学习资源
教程、Awesome 合集、面试、路线图
- 1HKUDS/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。
+1.5k - 2KnifeLemon/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。
+1.1k - 3ruvnet/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。
+641 - 4rocketride-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.
+571 - 5eternity4719/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。
+485 - 6smithjohn78390/tongjiang-labNEW
Free interactive 3D science lessons for high school · 铜匠实验室 · https://lab.tongjiang.app
+455 - 7sindresorhus/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。
+413 - 8rohitg00/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。
+409 - 9career-ops-hq/career-ops
Open-source AI job search agent and job finder: scan job boards, score each job 1-5 against your CV before you apply, tailor an ATS-friendly resume and cover letter, get interview prep and a job application tracker. It helps you fill in each application; you press Submit. Runs locally in your AI coding CLI (Claude Code, Codex, OpenCode and more).
+321 - 10amosblomqvist/learnharnessNEW
用智能体框架系统学习困难主题,适合想结构化钻研复杂知识的人。
+316 - 11xiaoyang111222/cn-math-taxonomyNEW
开源K12知识图谱,覆盖数学英语物理共1644个知识点,附课标对齐与自适应前置诊断。
+305 - 12walkinglabs/learn-harness-engineering
Harness engineering beginner tutorial, from 0 to 1
+282 - 13codecrafters-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。
+278 - 14ai-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。
+272 - 15awesome-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。
+267 - 16ripienaar/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。
+265 - 17Developer-Y/cs-video-courses
List of Computer Science courses with video lectures.
+252 - 18designfuchen/word-atlasNEW
7298 个雅思词的插图学习应用,带英美发音和 FSRS 复习。
+239 - 19yihui-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。
+236 - 20521xueweihan/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。
+218 - 21public-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。
+216 - 22luongnv89/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。
+216 - 23trimstray/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。
+206 - 24gamedev-skills/awesome-gamedev-agent-skills
为 AI 编程助手准备的 77 个游戏开发技能,覆盖 Godot、Unity、虚幻等引擎,按任务自动加载对应技能。
+193 - 25vinta/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。
+190 - 26VoltAgent/awesome-design-md
A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI.
+175 - 27ethanplusai/harvey
Autonomous AI sales agent powered by Claude Code or Codex. Finds prospects, writes cold emails, sends campaigns, handles replies, books meetings. No API keys needed — runs on your Claude or Codex subscriptions.
+164 - 28awesome-dsh-plugin/awesome-dsh-pluginNEW
A curated list of plugins for DeepSeek Harness (dsh) · DeepSeek Harness 插件精选列表
+145 - 29ruvnet/rufloGitHub 趋势
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
+140 - 30avelino/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。
+131 - 31datawhalechina/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
+131 - 32HKUSTDial/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。
+125 - 33Asabeneh/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
+115 - 34DigitalPlatDev/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。
+113 - 35EgretRestore/CamtasiaNEW
Camtasia 2026 complete standalone setup, fully functional with all features unlocked. Ready-to-run installation package.
+100 - 36covesoulrhythm/Autodesk-3ds-MAXNEW
Autodesk 3Ds Max 2026 pre-configured full working installer. Ready-to-run desktop edition with all features activated.
+99 - 37MicroLoaderGorge/Avid-Media-ComposerNEW
Complete Avid Media Composer 2026 installation build, fully activated and ready to run on your desktop.
+99 - 38OperativeGallery/Adobe-AuditionNEW
Complete standalone setup for Advanced Audio Workbench 2026. Secure digital asset deployment pipeline ready to run.
+99 - 39StandardLouseChain/CubaseNEW
Professional Cubase 2026 full working installer. Ready-to-run desktop edition with all features activated.
+99 - 40roadsocialsnatch/CamtasiaNEW
Professional Camtasia 2026 full working installer. Ready-to-run desktop solution for video editing, screen recording, and visual effects.
+99 - 41YottaMythRetort/Flash-Crypto-GeneratorNEW
Flash Crypto Generator 2023: Full working installer with enhanced encryption algorithms and user-friendly interface.
+99 - 42f/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。
+97 - 43Akil-x/R00tLib-CatalogNEW
A community-curated knowledge hub and catalog for computer science, cybersecurity & software engineering books
+97 - 44EbookFoundation/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。
+94 - 45donnemartin/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。
+94 - 46impacifist/Windows-GPU-UNLOCKNEW
Windows GPU UNLOCK: RTX3090 UEFI port, Korean no-reset Windows boot guide, verified source and benchmark evidence
+82 - 47Shubhamsaboo/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。
+80 - 48Hack-with-Github/Awesome-Hacking
A collection of various awesome lists for hackers, pentesters and security researchers
+79 - 49virgiliojr94/book-to-skill
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
+79 - 50ComposioHQ/awesome-claude-skills
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
+78 - 51cdyforever/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
+78 - 52practical-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。
+77 - 53Caho1/open-claude-uiNEW
基于 REA 深度拆解并高保真还原 Claude 官方桌面端 UI。还原 30 个独立 React 组件与 8 项硬核交互物理算法,附带 3000+ 行逆向分析手册。
+77 - 54DenisSergeevitch/ex-ussr-kinship-researchNEW
Evidence-first genealogy skill for AI agents (Codex, Claude Code): church books, civil, military, deportation and repression records across the former USSR. Replies in your language.
