学习资源
教程、Awesome 合集、面试、路线图
数据积累中：当前只有 204 天的 Star 快照，老项目的增长数据会在每日采集后逐步完整；新创建的项目不受影响。
- 1VoltAgent/awesome-design-md
汇集流行品牌设计规范文件，放进项目让编程助手生成统一风格界面。
+124k - 2career-ops-hq/career-ops
本地运行的 AI 求职助手，扫描招聘信息并按你的简历打分，再定制简历和求职信。
+79k - 3sindresorhus/awesome
汇总各类主题资源清单的入口，找资料和工具时先来这翻一翻。
+78k - 4public-apis/public-apis
社区维护的免费 API 集合，按类别整理，找开发资源时可直接查用。
+78k - 5codecrafters-io/build-your-own-x精选
从零造一个 Git、Redis、数据库、操作系统……造轮子爱好者的天堂。
+77k - 6rohitg00/ai-engineering-from-scratch
从零手写实现 AI 工程与智能体，配套教程覆盖深度学习、大模型和强化学习，适合边学边做。
+75k - 7eternity4719/HowToLiveBetterNEW
标注成本、收益与证据等级的生活指南，只引期刊论文和官方文件。
+71k - 8ai-job-search-dev/ai-job-search
基于 Claude Code 的求职框架，可评估职位、改写简历、写求职信并准备面试。
+67k - 9ruvnet/RuViewGitHub 趋势
用普通 WiFi 信号实现人体姿态估计、生命体征监测和存在检测，无需任何摄像头画面。
+57k - 10DigitalPlatDev/FreeDomain
提供免费域名注册和实用的 DNS 学习资料，适合想了解域名与解析的新手。
+54k - 11VoltAgent/awesome-openclaw-skills
The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞
+53k - 12datawhalechina/hello-agents
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
+52k - 13ruvnet/rufloGitHub 趋势
支持多智能体集群协作与自适应记忆的智能体框架，可构建自主工作流和对话式 AI 系统。
+51k - 14awesome-selfhosted/awesome-selfhosted
一份可自建网络服务与 Web 应用的开源清单，想摆脱云服务、自己托管时先来这里查。
+50k - 15HKUDS/DeepTutorGitHub 趋势
港大团队的个性化 AI 导师，用多智能体与 RAG 实现长期跟踪式互动学习。
+49k - 16sickn33/agentic-awesome-skills
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,750+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
+49k - 17luongnv89/claude-howto
用图示和可复制模板讲透 Claude Code 从基础到高级代理的用法，上手即可用。
+46k - 18vinta/awesome-python
按用途分类的 Python 库与工具清单，想知道某件事该用哪个库时可以直接查。
+43k - 19trimstray/the-book-of-secret-knowledge
运维、安全和 Linux 的命令速查与工具合集，内容按主题整理，适合随手查阅。
+42k - 20THU-MAIC/OpenMAIC
Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click
+42k - 21Shubhamsaboo/awesome-llm-apps
收集 100 多个开源 AI 智能体与 RAG 应用示例，适合参考实现。
+40k - 22521xueweihan/HelloGitHub
每月推荐 GitHub 上有趣、适合入门的开源项目，帮新手找到第一个能上手的仓库。
+38k - 23donnemartin/system-design-primer
系统设计入门指南，讲解大规模系统设计并附面试闪卡，适合准备系统设计面试。
+37k - 24virgiliojr94/book-to-skill
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
+36k - 25Leey21/awesome-ai-research-writing
Elevate your AI research writing, no more tedious polishing ✨
+35k - 26freestylefly/awesome-gpt-image-2
Prompt as Code | GPT Image 2 / 2.5 提示词与案例库，530+ 个案例、20+ 套工业级模板与可复用 Skills，新增 2.5 同提示词对比专区，附完整提示词与生成记录，持续更新。
+35k - 27xai-org/x-algorithm
Algorithm powering the For You feed on X
+34k - 28Lordog/dive-into-llms
大模型编程实践教程，通过动手代码带你入门并理解 LLM 的关键技术。
+33k - 29freeCodeCamp/freeCodeCamp
免费学习数学、编程与计算机科学的开源课程和认证平台，附带完整源码。
+32k - 30hesamsheikh/awesome-openclaw-usecases
A community collection of OpenClaw use cases for making life easier.
