Stijnman Evolution
When to Use
- User says evolve skill or task matches this capability
- User says track evolution or task matches this capability
- User says improve over time or task matches this capability
Workflow
- Capture baseline metrics (triggers, success rate, user feedback).
- Propose one improvement per cycle.
- Apply via skill-evolver; version backup.
- Compare before/after; keep or rollback.
Integrations
skill-evolverskill-evolution-engineevolver
Error Handling
| Failure | Response |
|---|---|
| Regression detected | Rollback from versions/ backup. |
Gotchas
- One change per evolution cycle for clear attribution.
Example
Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.