resource: prompt-engineering
357 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| multica-ai/andrej-karpathy-skills A single CLAUDE.md configuration file that improves Claude Code's coding behavior, based on Andrej Karpathy's observations about LLM coding… | 50 | 207708 | active |
| anthropics/skills Anthropic's public repository of Agent Skills for Claude—folders of instructions, scripts, and resources that Claude loads dynamically to p… | 61 | 171833 | active |
| f/prompts.chat prompts.chat (formerly Awesome ChatGPT Prompts) is the world's largest open-source, CC0-licensed prompt library for AI models like ChatGPT,… | 76 | 167975 | active |
| msitarzewski/agency-agents A curated collection of specialized AI agent personalities (markdown definitions) that can be installed into tools like Claude Code, Cursor… | 61 | 148224 | active |
| x1xhlol/system-prompts-and-models-of-ai-tools A curated collection of leaked and open-sourced system prompts, internal tools, and AI model specifications from popular AI products like C… | 64 | 143156 | active |
| microsoft/generative-ai-for-beginners A free 21-lesson curriculum from Microsoft teaching how to build applications with generative AI and large language models. It includes Jup… | 73 | 118609 | active |
| dair-ai/Prompt-Engineering-Guide A comprehensive open-source guide by DAIR.AI collecting papers, lessons, notebooks, and resources on prompt engineering, context engineerin… | 63 | 77807 | active |
| openai/openai-cookbook The OpenAI Cookbook is a collection of example code and guides for accomplishing common tasks with the OpenAI API, primarily written as Pyt… | 77 | 75571 | active |
| shanraisshan/claude-code-best-practice A curated guide and reference repository of best practices for Claude Code, covering subagents, commands, skills, and agentic workflows. It… | 61 | 65191 | active |
| asgeirtj/system_prompts_leaks A curated, regularly updated collection of verbatim leaked system prompts from major AI products including ChatGPT, Claude, Gemini, Grok, C… | 64 | 63624 | active |
| PlexPt/awesome-chatgpt-prompts-zh A curated Chinese-language collection of ChatGPT prompts and usage guides covering scenarios like academic writing, translation, marketing … | 67 | 61834 | active |
| anthropics/claude-cookbooks A collection of Jupyter notebook recipes and guides from Anthropic demonstrating effective ways to use the Claude API. It covers capabiliti… | 72 | 52173 | active |
| Lordog/dive-into-llms A free series of hands-on programming tutorials (in Chinese) for getting started with large language models, derived from Shanghai Jiao Ton… | 36 | 50262 | active |
| elder-plinius/CL4R1T4S A curated collection of extracted and leaked system prompts, guidelines, and tool definitions from major AI systems such as ChatGPT, Claude… | 64 | 47163 | active |
| github/awesome-copilot A community-curated collection of custom agents, instructions, skills, hooks, workflows, and plugins for GitHub Copilot, browsable via a co… | 63 | 38283 | active |
| anthropics/prompt-eng-interactive-tutorial Anthropic's official interactive tutorial for prompt engineering with Claude, delivered as Jupyter Notebooks across 9 chapters with exercis… | 56 | 37798 | active |
| Leey21/awesome-ai-research-writing A curated collection of battle-tested prompts and agent skills for AI-assisted academic research writing, sourced from researchers at top l… | 59 | 33365 | active |
| emilkowalski/skills A collection of AI agent skill files (Markdown) by Emil Kowalski that teach coding agents design and animation best practices for building … | 59 | 32804 | active |
| humanlayer/12-factor-agents A guide of twelve principles for building reliable, production-grade LLM-powered agent applications, inspired by 12 Factor Apps. It include… | 39 | 25510 | active |
| agentskills/agentskills Agent Skills is an open specification and documentation for a lightweight, portable format that extends AI agent capabilities using folders… | 59 | 24748 | active |
