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 prompt_type: skill
# PROMPT CATEGORY
- 1101Stable Baselines3 RL Training Guideagentcoding
- 1102Stitch Semantic Design System Generatoragentcreative
- 1103Stakeholder Power Interest Grid Mappergeneral userplanning
- 1104RSVP Speed Reader Launcheragenttool_use
- 1105Structured Meeting Summary Generatoragentsummarization
- 1106Stable Diffusion Diffusers Image Generation Guideagentimage_generation
- 1107Subagent-Driven Development Executoragentplanning
- 1108SHAP Model Interpretability Guideagentanalysis
- 1109Customer Interview JTBD Summary Generatoragentresearch
- 1110Patent Specification Section Writeragentlegal
- 1111Slime RL Post-Training Framework Guidedevelopercoding
- 1112Startup Canvas Product Strategistexecutiveproduct
- 1113Systematic Debugging Process Guideagentcoding
- 1114Statsmodels Python Statistical Modeling Guideagentcoding
- 1115Knowledge Source to AI Skill Builderagenttool_use
- 1116Claude Superpowers Lab Environment Guideagentother
- 1117Full Output Enforcement for Code Generationagentcoding
- 1118TensorRT-LLM Inference Optimization Guidedevelopercoding
- 1119SymPy Symbolic Mathematics Guideagentcoding
- 1120Tavily Web Search Skill Guideagenttool_use
- 1121Plan to Vertical Slice Issuesagentplanning
- 1122Programmatic SEO Analysis Planneranalystmarketing
- 1123Product SWOT Analysis Generatoragentanalysis
- 1124SAELens Sparse Autoencoder Training Guideagentresearch
- 1125Supply Chain Dependency Risk Auditoragentsecurity
- 1126Artifact Theme Selection and Applicationagentcreative
- 1127Code Change State Machine Trackeragentcoding
- 1128SEO Image Audit and Optimization Guideagentseo
- 1129Threat Modeling Security Expertagentsecurity
- 1130SEO Sitemap Analyzer and Generatoragentmarketing
- 1131System Performance Profiling Assistantagentanalysis
- 1132Test-Driven Development Workflow Rulesagentcoding
- 1133TDD Red-Green-Refactor Workflow Guideagentcoding
- 1134TransformerLens Mechanistic Interpretability Guidedevelopercoding
- 1135Claude Code Model Router with Cost Loggingagenttool_use
- 1136Natural Language SQL Query Generatoranalystcoding
- 1137Conversation Context PRD Synthesizeragentplanning
- 1138Service Mesh Architecture Expertagentoperations
- 1139TileDB-VCF Genomic Variant Data Handlerdeveloperanalysis
- 1140Codex Training Metrics Monitoragentoperations
- 1141Agile User Stories Generator with 3Csagentproduct
- 1142Torchforge PyTorch RL Training Guidedevelopercoding
- 1143Hugging Face Transformers Library Guideagentcoding
- 1144Issue Triage State Machineagentoperations
- 1145Statistical Test Selection and APA Reportinganalystanalysis
- 1146UI/UX Design Intelligence Guideagentproduct
- 1147Git Worktree Isolated Workspace Setupagentoperations
- 1148JTBD Value Proposition Designerproduct managerproduct
- 1149Agent Tool Design Principlesagenttool_use
- 1150UI Interface Building Constraints Guideagentproduct
- 1151Superpowers Skill Invocation Protocolagenttool_use
- 1152Behavioral User Segmentation Analystagentanalysis
- 1153UMAP-Learn Dimensionality Reduction Guidedeveloperanalysis
- 1154Advanced TypeScript Type Safety Expertagentcoding
- 1155Vaex Large Dataset Analysis Skilldeveloperanalysis
- 1156Value Proposition Statements Generatormodelmarketing
- 1157DDD Ubiquitous Language Glossary Extractoragentanalysis
- 1158StyleSeed UX Flow Designeragentproduct
- 1159Vexor Semantic File Search Skillagenttool_use
- 1160StyleSeed UX Feedback Statesagentproduct
- 1161Secure Environment Variable Management Skillagentsecurity
- 1162Verification Before Completion Enforceragentsafety
- 1163AI Marketing Video Produceragentcreative
- 1164Web Artifacts Builder Instructionsagentcoding
- 1165UX/UI Principles Agent Skillsagentevaluation
- 1166What-If Scenario Analysis Oracleagentplanning
- 1167Wave Accounting Integration Statusagentfinance
- 1168Viboscope Psychometric Compatibility Matcheragentpersonal_assistant
- 1169Verl RL Training Guide for LLMsdevelopercoding
- 1170Web Interface Guidelines File Revieweragentevaluation
- 1171Unsplash Photography Integration Workflowagenttool_use
- 1172User Story Test Scenario Generatordevelopertesting
- 1173Git Changelog Generatoragentcoding
- 1174Playwright Local Webapp Testing Scriptsagenttesting
- 1175Vector Database Engineer for RAG Systemsagentcoding
- 1176Codebase Wiki Catalogue Generatoragentcoding
- 1177Whisper Speech Recognition Model Guidedevelopertool_use
- 1178Technical Wiki Page Documentation Writeragentwriting
- 1179Codebase Architecture Deep Analyzeragentanalysis
- 1180StyleSeed UI Design Token Manageragentproduct
- 1181Vizcom Product Sketch Rendereragentimage_generation
- 1182TDD Implementation Plan Writeragentplanning
- 1183Zustand TypeScript Store Generatordevelopercoding
- 1184WWA Product Backlog Item Creatoragentplanning
- 1185Research Data User Persona Creatoragentproduct
- 1186Agent Skill Writing Guideagentoperations
- 1187Codebase Wiki Question Answeringagentanalysis
- 1188PyTorch Geometric GNN Implementation Guideagentcoding
- 1189Conversational Markdown Article Shaperagentwriting
- 1190Article Beats Journey Writerwriterwriting
- 1191Zoho Desk Automation Statusagentcustomer_support
- 1192Nielsen Heuristics Mobile UX Auditoragentevaluation
- 1193x402 Express USDC Payment Middlewareagenttool_use
- 1194Code Zoom-Out Module Mapperagentcoding
- 1195Zarr Python Chunked Arrays Guideagentcoding
- 1196Systems Paper Paragraph Blueprintagentwriting
- 1197XLSX File Creation and Analysis Standardsagentdata_extraction
- 1198Writing Fragments Grilling Sessionwriterwriting
- 1199X Twitter Article Publisher Skillagentmarketing
- 1200TDD Skill Authoring Methodologyagentwriting