cmos dev
4cad38ef30
Initial phase-1 baseline of the karpathy/autoresearch-style loop. The formatter module is the inner-loop artifact; parser and linter are infra. The linter carries a LINTER_VERSION hash (v0.2.0) that will force a re-baseline on any rule change. Components: - harness/diff.py: case-sensitive field-level substring diff - harness/score.py: three-axis scoring (field, linter, canary exact) - src/cmos/linter.py: 9 CMOS 18 structural rules, each Purdue/CMOS cited - src/cmos/parser.py: locate ## Bibliography section, split entries - src/cmos/formatter.py: prompt + OpenAI call with caller injection - src/cmos/cli.py: cmos format path/to/draft.md - scripts/run_loop.py: loop runner with --fake mode for no-API runs - exemplars/: 3 canary seed exemplars (book, journal w/DOI, web), sourced from chicagomanualofstyle.org quick guide Tests: 48 passing. Fake-mode baseline scalar = 0.000 on the 3 seed exemplars (identity caller fails the linter on every rule). This is the floor the real GPT-5 formatter needs to improve from.
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.