nav-extensions.json

{
  "categories": [
    {
      "id": "ext-api-router",
      "name": "AI 模型 API · 路由聚合 · 推理云",
      "tools": [
        {
          "title": "Jev (TypeSafe AI)",
          "subtitle": "决策专用 System One：闭源云 API；也可走 OpenRouter typesafe/jev",
          "link": "https://typesafe.ai/",
          "added": "2026-09-23"
        },
        {
          "title": "Laya (Convai)",
          "subtitle": "开源决策模型：Apache 2.0 权重，Choice/Score/Noul，可自托管",
          "link": "https://huggingface.co/convaiinnovations/laya",
          "added": "2026-09-23"
        },
        {
          "title": "OpenRouter",
          "subtitle": "统一接入数百个商业/开源模型，OpenAI 兼容 API，按调用计费",
          "link": "https://openrouter.ai/"
        },
        {
          "title": "Otari",
          "subtitle": "Mozilla.ai 开源 LLM 控制面：40+ 厂商路由、虚拟 Key、预算与用量治理",
          "link": "https://otari.ai/",
          "added": "2026-07-07"
        },
        {
          "title": "OpenRouter Models",
          "subtitle": "模型目录：筛选文本/图像/嵌入等，比价、上下文与吞吐量",
          "link": "https://openrouter.ai/models"
        },
        {
          "title": "Together AI",
          "subtitle": "开源与专用模型托管、推理 API 与微调",
          "link": "https://www.together.ai/"
        },
        {
          "title": "GroqCloud",
          "subtitle": "LPU 推理，极低延迟，兼容常用聊天/补全 API",
          "link": "https://console.groq.com/"
        },
        {
          "title": "Fireworks AI",
          "subtitle": "生产级推理与微调，多模型与 Serverless 部署",
          "link": "https://fireworks.ai/"
        },
        {
          "title": "DeepInfra",
          "subtitle": "按秒计费的模型 API 与 GPU 推理",
          "link": "https://deepinfra.com/"
        },
        {
          "title": "Replicate",
          "subtitle": "跑开源模型与自定义镜像，HTTP API 调用",
          "link": "https://replicate.com/"
        },
        {
          "title": "Hugging Face Inference",
          "subtitle": "Hub 模型推理与推理服务商（Inference Providers）",
          "link": "https://huggingface.co/docs/inference-endpoints/"
        },
        {
          "title": "Hugging Face Models",
          "subtitle": "Hub 模型库：按任务、参数量、框架、许可证与推理可用性筛选浏览",
          "link": "https://huggingface.co/models"
        },
        {
          "title": "硅基流动 SiliconFlow",
          "subtitle": "国内常用模型 API 聚合与优惠套餐",
          "link": "https://siliconflow.cn/"
        },
        {
          "title": "阶跃星辰 StepFun",
          "subtitle": "Step 系列大模型 API 与控制台（兼容 OpenAI SDK）",
          "link": "https://platform.stepfun.com/"
        },
        {
          "title": "MiniMax 开放平台",
          "subtitle": "文本/语音/视频/音乐多模态 API（含海螺视频等），兼容 OpenAI SDK",
          "link": "https://platform.minimax.io/"
        },
        {
          "title": "Mistral AI La Plateforme",
          "subtitle": "Mistral 官方 API、模型与用量控制台",
          "link": "https://console.mistral.ai/"
        },
        {
          "title": "Cohere",
          "subtitle": "企业向 RAG、Embed、重排与 Command 系列 API",
          "link": "https://cohere.com/"
        },
        {
          "title": "火山方舟 Ark",
          "subtitle": "字节豆包等模型推理与 API（火山引擎）",
          "link": "https://console.volcengine.com/ark"
        },
        {
          "title": "阿里云百炼",
          "subtitle": "通义大模型与应用构建、API 与智能体",
          "link": "https://bailian.console.aliyun.com/"
        },
        {
          "title": "百度千帆",
          "subtitle": "文心与企业级大模型开发平台",
          "link": "https://qianfan.cloud.baidu.com/"
        },
        {
          "title": "腾讯云混元",
          "subtitle": "混元大模型 API 与行业方案入口",
          "link": "https://cloud.tencent.com/product/hunyuan"
        },
        {
          "title": "Amazon Bedrock",
          "subtitle": "AWS 托管多厂商模型（Claude、Llama、Titan 等）",
          "link": "https://aws.amazon.com/bedrock/"
        },
        {
          "title": "Google Vertex AI",
          "subtitle": "GCP 模型训练、部署与 Gemini 等企业 API",
          "link": "https://cloud.google.com/vertex-ai"
        },
        {
          "title": "Novita AI",
          "subtitle": "多模型 API 与 GPU 云实例",
          "link": "https://novita.ai/"
        },
        {
          "title": "Modal",
          "subtitle": "Serverless GPU/容器，按用量跑推理与批任务",
          "link": "https://modal.com/"
        },
        {
          "title": "RunPod",
          "subtitle": "GPU 租用与 Serverless 推理",
          "link": "https://www.runpod.io/"
        },
        {
          "title": "Baseten",
          "subtitle": "模型部署、推理与监控基础设施",
          "link": "https://www.baseten.co/"
        },
        {
          "title": "Lepton AI",
          "subtitle": "云原生模型服务与简单扩缩容",
          "link": "https://www.lepton.ai/"
        },
        {
          "title": "OpenAI Platform",
          "subtitle": "官方 API、Assistants、Responses 等",
          "link": "https://platform.openai.com/"
        },
        {
          "title": "Google AI Studio",
          "subtitle": "Gemini 系列密钥、试玩与 API 入口",
          "link": "https://aistudio.google.com/"
        },
        {
          "title": "Anthropic Console",
          "subtitle": "Claude 官方 API 与用量",
          "link": "https://console.anthropic.com/"
        },
        {
          "title": "Azure AI Foundry",
          "subtitle": "企业侧 Azure OpenAI 与多模型服务入口",
          "link": "https://ai.azure.com/"
        }
      ]
    },
    {
      "id": "ext-agent-workflow",
      "name": "AI 智能体 · 工作流与自动化",
      "tools": [
        {
          "title": "Manus",
          "subtitle": "通用 AI Agent，自主规划、执行复杂任务，浏览器+终端+代码全栈操控",
          "link": "https://manus.im/",
          "added": "2026-04-22"
        },
        {
          "title": "OpenAI Symphony",
          "subtitle": "开源 Codex 编排：工单→隔离 autonomous run，Harness Engineering 下一步",
          "link": "https://github.com/openai/symphony",
          "added": "2026-07-07"
        },
        {
          "title": "Microsoft Webwright",
          "subtitle": "代码驱动浏览器 Agent，插件对接 Claude Code/Codex/OpenClaw",