| datawhalechina/llm-cookbook A Chinese-language LLM developer tutorial based on Andrew Ng's large model course series, translated and adapted by Datawhale. It covers pr… | 32 | 24590 | active |
| NirDiamant/GenAI_Agents A curated collection of 50+ Jupyter notebook tutorials and reference implementations for Generative AI agent techniques, spanning simple co… | 67 | 23996 | active |
| PicoTrex/Awesome-Nano-Banana-images A curated gallery of creative image generation and editing examples (with prompts) produced by Google's Nano Banana / Nano Banana Pro (Gemi… | 43 | 23574 | active |
| 2025Emma/vibe-coding-cn A multilingual guide and workstation for 'vibe coding' — building software by pair programming with AI assistants. It curates practices, wo… | 42 | 22802 | active |
| anthropics/courses Anthropic's official educational courses covering the Claude API, prompt engineering, prompt evaluations, and tool use. Content is delivere… | 47 | 22699 | active |
| freestylefly/awesome-gpt-image-2 A curated prompt engineering library for GPT-Image2 image generation, containing 530+ reverse-engineered cases and 20+ industrial-grade pro… | 59 | 21287 | active |
| elder-plinius/L1B3RT4S A public collection of jailbreak prompts and adversarial attack techniques targeting flagship LLMs, maintained by researcher elder-plinius.… | 55 | 21185 | active |
| muratcankoylan/Agent-Skills-for-Context-Engineering A curated collection of Agent Skills (documentation/playbooks) for context engineering and multi-agent architecture, written in Python and … | 73 | 17838 | active |
| google-gemini/cookbook The Gemini API Cookbook is a collection of Jupyter Notebook quickstarts, tutorials, and examples for using Google's Gemini API and its mode… | 70 | 17703 | active |
| EvoLinkAI/awesome-gpt-image-2-API-and-Prompts A curated awesome-list of 462 GPT Image 2 prompt examples for image generation, editing, design, advertising, and visual experimentation, w… | 56 | 16957 | active |
| hardikpandya/stop-slop A skill file (SKILL.md plus reference documents) that teaches Claude or any LLM to detect and remove AI writing patterns from prose. It inc… | 48 | 16437 | active |
| jujumilk3/leaked-system-prompts A curated collection of leaked system prompts from widely used LLM-based services, with community contributions verified via pull requests … | 69 | 14912 | active |
| travisvn/awesome-claude-skills A curated awesome-list of Claude Skills, resources, and tools for customizing Claude AI workflows, particularly Claude Code. It catalogs of… | 52 | 14834 | active |
| datawhalechina/llm-universe A Chinese-language open-source tutorial from Datawhale that teaches beginner developers how to build LLM applications through a hands-on pe… | 60 | 13863 | active |
| coleam00/context-engineering-intro A template and tutorial repository introducing 'context engineering' - a discipline of providing AI coding assistants with comprehensive co… | 51 | 13800 | active |
| Nano Banana Pro Prompts A large curated open-source library of 10,000+ prompts for Google's Nano Banana Pro (Gemini) AI image generation model, with preview images… | 61 | 13282 | active |
| contains-studio/agents A curated collection of specialized AI agent definition files (markdown prompts) for Claude Code, organized by department such as design, e… | 33 | 12403 | active |
| willwulfken/MidJourney-Styles-and-Keywords-Reference A community-maintained reference guide cataloging styles, keywords, and parameters for use with the MidJourney AI image generator. It inclu… | 30 | 12290 | active |
| EmbraceAGI/awesome-chatgpt-zh A curated Chinese-language guide (awesome list) to ChatGPT and modern large language models, covering prompt engineering, application devel… | 75 | 11660 | active |
| ConardLi/garden-skills A curated collection of production-ready Agent Skills (SKILL.md format) for AI coding agents like Claude Code, Cursor, and Codex, covering … | 75 | 10912 | active |
