Prompts
AI Prompt 模板和系统提示词合集
经过验证的 Prompt 模板：编程、写作、分析等场景，可直接复制或一键安装。
LLM Wiki Memory Upgrade Prompt
One-click prompt to upgrade your AI agent memory system to Karpathy LLM Wiki pattern. Send to Claude Code / Cursor / Windsurf — auto audits, compiles fragments, resolves contradictions, builds structured wiki.
Awesome Cursor Rules — AI Coding Standards for 30+ Stacks
Curated .cursorrules files for 30+ tech stacks. Drop into your project root so Cursor AI follows your coding standards automatically.
Mr. Ranedeer — Personalized AI Tutor Prompt
GPT-4 system prompt that creates a personalized AI tutor. Adapts to your learning level, language, and style. Used by 30K+ learners.
Awesome AI Agents 2026 — 340+ Tools Directory
The most comprehensive directory of AI agents, frameworks, and tools in 2026. Covers 340+ resources across 20+ categories from coding agents to voice AI, updated monthly.
Awesome Prompt Engineering — Papers, Tools & Courses
Hand-curated collection of 60+ papers, 50+ tools, benchmarks, and courses for prompt engineering and context engineering. Covers CoT, RAG, agents, security, and multimodal. Apache 2.0.
Prompt Engineering Techniques — 20+ Methods
Comprehensive prompt engineering collection with 20+ techniques. 7.3K+ stars. Chain-of-Thought, ReAct, Tree-of-Thought, runnable notebooks.
Best of MCP Servers — 450 Ranked MCP Servers
A weekly-updated ranked directory of 450 MCP servers across 34 categories with quality scores based on GitHub stars, contributors, and activity. Find the best MCP server for any use case.
Morphic — Open-Source AI Answer Engine
Perplexity-style AI search with generative UI. Multiple LLM and search providers. Self-hostable with Next.js. 8.7K+ stars.
OpenAI Cookbook — Official Prompting Guides
Official prompting guides from OpenAI: GPT-5.2, Codex, Meta Prompting, and Realtime API guides. The definitive reference for OpenAI model optimization.
Awesome Claude Skills — 50+ Verified Agent Skills
Curated collection of 50+ verified Claude skills across 11 categories: document processing, testing, debugging, security, media creation, data analysis, and meta skills. Community-driven, MIT license.
Cursor AI Tips — Reddit Wisdom & Best Practices
Comprehensive Cursor AI guide with keyboard shortcuts, Composer mode tips, .cursorrules examples, Max Mode pricing strategies, model benchmarks, and safety protocols. Curated from Reddit community.
Awesome LLM Apps — 50+ AI App Recipes with Source Code
Curated collection of 50+ production-ready AI application examples with full source code. RAG chatbots, AI agents, multi-model apps, and more. Each recipe is a complete, runnable project. 6,000+ stars.
Claude Code Prompts — 26 Agent Prompt Templates
Independently authored collection of 26 prompt templates for AI coding agents — system prompts, tool routing, agent delegation, memory management, and multi-agent coordination patterns. MIT license.
Why Use Prompt Templates?
Well-crafted prompts dramatically improve AI output quality. TokRepo curates battle-tested prompt templates that have been validated by the community for real-world use cases.
Categories
Our prompt collection covers coding assistance, technical writing, data analysis, research synthesis, marketing copy, and more.