          "link": "https://github.com/microsoft/Webwright",
          "added": "2026-07-07"
        },
        {
          "title": "Grok Voice Agent Builder",
          "subtitle": "xAI 无代码语音 Agent：端到端 Grok Voice + 电话/MCP/知识库",
          "link": "https://x.ai/news/grok-voice-agent-builder",
          "added": "2026-07-07"
        },
        {
          "title": "Claude Science",
          "subtitle": "Anthropic 科研 Workbench：工具集成、可审计产物、算力调度（beta）",
          "link": "https://www.anthropic.com/news/claude-science-ai-workbench",
          "added": "2026-07-07"
        },
        {
          "title": "OpenHands",
          "subtitle": "开源 AI 软件开发 Agent（原 OpenDevin），支持代码编写与终端操作",
          "link": "https://github.com/All-Hands-AI/OpenHands"
        },
        {
          "title": "Suna",
          "subtitle": "开源通用 AI Agent，自动化研究、数据分析与工作流执行",
          "link": "https://www.suna.ai/",
          "added": "2026-04-23"
        },
        {
          "title": "LobsterAI 有道龙虾",
          "subtitle": "网易有道桌面级 Agent，远程控机、多端协同与定时任务（内测/官网申请）",
          "link": "https://lobsterai.youdao.com/",
          "added": "2026-04-25"
        },
        {
          "title": "Hermes Agent",
          "subtitle": "2026 开源 Agent 实战首选：记忆、技能自进化、IM 集成、MCP（55K+ 星，大量 OpenClaw 用户已迁移）",
          "link": "https://github.com/NousResearch/hermes-agent",
          "alias": "hermes,hermes agent,nousresearch,自进化agent"
        },
        {
          "title": "Hermes Agent 产品站",
          "subtitle": "Nous Research 官方产品介绍、功能概览与快速开始",
          "link": "https://hermes-agent.nousresearch.com/",
          "alias": "hermes产品站,hermes official,nousresearch"
        },
        {
          "title": "Hermes Agent 中文站",
          "subtitle": "有记忆的开源 AI 智能体，越用越聪明 — 中文功能介绍与快速开始",
          "link": "https://hermes-agent.org/zh/",
          "alias": "hermes官网,hermes agent官网,hermes中文站"
        },
        {
          "title": "Hermes Agent 文档",
          "subtitle": "安装配置、CLI、消息网关、技能系统与架构说明",
          "link": "https://hermes-agent.nousresearch.com/docs/",
          "alias": "hermes文档,hermes docs"
        },
        {
          "title": "Hermes Agent 橙皮书",
          "subtitle": "从入门到精通系列：架构解析、技能编写、OpenClaw 迁移与最佳实践",
          "link": "https://github.com/alchaincyf/hermes-agent-orange-book",
          "alias": "hermes橙皮书,hermes教程"
        },
        {
          "title": "OpenClaw",
          "subtitle": "开源自托管个人 AI 助理框架，Stars 高；新用户建议优先 Hermes",
          "link": "https://github.com/openclaw/openclaw"
        },
        {
          "title": "OpenClaw 文档站",
          "subtitle": "安装、技能与安全说明（社区文档）",
          "link": "https://docs.openclaw.ai/"
        },
        {
          "title": "Lovart",
          "subtitle": "AI 设计智能体：平面/品牌/电商图、演示与风格统一",
          "link": "https://www.lovart.ai/zh/"
        },
        {
          "title": "Dify",
          "subtitle": "可视化编排 LLM 应用与工作流，可私有化",
          "link": "https://dify.ai/"
        },
        {
          "title": "n8n",
          "subtitle": "工作流自动化，可与 HTTP/LLM 节点组合",
          "link": "https://n8n.io/"
        },
        {
          "title": "Flowise",
          "subtitle": "低代码构建 LLM 流与 Agent",
          "link": "https://flowiseai.com/"
        },
        {
          "title": "Langflow",
          "subtitle": "基于 LangChain 的可视化构建与调试",
          "link": "https://www.langflow.org/"
        },
        {
          "title": "Zapier AI",
          "subtitle": "SaaS 集成 + AI 动作与自动化",
          "link": "https://zapier.com/ai"
        },
        {
          "title": "Make",
          "subtitle": "场景化自动化（原 Integromat），可接 OpenAI 等模块",
          "link": "https://www.make.com/"
        },
        {
          "title": "LangSmith",
          "subtitle": "LangChain 生态的可观测、评测与提示管理",
          "link": "https://smith.langchain.com/"
        },
        {
          "title": "扣子 Coze",
          "subtitle": "字节系智能体平台，可与 OpenClaw 工作流结合",
          "link": "https://www.coze.cn/"
        },
        {
          "title": "CoPaw（阿里 · 开源）",
          "subtitle": "通义 AgentScope 系个人智能体，轻量 OpenClaw 替代路线",
          "link": "https://github.com/agentscope-ai/CoPaw"
        },
        {
          "title": "Flowith",
          "subtitle": "画布式 Agent 与工作流，多模型编排",
          "link": "https://flowith.io?inv=A52B7V3ENLSIB90Q"
        },
        {
          "title": "Refly",
          "subtitle": "面向创作者与团队的 AI 工作区、文档与自动化",
          "link": "https://refly.ai/"
        },
        {
          "title": "QoderWork（阿里 Qoder）",
          "subtitle": "桌面办公向 Agent：描述需求、自动执行、直接交付结果",
          "link": "https://qoder.com/zh/qoderwork",
          "added": "2026-04-24"
        },
        {
          "title": "TRAE SOLO",
          "subtitle": "从编码扩展到日常工作场景的桌面 Agent",
          "link": "https://solo.trae.cn/",
          "added": "2026-04-26"
        }
      ]
    },
    {
      "id": "ext-ai-usecases",
      "name": "AI 场景 · 用例与最佳实践",
      "tools": [
        {
          "title": "OpenClaw Showcase",
          "subtitle": "AI Agent 真实用户场景展示：自动化/生产力/开发/智能家居/创意等",
          "link": "https://openclaw.ai/showcase",
          "alias": "openclaw showcase,场景展示"
        },
        {
          "title": "OpenClaw 中文用例大全",
          "subtitle": "46 个真实场景：飞书/钉钉/企微办公自动化、内容创作、运维、知识管理",
          "link": "https://github.com/AlexAnys/awesome-openclaw-usecases-zh",
          "alias": "openclaw 中文用例,awesome usecases zh"
        },
        {
          "title": "Hermes Agent 用例集",
          "subtitle": "社区 262 个真实故事：Cron 自动化、IM 集成、自托管、交易 bot、Skill 编写等",
          "link": "https://hermes-agent.nousresearch.com/docs/user-stories",
          "alias": "hermes用例,hermes user stories,hermes showcase,hermes场景"
        },
        {
          "title": "Hermes Agent 架构全解",
          "subtitle": "自进化单体智能体的学习循环与四大核心系统深度解析",
          "link": "https://cloud.tencent.com/developer/article/2652528",
          "alias": "hermes架构,hermes解析"
        },
        {
