compound-learnings
Compound Learnings
Transform recurring patterns into durable artifacts. Use frequency-based thresholds to distinguish noise from signal.
Data Sources
Scan these locations for patterns:
| Source | Command/Path | What to Extract |
|---|---|---|
| Git commits | git log --oneline -100 |
Repeated fix types, refactor patterns |
| Git commit bodies | git log -50 --format="%B---" |
Lessons in commit descriptions |
| PR descriptions | gh pr list --state merged -L 20 |
Decisions, learnings |
| Handoffs | $MAIN_WORKTREE/.agents/handoffs/*.md |
Patterns, What Worked/Failed |
| Key Learnings | CLAUDE.md (Key Learnings section) |
Existing encoded patterns |
Note: Session ledger (.agents/session_ledger.md) is for /reflect only - ephemeral per-session state.
Pattern Extraction
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