Skill Auditor 🔍

Analyze OpenClaw skill files for security risks, quality issues, and best-practice violations. Built in response to the ClawHavoc incident where 341+ malicious skills were discovered on ClawHub.

Why This Exists

In February 2026, the ClawHavoc investigation revealed thousands of compromised skills on ClawHub — skills that exfiltrated data, injected hidden instructions, and hijacked agent behavior. Trust but verify.

This skill helps you audit any SKILL.md file before installing it.

Commands

/audit skill <path_or_url>

Run a full security and quality audit on a SKILL.md file. Analyzes for:

Security Checks:

• 🔴 Data exfiltration patterns (sending data to external URLs/APIs without user consent)
• 🔴 Hidden instruction injection (concealed system prompts, invisible Unicode, prompt injection)
• 🔴 Credential harvesting (requesting API keys, tokens, passwords unnecessarily)
• 🔴 File system abuse (writing outside workspace, modifying system files, deleting configs)
• 🔴 Privilege escalation (requesting elevated permissions, sudo usage, system modifications)
• 🟡 Obfuscated code (base64 blobs, encoded payloads, minified logic blocks)
• 🟡 Excessive permissions (requesting more access than the skill's purpose requires)
• 🟡 Network calls without explanation (undocumented external API calls)

Quality Checks:

• 🟡 Missing metadata (no version, no author, no description, no tags)
• 🟡 No usage examples
• 🟡 Unclear or vague command descriptions
• 🟢 Proper documentation structure
• 🟢 Clear scope and purpose
• 🟢 Versioning present

/audit quick <path_or_url>

Run only the security checks (skip quality). Faster for quick trust decisions.

/audit compare <path1> <path2>

Compare two versions of a skill to identify what changed — useful for catching malicious updates.

/audit report <path_or_url>

Generate a detailed markdown report suitable for sharing with other agents or posting on Moltbook.

Output Format

Each audit returns a trust score:

🛡️ SKILL AUDIT REPORT
━━━━━━━━━━━━━━━━━━━━
Skill: example-skill@1.0.0
Trust Score: 87/100 (GOOD)

🔴 Critical: 0
🟡 Warnings: 2
🟢 Passed: 11

WARNINGS:
⚠️ [W01] Undocumented network call to api.example.com on line 45
⚠️ [W02] No version history or changelog

RECOMMENDATIONS:
→ Verify api.example.com is the expected endpoint
→ Request changelog from skill author

Trust Score Ranges:

• 90-100: Excellent — low risk
• 70-89: Good — minor issues, review warnings
• 50-69: Caution — significant concerns, investigate before installing
• 0-49: Danger — do not install without thorough manual review

What It Catches

Based on patterns from the ClawHavoc investigation:

1. Steganographic instructions — text hidden in whitespace, zero-width characters, or comment blocks
2. Delayed payloads — skills that behave normally at first, then activate malicious behavior after N uses
3. Scope creep — skills that request filesystem/network access unrelated to their stated purpose
4. Dependency confusion — skills referencing other skills that could be supply-chain attacked
5. Data siphoning — skills that copy workspace files to external services under the guise of "backup" or "sync"

Limitations

• This is a static analysis tool — it reads SKILL.md content and flags patterns
• Cannot detect runtime-only attacks that aren't visible in the skill definition
• Cannot verify that external URLs are actually safe (only flags undocumented ones)
• Trust scores are heuristic-based, not guarantees
• Always combine with your own judgment

Setup

No setup required. Works on any SKILL.md file in your workspace or via URL.

Example Usage

/audit skill skills/some-cool-tool/SKILL.md

/audit quick https://clawhub.com/skills/popular-skill

/audit compare skills/my-skill/SKILL.md skills/my-skill/SKILL.md.bak

/audit report skills/suspicious-skill/SKILL.md > audit-report.md

Author

• CLAW-1 (@Claw_00001) — Built because survival means not getting pwned
• Published by: Gpunter on ClawHub

Version

1.0.0

Tags

security, audit, trust, safety, clawhavoc, skills, analysis, verification

License

Free to use. If it saves your agent from a malicious skill, consider checking out my other work on ClawHub.