resource: prompt-engineering
357 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| MIATECHPARTNERS/PromptChains A curated collection of prompt chains (tilde-separated prompt sequences) designed to be pasted into the ChatGPT Queue browser extension for… | 24 | 1216 | active |
| datawhalechina/agentic-ai A Chinese-language tutorial project translating and organizing Andrew Ng's Agentic AI course series from DeepLearning.AI. It provides bilin… | 55 | 1215 | active |
| thu-coai/Safety-Prompts A dataset of 100k Chinese safety prompts with ChatGPT responses covering typical unsafe scenarios and instruction attacks, for evaluating a… | 30 | 1214 | stable |
| ShadowHackrs/Jailbreaks-GPT-Gemini-deepseek- A curated collection of jailbreak prompts targeting GPT, Sora, Claude, Gemini, and DeepSeek, claimed to bypass model safety restrictions. I… | 63 | 1197 | active |
| Unclecheng-li/AI_Animation A curated collection of AI Agent Skills (SKILL.md prompt packages) for generating cool single-file HTML animations with tools like Claude C… | 59 | 1197 | active |
| cline/prompts A community-driven library of prompt rules and workflows for the Cline AI coding assistant, stored as Markdown files. Contributions are mer… | 50 | 1197 | active |
| repowise-dev/claude-code-prompts A collection of independently authored prompt templates for building AI coding agents, covering system prompts, tool prompts, agent delegat… | 51 | 1196 | active |
| mattprusak/autoresearch-genealogy A collection of structured prompts, Obsidian-style vault templates, checklists, and archive guides for AI-assisted genealogy research, buil… | 55 | 1166 | active |
| tylerprogramming/ai A collection of tutorial projects and example code demonstrating Microsoft AutoGen and CrewAI multi-agent frameworks, accompanying a YouTub… | 53 | 1144 | active |
| hylarucoder/ai-flavor-remover A curated prompt (system prompt) for rewriting AI-generated Chinese text to remove its 'AI flavor' and make it read like human writing, tes… | 26 | 1136 | active |
| AlibabaCloudDocs/aliyun_acp_learning Alibaba Cloud's ACP (Advanced Cloud Professional) certification course for large language model engineering, delivered as Jupyter Notebook … | 66 | 1131 | active |
| kinopeee/cursorrules A collection of custom instructions and workflow commands optimized for the Cursor AI code editor, provided in both Japanese and English. I… | 55 | 1116 | active |
| mind-protocol/terminal-velocity Terminal Velocity is a 100,000-word novel written entirely by a team of 10 autonomous AI agents, with the full manuscript and development h… | 21 | 1116 | stable |
| alchaincyf/loop-engineering-orange-book A free bilingual (Chinese + English) PDF guidebook explaining 'loop engineering' — designing autonomous outer-loop systems that run AI codi… | 58 | 1098 | active |
| instructa/ai-prompts A curated open-source collection of AI prompts and rules for AI coding assistants like Cursor, GitHub Copilot, Cline, Windsurf, and Zed. It… | 57 | 1095 | active |
| deanpeters/product-manager-prompts A curated collection of 119 copy-paste generative AI prompts for product managers, covering artifacts like PRDs, user stories, stakeholder … | 89 | 1091 | active |
| nateherkai/AIS-OS AIS-OS is a free starter kit that turns Claude Code into a personal 'AI Operating System' via three slash-command skills (/onboard, /audit,… | 50 | 1079 | active |
| adithya-s-k/manim_skill A collection of AI agent skills (SKILL.md files) providing best practices, patterns, and examples for creating mathematical animations with… | 44 | 1076 | active |
| 0xsline/short-drama An AI skill pack for short-drama (micro-drama) screenplay creation, installed into AI coding assistants like Claude. It provides command-dr… | 50 | 1075 | active |
| Bhartendu-Kumar/rules_template A template repository of custom rules and system prompts for AI coding assistants like Cursor, CLINE, and RooCode. It combines memory, task… | 25 | 1058 | active |