          "title": "Hermes Agent 评测与指南",
          "subtitle": "功能评测、安装配置与国产大模型接入教程",
          "link": "https://vpssos.com/zh/hermes-agent-review-how-to-use-It/",
          "alias": "hermes评测,hermes指南"
        },
        {
          "title": "1000 AI/ML Projects",
          "subtitle": "千级 ML 项目合集：入门/进阶/毕设/面试全覆盖",
          "link": "https://github.com/0voice/awesome-2026-AI-Machine-Learning-1000Projects",
          "alias": "1000 ai projects,ml projects"
        },
        {
          "title": "Generative AI for Beginners",
          "subtitle": "微软出品生成式 AI 初学者课程，含 18 个实战场景与 Hands-on",
          "link": "https://github.com/microsoft/generative-ai-for-beginners",
          "alias": "genai beginners,微软ai课程"
        },
        {
          "title": "prompts.chat",
          "subtitle": "开源提示词社区：按场景分类的 Prompt 库（151K+ 星）",
          "link": "https://github.com/f/prompts.chat",
          "alias": "prompts.chat,提示词场景"
        },
        {
          "title": "System Prompts Collection",
          "subtitle": "各 AI 产品系统提示词与工具信息大合集（130K+ 星）",
          "link": "https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools",
          "alias": "system prompts,ai工具提示词"
        },
        {
          "title": "LLMs from Scratch",
          "subtitle": "从零构建 ChatGPT 类模型的教学项目（87K+ 星）",
          "link": "https://github.com/rasbt/LLMs-from-scratch",
          "alias": "llms from scratch,从零学llm"
        },
        {
          "title": "LangChain",
          "subtitle": "构建 LLM 应用和 AI Agent 的框架，含丰富场景模板（129K+ 星）",
          "link": "https://github.com/langchain-ai/langchain",
          "alias": "langchain,langchain场景"
        },
        {
          "title": "AutoGPT",
          "subtitle": "经典自主代理项目，支持任务分解与自主执行（182K+ 星）",
          "link": "https://github.com/Significant-Gravitas/AutoGPT",
          "alias": "autogpt,自主代理"
        },
        {
          "title": "Firecrawl",
          "subtitle": "将网站转为 LLM 就绪数据的网络数据接口（91K+ 星）",
          "link": "https://github.com/firecrawl/firecrawl",
          "alias": "firecrawl,网页爬取"
        },
        {
          "title": "RAGFlow",
          "subtitle": "结合 RAG 与 Agent 能力的上下文引擎，企业知识检索场景（74K+ 星）",
          "link": "https://github.com/infiniflow/ragflow",
          "alias": "ragflow,rag场景"
        },
        {
          "title": "Deep-Live-Cam",
          "subtitle": "实时换脸与视频生成开源工具（80K+ 星）",
          "link": "https://github.com/hacksider/Deep-Live-Cam",
          "alias": "deeplivecam,实时换脸"
        },
        {
          "title": "Spec Kit",
          "subtitle": "GitHub 官方规范驱动开发工具包，AI 工程场景（75K+ 星）",
          "link": "https://github.com/github/spec-kit",
          "alias": "spec kit,规范驱动"
        },
        {
          "title": "There's An AI For That",
          "subtitle": "按使用场景检索 AI 产品与工具，全球最大 AI 场景目录",
          "link": "https://theresanaiforthat.com/",
          "alias": "taaft,ai场景检索"
        }
      ]
    },
    {
      "id": "ext-gateway-obs",
      "name": "LLM 网关 · 代理 · SDK 与可观测",
      "tools": [
        {
          "title": "LiteLLM",
          "subtitle": "统一调用上百模型、代理、计费与落盘日志，OpenAI 兼容网关",
          "link": "https://github.com/BerriAI/litellm"
        },
        {
          "title": "Portkey",
          "subtitle": "AI 网关：路由、重试、缓存、防护与企业策略",
          "link": "https://portkey.ai/"
        },
        {
          "title": "Vercel AI SDK",
          "subtitle": "前端/全栈友好的流式对话与工具调用 SDK（多模型适配）",
          "link": "https://sdk.vercel.ai/"
        },
        {
          "title": "Helicone",
          "subtitle": "LLM 可观测：日志、缓存、成本与网关代理一键接入",
          "link": "https://www.helicone.ai/"
        },
        {
          "title": "Braintrust",
          "subtitle": "评测、实验与回归测试，适合提示与 Agent 迭代",
          "link": "https://www.braintrust.dev/"
        },
        {
          "title": "Arize Phoenix",
          "subtitle": "开源 LLM 追踪、RAG 检索分析与漂移观测",
          "link": "https://phoenix.arize.com/"
        },
        {
          "title": "Weights & Biases Weave",
          "subtitle": "实验跟踪、评测与生产监控（与 W&B 生态联动）",
          "link": "https://wandb.ai/site/weave/"
        },
        {
          "title": "OpenLLM",
          "subtitle": "BentoML 系开源 LLM 部署与服务封装",
          "link": "https://github.com/bentoml/OpenLLM"
        }
      ]
    },
    {
      "id": "ext-mcp",
      "name": "MCP · 模型上下文协议与工具生态",
      "tools": [
        {
          "title": "Model Context Protocol 规范",
          "subtitle": "Anthropic 发起的 MCP：应用如何安全暴露工具与资源给模型",
          "link": "https://modelcontextprotocol.io/"
        },
        {
          "title": "MCP GitHub 组织",
          "subtitle": "官方 SDK、示例与参考实现",
          "link": "https://github.com/modelcontextprotocol"
        },
        {
          "title": "Smithery",
          "subtitle": "MCP 服务器注册与发现（工具市场向）",
          "link": "https://smithery.ai/"
        },
        {
          "title": "Glama MCP",
          "subtitle": "MCP 服务器目录与文档索引",
          "link": "https://glama.ai/mcp/servers"
        },
        {
          "title": "Cursor",
          "subtitle": "编辑器内置 MCP 接入，连接本地/远程工具",
          "link": "https://cursor.com/"
        },
        {
          "title": "Claude Code / MCP 文档",
          "subtitle": "在 Claude 生态中使用 MCP 的官方说明入口",
          "link": "https://docs.anthropic.com/en/docs/agents-and-tools/mcp"
        }
      ]
    },
    {
      "id": "ext-ai-skill-hub",
      "name": "AI Skill · 提示技能与工具市场",
      "tools": [
        {
          "title": "GPT Store (ChatGPT)",
          "subtitle": "OpenAI 官方 GPTs 商店 → 仅 ChatGPT",
          "link": "https://chatgpt.com/gpts"
        },
        {
          "title": "Coze 插件市场",
          "subtitle": "扣子平台技能/插件商店 → Coze 智能体、扣子 Bot",
          "link": "https://www.coze.cn/store/plugin"
        },
        {
          "title": "Dify 插件市场",
          "subtitle": "Dify 工具/插件目录 → Dify 工作流与 Agent",
          "link": "https://marketplace.dify.ai/"
        },
        {
          "title": "Composio",
