Preserve critique trend history while closing the exact processed snapshot. Track target identity and content freshness for local files and URLs, isolate colliding streams, and prevent legacy snapshots from resurfacing after a modern close.
Validated with 50 focused tests, a clean 17-provider build, 834 core tests, passing GitHub CI and Cursor Bugbot, Greptile 5/5, and zero unresolved review threads.
AI-assisted maintainer repair: implemented and reviewed with Codex under @pbakaus direction.
Pairwise evals on Fable one-shot (6-task regression set, opus-4-8 judge,
position-bias-cancelled): the hand-distilled ~55-line lean core beat the
heavy v4 core 66% overall / 67% craft head-to-head, and moved the
decisive win-rate vs frontend-design from 13% to 27% (40% with the
completion-time QA scan; craft went positive 6-5 for the first time).
18/18 lean samples ran context.mjs + palette.mjs vs a minority under the
heavy core: shorter instructions get followed. Context weight itself was
suppressing both compliance and boldness.
Structure: persona + brief-wins + existing-worlds + subject-grounding +
plan/self-check + boldness + prove-don't-claim + commit + calibration +
compressed craft floor + two-paragraph registers. Commands table kept;
the no-arg context-aware menu logic moved to reference/routing.md (read
on demand in the only case that is inherently interactive). Provider
blocks and rule anchors preserved.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Abdul WahabandGitHub
Paul Bakaus
