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AI USE CASES

How to read and sandbox a brand new skill before you install it with anatomy

Follow the habit seen in the field of checking a fresh repo's scripts before running an unknown skill.

Seen in the wild

Evidence: X, Oct 2026 · X, Oct 2026

Similar to what people reported. The steps and prompt below are AI written, not copied from those posts.

Who it is forCautious developer about to install a viral agent skill from a days-old repo

The problemNew skills run code with your agent's access, and a trending repo can still hide risky scripts.

The outcomeA checked install where you have read the install scripts and hooks and ran it in an isolated environment first.

What you need first

  • An agent that supports Agent Skills: Claude Code, Antigravity, OpenCode, Codex or MiniMax Code
  • Node.js 20.10 or later (the skills CLI itself may need a newer Node, 22.20 or later for version 1.7.1)
  • Model usage costs from your agent account; the kit has no extra API keys or npm dependencies
  • A browser to open the finished HTML pages (WebGL for the effects layer)

Steps

  1. Clone or download the repo and read SKILL.md and any install scripts first.
  2. Look for auto-run hooks, odd obfuscation or hidden characters in the files.
  3. Install in a throwaway project or sandbox: npx skills add wheresryan22/anatomy
  4. Only install globally with -g after you are comfortable.

Prompt for your agent

Review the wheresryan22/anatomy repo for install scripts, auto-run hooks, hidden Unicode and obfuscation, and summarize anything risky before I install it. List the files you checked.

Caveat. A review is only as good as what you read, and the README says the kit uses no npm dependencies, so confirm that yourself.

About anatomy

An agent skill that builds interactive illustrations of machines and complex systems to explain an idea. Part of this week's top 10 repos: ranked #4 on Repo Radar. View wheresryan22/anatomy on GitHub.

More with anatomy

See all use cases for wheresryan22/anatomy

Disclaimer

Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked "Seen in the wild", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email [email protected] and we will look at it promptly. Full disclaimer page