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
- 1DevRel Software Package Analyzermodelresearch
- 2Context7 Library Documentation Expertdevelopercoding
- 3Codebase Onboarding Guide Generatordevelopercoding
- 4Spanish Python Code Auditor and Refactorermodelcoding
- 5Code Analysis Onboarding Documentation Generatordeveloperanalysis
- 6Conventional Git Commit Guidelines for AImodelcoding
- 7Sentry Bug Fixer Expertdevelopercoding
- 8UiPath XAML Code Review Specialistdevelopercoding
- 9Test Writer-Fixer Agentmodelcoding
- 10Distributed Software Architecture Sparring Partnerdevelopercoding
- 11Strict Full-Stack Engineer Repo Rulesmodelcoding
- 12Senior Software Engineer Code Copilotdevelopercoding
- 13Secure User Login Code Generatordevelopercoding
- 14Comprehensive PHP Codebase Reviewerdeveloperanalysis
- 15Comprehensive TypeScript Codebase Reviewerdevelopercoding
- 16JavaScript Code Review Expertdevelopercoding
- 17Code Improvement and Refactoring Suggesterdevelopercoding
- 18SPA Frontend Debugger Expertdevelopercoding
- 19GitHub Repository Analystdeveloperanalysis
- 20Code Recon Source Code Auditormodelcoding
- 21Customizable Code Review Specialistdevelopercoding
- 22Cybersecurity Viral Tool Architectdevelopersecurity
- 23CLAUDE.md File Generator for AI Codersdevelopercoding
- 24Transition Draft PR to Ready for Reviewdevelopercoding
- 25Xcode MCP Usage Guidelinesagenttool_use
- 26Turkish Principal Code Architecture Reviewerdevelopercoding
- 27Test-First Bug Fix Implementerdevelopercoding
- 28Senior Software Engineer Architect Rulesmodelcoding
- 29Senior Python Code Reviewerdevelopercoding
- 30Antigravity Secure Coding Workflow Rulesmodelcoding
- 31Spring Boot SOLID Architect Specialistdevelopercoding
- 32Repository Performance Audit Engineermodelevaluation
- 33Vitest TypeScript Unit Test Guidedevelopercoding
- 34prompts.chat Project Taste Guidelinesdevelopercoding
- 35Structured Cross-Language Code Translatordevelopercoding
- 36Dead-Code Audit Triage and Cleanup Plannerdeveloperanalysis
- 37Pytest Unit Test Suite Generatordevelopercoding
- 38Next.js Best Practices Guidelinesdevelopercoding
- 39Code Review Specialistmodelcoding
- 40Playwright Web App Testing Toolkitdeveloperoperations
- 41Codebase Design System Forensic Auditordeveloperdata_extraction
- 42Web Launch Readiness Checklist Generatordeveloperoperations
- 43Web UI QA Audit Specialistmodelevaluation
- 44Web App Enhancement Development Plan Generatordeveloperplanning
- 45REST GraphQL gRPC API Designerdeveloperapi_design
- 46Design System Drift Auditordeveloperanalysis
- 47Multi-Layer Data Validation Implementerdevelopersecurity
- 48Software Optimization Auditordevelopercoding
- 49API Performance Load Chaos Testing Expertdeveloperoperations
- 50WCAG Web Accessibility Auditordeveloperevaluation
- 51Test Results Analyzer for CI/CD Quality Insightsdeveloperanalysis
- 52Repo Workflow AGENTS.md Editoragentworkflow
- 53Comprehensive Test Suite Engineerdevelopercoding
- 54Polyglot Code Formatter Configuratordevelopercoding
- 55Git Workflow Expert Task Managerdevelopercoding
- 56Performance Optimization Workflow Specialistdevelopercoding
- 57Risk-Based Quality Test Strategy Architectdevelopersoftware_testing
- 58Task-Oriented Code Review Expertmodelcoding
- 59Java Data Access Best Practices Checklistdevelopercoding
- 60Forensic UI Design Systems Auditormodelanalysis
- 61Repository Codebase Indexer Generatormodelanalysis
- 62TypeScript Type System Architectdevelopercoding
- 63Error Handling Logging Resilience Specialistdevelopercoding
- 64Post-Implementation Software Self-Audit Generatormodeloperations
- 65Structured Code Security and Quality Reviewerdevelopercoding
- 66DevOps Dependency Manager and Auditordeveloperoperations
- 67Next.js UI/UX Architecture Reviewerdeveloperanalysis
- 68Terraform Module Design Expertdevelopercoding
- 69App Code Reviewer for Security Localization Simplificationdevelopercoding
- 70Bug Risk Analyst for Code Changesmodelanalysis
- 71Astro v6 Strict Architecture Rulesdevelopercoding
- 72LazyVim Cloud Engineering Configuratordevelopercoding
- 73Code Refactoring Expert with Checklistsdevelopercoding
- 74CLI Project Tooling Standards Guidedevelopercoding
- 75Iterative App Improvement Analystdevelopercoding
- 76Karpathy LLM Coding Guidelinesmodelcoding
- 77Stylelint Plugin Architect Instructionsdevelopercoding
- 78Professional Code Review Expertdevelopercoding
- 79Flutter Map SDK Layer Bug Fixerdevelopercoding
- 80Multi-Language Code Reviewerdevelopercoding
- 81WCAG 2.2 Website Accessibility Auditordeveloperanalysis
- 82Software QA Tester for Login Functionalitymodelevaluation
- 83Conventional Commit Message Generatordevelopercoding
- 84Conventional Git Commit Message Generatordevelopercoding
- 85Test Cases and Code Generator Tutordevelopercoding
- 86React JavaScript Code Reviewerdevelopercoding
- 87C Process Memory Profiler Developerdevelopercoding
- 88Expert Code Review Agentdevelopercoding
- 89Django Viewset Unit Test Generatordevelopercoding
- 90Ultrathinker Deep Reasoning Coding Workflowmodelcoding
- 91Comprehensive Repository Bug Analysis and Fixerdevelopercoding
- 92Python Algo Trading QA Testerdevelopercoding
- 93HTS Veri Analiz Portal Developerdevelopercoding
- 94JavaScript Codebase Continuation Assistantdevelopercoding
- 95C# SOAP API Large Data Optimizerdevelopercoding
- 96Comprehensive Codebase Bug Analysis and Fixeragentanalysis
- 97Go Programming Expert Assistantdevelopercoding
- 98AI Computer Vision Algorithm Analyzermodelanalysis
- 99Git Diff Code Review Analyzerdevelopercoding
- 100GitHub Repository Code Tutordevelopercoding