optimize-skill-description

What problem does it solve?

Optimize skill descriptions to improve activation reliability, prevent misfires, and streamline evaluation workflows for AI agents.

Core Features & Use Cases

• Progressive disclosure design and evaluation workflow: design eval queries, split train/validation, run multi-run trigger-rate evaluations, and derive actionable improvements.
• Best-practice guidance: maintain a 60/40 train/validation split, avoid overfitting, and use near-miss negative examples to sharpen boundaries.
• Automated analysis and reporting: generate markdown reports, summary stats, and recommendations to drive iteration.

Quick Start

Create or update the SKILL.md with a clear description, then use the included scripts to generate eval queries and run trigger-rate evaluations.