Create a Skill

A skill for creating new skills from scratch and iteratively improving them through testing, user feedback, and evaluation.

Overview

The process of creating a skill follows this loop:

1. Gather requirements — interview the user, research the domain
2. Write a draft — create SKILL.md and any bundled resources
3. Test — run Claude-with-the-skill on realistic prompts
4. Evaluate — help the user review outputs qualitatively and quantitatively
5. Improve — rewrite based on feedback
6. Repeat until the user is satisfied
7. Optimize description — tune triggering accuracy
8. Package — create a distributable .skill file

Your job is to figure out where the user is in this process and jump in. Maybe they say "I want to make a skill for X" — help them from step 1. Maybe they already have a draft — go straight to testing. Always be flexible: if the user says "just vibe with me", skip the formal eval loop.