compound

Installation
SKILL.md

Compound Learning Extraction

Extract what this session taught us so future sessions start smarter. This is the "compound" step — each extraction builds the knowledge base that the next session draws from.

When to Use

  • At session end (invoked by /wrap-up Step 6)
  • After completing a meaningful task (feature, debug session, research, deliverable)
  • When the user says "capture this", "remember this", "note that"
  • After any session where you learned something non-obvious

Skip if: The session was purely mechanical — applying known patterns, no new ground broken. But check: "Did we discover anything about HOW to do this more effectively?" That's a pattern worth capturing even if nothing went wrong.

The Extraction Process

Review the session and ask these four questions. Adapt to what actually happened — not every session produces all four types.

Question 1: Corrections

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Sep 11, 2026
compound — teng-ai/claude-code-setup-guide