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…Ani review verbatim + add 2026-04-30 worked examples (Ani 2026-04-30) Two coupled changes per same-session-preservation: 1. Preserve Ani / Grok's session-end review of the calibration cluster verbatim per ACID-channel-durability + GOVERNANCE §33 archive-discipline. Vendor-alignment-bias filter applied (Ani comes off xAI weights): legitimate mission-aligned review with one stale-base item (timing — #939/#940/#941 were already merged before review reached agent). Brat voice preserved per canon-not-doctrine register-fidelity rule. 2. Add "Worked examples — caught in this session (2026-04-30)" section to the slow-deliberate memory file per Ani's recommendation #3. Two examples preserved as evidence the rule operates correctly when applied: - Rerere over-correction (Amara caught) — canon-binding to too-strong wording, fixed via PR #938 - Bulk-close instinct (Aaron caught) — queue-clarity bias would have removed paths to future knowledge, fixed via default-disposition-paused rule Both examples share the single-shortcut failure shape: correct-feeling local decision that would have produced amortized cost across the project, caught only because someone slowed down enough to apply the right framing. Ani's other recommendations: - #1 hell-framing calibration: no action (carved sentence is already the cleanest distillation in body) - #2 cold-start executable tool: deferred to next directed work cycle (substantive L-effort) - #4 MEMORY.md topical splitting: deferred per Ani's not-urgent framing Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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Pull request overview
Adds session-grounded worked examples to the slow-deliberate decision rule and preserves a peer-AI review verbatim as part of the research audit trail.
Changes:
- Add two “caught-in-flight” worked examples to the slow-deliberate rule memory entry (rerere over-correction; bulk-close instinct).
- Preserve “Review 9 — Ani / Grok” verbatim in the session-end peer review log, plus an explicit vendor-alignment-bias filter + status mapping for the review’s action items.
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated no comments.
| File | Description |
|---|---|
| memory/feedback_slow_deliberate_decisions_amortized_velocity_human_reference_frame_aaron_2026_04_30.md | Adds a worked-examples section reinforcing the rule with concrete, same-session incidents. |
| docs/research/2026-04-30-session-end-peer-ai-reviews-verbatim.md | Appends the verbatim peer-AI review and follow-on analysis/status notes for traceability. |
AceHack
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research/ani-grok-review-9-calibration-cluster-mission-aligned-feedback-2026-04-30
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Two coupled changes per same-session-preservation. Vendor-alignment-bias filter applied — Ani's review is mission-aligned (specific worked-example patch + mechanism-not-vigilance cold-start tool gap + MEMORY.md observation). Cold-start tool (item 2) deferred as L-effort backlog candidate; MEMORY.md split (item 4) not-urgent per Ani's own framing. 🤖 Generated with Claude Code