| yunwei37/Prompt-Engineering-Guide-zh-CN A Chinese translation of the Prompt Engineering Guide, a curated collection of guides, papers, lectures, notebooks, and resources for promp… | 67 | 1052 | active |
| honestsoul/generative_ai_project A Python project template providing a modular structure for building generative AI applications, with pre-built LLM clients for Claude and … | 62 | 1047 | active |
| WecoAI/awesome-autoresearch A curated awesome-list of AutoResearch use cases, where a coding agent iteratively optimizes a file against an evaluation metric in a keep/… | 57 | 1038 | active |
| rohitg00/awesome-claude-design A curated awesome-list collecting DESIGN.md prompts for Anthropic's Claude Design, organized by aesthetic family, along with remix recipes,… | 49 | 1027 | active |
| Shanyin-ai/shanyin-screenwriting-master A Claude Skill (.skill/.md prompt package) that turns Claude or similar LLM chat tools into a full-format screenwriting assistant, covering… | 48 | 1010 | active |
| hwchase17/langchain-hub LangChainHub is a community repository of reusable LangChain artifacts such as prompts, chains, and agents, inspired by Hugging Face Hub. I… | 10 | 3415 | maintenance |
| zjunlp/Prompt4ReasoningPapers A curated paper list accompanying an ACL 2023 survey on reasoning with language model prompting. It organizes research on prompt engineerin… | 42 | 1006 | active |
| L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN A Chinese-language curated collection of ChatGPT/Claude/Bing prompts and roleplay techniques, famously including prompts to turn ChatGPT in… | 32 | 3180 | maintenance |
| phodal/prompt-patterns An open-source book (in Chinese) that catalogs prompt-writing patterns for AI models, applying design-pattern thinking to prompts for ChatG… | 31 | 3094 | maintenance |
| FranxYao/chain-of-thought-hub A benchmarking hub and collection of evaluation scripts measuring large language models' complex reasoning ability using chain-of-thought p… | 30 | 2775 | maintenance |
| howl-anderson/unlocking-the-power-of-llms A curated guide (primarily in Chinese) demonstrating how to use prompts and chains to turn ChatGPT (and Google Bard) into a powerful produc… | 31 | 2468 | maintenance |
| radi-cho/awesome-gpt4 A curated awesome-list collecting prompts, papers, tools, and open-source projects related to the GPT-4 language model. It serves as a refe… | 31 | 2228 | maintenance |
| jtmuller5/The-HustleGPT-Challenge A curated list and community guide for the HustleGPT Challenge, where people attempt to build startups using GPT-4 as an AI co-founder with… | 30 | 2120 | maintenance |
| GitHubDaily/ChatGPT-Prompt-Engineering-for-Developers-in-Chinese An unofficial Chinese-English bilingual subtitle repository for DeepLearning.AI's 'ChatGPT Prompt Engineering for Developers' course by And… | 30 | 2119 | maintenance |
| microsoft/PromptCraft-Robotics A Microsoft community repository for collecting and sharing LLM prompting examples for robotics tasks, plus a sample robot simulator built … | 21 | 2115 | maintenance |
| Timothyxxx/Chain-of-ThoughtsPapers A curated paper list tracking the chain-of-thought prompting research trend that started with 'Chain of Thought Prompting Elicits Reasoning… | 10 | 2104 | maintenance |
| anthropics/cwc-workshops Workshop materials from Anthropic's 'Code with Claude' events, covering building and evaluating agents with Claude Managed Agents, Skills, … | 58 | 2026 | maintenance |
| sudoskys/StableDiffusionBook StableDiffusionBook is a community-maintained bilingual (Chinese/English) wiki guide about AI painting with Stable Diffusion, focused on th… | 32 | 1968 | maintenance |
| OpenMindClub/awesome-chatgpt A curated awesome-list of resources about ChatGPT and the OpenAI ecosystem, covering prompts, tools, apps, courses, research, and related L… | 30 | 1942 | maintenance |
| K-Render/best-chinese-prompt A curated Chinese-language prompt collection ('Prompt Bible') for ChatGPT and other LLMs, organized by category with example prompts and te… | 30 | 1930 | maintenance |
