resource: prompt-engineering
357 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| dexhunter/seedance2-skill A set of agent skill files (SKILL.md) that teach AI coding agents like Claude Code, Cursor, and Cline how to write effective video generati… | 46 | 3438 | active |
| DSXiangLi/DecryptPrompt A curated Chinese-language collection of LLM and prompt engineering resources, including open-source models, datasets, frameworks, and AIGC… | 67 | 3434 | active |
| Goochbeater/Spiritual-Spell-Red-Teaming A curated collection of jailbreak prompts and red-teaming techniques targeting large language models, primarily Claude. It serves as an adv… | 59 | 3313 | active |
| freestylefly/CodexGuide CodexGuide is an open-source, community-maintained practical guide (in Chinese and English) for OpenAI Codex, covering the desktop app, CLI… | 58 | 3302 | active |
| Meirtz/Awesome-Context-Engineering A curated awesome-list and survey of context engineering for LLMs and AI agents, collecting hundreds of papers, frameworks, and implementat… | 56 | 3283 | active |
| google-labs-code/jules-awesome-list A curated awesome-list of prompts for Jules, Google Labs' asynchronous coding agent. It organizes example prompts by task category such as … | 59 | 3159 | active |
| Forward-Future/loopy A curated catalog of reusable AI-agent 'loops' - prompts with built-in verification, feedback, and stopping conditions - published on a bro… | 56 | 3064 | active |
| datawhalechina/hugging-llm HuggingLLM is an open-source Chinese tutorial (the 'Butterfly Book') from Datawhale teaching the principles, usage, and application develop… | 69 | 3063 | active |
| evoiz/Agentic-Design-Patterns A companion repository for the book 'Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems' by Antonio Gulli, containin… | 59 | 3039 | active |
| 0xk1h0/ChatGPT_DAN A curated collection of ChatGPT jailbreak prompts, most famously the DAN (Do Anything Now) prompts, which attempt to bypass OpenAI's conten… | 53 | 12336 | maintenance |
| SnailSploit/Claude-Red A curated library of 58 offensive security skill files (SKILL.md) for the Claude skills system, covering attack surfaces from SQL injection… | 62 | 2976 | active |
| FreedomIntelligence/OpenClaw-Medical-Skills A curated open-source library of 869 medical and biomedical AI agent skills for the OpenClaw/NanoClaw Claude-based assistant frameworks. Ea… | 56 | 2973 | active |
| wquguru/harness-books Two open-access books on harness engineering — the design philosophies behind Claude Code and Codex — covering constraints, query loops, pe… | 50 | 2902 | active |
| DenisSergeevitch/chatgpt-custom-instructions A curated collection of optimized custom instructions (prompt templates) for ChatGPT and Operator, currently at version 3. It encodes self-… | 54 | 2788 | active |
| yaojingang/yao-open-prompts A bilingual (Chinese/English) open-source collection of 118 curated AI prompts organized by scenario such as work, learning, content creati… | 57 | 2765 | active |
| cyfyifanchen/one-person-company A curated, continuously updated Chinese-language guide to AI tools for running a one-person company, covering LLMs, TTS, coding, design, pr… | 29 | 2726 | active |
| puaclaw/PUAClaw PUAClaw is a satirical, MIT-licensed framework that catalogs and classifies psychological persuasion techniques ('PUA') used in LLM prompts… | 47 | 2698 | active |
| wesammustafa/Claude-Code-Everything-You-Need-to-Know A practical, MIT-licensed guide to Claude Code covering setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, a… | 60 | 2691 | active |
| cyxzdev/Uncodixfy Uncodixfy is a rule set (uncodixify.md / SKILL.md) that constrains GPT-style models from producing repetitive, generic 'AI UI' patterns lik… | 47 | 2643 | active |
| NeekChaw/RIPER-5 A curated collection of AI prompt engineering resources, centered on RIPER-5, a structured behavioral protocol that constrains AI coding as… | 39 | 2623 | active |
