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docs: sync README, AGENTS.md and CHANGELOG for the rubric, success_rate and research - #51

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Aug 21, 2026
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docs: sync README, AGENTS.md and CHANGELOG for the rubric, success_rate and research#51
wjlgatech merged 1 commit into
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Doc-sync is enforced in this repo — a behaviour change must ship with a CHANGELOG entry, a human doc, and an agent guide — but the pre-push guard is per-clone and was not installed here, so PRs #48, #49 and #50 shipped feature code without it. Paying that debt in one place.

  • README.md — the rubric and how to run it; the 23/23 was the bug story with the archived reproduction command; success_rate()'s two honesty choices; the attention-budget measurement; project structure. Also fixes a test badge stale at 315 since long before this work (now 606).
  • AGENTS.md — two new component rows (docs/rubrics/ + scripts/audit_loop_rubric.py, research/attention-budget/) and success_rate on the memory row.
  • CHANGELOG.md — all three additions under [Unreleased].

No behaviour change; documentation only. 606 tests pass.

🤖 Generated with Claude Code

…te and research

Doc-sync is enforced in this repo (CHANGELOG + a human doc + an agent guide per
behaviour change) but the pre-push guard is per-clone and was not installed here, so
three merged PRs shipped feature code without it. Paying that debt in one place:

  README.md    the rubric + how to run it, the 23/23-was-the-bug story with the
               archived reproduction, success_rate's two honesty choices, the
               attention-budget measurement, project structure, and a test badge
               that had been stale at 315 since long before this work (now 606)
  AGENTS.md    two new component rows (docs/rubrics + scripts/audit_loop_rubric.py,
               research/attention-budget) and success_rate on the memory row
  CHANGELOG    all three additions under [Unreleased]

No behaviour change; documentation only.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
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wjlgatech merged commit 767a815 into main Aug 21, 2026
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wjlgatech deleted the docs/rubric-and-research-sync branch August 21, 2026 18:30
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