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AST Code Analysis Superpower

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: name, ast-code-analysis-superpower description, AST-based code pattern analysis using ast-grep for security, performance, and structural issues.

Main use cases:
  • Generating clean, readable code
  • Spotting security flaws and fixing bugs
  • Explaining complex code and documenting it clearly
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: 796 words Reading time: ~4 min Best with: Claude Sonnet (recommended for code), GPT-4o, GitHub Copilot

Prompt

---
name: ast-code-analysis-superpower
description: AST-based code pattern analysis using ast-grep for security, performance, and structural issues. Use when (1) reviewing code for security vulnerabil...

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