| LouisShark/chatgpt_system_prompt A curated collection of system prompts extracted from ChatGPT, other AI products, and custom GPTs, along with knowledge about prompt inject… | 71 | 10745 | active |
| ZeroLu/awesome-nanobanana-pro A curated awesome list of prompts, styles, and examples for the Nano Banana Pro (Nano Banana 2) AI image generation model. It collects high… | 61 | 10256 | active |
| alchaincyf/zhangxuefeng-skill An AI agent 'skill' package that encodes the cognitive framework of Zhang Xuefeng, a famous Chinese education and career-planning advisor, … | 59 | 10197 | active |
| ykdojo/claude-code-tips A curated collection of 45+ tips for getting the most out of Claude Code, ranging from basics to advanced workflows, including a custom sta… | 83 | 9947 | active |
| GPTs Prompts Lists A curated list of free GPTs and their leaked system prompts that don't require a ChatGPT Plus subscription, organized by category such as p… | 59 | 9698 | active |
| YouMind-OpenLab/awesome-gpt-image-2 A large curated awesome-list of 2000+ prompts for OpenAI's GPT Image 2 image generation model, with preview images and translations in 16 l… | 59 | 9494 | active |
| jasontang-ai/Context-Engineering A first-principles handbook and course on context engineering — designing, orchestrating, and optimizing the full information payload given… | 49 | 9228 | active |
| liaokongVFX/LangChain-Chinese-Getting-Started-Guide A Chinese-language getting-started tutorial for LangChain, explaining core concepts like loaders, document splitting, vector stores, and ch… | 65 | 9104 | active |
| ai-boost/awesome-prompts A curated awesome-list of ChatGPT prompts from top-rated GPT Store GPTs, organized by domain (coding, DevOps, academic, legal, etc.), plus … | 70 | 8768 | active |
| jamez-bondos/awesome-gpt4o-images A curated awesome-list collection of images and prompts generated by GPT-4o and gpt-image-1, sourced from Twitter/X and the Sora community.… | 30 | 8128 | active |
| microsoft/Mastering-GitHub-Copilot-for-Paired-Programming A multi-module, ~10-hour open course from Microsoft teaching how to use GitHub Copilot as an AI pair-programming partner, including Agent M… | 71 | 8089 | active |
| NirDiamant/Prompt_Engineering A collection of 22 hands-on Jupyter Notebook tutorials covering prompt engineering techniques for large language models, from basic prompt … | 66 | 7818 | active |
| snarktank/ai-dev-tasks A collection of markdown prompt files that structure feature development workflows with AI coding assistants like Claude Code, Amp, and Win… | 42 | 7790 | active |
| android/skills A collection of AI-optimized, modular instruction files (SKILL.md) from Google that ground LLM coding agents in Android development best pr… | 82 | 7000 | active |
| Emily2040/seedance-2.0 A production pipeline and 'Skill OS' for directing Seedance 2.0 quad-modal AI video generation (text, image, video, reference-to-video) wit… | 75 | 6928 | active |
| tw93/Waza Waza is a collection of installable skills that turn common engineering habits into slash-command playbooks for AI coding agents like Claud… | 82 | 6916 | active |
| hijkzzz/Awesome-LLM-Strawberry A curated awesome-list of research papers, blogs, and projects focused on OpenAI o1 (Strawberry) and LLM reasoning techniques like chain-of… | 48 | 6899 | active |
| linexjlin/GPTs A curated collection of leaked system prompts from OpenAI GPTs, gathered from social media, community pull requests, and prompt extraction.… | 27 | 32034 | maintenance |
| MDX-Tom/gpt-5.6-instruct A versioned pack of jailbreak ('armor-breaking') system prompts and regression test sets targeting the gpt-5.6-sol model family in Codex, d… | 77 | 6618 | active |
| Master-cai/Research-Paper-Writing-Skills A curated skill package for AI coding agents (Codex, Claude Code, Gemini) that teaches research paper writing for ML/CV/NLP, adapted from P… | 54 | 6317 | active |
