OpenClaw skills extend the AI's capabilities with custom commands, automations, and integrations. This guide walks you through creating a production-ready skill from scratch, covering the skill.md format, permission model, debugging techniques, and common pitfalls.
Why This Is Hard to Do Yourself
These are the common pitfalls that trip people up.
Undocumented format quirks
The skill.md format has implicit conventions, version differences, and edge cases not covered in official docs
Permission model confusion
Skills declare capabilities but the actual permission enforcement varies between OpenClaw versions
Debugging is painful
No built-in debugger for skills. Errors are cryptic and stack traces reference internal OpenClaw code, not your skill
Hot reload inconsistency
Sometimes skill changes require a full restart. Other times they hot-reload. No clear documentation on which is which.
Step-by-Step Guide
Understand the skill.md structure
Learn the required sections.
Create the skill directory
Write the skill manifest (frontmatter)
Warning: Always declare the minimum permissions your skill needs. Requesting unnecessary permissions will cause ClawHub reviewers to reject your skill.
Write the skill instructions
Add helper scripts (optional)
Test your skill locally
Iterate and debug
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