NVIDIA/SkillSpector: README-based editorial guide

NVIDIA/SkillSpector describes itself in the README as "Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.". This article keeps to facts that can be checked in the repository. Stars, forks, and promotional badges are signals of attention, not proof of quality. Under "SkillSpector", the README says: Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks before installing agent skills.. That establishes the project's stated boundary, not a production test.

The README's "Features" section gives a useful starting point for deciding whether the project fits: 68 vulnerability patterns across 17 categories: prompt injection, data exfiltration, privilege escalation, supply chain, excessive agency, output handling, system prompt leakage, memory poisoning, tool misuse, rogue agent, anti-refusal,. If that problem is not yours, popularity is a poor reason to adopt it. Project names, commands, and component names are kept as written so a reader can return to the primary source without guessing at terminology. Another checkable README item is: Multi-format input: Scan Git repos, URLs, zip files, directories, or single files. It can shape a first test, but it does not replace testing in the intended environment.

The operating model is spread across sections such as "Overview". The source evidence includes: SkillSpector helps you answer: "Is this skill safe to install?". This article does not turn missing architecture, performance, or security details into claims. A real deployment still needs a look at the repository layout, configuration files, and release history.

Start installation from the README's documented entry point. A command that can be checked in the source is: uv tool install git+https://github.com/NVIDIA/skillspector.git # Update later: uv tool update skillspector When the README contains no runnable command, this article does not invent one. Open its "Overview" section and confirm system dependencies, default ports, and first-run initialization before using a public server.