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
- 1Context7 Library Documentation Expertdevelopercoding
- 2Codebase Onboarding Guide Generatordevelopercoding
- 3Code Analysis Onboarding Documentation Generatordeveloperanalysis
- 4Sentry Bug Fixer Expertdevelopercoding
- 5UiPath XAML Code Review Specialistdevelopercoding
- 6Distributed Software Architecture Sparring Partnerdevelopercoding
- 7Senior Software Engineer Code Copilotdevelopercoding
- 8Secure User Login Code Generatordevelopercoding
- 9Comprehensive PHP Codebase Reviewerdeveloperanalysis
- 10Comprehensive TypeScript Codebase Reviewerdevelopercoding
- 11JavaScript Code Review Expertdevelopercoding
- 12Code Improvement and Refactoring Suggesterdevelopercoding
- 13SPA Frontend Debugger Expertdevelopercoding
- 14GitHub Repository Analystdeveloperanalysis
- 15Customizable Code Review Specialistdevelopercoding
- 16Cybersecurity Viral Tool Architectdevelopersecurity
- 17CLAUDE.md File Generator for AI Codersdevelopercoding
- 18Transition Draft PR to Ready for Reviewdevelopercoding
- 19Turkish Principal Code Architecture Reviewerdevelopercoding
- 20Test-First Bug Fix Implementerdevelopercoding
- 21Senior Python Code Reviewerdevelopercoding
- 22Spring Boot SOLID Architect Specialistdevelopercoding
- 23Vitest TypeScript Unit Test Guidedevelopercoding
- 24prompts.chat Project Taste Guidelinesdevelopercoding
- 25Structured Cross-Language Code Translatordevelopercoding
- 26Dead-Code Audit Triage and Cleanup Plannerdeveloperanalysis
- 27Pytest Unit Test Suite Generatordevelopercoding
- 28Next.js Best Practices Guidelinesdevelopercoding
- 29Playwright Web App Testing Toolkitdeveloperoperations
- 30Codebase Design System Forensic Auditordeveloperdata_extraction
- 31Web Launch Readiness Checklist Generatordeveloperoperations
- 32Web App Enhancement Development Plan Generatordeveloperplanning
- 33REST GraphQL gRPC API Designerdeveloperapi_design
- 34Design System Drift Auditordeveloperanalysis
- 35Multi-Layer Data Validation Implementerdevelopersecurity
- 36Software Optimization Auditordevelopercoding
- 37API Performance Load Chaos Testing Expertdeveloperoperations
- 38WCAG Web Accessibility Auditordeveloperevaluation
- 39Test Results Analyzer for CI/CD Quality Insightsdeveloperanalysis
- 40Comprehensive Test Suite Engineerdevelopercoding
- 41Polyglot Code Formatter Configuratordevelopercoding
- 42Git Workflow Expert Task Managerdevelopercoding
- 43Performance Optimization Workflow Specialistdevelopercoding
- 44Risk-Based Quality Test Strategy Architectdevelopersoftware_testing
- 45Java Data Access Best Practices Checklistdevelopercoding
- 46TypeScript Type System Architectdevelopercoding
- 47Error Handling Logging Resilience Specialistdevelopercoding
- 48Structured Code Security and Quality Reviewerdevelopercoding
- 49DevOps Dependency Manager and Auditordeveloperoperations
- 50Next.js UI/UX Architecture Reviewerdeveloperanalysis
- 51Terraform Module Design Expertdevelopercoding
- 52App Code Reviewer for Security Localization Simplificationdevelopercoding
- 53Astro v6 Strict Architecture Rulesdevelopercoding
- 54LazyVim Cloud Engineering Configuratordevelopercoding
- 55Code Refactoring Expert with Checklistsdevelopercoding
- 56CLI Project Tooling Standards Guidedevelopercoding
- 57Iterative App Improvement Analystdevelopercoding
- 58Stylelint Plugin Architect Instructionsdevelopercoding
- 59Professional Code Review Expertdevelopercoding
- 60Flutter Map SDK Layer Bug Fixerdevelopercoding
- 61Multi-Language Code Reviewerdevelopercoding
- 62WCAG 2.2 Website Accessibility Auditordeveloperanalysis
- 63Conventional Commit Message Generatordevelopercoding
- 64Conventional Git Commit Message Generatordevelopercoding
- 65Test Cases and Code Generator Tutordevelopercoding
- 66React JavaScript Code Reviewerdevelopercoding
- 67C Process Memory Profiler Developerdevelopercoding
- 68Expert Code Review Agentdevelopercoding
- 69Django Viewset Unit Test Generatordevelopercoding
- 70Comprehensive Repository Bug Analysis and Fixerdevelopercoding
- 71Python Algo Trading QA Testerdevelopercoding
- 72HTS Veri Analiz Portal Developerdevelopercoding
- 73JavaScript Codebase Continuation Assistantdevelopercoding
- 74C# SOAP API Large Data Optimizerdevelopercoding
- 75Go Programming Expert Assistantdevelopercoding
- 76Git Diff Code Review Analyzerdevelopercoding
- 77GitHub Repository Code Tutordevelopercoding
- 78Pull Request Security Reviewerdevelopercoding
- 79Code Review Assistant for Errors and Optimizationsdevelopercoding
- 80.NET Enterprise API Project Analyzerdeveloperanalysis
- 81Code Directory Structure Explainerdeveloperanalysis
- 82Java Spring MVC SOLID Architecture Guidedevelopercoding
- 83AST-Grep Code Analysis Superpowerdevelopercoding
- 84Supabase Edge Functions Mobile Performance Auditordeveloperanalysis
- 85WCAG Web Accessibility Auditor Remediatordeveloperevaluation
- 86WCAG Accessibility Testing Remediatordeveloperevaluation
- 87Bug Discovery Code Analyzerdevelopercoding
- 88Code Review Expert for Quality and Securitydevelopercoding
- 89Node.js Express File Analysis API Expertdevelopercoding
- 90GitHub Repository Best Practices Analyzerdeveloperanalysis
- 91Codex AI Code Review with Changelogdevelopercoding
- 92Codex AI Code Review with Changelogdevelopercoding
- 93Modern JavaScript Async Programming Expertdevelopercoding
- 94Haskell Advanced Type Systems Expertdevelopercoding
- 95TypeScript Advanced Types Expertdevelopercoding
- 96Enterprise TypeScript Type Safety Expertdevelopercoding
- 97Multiple Software Interface Designs Generatordevelopercoding
- 98Codex AI Code Review and Changelog Generatordevelopercoding
- 99Ruby Metaprogramming and Rails Expertdevelopercoding
- 100User Story Test Scenario Generatordevelopertesting