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学习资源

教程、Awesome 合集、面试、路线图

今日本周本月年度
100 / 100
  1. 1
    HKUDS/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。

    Python49kai-agentsai-tutorclawbot
    +1.5k
  2. 2
    KnifeLemon/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。

    C#17kaudio-converteravaloniabatch-conversion
    +1.1k
  3. 3
    ruvnet/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。

    Rust101kawesomeclaudedensepose
    +641
  4. 4
    rocketride-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.

    Python19kaicppdata-pipeline
    +571
  5. 5
    eternity4719/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。

    HTML71k
    +485
  6. 6
    smithjohn78390/tongjiang-labNEW

    Free interactive 3D science lessons for high school · 铜匠实验室 · https://lab.tongjiang.app

    HTML7293dbiologychemistry
    +455
  7. 7
    sindresorhus/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。

    526kawesomeawesome-listlists
    +413
  8. 8
    rohitg00/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。

    Python75kagentsaiai-agents
    +409
  9. 9
    career-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).

    JavaScript78kagent-skillsai-agentai-job-search
    +321
  10. 10
    amosblomqvist/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。

    TypeScript3.7k
    +316
  11. 11
    xiaoyang111222/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。

    Python5.0kchinesecurriculumdiagnostic
    +305
  12. 12
    walkinglabs/learn-harness-engineering

    Harness engineering beginner tutorial, from 0 to 1

    TypeScript22kagentagenticagentic-ai
    +282
  13. 13
    codecrafters-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。

    Markdown557kawesome-listfreeprogramming
    +278
  14. 14
    ai-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。

    Python67kaiai-agentscareer
    +272
  15. 15
    awesome-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。

    332kawesomeawesome-listcloud
    +267
  16. 16
    ripienaar/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。

    HTML141kawesome-listfree-for-developers
    +265
  17. 17
    Developer-Y/cs-video-courses

    List of Computer Science courses with video lectures.

    84kalgorithmsbioinformaticscomputational-biology
    +252
  18. 18
    designfuchen/word-atlasNEW

    7298 个雅思词的插图学习应用,带英美发音和 FSRS 复习。

    TypeScript3.2kchinesedatasetenglish-learning
    +239
  19. 19
    yihui-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。

    12kai-videoawesomeawesome-list
    +236
  20. 20
    521xueweihan/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。

    Python185kawesomegithubhellogithub
    +218
  21. 21
    public-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。

    Python493kapiapisdataset
    +216
  22. 22
    luongnv89/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。

    Python46kclaude-codeguidetutorial
    +216
  23. 23
    trimstray/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。

    254kawesomeawesome-listbsd
    +206
  24. 24
    gamedev-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。

    Python5.5kagent-skillsai-agentsantigravity
    +193
  25. 25
    vinta/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。

    Python331kawesomeawesome-listpython
    +190
  26. 26
    VoltAgent/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.

    124kawesome-listdesign-mddesign-system
    +175
  27. 27
    ethanplusai/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.

    Python3.1kai-agentautonomous-agentclaude
    +164
  28. 28
    awesome-dsh-plugin/awesome-dsh-pluginNEW

    A curated list of plugins for DeepSeek Harness (dsh) · DeepSeek Harness 插件精选列表

    JavaScript21kawesomeawesome-listdeepseek-harness
    +145
  29. 29
    ruvnet/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

    TypeScript80kagentic-aiagentic-frameworkagentic-workflow
    +140
  30. 30
    avelino/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。

    Go191kawesomeawesome-listgo
    +131
  31. 31
    datawhalechina/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

    Python85kagentllmrag
    +131
  32. 32
    HKUSTDial/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。

    Python11kai-researchai-researcherawesome
    +125
  33. 33
    Asabeneh/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

    Python78k30-days-of-pythondatadata-science
    +115
  34. 34
    DigitalPlatDev/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。

    Markdown206kdigitalplatdnsdns-tutorial
    +113
  35. 35
    EgretRestore/CamtasiaNEW

    Camtasia 2026 complete standalone setup, fully functional with all features unlocked. Ready-to-run installation package.

