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…t knowledge transfer Add GRADUATE phase to the nightly dream cycle that promotes mature learning DB entries (confidence >= 0.9, 3+ observations) into agent/skill files as permanent anti-patterns. Commits on dream/graduate-YYYY-MM-DD branch for human review. Changes: - hooks/lib/learning_db_v2.py: add query_graduation_candidates() function - scripts/auto-dream-cron.sh: add DREAM_DATE export, git branch safety cleanup - skills/auto-dream/dream-prompt.md: add Phase 5 GRADUATE with full workflow - skills/auto-dream/SKILL.md: update phases, triggers, safety constraints - skills/INDEX.json: add graduation triggers to auto-dream skill - skills/do/references/routing-tables.md: update auto-dream routing entry
dream-prompt.md:
- Fix stale execution order in READ THIS FIRST block (was missing GRADUATE)
- Fix Phase 3 safety gate referencing Phase 6 instead of Phase 7
- Remove phantom CLAUDE_DREAM_DRY_RUN env var, use only ${DREAM_DRY_RUN_MODE}
- Add push-failure guard: skip mark_graduated if git push fails
- Use ${DREAM_DATE} for consistent branch naming across midnight
- Add dirty-tree guard (git stash) before branch checkout
learning_db_v2.py:
- Add rowcount check to mark_graduated, return bool, warn on 0 matches
- Simplify query_graduation_candidates params (direct tuple, no list)
auto-dream-cron.sh:
- Update dry-run echo to include GRADUATE
SKILL.md:
- Replace broken graduate-candidates CLI with working inline Python
tests:
- Add 8 unit tests for query_graduation_candidates covering all filters
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Summary
dream/graduate-YYYY-MM-DDbranch for human review — never directly to maingraduate-candidatesCLI command for inspecting what dream would graduateFiles changed
hooks/lib/learning_db_v2.pyquery_graduation_candidates()functionscripts/auto-dream-cron.shDREAM_DATEexport, git branch safety cleanupskills/auto-dream/dream-prompt.mdskills/auto-dream/SKILL.mdskills/INDEX.jsonskills/do/references/routing-tables.mdDesign (from ADR-159)
The learning lifecycle is now fully automated:
learnTest plan
ruff check+ruff formatcleangraduate-candidatesCLI works: returns candidates with inferred target pathsdream/graduate-*branch with edits