+32k - 31shareAI-lab/learn-claude-code
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
+31k - 32Fincept-Corporation/FinceptTerminal
FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.
+30k - 33practical-tutorials/project-based-learning
按语言分类的项目实战教程合集，适合通过动手做来学编程。
+29k - 34byoungd/up
韩先凯的人生进阶指南 AI时代 中英双语终身学习指南：AI、学习 、创业、财富、爱情与人生
+28k - 35ComposioHQ/awesome-claude-skills
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
+28k - 36jwasham/coding-interview-university
从零补计算机科学的完整学习计划，适合准备技术面试的人按图索骥。
+26k - 37microsoft/AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+25k - 38avelino/awesome-go
Go 框架、库和软件的资源精选列表，找工具或查生态时很实用。
+23k - 39VoltAgent/awesome-agent-skills
A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.
+22k - 40walkinglabs/learn-harness-engineering
Harness engineering beginner tutorial, from 0 to 1
+22k - 41NanmiCoder/MediaCrawler
抓取小红书、抖音、B站、微博、贴吧、知乎内容与评论的多平台爬虫工具。
+22k - 42nilbuild/developer-roadmap
覆盖前端到架构的交互式学习路线图，帮开发者规划职业成长路径。
+22k - 43awesome-dsh-plugin/awesome-dsh-pluginNEW
整理 DeepSeek Harness 插件精选列表，方便查找和挑选可用插件。
+21k - 44ripienaar/free-for-dev
汇总各云服务免费额度的清单，方便开发者和运维挑选可用资源。
+21k - 45hesreallyhim/awesome-claude-code
A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at Anthropic PBC (no affiliation). A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins
+20k - 46datawhalechina/easy-vibe
💻 Vibe Coding 101｜Your First Course For AI Product Builders.
+20k - 47unslothai/unsloth
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.
+20k - 48f/prompts.chat
社区分享和收集 ChatGPT 等大模型提示词的开源项目，可自行部署私有使用。
+19k - 49rocketride-org/rocketride-server
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
+19k - 50rasbt/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+19k - 51EbookFoundation/free-programming-books
收录大量免费编程书籍的资源列表，按语言和主题分类，适合自学查阅。
+18k - 52wanshuiyin/Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
+18k - 53Asabeneh/30-Days-Of-Python
The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
+18k - 54Evolink-AI/awesome-gpt-image-2-API-Prompts
GPT-Image-2 API and Prompts
+17k - 55composio-community/awesome-codex-skills
A curated list of practical Codex skills for automating workflows across the Codex CLI and API.
+17k - 56KnifeLemon/FileeNEW
离线文件转换工具，拖拽即可在本地转换263种格式，无需上传或安装 Office。
+17k - 57jaywcjlove/awesome-mac
This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.
+17k - 58Hack-with-Github/Awesome-Hacking
A collection of various awesome lists for hackers, pentesters and security researchers
+15k - 59roboflow/supervision
We write your reusable computer vision tools. 💜
+14k - 60laoma528/awesome-zhuiju-free
免费无广告的追剧资源指南，人工精选资源、每天检测资源有效性。收录在线影视、影视APP、网盘搜索、磁力BT、字幕、TVBox / 影视仓空壳软件/配置地址、IPTV直播源、会员拼团、影视相关开源项目。开源，社区共同维护。
+14k - 61punkpeye/awesome-mcp-servers
A collection of MCP servers.
+14k - 62cdyforever/how-to-live-betterNEW
《高性价比人生指南》全书 528 条的在线单页阅读版：手机可读、可搜索、零依赖、支持离线
+14k - 63YouMind-OpenLab/awesome-nano-banana-pro-prompts
🍌 World's largest Nano Banana Pro prompt library — 10,000+ curated prompts with preview images, 16 languages. Google Gemini AI image generation. Free & open source.
