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docs: README leads with the real-corpus numbers - #17

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README only. The Measured section used to show only the Stage 1 toy suite (precision 0.17 on 13 hand-written snippets).

Measured now opens with the two Stage 2 corpus runs from #12 and #13:

run 1 run 2
quiet rate 100% 86%
findings per clean hunk 0.00 0.14
hunk recall (gated) 1/15 3/15
rule recall 0/15 0/15
fail-on gate not ready not ready

It also says what the runs suggest: the reviewer is quiet on real code but blind to most defects, most defects aren't visible from a hunk, and the rules overlap. The caveats are stated too: soft isolation, a small corpus with provisional clean labels, and an agent as reviewer rather than the API path. The toy suite stays below, framed as the opposite failure.

Smaller updates:

  • Presets: a note that focused doesn't ask R4, which is 8 of the corpus's 15 labelled defects.
  • Roadmap: item 5 is done, item 8 points at the runs, item 9 (file-level context) is marked as next, and item 11 lists everything agent mode shipped.

Every number was cross-checked against corpus/seed.jsonl and docs/eval-runs/2026-10-23-agent-mode-corpus*.txt.


Generated by Claude Code

Measured now opens with the Stage 2 corpus runs (agent mode): quiet rate
100% / 86%, hunk recall 1/15 / 3/15, rule recall 0/15, gate not ready,
with their caveats. The Stage 1 toy suite (precision 0.17, recall 0.92)
stays below it, framed as the opposite failure on hand-written snippets.
Presets note that focused cannot catch the corpus's R4 defects; roadmap
items 5, 8, 9 and 11 reflect what is done and what is next.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WkPsqEJ4QYWRW5eCFBYRPS
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aisona-lab marked this pull request as ready for review October 23, 2026 09:15
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aisona-lab merged commit 69a15e0 into main Oct 23, 2026
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