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Introduce map-reduce paper review system that generates 12-section analysis (executive summary, methodology, math, experiments, etc.) with per-section caching. Reviews load instantly from cache and support translation with both original and translated files saved. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Replace f-string escape sequences with variables for Python 3.11 - Add `from None` to exception re-raise (B904) - Remove unused imports and fix import sorting in tests Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
Add a comprehensive AI-powered paper review system with map-reduce architecture. Reviews are generated section-by-section with incremental caching, so interrupted reviews resume automatically. Cached reviews load instantly for immediate translation and saving.
Changes
New Files
services/review_service.py— Map-reduce review engine (12-section pipeline with per-section AI prompts, caching, and translation)cli/review.py— CLI command (axp review <arxiv_id>) with progress bar,--translate,--force,--status,--deleteoptionstui/screens/review_screen.py— TUI modal screen with[s]save,[t]translate,[esc]closetests/test_review_service.py— Unit tests for review serviceModified Files
core/models.py— AddReviewSectionTypeenum,ReviewSection,PaperReviewdataclassescore/database.py— Addpaper_review_sectionstable and indexcli/main.py— Registerreviewcommandtui/workers.py— AddPaperReviewServicetoServiceBridgetui/screens/daily.py,search.py,paper_detail.py— Add Review[w]button and keybindingtests/test_database.py— Update expected tables/indexesKey Features
_review.md+_review_ko.md)Checklist
uv run pytest --cov)uv run ruff check src/ tests/)uv run ruff format --check src/ tests/)