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Install in OpenClaw
/install skill-quality-auditor
Description
Evaluate and score AgentSkills on design, content, security, and usability, producing a detailed numeric scorecard with improvement suggestions.
Usage Guidance
This skill appears internally consistent for auditing other skills. Before using it: (1) only point the reviewer at the skill directory you intend to audit (do not pass system or home directories), (2) run it on a copy/sandbox of the target skill if you're concerned about malicious payloads, (3) pay special attention to any grep/CRITICAL hits it reports (they warrant manual review), and (4) remember SKILL.md and reference files themselves can contain prompt-injection patterns — treat flagged findings as candidates for manual inspection rather than automatic trust.
Capability Analysis
Type: OpenClaw Skill
Name: skill-quality-auditor
Version: 1.0.0
The skill is a comprehensive quality and security auditor designed to help an AI agent evaluate other skill bundles. It uses standard system tools like 'find' and 'grep' to perform static analysis, specifically looking for vulnerabilities, hardcoded secrets, and malicious patterns as defined in 'references/security.md'. The instructions are transparent, defensive in nature, and strictly aligned with the stated purpose of improving skill quality and security.
Capability Assessment
Purpose & Capability
Name/description match the actual behavior: it is an on-disk reviewer that reads SKILL.md, references/, scripts/, and other files to produce a scorecard. No unrelated environment variables, binaries, or installs are requested.
Instruction Scope
Instructions require reading all files under the provided skill path and running grep-like checks against those files (explicitly: find, read SKILL.md, scan scripts/, references/ and assets/). This is appropriate for an auditor, but the skill will read any path you point it at — avoid passing system/root paths or other sensitive directories. The references include prompt-injection detection guidance (good), so the agent is expected to inspect SKILL.md for hidden directives.
Install Mechanism
Instruction-only skill with no install spec and no code files to write or execute. Lowest-risk install profile.
Credentials
No required environment variables, credentials, or config paths are declared or referenced. The audit checks look for credential usage inside the target skill but do not themselves require secret access.
Persistence & Privilege
Does not request always:true or system-wide configuration changes. Autonomous invocation is allowed (platform default) but not excessive for this type of tool.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skill-quality-auditor - After installation, invoke the skill by name or use
/skill-quality-auditor - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release. Four-dimension skill quality auditor: design, content, security, usability. Includes weight-adjustment by skill type, security grep sweeps, orphan file detection, and structured pass/revise reports.
Metadata
Frequently Asked Questions
What is Skill Quality Auditor?
Evaluate and score AgentSkills on design, content, security, and usability, producing a detailed numeric scorecard with improvement suggestions. It is an AI Agent Skill for Claude Code / OpenClaw, with 207 downloads so far.
How do I install Skill Quality Auditor?
Run "/install skill-quality-auditor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skill Quality Auditor free?
Yes, Skill Quality Auditor is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skill Quality Auditor support?
Skill Quality Auditor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skill Quality Auditor?
It is built and maintained by Ann0501 (@ann0501); the current version is v1.0.0.
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