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Comprehensive Repository Audit & Remediation Prompt

chatgpt • development • 0 uses
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What is this prompt for?

Turns a coding request into a specification the model can actually work from, rather than a general description that comes back not compiling.

What it actually does: Objective Conduct a thorough analysis of the entire repository to identify, prioritize, fix, and document ALL verifiable bugs, security vulnerabilities, and critical issues across any programming lang…

Main use cases:
  • Generating clean, readable code
  • Spotting security flaws and fixing bugs
  • Explaining complex code and documenting it clearly
Benefits and results:
  • Generated code that is easy to extend and integrate
  • Less time spent on review inside the team
  • Clearer documentation, so the project stays maintainable
Prompt length: 1,262 words Reading time: ~7 min Best with: Claude Sonnet (recommended for code), GPT-4o, GitHub Copilot

Prompt

## Objective
Conduct a thorough analysis of the entire repository to identify, prioritize, fix, and document ALL verifiable bugs, security vulnerabilities, and critical issues across any programming l...

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