cmos dev
2bd1bdf0d4
reformat_draft now uses concurrent.futures.ThreadPoolExecutor with a default of 8 workers. OpenAI SDK calls are synchronous but network- bound, so threads release the GIL during I/O and give real speedup. ThreadPoolExecutor.map preserves input order regardless of completion order, so output is deterministic. Empirical: HML draft (134 entries) went from ~25 min serial to 1m55s with concurrency=12. ~12x speedup; further increases hit OpenAI rate limits. CLI gains a --concurrency flag (default 8) for tuning per draft size / rate limit headroom. concurrency=1 forces serial execution for debugging. New test asserts that order is preserved when concurrent calls finish out of input order (uses a sleep-by-index fake formatter).
cmos — Chicago Manual of Style 18 bibliography reformatter
A Python tool that reformats the bibliography section of an English-language markdown draft to CMOS 18th edition, notes-and-bibliography form.
Accuracy-first, iterative, built with a karpathy/autoresearch-style dev loop.
See program.md for the goal specification and
/home/claudecode1/.claude/plans/pure-mixing-yao.md for the implementation plan.
Quick start
uv sync
uv run pytest
uv run cmos format path/to/draft.md > out.md
Layout
src/cmos/formatter.py— the iterable artifact (edited every loop iteration).src/cmos/parser.py— extracts the bibliography section from a draft.src/cmos/linter.py— deterministic CMOS 18 rule checks (versioned).src/cmos/cli.py—cmos formatentry point.harness/score.py,harness/diff.py— frozen scoring.exemplars/— TOML test corpus.tests/— pytest suite (linter, parser, formatter, cli).rough_drafts/— user-supplied messy drafts for ad-hoc iteration.logs/— per-run scores, model ids, linter version hashes.