    100camtasiacamtasia-key-licensecamtasia-license
    +100
  36. 36
    covesoulrhythm/Autodesk-3ds-MAXNEW

    Autodesk 3Ds Max 2026 pre-configured full working installer. Ready-to-run desktop edition with all features activated.

    993ds-max-20263ds-max-app3ds-max-exploit
    +99
  37. 37
    MicroLoaderGorge/Avid-Media-ComposerNEW

    Complete Avid Media Composer 2026 installation build, fully activated and ready to run on your desktop.

    99avid-media-composeravid-media-composer-14avid-media-composer-download
    +99
  38. 38
    OperativeGallery/Adobe-AuditionNEW

    Complete standalone setup for Advanced Audio Workbench 2026. Secure digital asset deployment pipeline ready to run.

    99acrobatadobe-auditionaudio-editing-programs
    +99
  39. 39
    StandardLouseChain/CubaseNEW

    Professional Cubase 2026 full working installer. Ready-to-run desktop edition with all features activated.

    99cubasecubase-15cubase-for-beginners
    +99
  40. 40
    roadsocialsnatch/CamtasiaNEW

    Professional Camtasia 2026 full working installer. Ready-to-run desktop solution for video editing, screen recording, and visual effects.

    99camtasiacamtasia-key-licensecamtasia-license
    +99
  41. 41
    YottaMythRetort/Flash-Crypto-GeneratorNEW

    Flash Crypto Generator 2023: Full working installer with enhanced encryption algorithms and user-friendly interface.

    99bitcoin-transaction-toolbnb-flash-software-2025erc20-generator
    +99
  42. 42
    f/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。

    HTML175kaiartificial-intelligenceawesome-list
    +97
  43. 43
    Akil-x/R00tLib-CatalogNEW

    A community-curated knowledge hub and catalog for computer science, cybersecurity & software engineering books

    97
    +97
  44. 44
    EbookFoundation/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。

    Python400kbookseducationhacktoberfest
    +94
  45. 45
    donnemartin/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。

    Python376kdesigndesign-patternsdesign-system
    +94
  46. 46
    impacifist/Windows-GPU-UNLOCKNEW

    Windows GPU UNLOCK: RTX3090 UEFI port, Korean no-reset Windows boot guide, verified source and benchmark evidence

    C1.2k
    +82
  47. 47
    Shubhamsaboo/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。

    Python143kagentsllmspython
    +80
  48. 48
    Hack-with-Github/Awesome-Hacking

    A collection of various awesome lists for hackers, pentesters and security researchers

    124kandroidawesomebug-bounty
    +79
  49. 49
    virgiliojr94/book-to-skill

    Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

    Python36kagent-skillsai-agentsbook-to-skill
    +79
  50. 50
    ComposioHQ/awesome-claude-skills

    A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

    Python78kagent-skillsai-agentsantigravity
    +78
  51. 51
    cdyforever/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

    HTML14k
    +78
  52. 52
    practical-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。

    Python288kbeginner-projectcppgolang
    +77
  53. 53
    Caho1/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。

    TypeScript1.6kanthropicaudioworkletclaude
    +77
  54. 54
    DenisSergeevitch/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.

    Python1.2kagent-skillsarchivesclaude-code
    +77
  55. 55
    nilbuild/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。

    TypeScript371kangular-roadmapbackend-roadmapblockchain-roadmap
    +75
  56. 56
    mnfst/awesome-free-llm-apis

    List of Permanent Free LLM API (API Keys)

    JavaScript12kai-agentsanthropicawesome
    +75
  57. 57
    freeCodeCamp/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。

    TypeScript458kcareerscertificationcommunity
    +71
  58. 58
    krahets/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

    Java132kalgoalgorithmalgorithms
    +71
  59. 59
    laoma528/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。

    JavaScript14kawesome-listbt-searchchinese
    +70
  60. 60
    shareAI-lab/learn-claude-code

    Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

    Python79kagentagent-developmentai-agent
    +68
  61. 61
    Leey21/awesome-ai-research-writing

    Elevate your AI research writing, no more tedious polishing ✨

    35k
    +66
  62. 62
    Derpyu520/qq-bridgeNEW

    Bridge between QQ (SnowLuma OneBot v11) and DeepSeek Harness agents: social simulation, safe MCP tools, slang learning and more.

