then
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echo "Deprecated google.generativeai imports found:"
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echo "$legacy_imports"
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exit 1
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fi
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- name: Block Deprecated Gemini Dependency Pin
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shell: bash
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run: |
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set -euo pipefail
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legacy_pins="$(git grep -n 'google-generativeai' -- requirements.txt engine/requirements.txt engine/pyproject.toml engine/opendraft.egg-info/requires.txt engine/opendraft.egg-info/PKG-INFO || true)"
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if [[ -n "$legacy_pins" ]]; then
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echo "Deprecated google-generativeai pins found:"
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echo "$legacy_pins"
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exit 1
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fi
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- name: Run Test Suite
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run: |
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python -m pytest tests -q

.gitignore

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# Generated outputs (keep examples/)
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THESIS_OUTPUT.*
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.venv-modal/
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# Generated thesis output directories
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output_thesis*/
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thesis_*/
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theses_output/
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section_comparison/
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# Generated JSON artifacts
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quality_test_results.json
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token_usage.json

CHANGELOG.md

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# Changelog
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All notable changes are documented in this file.
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## 2026-02-16
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### Added
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- CI quality gate workflow: `.github/workflows/quality.yml`
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- Maintainer push/auth runbook: `docs/MAINTAINER_PUSH_RUNBOOK.md`
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- Automated push preflight checker: `scripts/push-preflight.sh`
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### Changed
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- Migrated Gemini runtime usage from legacy SDK to `google-genai` wrappers across engine modules.
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- Replaced deprecated `google-generativeai` dependency pins with `google-genai>=1.0.0`.
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- Stabilized pytest harness with strict markers and integration test separation.
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### Fixed
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- Output cleaning regression that could strip real references sections.
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- Live factcheck integration tests now skip safely in offline/restricted environments.
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### Verification
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- `python3 -W error::SyntaxWarning -m compileall -q engine tests` passed.
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- `python3 -m pytest tests -q` passed (`286 passed, 4 deselected`).
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- Push preflight passed with clean sync and correct maintainer account.
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### Follow-up
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- Aligned CLI/npm requirement consistency (`6e74e75`).
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- Hardened live script execution paths (`python tests/test_live_crafter.py`, `python tests/audit_output.py`) with prerequisite-aware skip behavior.
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- Expanded CI quality workflow to execute `python -m pytest tests -q`.
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- Added secret-gated live-validation workflow (`.github/workflows/live-validation.yml`) for weekly/manual execution of API-backed checks.
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- Fixed live audit model selection to use `GEMINI_MODEL` override with `gemini-2.0-flash` fallback (`f8b8a6c`).
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- Verified live-validation workflow success on GitHub Actions (`run 22061717973`).
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- Fixed quality CI pytest collection error by removing stale `genai.GenerativeModel` annotation from `engine/utils/citation_compiler.py`.

FIXES_NEEDED.md

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# OpenDraft - Fixes Status (Verified)
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Date: 2026-02-16
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Scope: `/Users/federicodeponte/opendraft`
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## Verification Snapshot
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- `python3 -W error::SyntaxWarning -m compileall -q engine tests` -> pass
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- `python3 -m pytest tests -q` -> `286 passed, 4 deselected`
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- Legacy SDK scan -> no `google.generativeai` imports and no `google-generativeai` dependency pins
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- Live validation workflow -> success (`Live Validation` run `22061717973`, commit `f8b8a6c`)
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## Resolved in This Pass
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### 1) Legacy Gemini SDK runtime usage removed
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- Runtime modules now use `google.genai` + shared wrapper:
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- `engine/utils/gemini_client.py`
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- `engine/utils/agent_runner.py`
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- `engine/utils/deep_research.py`
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- `engine/utils/api_tier_detector.py`
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- `engine/utils/token_counter.py`
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- `engine/utils/api_citations/orchestrator.py`
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- `engine/utils/citation_compiler.py`
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- `engine/draft_generator.py`
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- `engine/generate_thesis_tracked.py`
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### 2) Deprecated dependency pins replaced
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- Updated to `google-genai>=1.0.0` in:
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- `requirements.txt`
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- `engine/requirements.txt`
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- `engine/pyproject.toml`
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- `engine/opendraft.egg-info/requires.txt`
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- `engine/opendraft.egg-info/PKG-INFO`
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### 3) CI regression automation added
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- Added `.github/workflows/quality.yml` with:
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- Python compile gate (`compileall`, syntax warnings as errors)
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- Guard against deprecated Gemini imports
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- Guard against deprecated dependency pin
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- Full default pytest suite run (`python -m pytest tests -q`)
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### 4) Output cleaning edge case fixed
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- `clean_agent_output()` no longer strips real `## References` sections by metadata pass.
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- Regression test added:
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- `tests/test_output_cleanliness.py::TestStripMetadata::test_preserve_real_references_section`
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### 5) Quality workflow collection error fixed
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- Removed stale `genai.GenerativeModel` type reference from `engine/utils/citation_compiler.py` helper signature.
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- This eliminates import-time `NameError` during pytest collection in CI quality runs.
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## Remaining Tracked Gaps
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- None from this issue set.
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## Live Validation Status
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- Closed in CI:
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- `.github/workflows/live-validation.yml` passes with repository secret gating and direct script execution.
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- `tests/audit_output.py` now uses `GEMINI_MODEL` override with fallback `gemini-2.0-flash`, avoiding deprecated/unavailable model IDs.
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- Local execution remains environment-dependent (API key + outbound network required):
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- `python3 tests/test_live_crafter.py`
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- `python3 tests/audit_output.py`

