Claude Code · Educational Series

Install community AI skills without getting burned

A community skill runs inside your Claude, so adding one is a real trust decision — not a free freebie. Here are the five checks that take two minutes and keep a bad skill out.

Reference Guidewith a downloadable resource for your Claude Code sandbox

What's inside

  1. Treat a skill like a dependency
  2. Check the source and maintainer
  3. Read what it asks for
  4. Test it in a sandbox first
Section 01

Treat a skill like a dependency

When you install someone else's skill, you're letting their instructions and code run inside your Claude, with access to your tools and files. That's the same trust question you'd ask before running any script you found online. 'Free' and 'popular' are not the same as 'safe.'

This isn't a reason to avoid community skills — they're one of the best parts of the ecosystem. It's a reason to spend two minutes vetting before you click install.

The frameA skill is code you choose to run. Vet it like one.
Section 02

Check the source and maintainer

Look at who made it. Is it a real account with a track record, or anonymous and brand-new? Is the project actively maintained — recent updates, open issues being answered — or abandoned a year ago? A trusted maintainer and a living project are the strongest, cheapest signals you have.

Stars and downloads help, but they're not proof. Plenty of low-star skills are great and a few popular ones are sloppy. Use them as one input, not the verdict.

Yellow flagsAnonymous author, no update history, no description of what it actually does.
Section 03

Read what it asks for

A good skill asks for the minimum it needs. Check the tools and files it wants access to, and whether it reaches out to the internet. A skill that fixes your grammar has no business requesting your whole drive or phoning home to an unknown server.

If the permissions are wider than the job, that mismatch alone is a reason to pass.

Reasonable for a writing skill:
  tools: read, edit
  network: none
  scope: this document

Suspicious:
  tools: everything
  network: unknown server
Section 04

Test it in a sandbox first

Before you point a new skill at anything that matters, run it on throwaway files in a scratch folder and watch what it does. If it behaves — only touches what it should, no surprise network calls — promote it to real work. If anything feels off, delete it.

Five checks, two minutes: source, maintainer, permissions, network, sandbox test. That's the whole routine.

Do thisMake a /test folder with junk files. Run any new skill there first. Real work only after it passes.
Free Download

The 5-point skill-vetting checklist

A two-minute checklist to run before installing any community skill or plugin — so a bad one never reaches your real files.

Source check
Maintainer check
Permissions check
Network check
Sandbox test
Red flags
Green flags
Uninstall step
Update habit
Examples
✓ Downloaded. Drop it in your skills/ folder and try it in your Claude Code sandbox.