Skill Creator

A skill for creating new skills and iteratively improving them.

Overview

At a high level, creating a skill follows this loop:

1. Decide what the skill should do and roughly how it should do it.
2. Write a draft of the skill.
3. Create test prompts and run the agent on them.
4. Evaluate the results qualitatively and, if the runtime supports it, quantitatively.
5. Rewrite the skill based on feedback.
6. Repeat until satisfied.
7. Expand the test set and try again at larger scale.

Your job is to figure out where the user is in this process and help them progress. A user may arrive with just "I want a skill for X" — narrow the scope, write a draft, draft test cases, evaluate, and iterate. Or they may already have a draft — go straight to the eval/iterate step.

Skill Anatomy