| promptslab/Awesome-Prompt-Engineering A hand-curated awesome-list of prompt engineering and context engineering resources for large language models like GPT, ChatGPT, and PaLM. … | 75 | 6292 | active |
| langgptai/wonderful-prompts A curated collection of hundreds of high-quality Chinese-language prompts for ChatGPT and other LLMs, with illustrated usage examples. It s… | 74 | 6269 | active |
| swyxio/ai-notes A curated collection of notes on the state of the art in AI, focused on generative models and large language models, serving as source mate… | 62 | 6247 | active |
| dontriskit/awesome-ai-system-prompts A curated collection of leaked and documented system prompts from popular AI tools like ChatGPT, Claude, Perplexity, Manus, v0, and Claude … | 51 | 6176 | active |
| heilcheng/awesome-agent-skills A community-curated awesome-list cataloging Agent Skills (SKILL.md files) that teach AI assistants like Claude, Codex, and Copilot new capa… | 49 | 6144 | active |
| VoltAgent/awesome-codex-subagents A curated awesome-list collection of 170+ specialized Codex subagent definitions (TOML files) for OpenAI's Codex CLI, organized into 13 cat… | 56 | 6030 | active |
| drona23/claude-token-efficient A single drop-in CLAUDE.md configuration file that makes Claude Code responses terse and reduces output token usage on heavy workflows. It … | 54 | 5982 | active |
| grapeot/devin.cursorrules A configuration template and toolset that turns Cursor, Windsurf, or GitHub Copilot into a Devin-like agentic AI coding assistant via .curs… | 31 | 5970 | active |
| datawhalechina/vibe-vibe Vibe Vibe is an open-source, systematically structured tutorial teaching AI-assisted 'vibe coding' from zero programming experience to full… | 52 | 5949 | active |
| FlorianBruniaux/claude-code-ultimate-guide A comprehensive open-source guide to Claude Code covering agentic workflows, hooks, skills, MCP servers, security hardening, and production… | 72 | 5820 | active |
| microsoft/promptbase A Microsoft-maintained collection of prompt engineering resources, best practices, and example Python scripts for eliciting top performance… | 26 | 5771 | active |
| MengTo/Skills A curated collection of portable agent skill folders (SKILL.md playbooks) for designers and builders working with AI coding agents like Cod… | 59 | 5471 | active |
| langgptai/awesome-claude-prompts A curated awesome-list collection of prompt examples for Anthropic's Claude AI assistant, including coding prompts, system prompts, and lin… | 73 | 5445 | active |
| 0xeb/TheBigPromptLibrary A curated library of system prompts, custom instructions, jailbreak prompts, and LLM instruction-protection examples from providers like Ch… | 70 | 5328 | active |
| libukai/awesome-agent-skills A curated awesome-list and ultimate guide for Agent Skills, the open specification for packaging domain knowledge and workflows that AI age… | 59 | 5015 | active |
| ahmetbersoz/chatgpt-prompts-for-academic-writing A curated collection of ChatGPT prompts for academic writing tasks such as brainstorming research ideas, drafting paper sections, and condu… | 30 | 4908 | active |
| EnzeD/vibe-coding A community guide (Ultimate Guide to Vibe Coding) teaching how to build games and apps using AI coding agents like Claude Code and Codex CL… | 60 | 4771 | active |
| trigaten/Learn_Prompting Learn Prompting is a free, comprehensive open-source guide and course platform for prompt engineering and generative AI, cited by OpenAI an… | 23 | 4727 | active |
| origin-brain/beat-ai BeatAI is an open-source AI learning resource (with an accompanying website of regularly published articles) that teaches AI fundamentals f… | 76 | 4702 | active |
| afshinea/stanford-cme-295-transformers-large-language-models A multilingual VIP cheatsheet summarizing key concepts from Stanford's CME 295 Transformers & Large Language Models course, distributed as … | 57 | 4656 | active |
