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 domain: software_engineering
# PROMPT CATEGORY
- 901 SGLang LLM Serving Framework Guide developer tool_use
- 902 Repo Agent Skills Configuration Setup agent operations
- 903 SimPO Preference Optimization Training Guide developer machine_learning
- 904 Speculative Decoding for LLM Inference agent coding
- 905 SimPy Discrete-Event Simulation Guide agent coding
- 906 Agile Sprint Capacity Planner project manager planning
- 907 Stable Diffusion Diffusers Image Generation Guide agent image_generation
- 908 Subagent-Driven Development Executor agent planning
- 909 Slime RL Post-Training Framework Guide developer coding
- 910 Systematic Debugging Process Guide agent coding
- 911 Knowledge Source to AI Skill Builder agent tool_use
- 912 TensorRT-LLM Inference Optimization Guide developer coding
- 913 SymPy Symbolic Mathematics Guide agent coding
- 914 Plan to Vertical Slice Issues agent planning
- 915 SAELens Sparse Autoencoder Training Guide agent research
- 916 Supply Chain Dependency Risk Auditor agent security
- 917 Code Change State Machine Tracker agent coding
- 918 System Performance Profiling Assistant agent analysis
- 919 Test-Driven Development Workflow Rules agent coding
- 920 TDD Red-Green-Refactor Workflow Guide agent coding
- 921 Claude Code Model Router with Cost Logging agent tool_use
- 922 Natural Language SQL Query Generator analyst coding
- 923 Conversation Context PRD Synthesizer agent planning
- 924 Service Mesh Architecture Expert agent operations
- 925 Codex Training Metrics Monitor agent operations
- 926 Agile User Stories Generator with 3Cs agent product
- 927 Torchforge PyTorch RL Training Guide developer coding
- 928 Hugging Face Transformers Library Guide agent coding
- 929 Issue Triage State Machine agent operations
- 930 UI/UX Design Intelligence Guide agent product
- 931 Git Worktree Isolated Workspace Setup agent operations
- 932 Agent Tool Design Principles agent tool_use
- 933 UI Interface Building Constraints Guide agent product
- 934 UMAP-Learn Dimensionality Reduction Guide developer analysis
- 935 Advanced TypeScript Type Safety Expert agent coding
- 936 DDD Ubiquitous Language Glossary Extractor agent analysis
- 937 StyleSeed UX Flow Designer agent product
- 938 Vexor Semantic File Search Skill agent tool_use
- 939 StyleSeed UX Feedback States agent product
- 940 Secure Environment Variable Management Skill agent security
- 941 Verification Before Completion Enforcer agent safety
- 942 Web Artifacts Builder Instructions agent coding
- 943 Verl RL Training Guide for LLMs developer coding
- 944 Web Interface Guidelines File Reviewer agent evaluation
- 945 User Story Test Scenario Generator developer testing
- 946 Git Changelog Generator agent coding
- 947 Playwright Local Webapp Testing Scripts agent testing
- 948 Vector Database Engineer for RAG Systems agent coding
- 949 Codebase Wiki Catalogue Generator agent coding
- 950 Whisper Speech Recognition Model Guide developer tool_use
- 951 Technical Wiki Page Documentation Writer agent writing
- 952 Codebase Architecture Deep Analyzer agent analysis
- 953 StyleSeed UI Design Token Manager agent product
- 954 TDD Implementation Plan Writer agent planning
- 955 Zustand TypeScript Store Generator developer coding
- 956 WWA Product Backlog Item Creator agent planning
- 957 Codebase Wiki Question Answering agent analysis
- 958 PyTorch Geometric GNN Implementation Guide agent coding
- 959 Nielsen Heuristics Mobile UX Auditor agent evaluation
- 960 x402 Express USDC Payment Middleware agent tool_use
- 961 Code Zoom-Out Module Mapper agent coding
- 962 Zarr Python Chunked Arrays Guide agent coding
- 963 Systems Paper Paragraph Blueprint agent writing