resource: prompt-engineering
357 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| ombharatiya/ai-system-design-guide An open-source, continuously updated guide to AI system design covering RAG architectures, LLM engineering, agentic AI, MCP/A2A protocols, … | 60 | 2885 | active |
| spring-ai-alibaba/examples A collection of example modules demonstrating Spring AI and Spring AI Alibaba usage, from basic chat and image generation to RAG, MCP, tool… | 62 | 2861 | active |
| InterviewReady/ai-engineering-resources A curated collection of research papers and blog posts to help software engineers transition into AI engineering. It organizes foundational… | 43 | 2633 | active |
| liyupi/yu-ai-agent A tutorial-based project by programmer Yupi teaching AI application development with Java 21, Spring Boot 3, and Spring AI. Learners build … | 47 | 2630 | active |
| genieincodebottle/generative-ai A curated collection of Generative AI learning resources including a detailed roadmap, hands-on Jupyter Notebook projects, use cases, and i… | 71 | 2608 | active |
| Windy3f3f3f3f/claude-code-from-scratch A step-by-step tutorial project that rebuilds the core architecture of Claude Code in about 5000 lines of TypeScript and Python across 13 c… | 59 | 2607 | active |
| rohitg00/awesome-claude-code-toolkit A curated awesome-list style toolkit for Claude Code aggregating 135 agents, 35+ skills, 42 commands, 176+ plugins, hooks, rules, templates… | 69 | 2555 | active |
| twostraws/Swift-Agent-Skills A curated directory of open-source AI agent skills for Swift and Apple platform development, organized by framework and topic. It links to … | 56 | 2548 | active |
| langchain-ai/langchain-nextjs-template A starter template scaffolding a LangChain.js application in Next.js, with example API routes for chat, structured output, agents, and RAG.… | 73 | 2521 | active |
| Exorust/TorchLeet TorchLeet is a collection of 65 PyTorch practice problems drawn from real ML/AI interviews at companies like Google, Meta, and Anthropic, d… | 65 | 2430 | active |
| adithya-s-k/AI-Engineering.academy AI Engineering Academy is an open-source educational resource offering structured learning paths for applied AI, covering prompt engineerin… | 58 | 2377 | active |
| addyosmani/gemini-cli-tips A curated guide of ~30 tips and tricks for effectively using Google's Gemini CLI, an agentic AI coding assistant in the terminal. It covers… | 38 | 2368 | active |
| elementalsouls/Claude-OSINT A collection of eight drop-in SKILL.md files for the Claude skills system that prime Claude with expert offensive OSINT and external recon … | 59 | 2342 | active |
| aburkov/theLMbook The official companion repository for The Hundred-Page Language Models Book by Andriy Burkov, containing complete Python/PyTorch implementa… | 44 | 2179 | active |
| humanloop/awesome-chatgpt A curated list of tools, demos, documentation, and community resources for ChatGPT and GPT-3. It aggregates unofficial API clients, browser… | 53 | 8204 | maintenance |
| ZJU4HealthCare/Foundations-of-Medical-LLMs An open-source Chinese-language textbook, 'Foundations of Medical Large Language Models', systematically covering medical AI and LLM fundam… | 53 | 2078 | active |
| teddylee777/langchain-kr A Korean-language tutorial collection for LangChain based on official docs, cookbooks, and practical examples, provided as Jupyter notebook… | 42 | 2042 | active |
| 12britz/awesome-free-models A curated awesome-list of free AI models, APIs, and tools, covering open-weight models, free API tiers, local inference tools, and the surr… | 58 | 1934 | active |
| Njengah/claude-code-cheat-sheet A comprehensive, community-maintained cheat sheet of Claude Code commands, tips, tricks, and workflows organized from beginner to expert le… | 47 | 1912 | active |
| xu-xiang/everything-claude-code-zh A Chinese translation of the 'Everything Claude Code' collection: a curated set of production-grade Claude Code configurations including ag… | 47 | 1912 | active |
| yaklang/hack-skills A curated knowledge base of 101 installable 'SKILL.md' security skills for AI agents, organized into a master entry, six category entries, … | 53 | 1879 | active |
| czl9707/build-your-own-openclaw A step-by-step tutorial with 18 progressive lessons teaching how to build an AI agent from a simple chat loop to a lightweight multi-agent … | 56 | 1876 | active |
| TypeUI A curated registry of 67 design system skill files (SKILL.md and DESIGN.md) that instruct AI coding agents like Claude Code, Cursor, Codex,… | 73 | 1822 | active |
| peremartra/Large-Language-Model-Notebooks-Course A free, hands-on Jupyter Notebook course on building applications with Large Language Models, covering OpenAI and Hugging Face models, Lang… | 67 | 1821 | active |
| ai-hero-dev/ai-hero AI Hero is an open-source collection of course material, runnable examples, exercises, and libraries for learning AI engineering, created b… | 64 | 1787 | active |
| DjangoPeng/openai-quickstart A comprehensive open-source tutorial and learning guide for developing applications with large language models, built as Jupyter Notebooks.… | 33 | 1773 | active |
| vbgate/learn-opencode A free, open-source Chinese-language course (with full source content) teaching OpenCode, an AI coding agent, from beginner setup to advanc… | 60 | 1715 | active |
| luyao618/Claude-Code-Source-Study A 34-chapter deep-dive study guide analyzing the source code of Anthropic's Claude Code CLI agent, written primarily in Chinese. It dissect… | 52 | 1682 | active |
| emarco177/langchain-course A project-based open-source course teaching how to build AI agents with LangChain v1+ and LangGraph in Python. It includes seven hands-on p… | 73 | 1615 | active |
