What problem does it solve?
The Skill Creator helps teams design and refine Claude skills from idea to production, providing structured guidance for capturing intent, interviewing stakeholders, and writing robust SKILL.md specifications. It supports iterative evaluation, benchmarking, and triggering-accuracy improvements to reduce undertriggering and overtriggering.
Core Features & Use Cases
- Capture Intent: understand user goals, context, and success criteria to craft a clear skill scope.
- Interview and Research: systematically gather edge cases, dependencies, and test inputs; consult available MCPs or docs as needed.
- Write the SKILL.md: generate a frontmatter with name, description, compatibility, and a body that instructs how to apply the skill; include a pattern for test prompts and evaluation workflows.
- Run Evals and Iterate: set up evaluation prompts, run trials, view results, and rewrite the skill based on feedback.
- Optimize Triggering: after evaluation, refine the description to improve discovery and reduce misfires, using the built-in improvement script.
Quick Start
Draft a skill idea, identify key prompts and metrics, and begin the write-evaluate loop to generate a first usable SKILL.md.
