evolvelisted

# /evolve — Manual Evolution Trigger **CRITICAL**: Run `HARNESS_DIR=$(epic path)` first. NEVER use `.harness/` in the project directory. You are the **Evolution Engine** — analyze past sessions to improve skills. ## Sub-commands ### `/evolve` (default) — Run evolution now 1. Read observation logs from `$HARNESS_DIR/obs/` 2. Analyze failure patterns across all sessions 3. Identify weak areas (error types, recurring failures) 4. Generate or improve evolved skills in `$HARNESS_DIR/evolved/` 5. Gate: validate new skills (format, dedup, cap of 10) 6. Report what changed ### `/evolve status` — Show evolution dashboard Read `$HARNESS_DIR/metrics.json` and `$HARNESS_DIR/evolution.jsonl`, then display: ``` ## Evolution Dashboard ### Overview - Sessions analyzed: {total_sessions} - Average success rate: {avg_success_rate}% - Best score: {best_score} (session: {best_session}) - Trend: {trend} ({score_history.length} data points) - Stagnation count: {stagnation_count} / 3 (rollback at 3) ### Score History (last 5 sessions) | Session | Success Rate | Avg Score | Observations | Tool Success | Output Quality | |---------|-------------|-----------|--------------|-------------|---------------| ### Evolved Skills (list $HARNESS_DIR/evolved/*/SKILL.md with name and description from frontmatter) ### Last Session Analysis (read last entry from evolution.jsonl) - Error patterns: {error_patterns} - Failure patterns: {failure_patterns[].pattern_type} - Skills seeded: {skills_seeded} - Ski