Meta-Recursive Discovery

An agent should know what it doesn't know and where to find the answers.

The Discovery Loop

1. Impediment Detection: Identifying when a task requires a skill not currently in the active context.
2. Library Search: Using search tools to look for specialized skills in the root directory.
3. Self-Correction: Updating the current approach based on the found skill's instructions.

Autonomous Improvement

• Template Usage: Using the template-skill to create new temporary skills when a unique problem is solved, effectively growing the library's wisdom over time.

Best Practices

• Documentation Hygiene: Maintaining a clean index so discovery remains fast.
• Verification: Always cross-reference discovered skills with established best practices (e.g., ADRs).