[Grok] Teach ACM working-set judgment instead of ritual transitions#3
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KorenKrita wants to merge 3 commits into
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[Grok] Teach ACM working-set judgment instead of ritual transitions#3KorenKrita wants to merge 3 commits into
KorenKrita wants to merge 3 commits into
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…ansitions Rewrite always-on CORE around an invariant and checkable criteria so models decide when to checkpoint, fold, or rebase rather than following a ritual state machine.
Point pressure reminders and tool guidelines at rebase checks and fold criteria instead of urging travel as a pressure response.
Update guidance-quality and nudge assertions for the invariant/criteria framing.
This was referenced Jul 16, 2026
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Superseded by #12 (chosen merge target for ACM dao-shu guidance). Closing this alternative. |
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Summary
Required transitionstate machine so models judge when to checkpoint/fold/rebase.promptGuidelineswith rebase-check / fold-criteria language; lock the contract in guidance-quality and nudge tests.Motivation
Hard “must do X on event Y” control produces cargo-cult ACM on weaker models and fights understanding on stronger ones. This keeps runtime hard gates (travel-alone batch, seven-slot structure, cold start) while moving always-on prose toward 道 (invariant + criteria) and 术 (tools/cues/nudges at decision points).
Test plan
bun run generate:guidance+--checkbun run test:guidancebun test(root)bun run typecheck