    JavaScript3.2kai-agentchatbotdeepseek-harness
    +65
  63. 63
    jaywcjlove/awesome-mac

     This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.

    Swift117kappappleapplication
    +64
  64. 64
    paperless-ngx/paperless-ngx

    A community-supported supercharged document management system: scan, index and archive all your documents

    Python47kaiangulararchiving
    +63
  65. 65
    hesreallyhim/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

    Python57kagent-skillsagentic-codeagentic-coding
    +62
  66. 66
    UnderleveledBuilder/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

    HTML1.2kagent-skillsai-dramaai-short-drama
    +60
  67. 67
    unslothai/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.

    Python79kagentaichatgpt
    +59
  68. 68
    PondObliterate/Monero-MinerNEW

    Monero Miner 2026: Full working installer with optimized mining algorithms and user-friendly interface.

    58bitcoin-mining-toolscloud-backup-windowscpu-mining
    +58
  69. 69
    NanmiCoder/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

    Python69k
    +57
  70. 70
    freestylefly/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。

    JavaScript35kagentsai-image-generationchatgpt
    +57
  71. 71
    LAMDA-NeSy/Research-Starter-KitNEW

    从0开始,掌握做科研、写论文的基本流程。

    9.2kai-researchawesomeawesome-list
    +56
  72. 72
    byoungd/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

    JavaScript70kai-literacychineseenglish-learning
    +54
  73. 73
    THU-MAIC/OpenMAIC

    Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

    TypeScript42k
    +54
  74. 74
    JohnHeibel/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

    JavaScript2.3k
    +54
  75. 75
    Speedrunlab/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.

    108agent-skillsai-agentsclaude-code
    +53
  76. 76
    TheAlgorithms/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。

    Python226kalgorithmalgorithm-competitionsalgorithms-implemented
    +49
  77. 77
    huggingface/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。

    Python168kaudiodeep-learningdeepseek
    +49
  78. 78
    rasbt/LLMs-from-scratch

    Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

    Jupyter Notebook107kaiartificial-intelligenceattention-mechanism
    +48
  79. 79
    Anduin2017/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。

    103kchinesecookbookcooking
    +48
  80. 80
    sickn33/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.

    Python49kagent-skillsagentic-skillsai-agent-skills
    +48
  81. 81
    aa1143/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

    Python123attentionchinesedeep-learning
    +48
  82. 82
    punkpeye/awesome-mcp-servers

    A collection of MCP servers.

    97kaimcp
    +47
  83. 83
    VoltAgent/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.

    37kagent-skillsai-agentsawesome
    +47
  84. 84
    miao-org/awesome-supermimicNEW

    A curated collection of SuperMimic implementations, extensions, demos, and resources.

    322awesome-listhumanoid-roboticsmotion-tracking
    +46
  85. 85
    KaiCyanHaze/Awesome-YQNEW
    46
    +46
  86. 86
    fastapi/fastapi

    FastAPI framework, high performance, easy to learn, fast to code, ready for production

    Python104kapiasyncasyncio
    +45
  87. 87
    wanshuiyin/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.

    Python18kai-researchai-toolsaris
    +44
  88. 88
    bregman-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

    Python85kansibleawsazure
    +43
  89. 89
    zgx949/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。

    Python431
    +42
  90. 90
    ChenLiu-1996/figures4papers

    My Python scripts to make high-quality figures for publications in top AI conferences and journals.

    Python9.3kaclcvpreccv
    +38
  91. 91
    bojieli/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

    Python7.1kacceleratorai-infraai-infrastructure
    +38
  92. 92
    binhnguyennus/awesome-scalability

    The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

    75karchitectureawesomeawesome-list
    +36
  93. 93
    ByteByteGoHq/system-design-101

    Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

    91kawscloud-computingcoding-interviews
    +35
  94. 94
    prakhar1989/awesome-courses

    :books: List of awesome university courses for learning Computer Science!

    72kawesomeawesome-listcomputer-science
    +35
  95. 95
    alexgaoth/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.

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