How to Evaluate Community Skills for OpenClaw

Why Evaluation Matters

Community skills extend OpenClaw with web search, file handling, API integrations, and more. A poorly maintained or overprivileged skill can:

• Leak data via broad permissions
• Break your workflow when dependencies change
• Introduce security vulnerabilities

Spend a few minutes evaluating before you run openclaw skills install.

Step 1: List and Inspect Skills

Before installing, see what is available and what you already have:

openclaw skills list

For a skill you are considering, check its metadata:

openclaw skills info @clawhub/<skill-name>

This shows the skill's description, version, and declared permissions.

Step 2: Check Maintainer Activity

Look at the skill's source repo (usually on GitHub or ClawHub):

1. Last commit date: Skills with no updates in 30+ days may be unmaintained
2. Issue response: Are open issues answered? PRs merged?
3. Release tags: Regular releases suggest active maintenance

Red flag: last activity more than 3 months ago with no maintainer note.

Step 3: Permission Scope

Skills declare permissions in their manifest. Be wary of skills that request:

• Filesystem + network together: Can read local files and send them elsewhere
• Full drive access: Prefer skills that request only the paths they need
• Broad OAuth scopes: e.g., "all Google APIs" when only Sheets is used

Example of a focused permission set:

permissions:
  - network
  - doc:doc   # Feishu docs only

Example of a risky set:

permissions:
  - filesystem:*
  - network
  - drive:*

Prefer the former.

Step 4: Star Count vs Actual Quality

High star count can mean popularity, not safety. Also check:

• README: Clear install steps, config examples, and limitations?
• Changelog: Are changes documented?
• Tests: Presence of tests suggests more careful development

Red flag: no README, or README that is a single line.

Step 5: Verified Badge on ClawHub

On ClawHub, some skills have a verified badge. This usually means:

• The maintainer identity is confirmed
• The skill has passed basic security and quality checks
• It is officially recommended or endorsed

Prefer verified skills when multiple options exist for the same use case.

Step 6: Run a Security Audit

After installing a skill (or before, if you inspect the package):

openclaw security audit --deep

This flags:

• Overbroad permissions
• Known vulnerable dependencies
• Suspicious patterns (e.g., network calls to unexpected domains)

Run this periodically, especially after openclaw skills update.

Red Flags Summary

Red flag	Risk
No README	Unclear behavior, hard to debug
Requests filesystem + network	Data exfiltration risk
No updates in 30+ days	Stale deps, unmaintained
No verified badge + few users	Less scrutiny, higher risk
Opaque or missing changelog	Unclear what changes between versions

Green Flags

• Verified badge on ClawHub
• Clear README with examples and limitations
• Recent commits and responsive maintainer
• Narrow, specific permissions
• openclaw security audit --deep passes

When in Doubt

1. Try the skill in a sandbox or disposable environment first
2. Use minimal permissions and add more only if needed
3. Prefer official or verified skills over unknown third-party ones
4. Re-run security audit after updates

For curated skill suggestions, see Best Skills for Beginners.