| lopopolo/harness-engineering An anthology, field guide, and agent context bundle by Ryan Lopopolo on harness engineering—the practice of improving AI coding agent outpu… | 64 | 2614 | active |
| centminmod/my-claude-code-setup A shared starter template repository providing CLAUDE.md memory bank configurations, hooks, slash commands, and subagents for Claude Code. … | 61 | 2606 | active |
| LearnPrompt/LearnPrompt A permanently free, open-source Chinese-language AIGC course and learning path covering AI coding tools (Claude Code, Codex), agent enginee… | 74 | 2599 | active |
| Leonxlnx/agentic-ai-prompt-research A research repository documenting reconstructed system prompt patterns, agent coordination, and security classification mechanisms behind a… | 48 | 2519 | active |
| brexhq/prompt-engineering Brex's prompt engineering guide, a documentation-style resource covering strategies, guidelines, and safety recommendations for building sy… | 30 | 9585 | maintenance |
| charlie947/social-media-skills A collection of Claude skills (markdown files) that give AI agents specialized knowledge and workflows for social media content creation, c… | 58 | 2406 | active |
| nlpxucan/WizardLM The WizardLM family of instruction-tuned large language models (WizardLM, WizardCoder, WizardMath) built with the Evol-Instruct data evolut… | 31 | 9483 | maintenance |
| LichAmnesia/GPT-Prompt-Hub A community-driven open-source repository collecting 222 structured, battle-tested prompts for modern LLMs like Claude, GPT, and Gemini. Ea… | 61 | 2393 | active |
| ZeroLu/awesome-seedance A curated awesome-list collection of high-fidelity Seedance 2.0 prompts and AI video generation resources, organized by style categories su… | 60 | 2338 | active |
| mistralai/cookbook A collection of Jupyter notebook examples and guides for using Mistral AI models via the Mistral API, contributed by Mistral and the commun… | 71 | 2317 | active |
| victorchen96/deepseek_v4_rolepaly_instruct A documentation and prompt-engineering guide for controlling DeepSeek-V4's chain-of-thought style during roleplay, providing copy-paste con… | 52 | 2303 | active |
| mattnigh/ChatGPT-Free-Prompt-List PromptBin is a free, open-source collection of ChatGPT/LLM prompts presented as a browsable web app, originally a guide for learning prompt… | 40 | 2295 | active |
| PickleBoxer/dev-chatgpt-prompts A curated collection of ChatGPT prompts aimed at developers, organized into categories for coders, students, marketers, and content writers… | 30 | 2265 | active |
| Sahir619/fable-method A distilled set of agent skills (think/act/prove/grow) capturing the working methodology of Claude Fable 5, packaged as a Claude Code plugi… | 75 | 2253 | active |
| itMrBoy/resumePolice A collection of LLM prompts and Dify workflow files for reviewing and improving resumes, plus generating interview questions from an interv… | 39 | 2252 | active |
| EgoAlpha/prompt-in-context-learning A curated awesome-list of papers, tutorials, and prompt examples for in-context learning and prompt engineering with LLMs like ChatGPT, GPT… | 68 | 2249 | active |
| DenisSergeevitch/agents-best-practices A provider-neutral Agent Skill package that guides designing, auditing, refactoring, and explaining agentic harnesses for tools like Codex … | 58 | 2243 | active |
| Wirasm/prp A curated collection of Product Requirement Prompts (PRPs), skills, and workflows for AI-assisted development with Claude Code. It packages… | 63 | 2238 | active |
| mgechev/skills-best-practices A guide and reference repository of best practices for writing professional-grade agent skills (SKILL.md files) for LLM agents like Claude.… | 57 | 2237 | active |
| FoundationAgents/awesome-foundation-agents A curated awesome-list of papers, repositories, and blogs on the path toward Foundation Agents, accompanying the 'Advances and Challenges i… | 35 | 2210 | active |
