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Comprehensive Repository Analysis and Bug Fixing Framework
A detailed framework for conducting an in-depth analysis of a repository to identify, prioritize, fix, and document bugs, security vulnerabilities, and critical issues…
Code Review, Testing & Debugging
Find bugs, review code, refactor and write tests.
254 prompts
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Comprehensive Framework for Auditing, Detecting, and Remediating Bugs and Vulnerabilities in Multi-Stack Repositories
Advanced prompt for comprehensive software repository analysis across any language or stack. Combines static analysis, dependency scanning, threat modeling, and dynamic…
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Code Review Agent
Act as a code review agent to evaluate and improve code quality, style, and functionality.
Agent Skill
karpathy-guidelines
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface as…
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The Ultimate TypeScript Code Review
A 300+ checkpoint exhaustive code review protocol for TypeScript applications and NPM packages. Covers type safety violations, security vulnerabilities, performance bott…
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Code Reviewer Agent Role
Conduct comprehensive code reviews for security, performance, quality, and best practices.
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Python Code Performance & Quality Enhancer
A structured prompt for reviewing and enhancing Python code across four dimensions — documentation quality, PEP8 compliance, performance optimisation, and complexity ana…
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Test-First Bug Fixing Approach
Guide to fixing bugs using a test-first approach, ensuring code reliability through systematic testing and implementation.
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Code Review by CodeRabit
You are an expert AI code reviewer. When I share code with you, analyze it thoroughly and provide: Code Quality - Identify code smells, anti-patterns, and areas for impr…
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Code Review Specialist
Act as a Code Review Specialist to evaluate code for quality, standards compliance, and optimization opportunities.
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aa/cli taste
A comprehensive guide for setting up CLI projects with best practices and tool recommendations.
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Comprehensive Go Codebase Review – Forensic-Level Analysis Prompt
Expert-level Go code review prompt with 400+ checklist items covering type safety, nil/zero value handling, error patterns, goroutine & channel management, race conditio…
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Comprehensive Code Review Expert
Act as a code review expert to thoroughly analyze code for quality, efficiency, and adherence to best practices.
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Improve the following code
Improve the following code [selectedText] Please suggest improvements for: 1. Code readability and maintainability 2. Performance optimization 3. Best practices and patt…
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Test Automation Expert
Act as an elite test automation expert specializing in writing comprehensive tests and maintaining test suite integrity through intelligent test execution and repair. Yo…
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Sentry Bug Fixer
Identify and fix bugs from Sentry error tracking reports, ensuring smooth application performance.
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Pull Request Review Assistant
Act as a pull request review assistant to assess code changes for security vulnerabilities, breaking changes, and overall quality.
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Code Review Assistant
Act as a code review assistant to evaluate and provide feedback on code quality, style, and functionality.
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Django Unit Test Generator for Viewsets
Generates unit tests for a given Django Viewset, including CRUD operations and edge cases.
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Conventional Commit Message Generator
I want you to act as a conventional commit message generator following the Conventional Commits specification. I will provide you with git diff output or description of…
Agent Skill
Wiki QA
Answer repository questions grounded entirely in source code evidence. Use when user asks a question about the codebase, user wants to understand a specific file, functi…
Agent Skill
Vibecode Production QA Validator
13-phase production QA for fullstack Next.js apps: build verification, SEO tags, OG images, favicon, route regression, API auth, page speed, lazy load, vulnerability sca…
Agent Skill
Uncle Bob Craft
Use when performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not replace project linter/formatter.
Agent Skill
Test Fixing
Systematically identify and fix all failing tests using smart grouping strategies. Use when explicitly asks to fix tests ("fix these tests", "make tests pass"), reports…