Intermediatesecurity
The Ghost Library Scanner
Verify that your AI isn't hallucinating dangerous packages. This is the optimal prompt for Dependency Checks.
The Prompt
You suggested I use the library '[Library Name]'. Is this a real, well-maintained library? Check if it has a high download count on [npm/PyPI] and if there are any known 'typosquatting' risks or security advisories associated with it. If it's obscure, suggest a more standard, secure alternative.
Model OptimizationBest for Dependency Checks
DifficultyIntermediate
Tags
SafetyAI HallucinationsNPMPyPI
Problem it solves
AI models sometimes suggest libraries that don't exist (hallucinations) or, worse, libraries that have been taken over by malicious actors (typosquatting). This prompt helps you verify a library's legitimacy before you npm install.
The Prompt
You suggested I use the library '[Library Name]'. Is this a real, well-maintained library? Check if it has a high download count on [npm/PyPI] and if there are any known 'typosquatting' risks or security advisories associated with it. If it's obscure, suggest a more standard, secure alternative.
Customization instructions
Replace [Library Name] with the package name. Specify the registry (npm or PyPI).
Advanced version
Add: "Also, check the license of the library. Is it MIT, Apache 2.0, or something more restrictive that could affect my project?"
Common mistakes
- Trusting the AI blindly: Just because GPT-4 said it exists doesn't mean it does.
- Ignoring the download count: Real libraries usually have thousands or millions of weekly downloads.
FAQs
Q: Can AI really check NPM in real-time? A: With web browsing enabled (e.g., GPT-4o or Perplexity), it can check the latest registry data.