          "subtitle": "Agent 工具集成平台，100+ 连接器 → CrewAI/LangChain/AutoGPT/OpenAI Assistants",
          "link": "https://composio.dev/"
        },
        {
          "title": "Toolhouse",
          "subtitle": "一行代码给 LLM 接入工具 → OpenAI/Claude/Gemini/LangChain 等",
          "link": "https://toolhouse.ai/"
        },
        {
          "title": "CrewAI Tools",
          "subtitle": "CrewAI 内置工具集与社区市场 → 仅 CrewAI Agent",
          "link": "https://docs.crewai.com/concepts/tools"
        },
        {
          "title": "LangChain Tools",
          "subtitle": "LangChain 工具集成目录 → LangChain/LangGraph Agent",
          "link": "https://python.langchain.com/docs/integrations/tools/"
        },
        {
          "title": "AutoGPT Marketplace",
          "subtitle": "AutoGPT 官方技能与 Agent 市场 → 仅 AutoGPT",
          "link": "https://marketplace.agpt.co/"
        },
        {
          "title": "Zapier AI Actions",
          "subtitle": "开放 AI 动作接口，20K+ 应用 → ChatGPT/GPTs/Claude/Cursor 等 Agent",
          "link": "https://actions.zapier.com/"
        },
        {
          "title": "Pipedream",
          "subtitle": "开发者向集成与工作流平台 → 任意 LLM/Agent 可 HTTP 调用",
          "link": "https://pipedream.com/"
        },
        {
          "title": "n8n Integrations",
          "subtitle": "400+ 集成节点与 AI Agent 市场 → n8n 工作流与 AI Agent 节点",
          "link": "https://n8n.io/integrations/"
        },
        {
          "title": "Hugging Face Spaces",
          "subtitle": "模型 Demo 与工具托管社区 → 任意 HTTP/API 调用",
          "link": "https://huggingface.co/spaces"
        },
        {
          "title": "Skill Monitor（AINav）",
          "subtitle": "GitHub AI 项目动态监控：Trending / HuggingFace / HackerNews 多源聚合",
          "link": "https://skill.aiv123.com/",
          "alias": "skill monitor,github ai监控,skill.aiv123"
        },
        {
          "title": "Skills.sh",
          "subtitle": "Agent 技能发现与分享平台，社区驱动 → Cursor/Claude Code/Codex 等",
          "link": "https://skills.sh/"
        },
        {
          "title": "CocoLoop",
          "subtitle": "国内 OpenClaw Skill 商店，CLS 安全评级 + 镜像加速，兼容 ClawHub",
          "link": "https://hub.cocoloop.cn/",
          "added": "2026-07-07"
        },
        {
          "title": "Microsoft SkillOpt",
          "subtitle": "Agent Skills 自进化/夜间优化，支持 Claude/Codex/Copilot/OpenClaw",
          "link": "https://github.com/microsoft/SkillOpt",
          "added": "2026-07-07"
        },
        {
          "title": "Agent Skills（Addy Osmani）",
          "subtitle": "生产级工程技能（25k+★） → Claude Code/Cursor/Copilot/Codex 等",
          "link": "https://github.com/addyosmani/agent-skills"
        },
        {
          "title": "Official Skills",
          "subtitle": "官方+社区精选技能集（1000+） → Claude Code/Codex/Gemini CLI/Cursor 等",
          "link": "https://officialskills.sh/"
        },
        {
          "title": "Tashan Cursor Skills",
          "subtitle": "自主执行+自进化（95个技能+子代理） → Claude Code/Cursor/Windsurf 等",
          "link": "https://github.com/TashanGKD/tashan-cursor-skills"
        },
        {
          "title": "Composio OpenSkills",
          "subtitle": "工具集成技能（API/数据库/联网） → 一键同步 Claude Code/Cursor 等",
          "link": "https://github.com/ComposioHQ/OpenSkills"
        },
        {
          "title": "Cursor Handbook",
          "subtitle": "高频日常技能（代码审查/Bug修复/注释） → 开箱即用",
          "link": "https://github.com/girijashankarj/cursor-handbook"
        },
        {
          "title": "中文 Skills 合集",
          "subtitle": "全中文提示，适配国内规范（前端/小程序/后端） → Claude Code/Cursor 等",
          "link": "https://github.com/huangrt312/cursor-skills-collection"
        },
        {
          "title": "MCP Market Skills",
          "subtitle": "Agent Skills 目录与发现 → Claude.ai/Claude Code/Codex/ChatGPT",
          "link": "https://mcpmarket.com/tools/skills"
        },
        {
          "title": "Agent Skills 开放标准",
          "subtitle": "SKILL.md 开放标准 → Claude Code/Cursor/TRAE/Windsurf/Copilot 等 26+ 工具",
          "link": "https://agentskills.io/"
        },
        {
          "title": "Anthropic Skills 仓库",
          "subtitle": "官方 Skills 合集（17 个） → Claude Code 原生、Cursor/TRAE/Windsurf 兼容",
          "link": "https://github.com/anthropics/skills"
        },
        {
          "title": "Agent Skills Marketplace",
          "subtitle": "800K+ skills 市场 → Claude Code/Codex CLI/ChatGPT/Cursor/Windsurf",
          "link": "https://skillsmp.com/zh"
        },
        {
          "title": "Windsurf Skills",
          "subtitle": "Windsurf Cascade 技能系统文档 → 仅 Windsurf IDE",
          "link": "https://docs.windsurf.com/windsurf/cascade/skills"
        },
        {
          "title": "OpenCode Skills",
          "subtitle": "OpenCode 可复用 Agent 技能 → OpenCode（兼容 Claude Code 格式）",
          "link": "https://opencode.ai/docs/skills"
        },
        {
          "title": "MiniMax Skills（开源）",
          "subtitle": "开源全栈技能包（前端/全栈/Android/iOS/Shader） → Claude Code/Cursor/TRAE/Windsurf",
          "link": "https://github.com/MiniMax-AI/skills"
        },
        {
          "title": "Cursor Marketplace",
          "subtitle": "Cursor 插件市场（Skills/子代理/规则/Hooks/MCP） → 仅 Cursor IDE",
          "link": "https://cursor.com/marketplace"
        },
        {
          "title": "Claude Code Marketplace",
          "subtitle": "Claude Code 插件/技能市场 → Claude Code 原生、部分兼容 Cursor/TRAE",
          "link": "https://claudemarketplaces.com/"
        },
        {
          "title": "oh-my-claudecode",
          "subtitle": "Claude Code 多 Agent 编排，19 个专业角色，Team Mode 自动流水线",
          "link": "https://github.com/Yeachan-Heo/oh-my-claudecode",
          "alias": "oh-my-claudecode,claude多agent"
        },
        {
          "title": "oh-my-codex",
          "subtitle": "OpenAI Codex CLI 多 Agent 编排，30 个角色，混合模型协作",
          "link": "https://github.com/Yeachan-Heo/oh-my-codex",
          "alias": "oh-my-codex,codex多agent"
