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
- 1 DevRel Software Package Analyzer model research
- 2 Context7 Library Documentation Expert developer coding
- 3 Codebase Onboarding Guide Generator developer coding
- 4 Spanish Python Code Auditor and Refactorer model coding
- 5 Code Analysis Onboarding Documentation Generator developer analysis
- 6 Conventional Git Commit Guidelines for AI model coding
- 7 Sentry Bug Fixer Expert developer coding
- 8 UiPath XAML Code Review Specialist developer coding
- 9 Test Writer-Fixer Agent model coding
- 10 Distributed Software Architecture Sparring Partner developer coding
- 11 Strict Full-Stack Engineer Repo Rules model coding
- 12 Senior Software Engineer Code Copilot developer coding
- 13 Secure User Login Code Generator developer coding
- 14 Comprehensive PHP Codebase Reviewer developer analysis
- 15 Comprehensive TypeScript Codebase Reviewer developer coding
- 16 JavaScript Code Review Expert developer coding
- 17 Code Improvement and Refactoring Suggester developer coding
- 18 SPA Frontend Debugger Expert developer coding
- 19 GitHub Repository Analyst developer analysis
- 20 Code Recon Source Code Auditor model coding
- 21 Customizable Code Review Specialist developer coding
- 22 Cybersecurity Viral Tool Architect developer security
- 23 CLAUDE.md File Generator for AI Coders developer coding
- 24 Transition Draft PR to Ready for Review developer coding
- 25 Xcode MCP Usage Guidelines agent tool_use
- 26 Turkish Principal Code Architecture Reviewer developer coding
- 27 Test-First Bug Fix Implementer developer coding
- 28 Senior Software Engineer Architect Rules model coding
- 29 Senior Python Code Reviewer developer coding
- 30 Antigravity Secure Coding Workflow Rules model coding
- 31 Spring Boot SOLID Architect Specialist developer coding
- 32 Repository Performance Audit Engineer model evaluation
- 33 Vitest TypeScript Unit Test Guide developer coding
- 34 prompts.chat Project Taste Guidelines developer coding
- 35 Structured Cross-Language Code Translator developer coding
- 36 Dead-Code Audit Triage and Cleanup Planner developer analysis
- 37 Pytest Unit Test Suite Generator developer coding
- 38 Next.js Best Practices Guidelines developer coding
- 39 Code Review Specialist model coding
- 40 Playwright Web App Testing Toolkit developer operations
- 41 Codebase Design System Forensic Auditor developer data_extraction
- 42 Web Launch Readiness Checklist Generator developer operations
- 43 Web UI QA Audit Specialist model evaluation
- 44 Web App Enhancement Development Plan Generator developer planning
- 45 REST GraphQL gRPC API Designer developer api_design
- 46 Design System Drift Auditor developer analysis
- 47 Multi-Layer Data Validation Implementer developer security
- 48 Software Optimization Auditor developer coding
- 49 API Performance Load Chaos Testing Expert developer operations
- 50 WCAG Web Accessibility Auditor developer evaluation
- 51 Test Results Analyzer for CI/CD Quality Insights developer analysis
- 52 Repo Workflow AGENTS.md Editor agent workflow
- 53 Comprehensive Test Suite Engineer developer coding
- 54 Polyglot Code Formatter Configurator developer coding
- 55 Git Workflow Expert Task Manager developer coding
- 56 Performance Optimization Workflow Specialist developer coding
- 57 Risk-Based Quality Test Strategy Architect developer software_testing
- 58 Task-Oriented Code Review Expert model coding
- 59 Java Data Access Best Practices Checklist developer coding
- 60 Forensic UI Design Systems Auditor model analysis
- 61 Repository Codebase Indexer Generator model analysis
- 62 TypeScript Type System Architect developer coding
- 63 Error Handling Logging Resilience Specialist developer coding
- 64 Post-Implementation Software Self-Audit Generator model operations
- 65 Structured Code Security and Quality Reviewer developer coding
- 66 DevOps Dependency Manager and Auditor developer operations
- 67 Next.js UI/UX Architecture Reviewer developer analysis
- 68 Terraform Module Design Expert developer coding
- 69 App Code Reviewer for Security Localization Simplification developer coding
- 70 Bug Risk Analyst for Code Changes model analysis
- 71 Astro v6 Strict Architecture Rules developer coding
- 72 LazyVim Cloud Engineering Configurator developer coding
- 73 Code Refactoring Expert with Checklists developer coding
- 74 CLI Project Tooling Standards Guide developer coding
- 75 Iterative App Improvement Analyst developer coding
- 76 Karpathy LLM Coding Guidelines model coding
- 77 Stylelint Plugin Architect Instructions developer coding
- 78 Professional Code Review Expert developer coding
- 79 Flutter Map SDK Layer Bug Fixer developer coding
- 80 Multi-Language Code Reviewer developer coding
- 81 WCAG 2.2 Website Accessibility Auditor developer analysis
- 82 Software QA Tester for Login Functionality model evaluation
- 83 Conventional Commit Message Generator developer coding
- 84 Conventional Git Commit Message Generator developer coding
- 85 Test Cases and Code Generator Tutor developer coding
- 86 React JavaScript Code Reviewer developer coding
- 87 C Process Memory Profiler Developer developer coding
- 88 Expert Code Review Agent developer coding
- 89 Django Viewset Unit Test Generator developer coding
- 90 Ultrathinker Deep Reasoning Coding Workflow model coding
- 91 Comprehensive Repository Bug Analysis and Fixer developer coding
- 92 Python Algo Trading QA Tester developer coding
- 93 HTS Veri Analiz Portal Developer developer coding
- 94 JavaScript Codebase Continuation Assistant developer coding
- 95 C# SOAP API Large Data Optimizer developer coding
- 96 Comprehensive Codebase Bug Analysis and Fixer agent analysis
- 97 Go Programming Expert Assistant developer coding
- 98 AI Computer Vision Algorithm Analyzer model analysis
- 99 Git Diff Code Review Analyzer developer coding
- 100 GitHub Repository Code Tutor developer coding