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Dependency Audit

Judges dependencies by maintenance risk and blast radius rather than by vulnerability count, which is what a scanner already tells you.

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CategoryCodingForDevelopers, OperatorsTested onClaudeChatGPT

Running it, start to finish

  1. Rank direct dependencies by blast radius first.
  2. Check maintenance signals on everything on the critical path.
  3. Remove the packages doing a job you could do in a dozen lines.

What you get back

The output this produces, every time.

  • Ranks by blast radius and maintenance risk, which a scanner cannot see and which is uncorrelated with CVE count.
  • Estimates exit cost, including whether a dependency's shape has leaked into your own signatures.
  • Triages scanner findings by reachability rather than by severity label.

Getting better results

Where this usually goes wrong, and how to avoid it.

  • Look for single-maintainer critical packages. That combination is the risk people find out about during an incident, and it never appears in a vulnerability report.
  • Check whether the API has leaked. A dependency whose types appear in your own function signatures costs far more to replace than its size suggests.
  • Do not pin everything forever. It feels safe and accumulates a large, silent upgrade debt that eventually has to be paid all at once.

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Written for The AI University. Every prompt in this library is original work — authored, tested and revised here, not collected from elsewhere. 365 of them, free with an account.