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feat(learn): learn team conventions from corrections and deliver them by retrieval - #1405

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anandgupta42 merged 62 commits into

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feat/rsi-workspace-learning

Oct 5, 2026

Commits on Oct 1, 2026
Commits on Oct 2, 2026
- docs: research on keeping learned lessons from bloating the context
  
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- test: rule-budget experiment (N=25/50/100, task-matched, pull) and results
  
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- feat(learn): retire contradicted lessons instead of keeping or losing them
  
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- test: conflict, drift and model-swap experiments for learned-lesson retirement
  
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- Merge branch 'feat/learn-supersede' into feat/rsi-workspace-learning
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- Merge remote-tracking branch 'origin/main' into feat/rsi-workspace-learning
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- fix(learn): harden opt-in learning against races, leaks and lost state
  
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- fix(learn): close second-review gaps in redaction, lint, rebasing and locking
  
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- fix(learn): restore redaction and lint coverage, keep feedback on stale rejections
  
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- fix(learn): reflect with the session model; scope lint negation; restore password flags
  
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- refactor(learn): union redaction, adjacency negation, frozen guard-rail corpus
  
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- refactor(learn): flag verification-weakening lessons for human review instead of parsing negation
  
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- fix(learn): recognize tools mentioned in prose; tighten verification flags
  
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Commits on Oct 3, 2026
- docs: record decision to store learn lessons as memory blocks
  
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- docs: backend requirements for storing learned rules in workspace memory
  
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- docs: learn v1 plan rev 2 (tiered retrieval, append-only additions, benchmark matrix)
  
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- feat(learn): snapshot lesson store, migration from the playbook skill, 140-char lessons
  
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- feat(learn): harness-selected lessons per session, request and file
  
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- feat(learn): learn enable/disable/status and a recoverable reflection scheduler
  
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- feat(learn): learn bootstrap seeds candidate lessons from past sessions
  
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- feat(learn): learn import-reviews turns human PR review comments into lessons
  
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- fix(learn): import-reviews drops PR-author replies and duplicate comments
  
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- feat(learn): a quiet one-time nudge to try learning
  
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- feat(learn): separate request/file limits, file-hook switch, reflection cost reporting
  
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- feat(learn): learn pin/unpin, and git-ignore learn state except approved lessons
  
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- feat(learn): show lesson scope, rank file-hook lessons by path specificity
  
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- docs(learn): user guide with v1 benchmark results, and the benchmark harness
  
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- fix(learn): scope specificity, truncated scopes, redacted session query; marker and guard fixes
  
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- docs(learn): correct guide claims against the code; drop a tracker-style id from a pool lesson
  
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- fix(learn): wrap the local config schema call in altimate_change markers
  
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- chore: ignore synthetic credentials in learn redaction tests for GitGuardian
  
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- fix(learn): address independent review findings
  
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- chore: move the learn benchmark harness to its own PR (#1407)
  
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- docs(learn): address review comments on the research notes
  
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- fix(learn): address bot review comments on #1405
  
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- docs(learn): count only runs whose agent turn completed
  
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- docs(learn): record the verifier weaknesses kept unchanged for comparability
  
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- fix(learn): address the second round of review comments
  
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- fix(learn): address the third round of review comments
  
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- fix(learn): open .gitignore non-blocking; tighten two tests
  
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- test(learn): assert delivery counts in usage.json, not approved.json
  
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- perf(learn): bound redaction work when digesting very large tool values
  
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- fix(learn): mask credentials left open by the bounded redaction window
  
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Commits on Oct 4, 2026
- docs(learn): remove internal identifiers from the research notes
  
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- feat(learn): one kill switch for the whole feature
  
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- docs(learn): say precisely what stays on when capture is off
  
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Commits on Oct 5, 2026
- fix(learn): address the Codex review
  
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- fix(learn): refuse symlinked learn paths; review round 8
  
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- fix(learn): review round 9
  
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- fix(learn): review round 10, including two regressions from round 9
  
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- fix(learn): review round 11
  
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- Merge main into feat/rsi-workspace-learning
  
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Commits on Oct 1, 2026

Commits on Oct 2, 2026

Commits on Oct 3, 2026

Commits on Oct 4, 2026

Commits on Oct 5, 2026