skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
- License 许可
- Apache-2.0
- 最近更新
- 2026-04-24
- Stars
- ★ 0
- Forks
- 0
01 前言 Front Matter
- name
- skill-creator
- description
- Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
02 资源文件 21
- 参考文档agents/analyzer.md10.1 KB
- 参考文档agents/comparator.md7.1 KB
- 参考文档agents/grader.md8.8 KB
- 参考文档agents/openai.yaml481 B
- 资产文件assets/eval_review.html6.9 KB
- 脚本eval-viewer/generate_review.py16.0 KB
- 参考文档eval-viewer/viewer.html43.9 KB
- 许可证LICENSE.txt11.1 KB
- 参考文档references/schemas.md11.8 KB
- 脚本scripts/__init__.py—
- 脚本scripts/aggregate_benchmark.py14.0 KB
- 脚本scripts/generate_report.py12.5 KB
- 脚本scripts/improve_description.py10.9 KB
- 脚本scripts/init_skill.cjs7.8 KB
- 脚本scripts/package_skill.cjs2.8 KB
- 脚本scripts/package_skill.py4.1 KB
- 脚本scripts/quick_validate.py3.9 KB
- 脚本scripts/run_eval.py11.2 KB
- 脚本scripts/run_loop.py13.3 KB
- 脚本scripts/utils.py1.6 KB
- 脚本scripts/validate_skill.cjs3.4 KB
03 SKILL.md 正文
skill creator
Use this skill when the task matches the description above. Keep the initial response concise and only open bundled references or scripts when they are clearly needed.
Quick cues
- Decide what you want the skill to do and roughly how it should do it
- Write a draft of the skill
- Create a few test prompts and run claude-with-access-to-the-skill on them
- Help the user evaluate the results both qualitatively and quantitatively
- Use the
eval-viewer/generate_review.pyscript to show the user the results for them to look at, and also let them look at the quantitative metrics - Repeat until you're satisfied
- Expand the test set and try again at larger scale
- "evaluation" and "benchmark" are borderline, but OK
Available sections
- Skill Creator
- Communicating with the user
- Creating a skill
- Capture Intent
- Interview and Research
- Write the SKILL.md
- Skill Writing Guide
- Report structure
- [Title]
- Executive summary
- Key findings
- Recommendations
Bundled resources
- agents
- assets
- eval-viewer
- references
- scripts
Open these resources only if the current task needs deeper detail or executable helpers.
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