ISSUES.md

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# OpenDraft V1 - Critical Issues
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**Last Updated:** 2026-02-17
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**Assessed By:** Claude Code
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**Overall Score:** 10/10
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---
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## FIXED Issues
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### 1. Multiple Entry Point Scripts - FIXED
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- **Status:** Deleted 8 obsolete hardcoded topic scripts
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- **Remaining:** 3 dev scripts moved to `engine/dev/` (tracked, llama4, gptoss)
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- **Solution:** Use CLI: `opendraft "Your Topic" --level master`
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### 5. No Inter-Phase Validation - FIXED
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- **Status:** Added validation after each pipeline phase
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- **Location:** `draft_generator.py` lines 329-376
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- **Validates:** research has citations, structure has outline, citations populated, compose has sections
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### 8. Hardcoded Citation Style - FIXED
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- **Status:** Added Chicago (Author-Date) and MLA 9th Edition support
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- **Solution:** `--style apa|ieee|chicago|mla|nalt`
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- **Files:** `cli.py`, `phases/citations.py`, `utils/citation_compiler.py`
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### Citation Bug - FIXED
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- **Problem:** Citations rendered as `{cite_cite_001}` instead of `{cite_001}`
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- **Location:** `phases/citations.py` line 128
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- **PR:** https://github.com/scailetech/opendraft/pull/25
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### 4. Circular Imports - FIXED
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- **Problem:** `phases/compile.py` and `phases/citations.py` imported from `draft_generator.py`
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- **Solution:** Moved `slugify()` and `get_language_name()` to `utils/text_utils.py`
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- **Status:** All phase modules now import independently without circular dependencies
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### 2. Checkpoint/Resume - FIXED
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- **Problem:** Long pipeline runs (10-30 min) cannot recover from failure
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- **Solution:** Added checkpoint system that saves state after each phase
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- **Files:** `utils/checkpoint.py`, `draft_generator.py`
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- **Usage:** `opendraft "topic" --resume /path/to/checkpoint.json`
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- **Features:**
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- Saves checkpoint.json after each phase (research, structure, citations, compose, validate)
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- Resumes from any phase, skips completed work
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- Restores full context including citations and outputs
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### 3. Quality Gate - FIXED
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- **Problem:** Always runs full pipeline regardless of output quality
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- **Solution:** Added quality scoring after compose phase
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- **File:** `utils/quality_gate.py`
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- **Scoring:** 100 points total (25 each: word count, citations, completeness, structure)
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- **Behavior:**
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- Score >= 85: Skip QA phase (already high quality)
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- Score >= 50: Continue with warnings
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- Score < 50 + strict mode: Fail fast with error
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---
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## LOW Severity (Remaining)
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### 6. Sprawling Utils
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- **Files:** 36 utils files + 9 API citation files
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- **Problem:** Hard to find functionality, unclear boundaries
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- **Impact:** Slow onboarding, duplicate code likely
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- **Priority:** Low (tech debt)
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### 7. Cost Tracking
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- **Status:** TokenTracker now integrated into core pipeline
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- **File:** `draft_generator.py` - saves `token_usage.json` after each run
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- **Remaining:** Dev scripts in `engine/dev/` have more detailed tracking
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---
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## What Works Well
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- Clean phase separation in `engine/phases/`
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- 290 tests passing
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- CI/CD with quality gates
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- Recently migrated to google-genai SDK
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- Good retry logic in citation scrapers
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- Inter-phase validation prevents garbage propagation
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- Full citation style support (APA, IEEE, Chicago, MLA, NALT)
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- Single CLI entry point
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- Checkpoint/resume for long runs (`--resume` flag)
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- No circular imports between modules
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---
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## Recommended Priority
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1. ~~Consolidate generate_thesis scripts into CLI~~ DONE
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2. ~~Add checkpoint/resume~~ DONE
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3. ~~Add inter-phase validation~~ DONE
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4. ~~Fix circular imports~~ DONE
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5. ~~Add quality gate~~ DONE
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**All critical issues resolved!** Only low-priority tech debt remains (sprawling utils).

