Skill Evolution Engine
This is the self-improvement core of the monorepo. It monitors other skills and updates them based on real-world performance.
Capabilities
- Failure Analysis
-
Inspects work/ logs to identify why a skill tool call failed or was suboptimal.
-
Correlates errors with specific instructions in SKILL.md .
- Autonomous Patching
-
Generates and applies improvements to SKILL.md (instructions) and associated scripts to prevent future errors.
-
Proposes architectural changes to skills if the current approach is fundamentally limited.
Usage
-
"Analyze the performance of all skills over the last week and evolve those with high failure rates."
-
"The browser-navigator keeps failing on SPA sites. Use skill-evolution-engine to fix it."
Knowledge Protocol
- This skill adheres to the knowledge/orchestration/knowledge-protocol.md . It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.