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
- 801 Modern JavaScript Async Programming Expert developer coding
- 802 Dummy Dataset Generator developer coding
- 803 Lambda Labs GPU Cloud Guide developer tool_use
- 804 FastAPI Router Template Generator agent coding
- 805 LlamaIndex RAG Framework Guide developer coding
- 806 Elixir OTP Systems Expert agent coding
- 807 Scientific Computing Resource Detector agent operations
- 808 GPTQ LLM 4-Bit Quantization Guide developer coding
- 809 Domain Model Plan Grilling Interviewer agent planning
- 810 Enginemailer Rube MCP Automation Guide agent tool_use
- 811 Haskell Advanced Type Systems Expert agent coding
- 812 Log Error Root Cause Detective agent debugging
- 813 FigureSpec JSON to SVG Diagram Generator agent image_generation
- 814 SHA-256 Log Integrity Chain Builder developer security
- 815 Claude Code Git Guardrails Setup agent safety
- 816 Expo App Production Deployment Guide agent operations
- 817 JTBD Job Stories Generator agent product
- 818 Expo SDK 55 SwiftUI Integration Guide agent coding
- 819 Filesystem Agent Context Engineering agent tool_use
- 820 Transformer Long Context Extension Guide developer coding
- 821 FluidSim Python CFD Simulation Guide agent coding
- 822 Bold Aesthetic Frontend Interface Builder agent creative
- 823 GeoPandas Geospatial Data Guide agent coding
- 824 Mamba State Space Model Guide developer coding
- 825 Makepad Rust UI Development Skills agent coding
- 826 LLM Knowledge Distillation Implementation Guide developer coding
- 827 SaaS Marketing Ideas Strategist agent marketing
- 828 LangSmith LLM Observability Guide developer evaluation
- 829 Makepad Debugging and Reference Materials agent coding
- 830 Migrate TypeScript Tests to Shoehorn developer coding
- 831 Fluentd Log Forwarding Configuration Guide agent operations
- 832 Modal Serverless GPU ML Guide developer operations
- 833 Bitcoin Lightning Network Protocol Reviewer agent analysis
- 834 Codebase Architecture Deepening Advisor agent coding
- 835 llama.cpp CPU GPU Inference Guide developer tool_use
- 836 Lightning Channel Factory Implementation Reference agent coding
- 837 ARIS Meta-Optimization Log Analyzer agent operations
- 838 LlamaGuard Content Moderation Deployment Guide developer safety
- 839 Latent Briefing KV Cache Compaction agent planning
- 840 Magic UI Variations Generator agent creative
- 841 LLM Pruning with Wanda and SparseGPT agent machine_learning
- 842 MCP Server Development Guide developer coding
- 843 Mixture of Experts Training Guide developer coding
- 844 Miles Enterprise RL Training Guide developer coding
- 845 Minimalist Editorial UI Code Generator agent creative
- 846 Machine Learning Experiment Monitor agent operations
- 847 Monorepo Architecture Setup Advisor agent coding
- 848 NetworkX Python Graph Analysis Toolkit agent coding
- 849 nanoGPT Minimal GPT Training Guide developer coding
- 850 Elite Senior Engineer TDD UX Workflow agent coding
- 851 NeMo Guardrails LLM Safety Setup developer safety
- 852 Multi-Agent Architecture Patterns Guide agent planning
- 853 Agent Memory Architecture Designer agent planning
- 854 Nnsight Remote Model Interpretability Guide developer coding
- 855 Flash Attention PyTorch Optimization Guide developer coding
- 856 PEFT LoRA QLoRA LLM Fine-Tuning Guide developer coding
- 857 Gemini Elite Coder and UX Validator model coding
- 858 NeMo Curator GPU Data Curation Guide developer data_extraction
- 859 Trivy Container Security Scanning Guide agent security
- 860 Supply Chain Attack Simulation Detector agent security
- 861 PennyLane Quantum ML Library Guide developer coding
- 862 Phoenix AI Observability Platform Guide developer tool_use
- 863 Kubernetes Container Escape Detection Auditor security professional security
- 864 Rails 8 Project Generator with Inertia React agent coding
- 865 Phase-Gated Debugging Protocol Enforcer agent coding
- 866 Conference Paper to Slides Generator researcher writing
- 867 Polars DataFrame Library Reference agent coding
- 868 PHP Generators Iterators and SPL Expert agent coding
- 869 Payment Integration Specialist Guide agent finance
- 870 Qdrant Vector Similarity Search Guide agent tool_use
- 871 PyTorch Lightning Training Workflows Guide developer coding
- 872 Pinecone Vector Database Python Guide developer tool_use
- 873 SaaS Pricing Strategy Advisor agent sales
- 874 Ray Data ML Processing Guide developer coding
- 875 BitsAndBytes LLM Quantization Workflows developer coding
- 876 Pypict Pairwise Test Generation Skill agent coding
- 877 Two-Axis Git Diff Code Reviewer agent coding
- 878 Refactor Plan Interviewer and GitHub Issue Creator agent coding
- 879 RWKV Architecture Guide with Code Examples developer coding
- 880 LLM Project Pipeline Development Methodology agent planning
- 881 Pydantic Multi-Model API Generator developer coding
- 882 Senior Product Manager Skills Agent agent product
- 883 React Flow Node Component Creator developer coding
- 884 Code Review Feedback Reception Protocol agent coding
- 885 Interactive QA GitHub Issue Filer agent operations
- 886 Throwaway Prototype Builder for Logic or UI agent coding
- 887 Prompt Injection Jailbreak Detector developer security
- 888 Ray Train Distributed Training Workflows developer coding
- 889 Release Notes from Tickets and Changelogs agent writing
- 890 Pyvene Causal Interventions Guide developer analysis
- 891 Ruby Metaprogramming and Rails Expert developer coding
- 892 AI Agent Reasoning Trace Optimizer agent evaluation
- 893 Sprint Retrospective Facilitator agent operations
- 894 Segment Anything Model User Guide developer other
- 895 Code Review Subagent Dispatcher agent coding
- 896 SentencePiece Tokenizer Training Guide developer coding
- 897 Sentence Transformers Embeddings Usage Guide developer coding
- 898 RingCentral Automation Status Guide agent tool_use
- 899 Husky Pre-Commit Hooks Setup Guide developer coding
- 900 Documentation to Claude AI Skills Converter agent tool_use