AI Skill Inspector for fast browser-based work
Inspect SKILL.md structure, trigger boundaries, referenced files, and common safety signals before trusting a Skill repository.
中文：在信任 Skill 仓库前，检查 SKILL.md 结构、触发边界、引用文件和常见安全信号。
Example: Paste a SKILL.md from a Nuwa, Darwin, Claude Code, Codex, or Agent Skill repository before adding it to your workflow.
Where this tool fits in real work
Use cases
- Paste SKILL.md before deciding whether a repository is actually a Skill repository.
- Check whether the Skill has triggers, non-trigger boundaries, references, and safety notes.
- Use the report to plan what scripts or referenced files to read before installation.
Review notes
- This inspector does not certify safety; it only makes review gaps visible.
- A Skill with scripts or install commands needs manual inspection before use on private work.
- Prefer Skills with narrow scope, clear examples, documented permissions, and no secret requests.
Local-first handling
This page is built as a browser utility. Inputs are processed in the page where possible, with no account requirement and no intentional upload step for the tool workflow.
When to use AI Skill Inspector
Good fit
- Paste SKILL.md before deciding whether a repository is actually a Skill repository.
- Check whether the Skill has triggers, non-trigger boundaries, references, and safety notes.
- Use the report to plan what scripts or referenced files to read before installation.
Before copying results
- This inspector does not certify safety; it only makes review gaps visible.
- A Skill with scripts or install commands needs manual inspection before use on private work.
- Prefer Skills with narrow scope, clear examples, documented permissions, and no secret requests.
Use a stricter workflow
If the context includes production secrets, customer records, private research material, or executable scripts, redact first and use a stricter human review workflow.
Keep learning this workflow
Keep working with nearby utilities
AI Skill Inspector questions
Does this prove a Skill is safe?
No. It highlights structure and safety signals for manual review.
What should I inspect after this?
Read referenced scripts, install commands, permissions, and secret handling notes.
Is this tool free?
Yes. The current Toolkits tools are free to use and do not require an account. If advertising is added later, it should be clearly labeled and kept away from primary tool controls.