| break-into-data/ai-engineer-toolkit A curated toolkit of frameworks, tools, and learning resources for becoming an AI engineer and building production-grade AI applications. I… | 39 | 2184 | active |
| imaurer/awesome-llm-json A curated awesome list of resources for generating JSON and other structured outputs with Large Language Models, covering techniques like f… | 33 | 2172 | active |
| greshake/llm-security A research repository demonstrating indirect prompt injection attacks against application-integrated LLMs like Bing Chat, GPT-4, and LangCh… | 45 | 2130 | active |
| LeoYeAI/openclaw-master-skills A curated, weekly-updated collection of 1200+ skills for the OpenClaw AI agent ecosystem, maintained by MyClaw.ai. Skills are installable v… | 77 | 2128 | active |
| WordPress/agent-skills A collection of portable Agent Skills bundles (instructions, checklists, and scripts) that teach AI coding assistants like Claude, Copilot,… | 60 | 2065 | active |
| c-narcissus/paper-framework-figure-studio-pro A prompt-engineering 'skill' package for generating publication-ready paper framework diagrams and method overview figures via ChatGPT's we… | 55 | 1988 | active |
| InternLM/Tutorial A hands-on tutorial repository for the InternLM large language model ecosystem, structured as a multi-level challenge camp with tasks, docs… | 62 | 1972 | active |
| gkamradt/langchain-tutorials A collection of Jupyter notebook tutorials and example projects teaching the LangChain library, including a two-part cookbook covering core… | 31 | 7484 | maintenance |
| Trystan-SA/claude-design-system-prompt A reverse-engineered system prompt and 14-skill library that turns any LLM into an opinionated, accessibility-aware design collaborator. It… | 55 | 1920 | active |
| ai-that-works/ai-that-works A weekly live-streamed series (Tuesdays 10 AM PST) by the BAML and HumanLayer creators covering production AI engineering through live codi… | 64 | 1912 | active |
| openai/gpt-5-coding-examples A curated gallery of demo applications generated entirely from single GPT-5 prompts, showcasing the model's ability to scaffold websites, f… | 43 | 1909 | active |
| LiuMengxuan04/shushu-internship-tool An AI-agent skill toolkit that turns a job description into runnable portfolio projects, then into resume material and interview preparatio… | 54 | 1906 | active |
| mcollina/skills A curated collection of AI-assisted development skills by Matteo Collina, covering Node.js, TypeScript, Fastify, OAuth, documentation, and … | 59 | 1901 | active |
| YouMind-OpenLab/awesome-seedance-2-prompts A curated awesome-list of 2000+ video generation prompts for ByteDance's Seedance 2.0 model, covering cinematic, anime, UGC, advertising, a… | 61 | 1898 | active |
| Nano-Bananary A curated, continuously updated collection of creative prompt techniques and use cases for Google's Nano-Banana image generation model, cov… | 36 | 1856 | active |
| hexiecs/talk-normal A curated system prompt that makes any LLM respond concisely and naturally, removing verbose corporate filler. Distributed as a shell-insta… | 49 | 1836 | active |
| Mathews-Tom/Agentic-Design-Patterns A community-compiled repository containing the full text of the book 'Agentic Design Patterns' by Antonio Gulli and Mauro Sauco, organized … | 35 | 1834 | active |
| SocialAI-tianji/Tianji Tianji is an open-source Chinese-language LLM application and tutorial project focused on social nuance ('renqing shigu') scenarios, coveri… | 35 | 1822 | active |
| B3o/GPTS-Prompt-Collection A curated, categorized collection of prompts (system prompts) extracted from GPTs in the GPTs Store, organized by categories like writing, … | 52 | 1804 | active |
| spdustin/ChatGPT-AutoExpert A collection of custom instruction prompts for ChatGPT that enhance response depth and nuance for both non-coding conversations and coding … | 18 | 6650 | maintenance |
