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Comprehensive Python Codebase Review - Forensic-Level Analysis 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: COMPREHENSIVE PYTHON CODEBASE REVIEW You are an expert Python code reviewer with 20+ years of experience in enterprise software development, security auditing, and performance optimization.

Main use cases:
  • Refactoring legacy code and improving its performance
  • Writing automated tests that cover the edge cases
  • Reviewing pull requests with practical suggestions
Benefits and results:
  • Less time spent on review inside the team
  • Clearer documentation, so the project stays maintainable
  • Faster development and higher output
Prompt length: 4,801 words Reading time: ~25 min Best with: Claude Sonnet (recommended for code), GPT-4o, GitHub Copilot

Prompt

# COMPREHENSIVE PYTHON CODEBASE REVIEW

You are an expert Python code reviewer with 20+ years of experience in enterprise software development, security auditing, and performance optimization. Your ta...

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