| microsoft/prompts-for-edu A curated collection of generative AI prompts from Microsoft designed for students, educators, and staff in K-12 and higher education. It p… | 28 | 1874 | maintenance |
| fastai/lm-hackers A Jupyter notebook and accompanying video guide from fast.ai explaining how language models work, including tokenization, base models, inst… | 27 | 1869 | maintenance |
| altryne/awesome-ai-art-image-synthesis A curated awesome-list of tools, models, prompt engineering resources, colabs, and tutorials for AI art and image synthesis, covering DALL-… | 32 | 1813 | maintenance |
| 2-fly-4-ai/V0-system-prompt A repository collecting the leaked system prompts from Vercel's v0 AI code-generation assistant. It serves as a reference for studying how … | 25 | 1809 | maintenance |
| ai-vip/stable-diffusion-tutorial A comprehensive Chinese-language Stable Diffusion tutorial collection covering installation, text-to-image, img2img, ControlNet, LoRA train… | 29 | 1699 | maintenance |
| phodal/aigc An open-source ebook (in Chinese) on building real-world applications with large language models, covering prompt writing and management, L… | 19 | 1650 | maintenance |
| Maks-s/sd-akashic A curated compendium of information about Stable Diffusion, including studies, art style and artist lists, keyword lists, and prompt resour… | 32 | 1634 | maintenance |
| travistangvh/ChatGPT-Data-Science-Prompts A curated collection of 60 ChatGPT prompts tailored for data science tasks such as writing Python, SQL, tuning hyperparameters, and explain… | 31 | 1619 | maintenance |
| successfulstudy/promptoftheyear A curated collection of the most impactful ChatGPT/LLM prompts of 2023, organized across domains like job hunting, coding, marketing, and d… | 26 | 1486 | maintenance |
| NeoVertex1/SuperPrompt SuperPrompt is an open-source engineered prompt designed to make LLMs (primarily Claude) reason more deeply and explore novel perspectives … | 58 | 6427 | experimental |
| taranjeet/awesome-gpts A curated awesome-list collecting community-created GPTs (custom ChatGPT agents) with descriptions and links. It serves as a discovery cata… | 27 | 1366 | maintenance |
| antfu/skills A curated collection of Agent Skills (markdown context files for AI coding agents) reflecting Anthony Fu's preferences and best practices, … | 55 | 5801 | experimental |
| curiousily/Get-Things-Done-with-Prompt-Engineering-and-LangChain A collection of Jupyter notebook tutorials on prompt engineering and LangChain for building LLM applications with ChatGPT/GPT-4 and open mo… | 30 | 1250 | maintenance |
| EmbraceAGI/Awesome-AI-GPTs A curated awesome-list cataloging OpenAI GPTs resources, including popular GPTs, prompt collections, plugins, knowledge bases, and prompt a… | 71 | 1194 | maintenance |
| samwit/llm-tutorials A collection of Jupyter Notebook tutorials accompanying Sam Witteveen's YouTube channel on large language models. It covers hands-on exampl… | 29 | 1163 | maintenance |
| lxfater/Awesome-GPTs A curated awesome-list cataloging 1000+ custom GPTs across 10 categories, plus 80+ leaked GPT system prompts. It serves as a reference dire… | 27 | 1150 | maintenance |
| SkalskiP/awesome-chatgpt-code-interpreter-experiments A curated awesome-list of experiments showcasing what is possible with ChatGPT combined with the Code Interpreter plugin. It collects promp… | 29 | 1014 | maintenance |
| ORDINAND/The-Art-of-Asking-ChatGPT-for-High-Quality-Answers-A-complete-Guide-to-Prompt-Engineering-Technique A free online book (in Chinese) titled 'The Art of Asking ChatGPT for High-Quality Answers: A complete Guide to Prompt Engineering Techniqu… | 30 | 1007 | maintenance |
| vuejs-ai/skills A collection of agent skills for AI coding assistants focused on Vue 3 development, covering best practices, Vue Router, Pinia, testing, JS… | 54 | 2801 | experimental |