        },
        {
          "title": "claude-howto",
          "subtitle": "Claude Code 完整学习指南，10 模块可视化教程与生产级模板",
          "link": "https://github.com/luongnv89/claude-howto",
          "alias": "claude-howto,claude教程"
        },
        {
          "title": "Claude Code Best Practice",
          "subtitle": "Claude Code 最佳实践合集，69 条技巧 + Agent/技能/工作流全攻略（36.5K 星）",
          "link": "https://github.com/shanraisshan/claude-code-best-practice",
          "alias": "claude-code-best-practice,最佳实践,智能体工程"
        }
      ]
    },
    {
      "id": "ext-rag-vector",
      "name": "RAG · 向量库与检索基建",
      "tools": [
        {
          "title": "Pinecone",
          "subtitle": "托管向量库与相似检索，常见 RAG 后端",
          "link": "https://www.pinecone.io/"
        },
        {
          "title": "Qdrant",
          "subtitle": "开源/云向量引擎，过滤与混合检索",
          "link": "https://qdrant.tech/"
        },
        {
          "title": "Weaviate",
          "subtitle": "向量+图谱向检索，模块生态丰富",
          "link": "https://weaviate.io/"
        },
        {
          "title": "Chroma",
          "subtitle": "轻量嵌入式向量库，适合原型与本地 RAG",
          "link": "https://www.trychroma.com/"
        },
        {
          "title": "Milvus / Zilliz Cloud",
          "subtitle": "大规模向量检索与云托管",
          "link": "https://milvus.io/"
        },
        {
          "title": "Supabase pgvector",
          "subtitle": "Postgres 向量扩展，与业务库同库检索",
          "link": "https://supabase.com/docs/guides/ai"
        },
        {
          "title": "LanceDB",
          "subtitle": "嵌入式/无服务器友好，面向多模态与 Lake 场景",
          "link": "https://lancedb.com/"
        },
        {
          "title": "Vespa",
          "subtitle": "雅虎开源检索引擎：向量+结构化+全文混合",
          "link": "https://vespa.ai/"
        }
      ]
    },
    {
      "id": "ext-ai-knowledge",
      "name": "AI 知识库 · 笔记与企业检索",
      "tools": [
        {
          "title": "Google NotebookLM",
          "subtitle": "上传资料生成摘要、问答与音频概览，偏个人/研究知识库",
          "link": "https://notebooklm.google/"
        },
        {
          "title": "Remio",
          "subtitle": "remio 3.0 rOS：本地第二大脑 + aApps，CLI 供 Cursor/OpenClaw 调知识库",
          "link": "https://www.remio.ai/",
          "added": "2026-07-07"
        },
        {
          "title": "Pinecone Nexus",
          "subtitle": "Agent 知识引擎公测：企业数据编译为可查询 Context + KnowQL",
          "link": "https://www.pinecone.io/blog/pinecone-nexus-public-preview/",
          "added": "2026-07-07"
        },
        {
          "title": "Notion AI",
          "subtitle": "团队文档、数据库与 AI 写作/检索一体",
          "link": "https://www.notion.so/product/ai"
        },
        {
          "title": "Obsidian",
          "subtitle": "本地 Markdown 第二大脑，可接社区 AI 与向量插件",
          "link": "https://obsidian.md/"
        },
        {
          "title": "Mem",
          "subtitle": "AI 原生笔记与记忆检索",
          "link": "https://mem.ai/"
        },
        {
          "title": "Tana",
          "subtitle": "大纲 + 超级标签 + AI 的工作知识库",
          "link": "https://tana.inc/"
        },
        {
          "title": "语雀",
          "subtitle": "阿里系文档与团队知识库，适合结构化沉淀",
          "link": "https://www.yuque.com/"
        },
        {
          "title": "飞书知识库",
          "subtitle": "企业 wiki / 知识空间，与飞书协作一体",
          "link": "https://www.feishu.cn/product/wiki"
        },
        {
          "title": "Confluence",
          "subtitle": "Atlassian 企业知识库与协作文档",
          "link": "https://www.atlassian.com/software/confluence"
        },
        {
          "title": "Glean",
          "subtitle": "企业内全库搜索与 AI 问答（SaaS/私有化）",
          "link": "https://www.glean.com/"
        },
        {
          "title": "Slite",
          "subtitle": "团队文档 + Ask AI 内搜",
          "link": "https://slite.com/"
        },
        {
          "title": "Outline",
          "subtitle": "开源团队 Wiki，可自托管",
          "link": "https://www.getoutline.com/"
        },
        {
          "title": "AnythingLLM",
          "subtitle": "本地/私有化文档上传 + RAG 对话，桌面与 Docker 部署",
          "link": "https://anythingllm.com/"
        }
      ]
    },
    {
      "id": "ext-local-infer",
      "name": "本地与私有化 · 推理引擎",
      "tools": [
        {
          "title": "Ollama",
          "subtitle": "本机拉模型、REST API，桌面端常用",
          "link": "https://ollama.com/"
        },
        {
          "title": "LM Studio",
          "subtitle": "本机图形界面加载 GGUF、开放本地 API",
          "link": "https://lmstudio.ai/"
        },
        {
          "title": "vLLM",
          "subtitle": "高吞吐服务化推理（PagedAttention），生产部署常用",
          "link": "https://github.com/vllm-project/vllm"
        },
        {
          "title": "llama.cpp",
          "subtitle": "CPU/GPU 高效推理实现，生态最广的 GGUF 栈",
          "link": "https://github.com/ggerganov/llama.cpp"
        },
        {
          "title": "Text Generation Inference",
          "subtitle": "Hugging Face 出品的服务化推理栈",
          "link": "https://github.com/huggingface/text-generation-inference"
        },
        {
          "title": "llamafile",
          "subtitle": "单文件分发、跨平台本地大模型运行",
          "link": "https://github.com/Mozilla-Ocho/llamafile"
        },
        {
          "title": "MLX",
          "subtitle": "Apple Silicon 优化机器学习框架（含 LM 示例）",
          "link": "https://github.com/ml-explore/mlx"
        },
        {
          "title": "SGLang",
          "subtitle": "结构化生成与高效服务框架（研究/生产均有采用）",
          "link": "https://github.com/sgl-project/sglang"
        }
      ]
    },
    {
      "id": "ext-browser-auto",
      "name": "浏览器自动化 · 电脑操控",
      "tools": [
        {
          "title": "Browser Use",
          "subtitle": "自然语言驱动浏览器自动化（Agent 常用栈）",
          "link": "https://browser-use.com/"
        },
        {
          "title": "Playwright",
          "subtitle": "跨浏览器 E2E 与自动化，可与 LLM 编排结合",
          "link": "https://playwright.dev/"
        },
        {
          "title": "Puppeteer",
