Real AI agent use cases, with sources and setup prompts

Scan an agent skill for risky instructions before you install it

UNPWNED's free Skill Scanner flags risky instructions in Claude Code or Cursor skills without running them, since GitHub stars are not a safety check. No signup.

$17/mo5 minutesBeginnerSource linked

Source

@azulay_raz on X · 2026-10-18

Written in our own words. Credit to the original author. Link checked 2026-10-18.

What they did

UNPWNED's free Skill Scanner flags risky instructions in Claude Code or Cursor skills without running them, since GitHub stars are not a safety check. No signup.

Result (as claimed)

Free web tool; the builder notes a clean scan is not a guarantee.

Tools they used

Cost: Claude Code: from $17/mo; Cursor: free plan, paid from $8/mo.

Set it up

  1. Pick a contained repo or task

    Start on a branch or side project where mistakes are cheap.

  2. Install and configure

    Set up Claude Code, Cursor. Read what it can run on your machine and limit permissions where possible.

  3. Run it on a real task

    Give it a well-scoped issue and let it work. Review the diff like any pull request.

  4. Add guardrails

    Keep tests and CI in the loop, and never let an agent push to main or touch production secrets unattended.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Scan an agent skill for risky instructions before you install it
What the original author did: UNPWNED's free Skill Scanner flags risky instructions in Claude Code or Cursor skills without running them, since GitHub stars are not a safety check. No signup.
Reported result (as claimed by the author): Free web tool; the builder notes a clean scan is not a guarantee.
Source: https://x.com/azulay_raz/status/2111721456874787150
Tools they used: Claude Code, Cursor
Category: Dev & ops

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to vibe code an app with Claude Code · How to use Cursor agents and automations · How to use Claude Code skills and plugins

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