+14k - 64sgl-project/sglang
SGLang is a high-performance serving framework for large language models and multimodal models.
+13k - 65yihui-dev/awesome-opus5-5-videosNEW
收录用 Claude Opus 5.5 生成的病毒视频及提示词，可对照原作与 Skillry 实时重制。
+12k - 66mnfst/awesome-free-llm-apis
List of Permanent Free LLM API (API Keys)
+12k - 67adongwanai/AgentGuide
https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成
+11k - 68HKUSTDial/Supervisor-Skills
将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿，你的 AI 科研副导师。
+11k - 69huggingface/transformers
统一加载和训练文本、视觉、音频与多模态前沿模型的核心框架，支持推理与训练。
+11k - 70liyupi/ai-guide
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站
+11k - 71YouMind-OpenLab/awesome-gpt-image-2
🚀 World's largest GPT Image 2 prompt library, updated daily — 2000+ curated prompts with preview images, 16 languages. OpenAI's next-gen image model with pixel-perfect text rendering, cross-image consistency, and commercial-grade illustration. Free & open source.
+10k - 72openbq-org/OpenBB
Open Data Platform for analysts, quants and AI agents.
+10k - 73VoltAgent/awesome-claude-code-subagents
A collection of 100+ specialized Claude Code subagents covering a wide range of development use cases
+10.0k - 74ByteByteGoHq/system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
+9.8k - 75MakazhanAlpamys/Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
+9.8k - 76paperless-ngx/paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
+9.8k - 77nautechsystems/nautilus_trader
Production-grade Rust-native trading engine with deterministic event-driven architecture
+9.7k - 78ossu/computer-science
一份免费自学计算机科学的完整课程路线，从入门到进阶都有清晰安排。
+9.6k - 79FareedKhan-dev/kimi-k3-in-cNEW
A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.
+9.2k - 80LAMDA-NeSy/Research-Starter-KitNEW
从0开始，掌握做科研、写论文的基本流程。
+9.2k - 81ChenLiu-1996/figures4papers
My Python scripts to make high-quality figures for publications in top AI conferences and journals.
+8.6k - 82krahets/hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語，提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现
+8.4k - 83fastapi/fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
+8.4k - 84TheAlgorithms/Python
用 Python 实现的各种经典算法合集，适合学习算法和准备面试时查阅。
+8.3k - 85cporter202/API-mega-list
This GitHub repo is a powerhouse collection of APIs you can start using immediately to build everything from simple automations to full-scale applications. One of the most valuable API lists on GitHub—period. 💪
+8.2k - 86ultralytics/ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+8.2k - 87WenyuChiou/awesome-agentic-ai-zh
A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。
+8.1k - 88tensorflow/tensorflow
谷歌开源的机器学习框架，覆盖从研究到生产的深度学习全流程
+8.0k - 89mlabonne/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
+7.8k - 90microsoft/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
+7.8k - 91Human-Agent-Society/reefNEW
Infrastructure for continually self‑improving agents
+7.8k - 92dair-ai/Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
+7.5k - 93MunGell/awesome-for-beginners
A list of awesome beginners-friendly projects.
+7.5k - 94DataTalksClub/data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼
+7.4k - 95qingjian-team/qingjianNEW
青简 Qingjian：用 Rust 写的拼音输入法，候选词旁多一条正在学的语言的译词
+7.3k - 96alexpate/awesome-design-systems
💅🏻 ⚒ A collection of awesome design systems
+7.3k - 97pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+7.2k - 98bojieli/ai-infra-bookNEW
《深入理解 AI Infra：量化分析与系统设计》（李博杰 著）开源书稿：从硬件约束和模型架构出发，量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验
+7.1k - 99TokenRhythm/opensquilla
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
+7.1k - 100mizorewww/laya-mlxNEW
Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.
+7.0k
