Skill Creator

Create skills and iteratively improve them through measurement.

The process:

• Decide what the skill should do and how it should work
• Write a draft of the skill
• Create test prompts and run claude-with-the-skill on them
• Evaluate the results — both with agent reviewers and optionally human review
• Improve the skill based on what the evaluation reveals
• Repeat until the skill demonstrably helps

Figure out where the user is in this process and help them progress. If they say "I want to make a skill for X", help narrow scope, write a draft, write test cases, and run the eval loop. If they already have a draft, go straight to testing.