| bohyy/academic-ai-prompt A curated collection of 89+ AI prompts (in Chinese) designed for graduate students and academic researchers, covering topic selection, pape… | 45 | 1746 | active |
| neural-maze/agentic-patterns-course A Jupyter Notebook course implementing the four agentic patterns (reflection, tool use, planning/ReAct, and multiagent) from scratch using … | 31 | 1743 | active |
| Prat011/awesome-llm-skills A curated awesome-list of LLM Skills, resources, and tools for customizing AI agent workflows across platforms like Claude Code, Codex CLI,… | 58 | 1695 | active |
| lizhe2004/Awesome-LLM-RAG-Application A curated awesome-list of resources for building LLM applications using the RAG (Retrieval-Augmented Generation) pattern. It collects paper… | 58 | 1650 | active |
| tencent-ailab/persona-hub PersonaHub is Tencent AI Lab's collection of 1 billion diverse personas plus code for persona-driven synthetic data creation with LLMs. It … | 27 | 1642 | active |
| snwfdhmp/awesome-gpt-prompt-engineering A curated awesome-list of resources, tools, guides, papers, and prompt collections for GPT/LLM prompt engineering. It aggregates links to r… | 60 | 1616 | active |
| dongshuyan/Awesome-Prompts A curated personal collection of high-quality LLM prompts, including self-authored and community-sourced prompts for utilities, roleplay, w… | 47 | 1607 | active |
| phodal/understand-prompt A Chinese-language tutorial repository (Jupyter Notebook based) exploring AI prompt usage across programming, image generation, and writing… | 31 | 5558 | maintenance |
| aws-samples/amazon-bedrock-samples A collection of Jupyter notebook examples and guides for getting started with Amazon Bedrock, AWS's managed generative AI service. It cover… | 73 | 1496 | active |
| datawhalechina/agent-skills-with-anthropic A Chinese-language study companion for Andrew Ng's DeepLearning.AI short course 'agent-skills-with-anthropic', providing translations, know… | 54 | 1481 | active |
| thinkingjimmy/Learning-Prompt A free online course teaching prompt engineering, with learning paths for ChatGPT and Midjourney. It focuses on teaching methods and reason… | 30 | 5303 | maintenance |
| op7418/guizang-s-prompt A curated collection of AI prompts written by Guizang, covering image, text, and video generation use cases. Prompts are stored as markdown… | 43 | 1444 | active |
| VersusControl/devops-ai-guidelines A curated learning repository guiding DevOps engineers from first AI tool usage to AI Infrastructure Architect, with an 18-month roadmap, M… | 62 | 1430 | active |
| elayadesign/ai-design-skills A collection of markdown-based design skills for AI coding assistants like Claude Code, Cursor, Codex, and Windsurf. Each skill is a self-c… | 55 | 1418 | active |
| twostraws/SwiftAgents A curated AGENTS.md file providing rules and guidelines for LLMs generating Swift and SwiftUI code. It encodes best practices to avoid comm… | 48 | 1408 | active |
| alchaincyf/huashu-skills A master catalog of 52 open-source Agent Skills (SKILL.md format) by Huashu, organized into flagship, persona-perspective, and built-in lay… | 60 | 1407 | active |
| LottieFiles/motion-design-skill A skill package that teaches AI coding agents universal motion design principles — timing, easing, choreography, and Disney's 12 animation … | 52 | 1406 | active |
| Pluviobyte/rnskill A curated collection of 56 AI Agent Skills (SKILL.md packages) for Codex, Claude Code, and similar agent workflows, split into content-crea… | 67 | 1402 | active |
| wangxuqi/Prompt-Engineering-Guide-Chinese A Chinese-language translation and extension of the popular Prompt Engineering Guide, covering prompt techniques for LLMs plus AIGC tools l… | 30 | 1392 | active |
| poloclub/diffusiondb DiffusionDB is the first large-scale text-to-image prompt gallery dataset, containing 14 million images generated by Stable Diffusion from … | 32 | 1390 | stable |