          "subtitle": "Chrome DevTools 协议驱动，适合抓取与无头场景",
          "link": "https://pptr.dev/"
        },
        {
          "title": "Stagehand",
          "subtitle": "面向 AI 的浏览器自动化抽象层",
          "link": "https://www.stagehand.dev/"
        },
        {
          "title": "Browserbase",
          "subtitle": "云端无头浏览器基础设施，便于 Agent 托管会话",
          "link": "https://www.browserbase.com/"
        },
        {
          "title": "Steel.dev",
          "subtitle": "开发者向浏览器会话 API（自动化/Agent）",
          "link": "https://steel.dev/"
        },
        {
          "title": "OpenScreen",
          "subtitle": "Screen Studio 开源替代，屏幕录制 + 自动缩放 + 动态模糊",
          "link": "https://github.com/siddharthvaddem/openscreen",
          "alias": "openscreen,屏幕录制"
        }
      ]
    },
    {
      "id": "ext-voice-realtime",
      "name": "语音 · TTS/ASR 与实时多模态",
      "tools": [
        {
          "title": "OpenAI Realtime API",
          "subtitle": "低延迟语音对话与工具调用（官方实时接口说明）",
          "link": "https://platform.openai.com/docs/guides/realtime"
        },
        {
          "title": "OpenAI 语音合成 TTS",
          "subtitle": "多音色文本转语音与 API 文档",
          "link": "https://platform.openai.com/docs/guides/text-to-speech"
        },
        {
          "title": "ElevenLabs",
          "subtitle": "语音合成、配音与开发者 API",
          "link": "https://elevenlabs.io/"
        },
        {
          "title": "Deepgram",
          "subtitle": "语音转写、流式识别与 TTS API",
          "link": "https://deepgram.com/"
        },
        {
          "title": "AssemblyAI",
          "subtitle": "语音理解与转写 API",
          "link": "https://www.assemblyai.com/"
        },
        {
          "title": "Azure AI Speech",
          "subtitle": "微软语音识别、合成、翻译与自定义语音",
          "link": "https://azure.microsoft.com/products/ai-services/speech-to-text"
        },
        {
          "title": "Google Cloud Speech",
          "subtitle": "语音转写与 Text-to-Speech 企业 API",
          "link": "https://cloud.google.com/speech-to-text"
        },
        {
          "title": "LiveKit Agents",
          "subtitle": "实时音视频 + 语音 Agent 框架",
          "link": "https://docs.livekit.io/agents/"
        },
        {
          "title": "Cartesia",
          "subtitle": "低延迟语音模型与 Sonic 系列 API",
          "link": "https://cartesia.ai/"
        }
      ]
    },
    {
      "id": "ext-music-sing",
      "name": "AI 音乐 · 唱歌与配乐",
      "tools": [
        {
          "title": "Suno",
          "subtitle": "词曲与人声完整歌曲生成",
          "link": "https://suno.com/"
        },
        {
          "title": "Udio",
          "subtitle": "多风格音乐生成与人声段落",
          "link": "https://www.udio.com/"
        },
        {
          "title": "ACE Studio",
          "subtitle": "中文 AI 歌手与歌声合成",
          "link": "https://ace-studio.timedomain.cn/"
        },
        {
          "title": "Synthesizer V",
          "subtitle": "虚拟歌手编辑器，专业向歌声合成与调校",
          "link": "https://synthesizerv.com/"
        },
        {
          "title": "Kits.ai",
          "subtitle": "AI 人声与翻唱模型",
          "link": "https://kits.ai/"
        },
        {
          "title": "Moises",
          "subtitle": "分轨、去人声、变调变速",
          "link": "https://moises.ai/"
        },
        {
          "title": "Stable Audio",
          "subtitle": "Stability 音乐与音效生成",
          "link": "https://stableaudio.com/"
        },
        {
          "title": "Meta AudioCraft / MusicGen",
          "subtitle": "开源音乐生成模型与论文",
          "link": "https://audiocraft.metademolab.com/"
        },
        {
          "title": "RVC",
          "subtitle": "开源检索式声音转换，翻唱/换声社区常用方案",
          "link": "https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI"
        },
        {
          "title": "海绵音乐",
          "subtitle": "字节系中文 AI 音乐创作",
          "link": "https://www.haimian.com/"
        },
        {
          "title": "Music Muse",
          "subtitle": "中文向 AI 作曲与歌曲生成",
          "link": "https://www.musicmuse.ai/zh"
        },
        {
          "title": "Soundraw",
          "subtitle": "按情绪与时长生成可授权配乐",
          "link": "https://soundraw.io/"
        },
        {
          "title": "Mubert",
          "subtitle": "流媒体式无限配乐，直播与 App 背景音",
          "link": "https://mubert.com/"
        },
        {
          "title": "AIVA",
          "subtitle": "古典与交响向作曲辅助",
          "link": "https://www.aiva.ai/"
        },
        {
          "title": "Boomy",
          "subtitle": "快速生成单曲并分发到流媒体平台",
          "link": "https://boomy.com/"
        },
        {
          "title": "Endel",
          "subtitle": "个性化氛围、专注与睡眠向生成音乐",
          "link": "https://endel.io/"
        },
        {
          "title": "MakeBestMusic",
          "subtitle": "文本 / 歌词生成歌曲与歌声",
          "link": "https://makebestmusic.com/"
        }
      ]
    },
    {
      "id": "ext-data-train",
      "name": "数据 · 微调 · 合成与评测",
      "tools": [
        {
          "title": "Hugging Face Datasets",
          "subtitle": "公开数据集加载与共享",
          "link": "https://huggingface.co/docs/datasets"
        },
        {
          "title": "Kaggle Datasets",
          "subtitle": "竞赛与公开数据集合",
          "link": "https://www.kaggle.com/datasets"
        },
        {
          "title": "Argilla",
          "subtitle": "人类反馈、偏好数据与标注工作流",
          "link": "https://argilla.io/"
        },
        {
          "title": "Label Studio",
          "subtitle": "多模态数据标注平台，可接主动学习",
          "link": "https://heartex.com/"
        },
        {
          "title": "OpenPipe",
          "subtitle": "Agent 强化学习、后训练与评测（开源 ART 框架）",
          "link": "https://openpipe.ai/"
        },
        {
          "title": "unsloth",
          "subtitle": "大数据蒸馏训练",
          "link": "https://unsloth.ai/"
        },
        {
          "title": "Distilabel",
          "subtitle": "合成数据与 AI 反馈流水线（Argilla 生态）",
          "link": "https://distilabel.argilla.io/latest/"
        },
        {
          "title": "Open LLM Leaderboard",
