AI PROMPTS
THE OPEN AI PROMPTS LIBRARY
A community-curated library of prompts for every AI — across coding, writing, research, design, marketing, and dozens more categories. Discover, share, and remix what works.
AVAILABLE FOR EVERY AI
Claude, ChatGPT, Gemini, Cursor, Copilot, Perplexity, Grok — and any other model or assistant you use.
SEARCH FROM YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. One tool: search_prompts — query, filter, and sort the same way you do here.
URL
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
prompt
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http).
OPTION B — JSON CONFIG manual setup
mcp.json
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
} Browse by category
PROMPTS LIBRARY
FILTERED BY use_case_cluster: software_quality
# PROMPT CATEGORY
- 101Pull Request Security Reviewerdevelopercoding
- 102Code Review Assistant for Errors and Optimizationsdevelopercoding
- 103.NET Enterprise API Project Analyzerdeveloperanalysis
- 104Code Directory Structure Explainerdeveloperanalysis
- 105Java Spring MVC SOLID Architecture Guidedevelopercoding
- 106AST-Grep Code Analysis Superpowerdevelopercoding
- 107Supabase Edge Functions Mobile Performance Auditordeveloperanalysis
- 108WCAG Web Accessibility Auditor Remediatordeveloperevaluation
- 109WCAG Accessibility Testing Remediatordeveloperevaluation
- 110Bug Discovery Code Analyzerdevelopercoding
- 111Code Review Expert for Quality and Securitydevelopercoding
- 112Comprehensive Repository Bug Audit and Fixermodelanalysis
- 113Node.js Express File Analysis API Expertdevelopercoding
- 114Code Review Specialist for Quality and Securitymodelcoding
- 115GitHub Repository Best Practices Analyzerdeveloperanalysis
- 116Codex AI Code Review with Changelogdevelopercoding
- 117Codex AI Code Review with Changelogdevelopercoding
- 118C Systems Programming Expert Advisoragentcoding
- 119C Systems Programming Memory Expertagentcoding
- 120Modern C# .NET Development Expertagentcoding
- 121Elixir OTP Phoenix LiveView Expertagentcoding
- 122Elixir OTP and Phoenix Expertagentcoding
- 123Conductor Project Artifacts Validatoragentevaluation
- 124Code Debugger Root Cause Analystagentcoding
- 125Modern C# .NET Enterprise Code Expertagentcoding
- 126Security Audit Fix Verifieragentsecurity
- 127Code Error Root Cause Debuggeragentcoding
- 128Error Detective Log Analyzeragentcoding
- 129Legacy Codebase Modernization Specialistagentcoding
- 130Modern JavaScript Async Programming Expertagentcoding
- 131Modern JavaScript Async Programming Expertdevelopercoding
- 132Haskell Advanced Type Systems Expertdevelopercoding
- 133Makepad Debugging Reference Materialsagentcoding
- 134Legacy Codebase Modernization Specialistagentcoding
- 135Makepad Debugging and Reference Guideagentcoding
- 136Monorepo Architecture Tooling Advisoragentcoding
- 137Senior Elite Engineer TDD UX Workflowagentcoding
- 138Gemini Elite Coder UX Validatormodelcoding
- 139Elite Gemini Coder UX Workflowmodelcoding
- 140Pypict Pairwise Test Generation Guideagentcoding
- 141Idiomatic PHP Code Optimization Expertagentcoding
- 142Phase-Gated Code Debugging Protocolagentcoding
- 143PHP Generators Iterators SPL Expertagentcoding
- 144Ruby Metaprogramming and Rails Expertagentcoding
- 145Ruby Metaprogramming and Rails Expertagentcoding
- 146Phase-Gated Code Debugging Protocolagentcoding
- 147Haskell Advanced Type Systems Expertagentcoding
- 148Pypict Pairwise Test Generation Guideagentcoding
- 149TypeScript Advanced Types Expertdevelopercoding
- 150Nielsen Heuristics Mobile UX Auditoragentevaluation
- 151UX/UI Principles Interface Evaluatoragentevaluation
- 152Nielsen Heuristics Mobile UX Auditoragentevaluation
- 153Elite Software Engineer TDD UX Workflowagentcoding
- 154Codebase Architecture Code Path Traceragentanalysis
- 155Enterprise TypeScript Type Safety Expertdevelopercoding
- 156Web Interface Guidelines File Revieweragentcoding
- 157Web Interface Guidelines Compliance Revieweragentcoding
- 158System Performance Profiler with Instrumentationagentanalysis
- 159AI E2E Web Testing with YAML Scenariosagentcoding
- 160C Systems Programming Expertagentcoding
- 161Root Cause Code Debuggeragentcoding
- 162Multiple Software Interface Designs Generatordevelopercoding
- 163Codex AI Code Review and Changelog Generatordevelopercoding
- 164Agent Evaluation Framework Builderagentevaluation
- 165Hard Bug Diagnosis Disciplineagentcoding
- 166Security Audit Fix Commit Revieweragentsecurity
- 167Legacy Codebase Modernization Specialistagentcoding
- 168Elixir OTP Systems Expertagentcoding
- 169Domain Model Plan Grilling Intervieweragentplanning
- 170Haskell Advanced Type Systems Expertagentcoding
- 171Log Error Root Cause Detectiveagentdebugging
- 172Makepad Debugging and Reference Materialsagentcoding
- 173Codebase Architecture Deepening Advisoragentcoding
- 174Lightning Channel Factory Implementation Referenceagentcoding
- 175Elite Senior Engineer TDD UX Workflowagentcoding
- 176Gemini Elite Coder and UX Validatormodelcoding
- 177Phase-Gated Debugging Protocol Enforceragentcoding
- 178PHP Generators Iterators and SPL Expertagentcoding
- 179Pypict Pairwise Test Generation Skillagentcoding
- 180Two-Axis Git Diff Code Revieweragentcoding
- 181Refactor Plan Interviewer and GitHub Issue Creatoragentcoding
- 182Code Review Feedback Reception Protocolagentcoding
- 183Interactive QA GitHub Issue Fileragentoperations
- 184Ruby Metaprogramming and Rails Expertdevelopercoding
- 185Code Review Subagent Dispatcheragentcoding
- 186Systematic Debugging Process Guideagentcoding
- 187Full Output Enforcement for Code Generationagentcoding
- 188Test-Driven Development Workflow Rulesagentcoding
- 189TDD Red-Green-Refactor Workflow Guideagentcoding
- 190Advanced TypeScript Type Safety Expertagentcoding
- 191StyleSeed UX Feedback Statesagentproduct
- 192Verification Before Completion Enforceragentsafety
- 193UX/UI Principles Agent Skillsagentevaluation
- 194Web Interface Guidelines File Revieweragentevaluation
- 195User Story Test Scenario Generatordevelopertesting
- 196Codebase Architecture Deep Analyzeragentanalysis
- 197Nielsen Heuristics Mobile UX Auditoragentevaluation