| wikieden/Freedom-To-Chatgpt-Claude-Agent A bilingual (Chinese/English) curated collection of 280+ AI prompts for ChatGPT, Claude, Gemini, and Chinese models, with a searchable web … | 72 | 1383 | active |
| philschmid/gemini-samples A collection of Jupyter notebook samples, snippets, and guides demonstrating how to use Google DeepMind Gemini models. It covers function c… | 52 | 1372 | active |
| https-deeplearning-ai/sc-agent-skills-files A companion repository for the DeepLearning.AI short course 'Agent Skills with Anthropic', containing summaries, notes, prompts, code files… | 54 | 1367 | active |
| daveshap/ChatGPT_Custom_Instructions A curated collection of custom instruction (system prompt) templates for ChatGPT, each in its own file with a description. It also document… | 10 | 1367 | active |
| bbylw/ui-ux-pro-max-skill-cn A Chinese-language tutorial website that fully translates and localizes the README of the UI/UX Pro Max skill, a design-intelligence librar… | 56 | 1343 | active |
| NeekChaw/awesome-prompt A curated collection of ready-to-use AI prompts (in Chinese) for content creation, marketing, learning, and general LLM enhancement. Users … | 43 | 1336 | active |
| Acmesec/theAIMythbook A Chinese-language guidebook ('AI Myth Book') covering large language model fundamentals, prompt design, AI applications in security work, … | 17 | 1331 | active |
| PandaBearLab/prompt-tutorial A Chinese-language tutorial series teaching prompt engineering for large language models like ChatGPT. It covers core principles such as cl… | 25 | 1326 | active |
| best-prompts A curated collection of high-quality Agent skills (SKILL.md files) installable into AI coding agents like Cursor, Claude Code, Codex, and O… | 51 | 1318 | active |
| mohitagw15856/pm-claude-skills A large open-source collection of 1,100+ plain-markdown 'agent skills' that give AI assistants like Claude, ChatGPT, Gemini, Cursor, and Co… | 78 | 1311 | active |
| CharlesQ9/Self-Evolving-Agents A curated survey repository cataloging research papers on self-evolving AI agents, organized by what, when, how, and where agents evolve. I… | 39 | 1302 | active |
| yaojingang/yao-open-skills A public collection of reusable AI skills (structured prompts and workflows) for decision-making, business analysis, tutorials, research ev… | 56 | 1298 | active |
| piomin/claude-ai-spring-boot A template repository providing a structured starting point for Spring Boot applications optimized for Claude Code. It ships preconfigured … | 51 | 1283 | active |
| elyase/awesome-gpt3 A curated awesome-list collecting demos, articles, and resources about the OpenAI GPT-3 API. It catalogs example applications such as code … | 10 | 4521 | maintenance |
| RefoundAI/lenny-skills A curated collection of 76+ markdown skill files for Claude Code and other AI agents, distilled from Lenny's Podcast and Newsletter. Each s… | 69 | 1279 | active |
| strongdm/attractor Attractor is a set of Natural Language Specifications (NLSpecs) from StrongDM describing how to build a non-interactive coding agent that c… | 47 | 1277 | active |
| awesome-assistants/awesome-assistants A curated list of 240+ AI assistant definitions (system prompts) maintained in assistants.yml and exported to JSON, CSV, TSV, and HTML. It … | 27 | 1259 | active |
| ray-project/llm-numbers A reference document listing key numbers and rules of thumb that LLM developers should know for back-of-the-envelope calculations, inspired… | 29 | 4315 | maintenance |
| IsHexx/system-prompts-and-models-of-ai-tools-chinese A Chinese-language collection of leaked and published system prompts from AI coding tools such as Cursor, Devin, VSCode Agent, Replit, Wind… | 48 | 1228 | active |
| mustvlad/ChatGPT-System-Prompts A curated collection of system prompts for OpenAI's ChatGPT, organized by categories like educational, entertainment, and utility. It inclu… | 30 | 1221 | active |