| pguso/ai-agents-from-scratch An educational repository teaching how to build AI agents from first principles using local LLMs and node-llama-cpp in JavaScript. It provi… | 59 | 4552 | active |
| serenakeyitan/awesome-notebookLM-prompts A curated collection of field-tested NotebookLM slide-generation prompts for creating presentation-ready decks in various visual styles. It… | 55 | 4546 | active |
| remotion-dev/skills A collection of Agent Skills maintained by Remotion that encode best practices for building programmatic videos with Remotion, installable … | 60 | 4413 | active |
| xai-org/grok-prompts An official xAI repository publishing the system prompts used for the Grok chat assistant, the @grok bot on X, and xAI API safety prefixes.… | 42 | 4391 | active |
| eseckel/ai-for-grant-writing A curated list of resources for using LLMs and AI services to write more competitive grant applications. It collects prompt collections, pr… | 65 | 4186 | active |
| ysymyth/ReAct Reference prompting code for the ICLR 2023 ReAct paper, which synergizes reasoning and acting in language models. It provides Jupyter noteb… | 32 | 4122 | stable |
| didilili/ai-agents-from-zero A comprehensive open-source Chinese-language tutorial and learning roadmap for building AI agents and LLM applications, covering LangChain,… | 55 | 4094 | active |
| zyds/transformers-code A hands-on course repository with Jupyter Notebook code accompanying a video series (on Bilibili and YouTube) for learning Hugging Face Tra… | 29 | 4053 | active |
| google-gemma/cookbook A collection of guides, tutorials, and example notebooks for Google's Gemma family of open models, including variants like CodeGemma, MedGe… | 68 | 3984 | active |
| digitalinnovationone/potencializando-estudos-carreira-com-ia A free course repository from Digital Innovation One teaching how to use AI (chatbots, copilots, and agents) to boost studies and tech care… | 50 | 3964 | active |
| mergisi/awesome-openclaw-agents A curated awesome-list of 200+ production-ready AI agent templates for the OpenClaw ecosystem, each provided as a copy-paste SOUL.md config… | 68 | 3939 | active |
| songguoxs/gpt4o-image-prompts A curated collection of thousands of image-generation prompts for models like Nano Banana Pro, GPT-4o/GPT-5, and Grok, stored as Markdown c… | 47 | 3791 | active |
| tmstack/awesome-persona-skills A curated awesome-list of open-source 'persona skills' for AI agents - reusable prompt/skill packages that distill people (colleagues, boss… | 58 | 3749 | active |
| atfortes/Awesome-LLM-Reasoning A curated awesome-list of papers and resources on unlocking reasoning abilities in large language models and multimodal LLMs, from Chain-of… | 67 | 3675 | active |
| vinvcn/mattpocock-skills-zh-CN A Simplified Chinese localization of mattpocock/skills, a collection of composable agent skills for AI coding agents like Claude Code. It t… | 80 | 3668 | active |
| Acmesec/PromptJailbreakManual A Chinese-language manual (handbook) covering prompt engineering, prompt injection, prompt leaking, and LLM jailbreak techniques, with secu… | 12 | 3608 | active |
| sanjeed5/awesome-cursor-rules-mdc A curated awesome list of Cursor .mdc rule files, paired with a Python generator that creates MDC rule files from a JSON library catalog. I… | 58 | 3569 | active |
| CoPaper.AI Agent Skills A curated collection of 23,000+ AI agent skills for empirical research across 8 social science disciplines, maintained by CoPaper.AI from S… | 67 | 3558 | active |
| filipecalegario/awesome-generative-ai A curated awesome-list of Generative AI tools, models, papers, courses, and references covering text, image, code, and audio generation. It… | 58 | 3527 | active |
| ProfSynapse/Professor-Synapse Professor Synapse is a structured system prompt and self-building skill that turns any LLM chat assistant into a wise guide which summons s… | 95 | 3441 | active |
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