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feat(memory): a Retrospective agent turns lessons into project practices every agent follows - #273
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…ces every agent follows Self-improvement, step two. After a ticket merges (MAF workflow or step by step), the Retrospective agent runs in the background on the member's computer: it reads the project's raw lessons (reviews, failing checks, failed acceptance) next to its current practices and returns the project's practices — at most 15 short, actionable, project-specific sentences — plus the lessons they now cover. - Knowledge graph: MemoryKinds.Practice (content-keyed), IMemoryStore.ListAsync(kind), ProjectMemory.PracticesBlock. - Readers: the Coding agent gets the practices before the closest lessons; the Reviewer checks the change against them (breaking one is a must-fix finding). - Guardrails (RetrospectiveService): once per project every 10 minutes, one at a time; pinned practices and lessons are never removed; only lessons the agent was shown can be cleared; an empty or failed answer changes nothing. The run is recorded in Insights; the Autopilot log says what changed. - Board › Knowledge: a Practices panel (pin to keep word for word, forget) above the lessons. - Insights › Delivery (#272) shows whether first-try passes go up. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_018WAdQ7Rm24xss5QDSvXtJB
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Summary
Self-improvement, step two (step one — measuring — is Insights › Delivery, #272).
After a ticket merges, the Retrospective agent (answer-only on the member's computer, $0 API) reads the project's raw lessons + current practices and returns the project's practices: ≤ 15 short, actionable, project-specific sentences, plus the lessons they now cover.
MemoryKinds.Practice(content-keyed),IMemoryStore.ListAsync(kind),ProjectMemory.PracticesBlock.RetrospectiveService): ≤ once / project / 10 min, serialized per project; pinned practices + lessons never removed; only lessons it was shown can be cleared; empty/failed answer changes nothing. Recorded in Insights; summarised in the Autopilot log.Test plan
RetrospectiveTests(8): pinned kept + only shown lessons absorbed; cap 15 + de-dupe; empty/broken → no change; fenced input; routing key; apply retires replaced, clears absorbed, never pinned; practices block./design-sync).🤖 Generated with Claude Code
https://claude.ai/code/session_018WAdQ7Rm24xss5QDSvXtJB