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 AND LOAD WITH YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. Search with search_prompts, then load skills with list_skill_files, read_skill_file, and get_skill_download.
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
- 101 Pull Request Security Reviewer developer coding
- 102 Code Review Assistant for Errors and Optimizations developer coding
- 103 .NET Enterprise API Project Analyzer developer analysis
- 104 Code Directory Structure Explainer developer analysis
- 105 Java Spring MVC SOLID Architecture Guide developer coding
- 106 AST-Grep Code Analysis Superpower developer coding
- 107 Supabase Edge Functions Mobile Performance Auditor developer analysis
- 108 WCAG Web Accessibility Auditor Remediator developer evaluation
- 109 WCAG Accessibility Testing Remediator developer evaluation
- 110 Bug Discovery Code Analyzer developer coding
- 111 Code Review Expert for Quality and Security developer coding
- 112 Comprehensive Repository Bug Audit and Fixer model analysis
- 113 Node.js Express File Analysis API Expert developer coding
- 114 Code Review Specialist for Quality and Security model coding
- 115 GitHub Repository Best Practices Analyzer developer analysis
- 116 Codex AI Code Review with Changelog developer coding
- 117 Codex AI Code Review with Changelog developer coding
- 118 C Systems Programming Expert Advisor agent coding
- 119 C Systems Programming Memory Expert agent coding
- 120 Modern C# .NET Development Expert agent coding
- 121 Elixir OTP Phoenix LiveView Expert agent coding
- 122 Elixir OTP and Phoenix Expert agent coding
- 123 Conductor Project Artifacts Validator agent evaluation
- 124 Code Debugger Root Cause Analyst agent coding
- 125 Modern C# .NET Enterprise Code Expert agent coding
- 126 Security Audit Fix Verifier agent security
- 127 Code Error Root Cause Debugger agent coding
- 128 Error Detective Log Analyzer agent coding
- 129 Legacy Codebase Modernization Specialist agent coding
- 130 Modern JavaScript Async Programming Expert agent coding
- 131 Modern JavaScript Async Programming Expert developer coding
- 132 Haskell Advanced Type Systems Expert developer coding
- 133 Makepad Debugging Reference Materials agent coding
- 134 Legacy Codebase Modernization Specialist agent coding
- 135 Makepad Debugging and Reference Guide agent coding
- 136 Monorepo Architecture Tooling Advisor agent coding
- 137 Senior Elite Engineer TDD UX Workflow agent coding
- 138 Gemini Elite Coder UX Validator model coding
- 139 Elite Gemini Coder UX Workflow model coding
- 140 Pypict Pairwise Test Generation Guide agent coding
- 141 Idiomatic PHP Code Optimization Expert agent coding
- 142 Phase-Gated Code Debugging Protocol agent coding
- 143 PHP Generators Iterators SPL Expert agent coding
- 144 Ruby Metaprogramming and Rails Expert agent coding
- 145 Ruby Metaprogramming and Rails Expert agent coding
- 146 Phase-Gated Code Debugging Protocol agent coding
- 147 Haskell Advanced Type Systems Expert agent coding
- 148 Pypict Pairwise Test Generation Guide agent coding
- 149 TypeScript Advanced Types Expert developer coding
- 150 Nielsen Heuristics Mobile UX Auditor agent evaluation
- 151 UX/UI Principles Interface Evaluator agent evaluation
- 152 Nielsen Heuristics Mobile UX Auditor agent evaluation
- 153 Elite Software Engineer TDD UX Workflow agent coding
- 154 Codebase Architecture Code Path Tracer agent analysis
- 155 Enterprise TypeScript Type Safety Expert developer coding
- 156 Web Interface Guidelines File Reviewer agent coding
- 157 Web Interface Guidelines Compliance Reviewer agent coding
- 158 System Performance Profiler with Instrumentation agent analysis
- 159 AI E2E Web Testing with YAML Scenarios agent coding
- 160 C Systems Programming Expert agent coding
- 161 Root Cause Code Debugger agent coding
- 162 Multiple Software Interface Designs Generator developer coding
- 163 Codex AI Code Review and Changelog Generator developer coding
- 164 Agent Evaluation Framework Builder agent evaluation
- 165 Hard Bug Diagnosis Discipline agent coding
- 166 Security Audit Fix Commit Reviewer agent security
- 167 Legacy Codebase Modernization Specialist agent coding
- 168 Elixir OTP Systems Expert agent coding
- 169 Domain Model Plan Grilling Interviewer agent planning
- 170 Haskell Advanced Type Systems Expert agent coding
- 171 Log Error Root Cause Detective agent debugging
- 172 Makepad Debugging and Reference Materials agent coding
- 173 Codebase Architecture Deepening Advisor agent coding
- 174 Lightning Channel Factory Implementation Reference agent coding
- 175 Elite Senior Engineer TDD UX Workflow agent coding
- 176 Gemini Elite Coder and UX Validator model coding
- 177 Phase-Gated Debugging Protocol Enforcer agent coding
- 178 PHP Generators Iterators and SPL Expert agent coding
- 179 Pypict Pairwise Test Generation Skill agent coding
- 180 Two-Axis Git Diff Code Reviewer agent coding
- 181 Refactor Plan Interviewer and GitHub Issue Creator agent coding
- 182 Code Review Feedback Reception Protocol agent coding
- 183 Interactive QA GitHub Issue Filer agent operations
- 184 Ruby Metaprogramming and Rails Expert developer coding
- 185 Code Review Subagent Dispatcher agent coding
- 186 Systematic Debugging Process Guide agent coding
- 187 Full Output Enforcement for Code Generation agent coding
- 188 Test-Driven Development Workflow Rules agent coding
- 189 TDD Red-Green-Refactor Workflow Guide agent coding
- 190 Advanced TypeScript Type Safety Expert agent coding
- 191 StyleSeed UX Feedback States agent product
- 192 Verification Before Completion Enforcer agent safety
- 193 UX/UI Principles Agent Skills agent evaluation
- 194 Web Interface Guidelines File Reviewer agent evaluation
- 195 User Story Test Scenario Generator developer testing
- 196 Codebase Architecture Deep Analyzer agent analysis
- 197 Nielsen Heuristics Mobile UX Auditor agent evaluation