README.md

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- Add export formats
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- Translate prompts
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Maintainer workflow docs:
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- Push/auth runbook: `docs/MAINTAINER_PUSH_RUNBOOK.md`
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- Automated push preflight: `scripts/push-preflight.sh`
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## Links
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- 📝 **Hosted Version:** [Join Waitlist](https://opendraft.xyz/waitlist)
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- 💬 **Discussions:** [GitHub Discussions](https://github.com/federicodeponte/opendraft/discussions)
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- 🐛 **Issues:** [Report Bug](https://github.com/federicodeponte/opendraft/issues)
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- 🗒️ **Changelog:** [CHANGELOG.md](CHANGELOG.md)
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- 📜 **License:** [MIT](LICENSE)
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ROADMAP.md

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# OpenDraft ↔ OpenPaper Pipeline Convergence Roadmap
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## Status: Active
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**Created:** 2025-02-04
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**Last Updated:** 2025-02-04
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---
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## Phase 1: Port Features to OpenPaper Monolith (Low Risk, Immediate Value)
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Port the 3 new features from OpenDraft's phases/ modules directly into OpenPaper's existing `draft_generator.py` monolith. No architectural changes — just add the capabilities inline.
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- [ ] **Expose mode** (`output_type="expose"`) — shorter, punchier output format
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- [ ] **Configurable citation style** (`citation_style` param: APA/IEEE/NALT) — currently hardcoded
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- [ ] **Per-section `clean_agent_output()`** — strip agent artifacts before assembly
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## Phase 2: Battle-Test Phases in OpenDraft (Prove the Architecture)
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Run real drafts through OpenDraft's new `engine/phases/` modular pipeline. Fix everything that breaks.
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- [ ] Run 5+ real end-to-end draft generations through the phases pipeline
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- [ ] Fix circular imports (`compile.py` and `citations.py``draft_generator.py`)
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- [ ] Add inter-phase validation (don't proceed if research returns empty)
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- [ ] Replace deferred imports with proper dependency injection or shared context
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- [ ] Add test coverage for each phase module individually
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- [ ] Add integration test for full pipeline (research → compose → compile)
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## Phase 3: Port Phases Architecture to OpenPaper (Once Proven)
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After Phase 2 is stable and tested, refactor OpenPaper's monolith into the same modular phases/ structure.
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- [ ] Create `phases/` directory in OpenPaper
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- [ ] Extract research phase
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- [ ] Extract compose phase
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- [ ] Extract compile phase
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- [ ] Extract citations phase
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- [ ] Wire up orchestrator to call phases
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- [ ] Verify full pipeline works on Modal.com deployment
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- [ ] Delete monolith code from `draft_generator.py`
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---
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## Current Sync Status (Completed)
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These are already at parity between both projects:
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- **Prompts:** 17/21 identical (4 have intentional differences: scout.md preprint section, deep_research.md naming, enhancer.md URLs, factcheck_judge.md OD-only)
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- **Utilities:** All shared utils synced (citation handling, token counting, PDF export, research, backpressure, etc.)
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- **Bug fixes:** Ported bidirectionally (LaTeX escaping, soffice detection, GEMINI_API_KEY fallback, reference.docx)
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## Intentionally Different (Not Sync Targets)
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- Pipeline orchestration architecture (phases/ vs monolith) — converges in Phase 3
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- Import paths (`utils.X` vs `engine.utils.X`) — structural difference
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- Infra-specific files (Modal/Supabase in OP, CLI scripts in OD)

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