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

1. Failure Analysis

• Inspects work/ logs to identify why a skill tool call failed or was suboptimal.
• Correlates errors with specific instructions in SKILL.md.

2. 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."