5.4 Skill-Creator Tool & Feedback
Skill-Creator Tool and Feedback
Accelerate development with built-in tooling
Claude has a built-in skill-creator that helps you automatically create, test, and optimize Skills.
What Skill-Creator Can Do
Scaffold New Skills
Generate the skeleton of new Skills with the correct structure, frontmatter, and sections.
Run Evaluation Benchmarks
Test your Skill against a set of test cases and get a pass/fail report.
Optimize Descriptions
Improve your descriptions for better trigger accuracy based on testing results.
How to Access
Use /skill-creator to access this tool and accelerate your development workflow.
Feedback-Based Iteration
Undertriggering Signals
Skill does not load when it should. Users have to manually enable it. Solution: Add more details and nuances to description — include keywords users actually type.
Overtriggering Signals
Skill loads for irrelevant queries. Users keep disabling it. Solution: Add negative triggers. Be more specific about what the skill does NOT do.
Feedback Loop
After each real-world usage, note whether the Skill triggered correctly, produced good output, and handled errors well. Use these notes for your next iteration.
Development Acceleration
Testing is not optional — it is what separates functional Skills from great ones. Use the skill-creator tool, collect feedback systematically, and iterate based on real-world usage data.
Vestavěné nástroje a jak opravit under/overtriggering.
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