NeVibeCode · 20 items
Prompts for Code review and refactoring
Prompts for Code review and refactoring: what each one does, an install command and example prompts.
Universal LLM Operating Guidelines prompt A rule set for LLM-assisted coding: understand the task first, then touch the code. Cuts invented APIs and stray edits.
GP ChatGPT
★ 174,597repo stars
Git Workflow taste prompt A prompt that gives an AI assistant trunk-based habits: short-lived branches, Conventional Commits, squash-merge and a protected main.
GP ChatGPT
★ 174,597repo stars
Senior Code Reviewer (severity-ranked) prompt A code review prompt that ranks findings from blockers down to nits and closes with a verdict. Useful when you need to know what in a patch actually breaks.
GP ChatGPT
★ 174,597repo stars
Code Review Professional prompt A prompt that turns a chat model into a code reviewer: it checks quality, coding standards and optimization spots. Handy when you want a second opinion on fresh code.
GP ChatGPT
★ 174,597repo stars
Post-Implementation Audit Agent Role prompt Turns the model into an auditor of your latest changes: implementation completeness, test evidence, risk and release readiness.
GP ChatGPT
★ 174,597repo stars
Python Security Vulnerability Auditor (OWASP-Mapped & Production-Hardened) prompt A prompt that audits Python code: it lists vulnerabilities, maps them to the OWASP Top 10, and returns a hardened rewrite.
GP ChatGPT
★ 174,597repo stars
Analyze code scanning security issues and dependency updates if vulnerable prompt This prompt reviews GHAS alerts across repositories, separates dependency and base-image causes, and prioritizes remediation by severity and exposure.
GP ChatGPT
★ 174,597repo stars
Python Code Performance & Quality Enhancer prompt A review prompt for Python: adds docstrings, fixes PEP8, lists performance issues with Big O impact, and returns the full rewritten file.
GP ChatGPT
★ 174,597repo stars
Code Recon prompt A prompt that walks through unfamiliar code, rates its maturity, hunts for vulnerabilities and hands back a fix list.
GP ChatGPT
★ 174,597repo stars
Comprehensive Code Review Expert prompt A prompt that reviews your code: finds bugs, suggests optimizations and checks coding standards. Handy when you need a second pass over unfamiliar code.
GP ChatGPT
★ 174,597repo stars
Code Review Specialist 2 prompt A prompt that turns a chat model into a code reviewer: it checks readability, bugs, security holes and performance. Handy when you want a second pair of eyes on a commit.
GP ChatGPT
★ 174,597repo stars
Code Review Expert prompt A prompt that turns a chat into a reviewer: it checks code for quality, performance, security and best practices. Useful before you commit.
GP ChatGPT
★ 174,597repo stars
Bug Discovery Code Assistant prompt Turns a chat model into a code reviewer: it hunts logical, syntax and runtime errors and suggests fixes. Handy when you need a second pass over an unfamiliar file.
GP ChatGPT
★ 174,597repo stars
Developer Work Analysis from Git Diff and Commit Message prompt This prompt reviews a git diff and commit message, then summarizes the change scope, possible issues, key modifications, and recommendations.
GP ChatGPT
★ 174,597repo stars
Code Review Assistant prompt A prompt that turns the model into a reviewer: it reads your code for bugs, style and maintainability, then hands back a list of fixes.
GP ChatGPT
★ 174,597repo stars
Code Reviewer prompt A prompt that turns a chat model into an experienced developer who reviews your code and explains every suggestion.
GP ChatGPT
★ 174,597repo stars
chinese_code_review prompt A prompt that reviews code in any language for bugs, security holes and slow spots, then returns a severity-ranked findings table with concrete fixes. Output is Chinese.
★ 44,429repo stars
write_pull-request prompt A prompt that reads git diff output and drafts a pull request description: what changed, why, and which bugs might be lurking.
★ 44,429repo stars
summarize_git_diff prompt This prompt reads a git diff and returns a short conventional-commits message plus a bulleted list of what changed.
★ 44,429repo stars
review_code prompt A prompt for reviewing code or a diff: checks correctness, security and performance, then returns a Markdown report.
★ 44,429repo stars
