lesson

Lesson Extraction & Storage When triggered, extract and store lessons from the recent conversation context . Steps Scan recent context — identify the pitfall, bug fix, or key insight just discussed Store technical layer (category: fact, importance ≥ 0.8): Pitfall: [symptom]. Cause: [root cause]. Fix: [solution]. Prevention: [how to avoid]. Store principle layer (category: decision, importance ≥ 0.85): Decision principle ([tag]): [behavioral rule]. Trigger: [when]. Action: [what to do]. Verify — memory_recall with anchor keywords to confirm both entries retrievable Report — tell Master what was stored (brief summary) Rules Keep entries short and atomic (< 500 chars each) If the lesson also affects a checklist or SKILL.md, update those files too If no clear lesson is found in recent context, ask Master what to store