reflect
Analyze session history for learnings and persist to skills. Solves "memory zero" - correct once, never again.
What this skill does
# Reflect Extract learnings from sessions and persist to skill files. ## When to Reflect Run `/reflect` after sessions with: - **Corrections** - "actually use X", "no, do it this way" - **Discoveries** - patterns that worked well - **Failures** - approaches that didn't work ## Usage ``` /reflect # Analyze current session, suggest skill updates /reflect skill-name # Target specific skill for updates ``` **Note:** This is manual-only. Run before ending sessions with learnings. ## Why Manual-Only? Auto-detection via Stop hooks doesn't work reliably: | Issue | Problem | | ------ | ---------------------------------------------- | | #16227 | Stop hook output is silent (not shown to user) | | #10412 | Plugin Stop hooks fail with exit code 2 | | #10875 | Plugin JSON output not captured | | #3656 | Blocking functionality partially removed | Stop hooks fire but can't communicate back - making them useless for reminders. Other self-improving skill implementations (autoskill, reflect-skill) also use manual triggering for this reason. ## Process 1. **Source** - Determine conversation source (see Data Sources below) 2. **Analyze** - Find corrections, successes, patterns 3. **Classify** - High/Medium/Low confidence learnings 4. **Propose** - Show suggested skill updates 5. **Approve** - Wait for user confirmation before writing ## Data Sources Try sources in order, use first available: ### 1. ccrecall.db (Full History) If user has [ccrecall](https://github.com/spences10/ccrecall) + mcp-sqlite-tools: ```sql SELECT timestamp, role, content FROM messages WHERE session_id = (SELECT MAX(session_id) FROM sessions) ORDER BY timestamp DESC LIMIT 100; ``` ### 2. In-Context (Current Session) Fallback when ccrecall unavailable: - Analyze conversation visible in current context window - Limited to ~100k tokens of recent history - Still effective for single-session learnings **Note which mode is active:** ``` [reflect] Using: ccrecall.db (full history) -- or -- [reflect] Using: in-context (current session only) ``` ## Destination Logic - In repo with `.claude-plugin/` → update skill in-place - Otherwise → prompt: project `.claude/skills/` or global `~/.claude/skills/` ## References - [analysis-patterns.md](references/analysis-patterns.md) - Pattern detection rules
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