+77 - 55nilbuild/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。
+75 - 56mnfst/awesome-free-llm-apis
List of Permanent Free LLM API (API Keys)
+75 - 57freeCodeCamp/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。
+71 - 58krahets/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
+71 - 59laoma528/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。
+70 - 60shareAI-lab/learn-claude-code
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
+68 - 61Leey21/awesome-ai-research-writing
Elevate your AI research writing, no more tedious polishing ✨
+66 - 62Derpyu520/qq-bridgeNEW
Bridge between QQ (SnowLuma OneBot v11) and DeepSeek Harness agents: social simulation, safe MCP tools, slang learning and more.
+65 - 63jaywcjlove/awesome-mac
This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.
+64 - 64paperless-ngx/paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
+63 - 65hesreallyhim/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
+62 - 66UnderleveledBuilder/awesome-short-drama-skillsNEW
AI 短剧 · 漫剧 Skill(技能包)精选:剧本、改编、分镜、Seedance / 可灵 / MiniMax 视频提示词,千问、豆包、龙虾 OpenClaw、WorkBuddy、Claude Code、Codex 等智能体可用 | Curated agent skills for AI short drama, micro drama / microdrama, vertical drama and manju (AI comic drama): screenwriting, storyboards, Seedance / Kling / MiniMax video prompts
+60 - 67unslothai/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.
+59 - 68PondObliterate/Monero-MinerNEW
Monero Miner 2026: Full working installer with optimized mining algorithms and user-friendly interface.
+58 - 69NanmiCoder/MediaCrawler
小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 | 评论爬虫、微博帖子 | 评论爬虫、百度贴吧帖子 | 百度贴吧评论回复爬虫 | 知乎问答文章|评论爬虫
+57 - 70freestylefly/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。
+57 - 71LAMDA-NeSy/Research-Starter-KitNEW
从0开始,掌握做科研、写论文的基本流程。
+56 - 72byoungd/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
+54 - 73THU-MAIC/OpenMAIC
Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click
+54 - 74JohnHeibel/ClaudeAnimationBaseNEW
A starter kit for animating hand-painted cartoons with Claude: p5.js + p5.brush, the Clawd character, 31 acted emotions and a guide for the model
+54 - 75Speedrunlab/reverse-engineer-anything-self-learning-loopNEW
Agent skill: examine a product you're authorised to rebuild, build your own, then test against the original and fix gaps until every must-have on a written checklist passes. Inspired by REA (@morluto), not affiliated. MIT.
+53 - 76TheAlgorithms/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。
+49 - 77huggingface/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。
+49 - 78rasbt/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+48 - 79Anduin2017/HowToCook精选
程序员做饭指南:用写文档的严谨来写菜谱,精确到克。
+48 - 80sickn33/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.
+48 - 81aa1143/NamiGPTNEW
零基础入门大模型(LLM)的基础教程:从零手写 GPT-2,一行行看懂大模型是怎么工作的 | Build GPT-2 from scratch in PyTorch, step by step
+48 - 82punkpeye/awesome-mcp-servers
A collection of MCP servers.
+47 - 83VoltAgent/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.
+47 - 84miao-org/awesome-supermimicNEW
A curated collection of SuperMimic implementations, extensions, demos, and resources.
+46 - 85KaiCyanHaze/Awesome-YQNEW+46
- 86fastapi/fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
+45 - 87wanshuiyin/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.
+44 - 88bregman-arie/devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
+43 - 89zgx949/ai-pojiaNEW
破甲CodeX。面向小白的实用 Skills 与插件,可直接破甲CodeX发挥出模型最大的潜能,附完整教程和示例。
+42 - 90ChenLiu-1996/figures4papers
My Python scripts to make high-quality figures for publications in top AI conferences and journals.
+38 - 91bojieli/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
+38 - 92binhnguyennus/awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
+36 - 93ByteByteGoHq/system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
+35 - 94prakhar1989/awesome-courses
:books: List of awesome university courses for learning Computer Science!
+35 - 95alexgaoth/awesome-reverse-engineeredNEW
Don't reverse engineer it twice. 17,000+ open-source tools built by reverse engineering closed apps, APIs, devices, protocols, file formats, games and AI tools. Search site + agent skill + MCP server, refreshed nightly.
+35 - 96morluto/awesome-reverse-engineeringNEW
Curated reverse-engineering tools and learning resources for binaries, apps, firmware, formats, and protocols.
+34 - 97morganlinton/BeautifulRustNEW
Agent Skills that teach coding agents to write, review, and port idiomatic Rust, plus a tested clippy config. Works with Claude Code, Codex, Copilot, Cursor, and Gemini CLI.
+34 - 98MCG-NJU/AutoTavernNEW
TavernGym and TavernBench: a faithful, full-content Hearthstone Battlegrounds simulator with an RL interface, and a 960-task decision benchmark. Code and data for "Build, Don't Play".
+34 - 99MunGell/awesome-for-beginners
A list of awesome beginners-friendly projects.
+33 - 100qingjian-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
+33