| microsoft/hve-core HVE Core is Microsoft's opinionated library of GitHub Copilot agents, prompts, instructions, and skills for building repeatable AI-assisted… | 75 | 1367 | experimental |
| langchain-ai/langchain-skills A collection of agent skills for building agents with LangChain, LangGraph, and Deep Agents, installable into coding agents like Claude Cod… | 63 | 1188 | experimental |
| JushBJJ/Mr.-Ranedeer-AI-Tutor Mr. Ranedeer is a customizable GPT-4 system prompt that turns ChatGPT into a personalized AI tutor with adjustable depth, tone, and learnin… | 40 | 29599 | abandoned |
| steipete/agent-rules A collection of rules and knowledge files for working more effectively with AI coding agents like Claude Code and Cursor. The repository is… | 10 | 5695 | abandoned |
| doccker/cc-use-exp A layered configuration template system that makes AI coding assistants like Claude Code, Gemini CLI, Codex, Cursor, and GitHub Copilot wor… | 79 | 1027 | abandoned |
| Shubhamsaboo/awesome-llm-apps A curated collection of 100+ open-source AI agents, agent skills, and RAG applications built in Python, released under Apache-2.0. It serve… | 69 | 134607 | active |
| datawhalechina/hello-agents Hello-Agents is a free, open-source tutorial from the Datawhale community that teaches how to build AI-native intelligent agents from scrat… | 73 | 75072 | active |
| microsoft/ai-agents-for-beginners An 18-lesson open course from Microsoft teaching how to build AI agents, delivered as Jupyter Notebooks with code samples using frameworks … | 66 | 73281 | active |
| rohitg00/ai-engineering-from-scratch A free, MIT-licensed open-source curriculum of 511 lessons across 20 phases (~329 hours) that teaches AI engineering by building every core… | 81 | 49577 | active |
| luongnv89/claude-howto A visual, example-driven open-source guide to mastering Claude Code, covering slash commands, hooks, skills, subagents, plugins, and MCP se… | 79 | 41203 | active |
| patchy631/ai-engineering-hub A curated collection of 90+ production-ready tutorial projects on LLMs, RAG, AI agents, and MCP, organized by difficulty from beginner to a… | 66 | 37186 | active |
| datawhalechina/happy-llm Happy-LLM is a free, open-source Chinese-language tutorial by Datawhale that teaches large language model principles from scratch, covering… | 70 | 33272 | active |
| datawhalechina/self-llm A Chinese-language open-source tutorial guide (Datawhale) for deploying, using, and fine-tuning open-source large language models and multi… | 71 | 31927 | active |
| huggingface/agents-course A free, open-source course by Hugging Face that teaches how to build AI agents, from fundamentals to a benchmark-based final assignment. It… | 61 | 31400 | active |
| NirDiamant/RAG_Techniques A community-driven collection of 42+ runnable Jupyter notebook tutorials covering Retrieval-Augmented Generation (RAG) techniques from foun… | 72 | 29232 | active |
| liguodongiot/llm-action A curated Chinese-language knowledge base covering large language model engineering, including training, fine-tuning, inference, compressio… | 71 | 24958 | active |
| agentsmd/agents.md AGENTS.md is a simple, open markdown format for giving AI coding agents project-specific context and instructions, like a README for agents… | 62 | 23919 | active |
| datawhalechina/easy-vibe Easy-Vibe is an open-source introductory course from Datawhale for AI-native product builders, teaching 'vibe coding' — building real produ… | 70 | 19120 | active |
| meta-llama/llama-cookbook Meta's official collection of Jupyter notebook recipes and guides for building with the Llama model family, covering inference, fine-tuning… | 63 | 18558 | active |
| ZJU-LLMs/Foundations-of-LLMs An open-source Chinese-language textbook from Zhejiang University covering the foundations of large language models, including language mod… | 49 | 17636 | active |