          "subtitle": "Hugging Face 开源大模型公开评测榜",
          "link": "https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard"
        },
        {
          "title": "LMSYS Chatbot Arena",
          "subtitle": "对话模型公开对战与 Elo 排行榜",
          "link": "https://lmarena.ai/"
        },
        {
          "title": "OpenCompass 司南",
          "subtitle": "大模型多维度评测框架与公开榜单",
          "link": "https://opencompass.org.cn/"
        },
        {
          "title": "SuperCLUE",
          "subtitle": "中文大模型评测体系与排行榜",
          "link": "https://www.superclueai.com/"
        },
        {
          "title": "MTEB",
          "subtitle": "向量嵌入模型排行榜",
          "link": "https://huggingface.co/spaces/mteb/leaderboard"
        },
        {
          "title": "Artificial Analysis",
          "subtitle": "商业 API 延迟、价格与能力横向对比",
          "link": "https://artificialanalysis.ai/"
        },
        {
          "title": "HELM",
          "subtitle": "斯坦福 holistic 评测：多场景、多指标模型对比",
          "link": "https://crfm.stanford.edu/helm/"
        },
        {
          "title": "ModelScope 数据集",
          "subtitle": "魔搭开源数据集与加载",
          "link": "https://modelscope.cn/datasets"
        },
        {
          "title": "LLaMA Factory",
          "subtitle": "一站式 LoRA/全参微调、对话模板与常见开源权重",
          "link": "https://github.com/hiyouga/LLaMA-Factory"
        },
        {
          "title": "Axolotl",
          "subtitle": "开源大模型微调训练框架",
          "link": "https://github.com/axolotl-ai-cloud/axolotl"
        },
        {
          "title": "OpenAI 微调",
          "subtitle": "官方 SFT 接口、数据格式与最佳实践",
          "link": "https://platform.openai.com/docs/guides/fine-tuning"
        },
        {
          "title": "NeMo Curator",
          "subtitle": "NVIDIA 大规模语料清洗、去重与配比",
          "link": "https://github.com/NVIDIA/NeMo-Curator"
        },
        {
          "title": "Gretel",
          "subtitle": "合成数据、隐私化与表格/文本数据增强",
          "link": "https://gretel.ai/"
        },
        {
          "title": "Weights & Biases",
          "subtitle": "训练实验记录、超参对比与团队协作",
          "link": "https://wandb.ai/"
        },
        {
          "title": "Doccano",
          "subtitle": "轻量自建文本标注",
          "link": "https://doccano.github.io/doccano/"
        },
        {
          "title": "DVC",
          "subtitle": "数据与模型版本管理",
          "link": "https://dvc.org/"
        }
      ]
    },
    {
      "id": "ext-ui-3d-vis",
      "name": "前端 UI · AI 3D 与视觉设计",
      "tools": [
        {
          "title": "v0 by Vercel",
          "subtitle": "提示生成 React / shadcn 组件界面",
          "link": "https://v0.dev/"
        },
        {
          "title": "Meshy",
          "subtitle": "文本或参考图生成 3D 模型、贴图与绑定",
          "link": "https://www.meshy.ai/"
        },
        {
          "title": "Tripo",
          "subtitle": "文/图生成可用 3D 网格，游戏与电商素材向",
          "link": "https://www.tripo3d.ai/"
        },
        {
          "title": "Luma Dream Machine",
          "subtitle": "AI 视频与 Genie 等视觉产品",
          "link": "https://lumalabs.ai/"
        },
        {
          "title": "Polycam",
          "subtitle": "手机扫描与 NeRF/高斯溅射等三维重建",
          "link": "https://poly.cam/"
        },
        {
          "title": "Spline",
          "subtitle": "浏览器内 3D/WebGL，AI 辅助物体与材质",
          "link": "https://spline.design/"
        },
        {
          "title": "Framer AI",
          "subtitle": "站点布局、文案与组件级 AI",
          "link": "https://www.framer.com/"
        },
        {
          "title": "Uizard",
          "subtitle": "截图/草图转可编辑 UI 原型",
          "link": "https://uizard.io/"
        },
        {
          "title": "Galileo AI",
          "subtitle": "自然语言生成高保真界面设计稿",
          "link": "https://www.usegalileo.ai/"
        },
        {
          "title": "Rive",
          "subtitle": "交互动画与状态机，可导出运行时",
          "link": "https://rive.app/"
        },
        {
          "title": "Figma Make",
          "subtitle": "提示生成可交互原型 / 小型 Web 应用",
          "link": "https://www.figma.com/make/"
        },
        {
          "title": "Pencil",
          "subtitle": "AI 原生设计画布，可对接 Cursor / Codex 等出码",
          "link": "https://www.usepencil.design/"
        },
        {
          "title": "Readdy",
          "subtitle": "AI 建站与落地页生成",
          "link": "https://readdy.ai/"
        },
        {
          "title": "Google Stitch",
          "subtitle": "UI 稿转界面 / 应用向实验产品",
          "link": "https://stitch.withgoogle.com/"
        },
        {
          "title": "Vidu",
          "subtitle": "生数科技 AI 视频生成",
          "link": "https://www.vidu.cn/"
        },
        {
          "title": "可灵 Kling",
          "subtitle": "快手系 AI 视频与图像创作",
          "link": "https://klingai.com/"
        },
        {
          "title": "即梦",
          "subtitle": "剪映系 AI 图像与视频创作",
          "link": "https://jimeng.jianying.com/"
        },
        {
          "title": "腾讯混元3D",
          "subtitle": "文生 / 图生 3D 与素材导出",
          "link": "https://3d.hunyuan.tencent.com/"
        },
        {
          "title": "LiblibAI（哩布哩布）",
          "subtitle": "国内 AI 图像/视频模型与工作流社区",
          "link": "https://www.liblib.art/?referralCode=ai8ggqVU"
        },
        {
          "title": "堆友 D.design",
          "subtitle": "阿里系设计工具与 AI 生图/素材",
          "link": "https://d.design/"
        },
        {
          "title": "Rodin（Hyper3D）",
          "subtitle": "图 / 文生 3D 网格，工业向导出",
          "link": "https://hyper3d.ai/"
        }
      ]
    },
    {
      "id": "ext-news-rankings",
      "name": "论文 · 资讯 · 榜单与评测",
      "tools": [
        {
          "title": "arXiv cs.CL / cs.AI",
          "subtitle": "最新预印本（自然语言与 AI 方向入口）",
          "link": "https://arxiv.org/list/cs.CL/recent"
        },
        {
          "title": "Hugging Face Papers",
          "subtitle": "论文与模型、数据集关联浏览",
          "link": "https://huggingface.co/papers"
        },
        {