| wasiahmad/Awesome-LLM-Synthetic-Data A curated awesome-list of papers, tools, and blogs about synthetic data generation with large language models. It organizes resources by su… | 34 | 1551 | active |
| ShouZhengAI/CS146S_CN A Chinese-language companion course repository for Stanford CS146S 'The Modern Software Developer', containing assignments, lecture materia… | 61 | 1497 | active |
| ZhangHanDong/harness-engineering-from-cc-to-ai-coding An open-source Chinese technical book (nicknamed 'The Horse Book') analyzing Claude Code's v2.1.88 source code to extract AI coding agent a… | 49 | 1492 | active |
| elicit/machine-learning-list A curated, tiered reading list and curriculum for learning machine learning with a focus on language models and foundation models, from fun… | 49 | 1464 | active |
| groq/groq-api-cookbook A collection of tutorials, sample code, and guidelines for building applications with the Groq API, maintained as Jupyter Notebook examples… | 69 | 1418 | active |
| benman1/generative_ai_with_langchain Companion code repository for the Packt book 'Generative AI with LangChain, Second Edition', containing Jupyter notebook examples for build… | 72 | 1411 | active |
| IQuestLab/IQuest-Coder-V1 IQuest-Coder-V1 is a family of open code large language models (7B, 14B, and 40B variants including Base, Instruct, and Thinking versions) … | 47 | 1389 | active |
| OpenDriveLab/DriveLM DriveLM is a research project and dataset for autonomous driving built around Graph Visual Question Answering (GVQA), where QA pairs about … | 41 | 1338 | active |
| Tebmer/Awesome-Knowledge-Distillation-of-LLMs A curated awesome-list of research papers accompanying the survey 'A Survey on Knowledge Distillation of Large Language Models'. It organiz… | 30 | 1305 | active |
| datawhalechina/diy-llm A Chinese-language, code-driven course (adapted from Stanford CS336) for systematically building large language models from scratch. It cov… | 79 | 1278 | active |
| dgreenheck/webgpu-claude-skill A Claude Agent Skill (also packaged as Cursor rules) that gives AI coding assistants comprehensive knowledge for building WebGPU applicatio… | 49 | 1167 | active |
| hans0809/MiniMind-in-Depth A tutorial series providing line-by-line source code analysis of the MiniMind lightweight LLM project, covering tokenizer training, RoPE, M… | 31 | 1152 | active |
| LangChain-OpenTutorial/LangChain-OpenTutorial An open-source tutorial repository of Jupyter notebooks teaching LangChain and LangGraph, from basics to advanced features. It is maintaine… | 42 | 1108 | active |
| weiruihhh/cs336_note_and_hw A collection of personal course notes and completed homework solutions for Stanford CS336: Building Large Language Models from scratch. It … | 55 | 1088 | active |
| huangjia2019/claude-code-engineering The official companion example repository for the GeekTime course 'Claude Code Engineering in Practice' (《Claude Code 工程化实战》), demonstratin… | 58 | 1083 | active |
| Fenng/Tech-Doc-Style-Chinese A reusable writing skill (style guide) for Chinese technical documentation, product copy, and UI text, packaged for AI coding agents like C… | 75 | 1070 | active |
| jarrodwatts/claude-code-config A personal dotfiles-style configuration repository for Claude Code containing rules, hooks, agents, skills, and slash commands. It provides… | 44 | 1058 | active |
| abubakarsiddik31/claude-skills-collection A curated catalog of 227 official and community-built Claude Skills organized into 13 categories, extending Anthropic's Claude with modular… | 60 | 1048 | active |
| daronyondem/claude-architect-exam-guide A community-maintained study guide for the Claude Certified Architect – Foundations certification exam, written in Markdown and published a… | 71 | 1047 | active |
| krishnaik06/Roadmap-To-Learn-Agentic-AI A curated roadmap repository linking YouTube playlists and resources for learning to build agentic AI systems, covering Python, NLP, deep l… | 37 | 1015 | active |
| OpenBioLink/ThoughtSource ThoughtSource is an open hub of datasets and tools for chain-of-thought reasoning in large language models, providing standardized dataload… | 23 | 1015 | active |
| fufankeji/LLMs-Technology-Community-Beyondata A Chinese-language LLM technology community repository offering full-pipeline tutorials for large language models, covering environment set… | 42 | 1009 | active |
| noahshinn/reflexion Reference implementation of the NeurIPS 2023 Reflexion paper, where language agents improve through verbal self-reflection instead of weigh… | 31 | 3242 | maintenance |
| HarderThenHarder/transformers_tasks A collection of Jupyter Notebook-based NLP algorithm implementations built on the Hugging Face transformers library, covering text classifi… | 32 | 2420 | maintenance |
| km1994/LLMsNineStoryDemonTower A curated Chinese-language tutorial collection ('Nine-Story Demon Tower') covering hands-on practice with open-source LLMs such as ChatGLM,… | 30 | 2168 | maintenance |
| samwit/langchain-tutorials A collection of Jupyter Notebook tutorials for LangChain accompanying a YouTube playlist. It covers hands-on examples of building LLM appli… | 29 | 1553 | maintenance |
| sahil280114/codealpaca Code Alpaca is a 20K instruction-following dataset and training code for fine-tuning LLaMA models on code generation tasks, based on Stanfo… | 30 | 1514 | maintenance |
| daveebbelaar/langchain-experiments A collection of Jupyter Notebook experiments demonstrating how to build LLM-powered applications with the LangChain library and OpenAI mode… | 30 | 1140 | experimental |
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