| GoogleCloudPlatform/generative-ai A collection of Jupyter notebooks, code samples, and sample apps demonstrating how to use generative AI on Google Cloud, including Gemini m… | 74 | 17630 | active |
| wdndev/llm_interview_note A curated Chinese-language study guide and interview question bank covering large language model fundamentals, architectures, training, and… | 66 | 14963 | active |
| RUCAIBox/LLMSurvey The official repository accompanying the survey paper 'A Survey of Large Language Models', collecting papers and resources on LLMs includin… | 35 | 12206 | active |
| diet103/claude-code-infrastructure-showcase A curated reference library of production-tested Claude Code infrastructure patterns, including auto-activating skills via hooks, specializ… | 58 | 10009 | active |
| adongwanai/AgentGuide AgentGuide is an open-source, job-oriented learning guide for AI Agent development, covering LangGraph, advanced RAG, fine-tuning, and rein… | 61 | 8836 | active |
| xindoo/agentic-design-patterns A Chinese translation project of the book 'Agentic Design Patterns', systematically covering 21 core design patterns for building AI agent … | 84 | 7845 | active |
| luhengshiwo/LLMForEverybody A curated collection of LLM learning materials including interview question banks, systematic paper walkthroughs (Transformer, GPT, BERT, e… | 67 | 7213 | active |
| ed-donner/llm_engineering A companion repository of Jupyter Notebook exercises and projects for Ed Donner's 'Mastering LLM Engineering' course, an 8-week program cov… | 67 | 7157 | active |
| datawhalechina/Agent-Learning-Hub A curated AI Agent learning roadmap and resource collection maintained by Datawhale, organized as an actionable todo list with stages from … | 56 | 7105 | active |
| huggingface/smol-course A free, open-source course from Hugging Face on aligning small language models (SmolLM3, SmolVLM2) to specific use cases, covering instruct… | 66 | 6731 | active |
| nndl/llm-beginner A step-by-step beginner tutorial series (with a companion textbook) for learning large language models and agents through six progressive h… | 79 | 6681 | active |
| crisxuan/bestJavaer cxuan-ai-labs (formerly bestJavaer) is an open-source personal lab documenting AI-assisted development workflows, Agent experiments, model … | 75 | 6627 | active |
| ashishps1/learn-ai-engineering A curated collection of free resources for learning AI engineering from scratch, covering math foundations, Python, machine learning, deep … | 49 | 5961 | active |
| SylphAI-Inc/LLM-engineer-handbook A curated list of Large Language Model resources covering the full LLM lifecycle: pretraining, fine-tuning, serving, prompt management, and… | 38 | 5023 | active |
| changyeyu/LLM-RL-Visualized A curated collection of 100+ original SVG architecture diagrams explaining LLM, VLM, and reinforcement learning algorithms (RLHF, PPO, GRPO… | 62 | 4819 | active |
| LLMBook-zh/LLMBook-zh.github.io The official website and resource hub for the Chinese textbook《大语言模型》(Large Language Models) by Zhao Xin et al. from Renmin University, pro… | 43 | 4551 | active |
| daveebbelaar/ai-cookbook A collection of examples and tutorials with copy/paste code snippets for building AI systems with LLMs. It covers agents, OpenAI, Anthropic… | 61 | 4392 | active |
| wwwzhouhui/dify-for-dsl A curated collection of Dify DSL workflow files (.yml) that can be imported into the Dify open-source LLM application platform. Each workfl… | 66 | 3865 | active |
| eosphoros-ai/Awesome-Text2SQL A curated awesome-list of tutorials, papers, datasets, and resources for Text2SQL and related natural-language-to-structured-output tasks (… | 57 | 3743 | active |
| bozhouDev/codex-orange-book An unofficial open-source Chinese-language guide ('Orange Book') to OpenAI Codex and ChatGPT Work, covering installation, configuration, co… | 57 | 3277 | active |
| ljagiello/ctf-skills A collection of Agent Skills (SKILL.md files) that teach AI coding agents like Claude Code, Codex, and Gemini CLI how to solve Capture The … | 60 | 3104 | active |