          "title": "Papers with Code",
          "subtitle": "论文 + 代码实现 + 排行榜",
          "link": "https://paperswithcode.com/"
        },
        {
          "title": "机器之心",
          "subtitle": "中文 AI 产业、论文速递与工具资讯",
          "link": "https://www.jiqizhixin.com/"
        },
        {
          "title": "量子位",
          "subtitle": "中文科技媒体，大模型与自动驾驶等前沿",
          "link": "https://www.qbitai.com/"
        },
        {
          "title": "AIbase 基地资讯",
          "subtitle": "中文 AI 行业新闻与产品动态聚合",
          "link": "https://www.aibase.com/zh/news"
        },
        {
          "title": "AI工具集 · 每日 AI 快报",
          "subtitle": "中文 AI 日报/快讯类聚合",
          "link": "https://ai-bot.cn/daily-ai-news/"
        },
        {
          "title": "OpenRouter Rankings",
          "subtitle": "基于全网调用量的模型周榜、市占与分场景排行",
          "link": "https://openrouter.ai/rankings"
        },
        {
          "title": "Connected Papers",
          "subtitle": "引用关系图探索相关论文",
          "link": "https://www.connectedpapers.com/"
        },
        {
          "title": "ResearchRabbit",
          "subtitle": "文献网络可视化与追踪",
          "link": "https://www.researchrabbit.ai/"
        },
        {
          "title": "scite",
          "subtitle": "引文语境：支持/反驳与证据类型",
          "link": "https://scite.ai/"
        }
      ]
    },
    {
      "id": "ext-cli-ai",
      "name": "终端与 CLI 上的 AI",
      "tools": [
        {
          "title": "Warp",
          "subtitle": "终端 IDE 化，内置 AI 命令与 Agent 能力",
          "link": "https://www.warp.dev/"
        },
        {
          "title": "Ghostty",
          "subtitle": "高性能终端；可结合外部 AI 与脚本工作流",
          "link": "https://ghostty.org/"
        },
        {
          "title": "Aider",
          "subtitle": "终端里结对编程，多模型、Git 友好",
          "link": "https://aider.chat/"
        },
        {
          "title": "Claude Code",
          "subtitle": "Anthropic 官方终端/IDE 编码代理，支持 MCP 与子代理",
          "link": "https://docs.anthropic.com/en/docs/claude-code"
        },
        {
          "title": "Cursor CLI",
          "subtitle": "Cursor agent 命令行，交互/脚本模式",
          "link": "https://cursor.com/docs/cli/overview"
        },
        {
          "title": "OpenAI Codex CLI",
          "subtitle": "官方终端/本地编码代理",
          "link": "https://developers.openai.com/codex/cli/"
        },
        {
          "title": "Gemini CLI",
          "subtitle": "Google Gemini 官方命令行工具（开源）",
          "link": "https://github.com/google-gemini/gemini-cli"
        },
        {
          "title": "GitHub Copilot CLI",
          "subtitle": "Copilot 命令行接口（需订阅与 gh 集成）",
          "link": "https://docs.github.com/en/copilot/how-tos/use-copilot-agents/use-copilot-cli"
        },
        {
          "title": "Amazon Q Developer CLI",
          "subtitle": "AWS 侧终端编码助手",
          "link": "https://aws.amazon.com/q/developer/"
        },
        {
          "title": "Goose",
          "subtitle": "Block 开源终端编码 Agent，可接多模型与工具",
          "link": "https://block.github.io/goose/"
        },
        {
          "title": "Open Interpreter",
          "subtitle": "本地终端里跑代码与对话，支持多模型",
          "link": "https://github.com/OpenInterpreter/open-interpreter"
        },
        {
          "title": "llm（Simon Willison）",
          "subtitle": "命令行调用多后端的统一 CLI",
          "link": "https://github.com/simonw/llm"
        },
        {
          "title": "ShellGPT",
          "subtitle": "自然语言生成 Shell 命令",
          "link": "https://github.com/TheR1D/shell_gpt"
        }
      ]
    },
    {
      "id": "ext-token-optimize",
      "name": "Token 优化 · Cursor / Claude Code / Codex",
      "tools": [
        {
          "title": "RTK",
          "subtitle": "GitHub 专题 #1（66K+ 星）：Cursor/Claude Code/Codex CLI 输出压缩 60–90%，Rust 单二进制",
          "link": "https://github.com/rtk-ai/rtk",
          "alias": "rtk,token优化,cursor,claude code,codex,cli代理"
        },
        {
          "title": "Headroom",
          "subtitle": "专题 #2（51K+ 星）：全栈上下文压缩层，库·代理·MCP·wrap → token-optimization.html",
          "link": "https://github.com/headroomlabs-ai/headroom",
          "alias": "headroom,上下文压缩,代理,mcp,cursor,claude code,codex"
        },
        {
          "title": "LeanCTX",
          "subtitle": "专题 #3（2.9K+ 星）：上下文智能层，控制 Agent 可见信息，与压缩互补",
          "link": "https://github.com/yvgude/lean-ctx",
          "alias": "lean-ctx,leanctx,上下文门控,注入控制,cursor,claude code,codex"
        },
        {
          "title": "Token Optimizer",
          "subtitle": "专题 #6（1.4K+ 星）：Claude Code/Codex 插件，ghost token 排查、智能压缩与 Dashboard",
          "link": "https://github.com/alexgreensh/token-optimizer",
          "alias": "token-optimizer,claude插件,上下文工程"
        },
        {
          "title": "jcodemunch-mcp",
          "subtitle": "专题 #5（1.9K+ 星）：MCP 代码探索压缩 95%+，大仓扫引用省 Token",
          "link": "https://github.com/jgravelle/jcodemunch-mcp",
          "alias": "jcodemunch,mcp,代码探索"
        },
        {
          "title": "Tokless",
          "subtitle": "专题工具：一键安装/更新 RTK、Caveman 等省 Token 插件的统一 CLI",
          "link": "https://github.com/HoangP8/tokless",
          "alias": "tokless,插件聚合,安装器"
        },
        {
          "title": "Caveman",
          "subtitle": "三省通用 Skill：压缩 Agent 废话输出约 65–87%，含 /caveman-compress 压规约文件（77K+ 星）",
          "link": "https://github.com/JuliusBrussee/caveman",
          "alias": "caveman,山顶洞人,输出压缩,cursor,claude code,codex"
        },
        {
          "title": "Tokscale",
          "subtitle": "追踪 Cursor / Claude Code / Codex 等编码助手 token 用量与费用，含排行榜（4K+ 星）",
          "link": "https://github.com/junhoyeo/tokscale",
          "alias": "tokscale,token追踪,cursor,claude code,codex"
        },
        {
          "title": "codex-tokens-compress",
          "subtitle": "压缩 AGENTS.md / Cursor Rules / CLAUDE.md 等规约，降低每轮会话固定 prompt 成本",
          "link": "https://github.com/LuckyKuang/codex-tokens-compress",
          "alias": "agents压缩,指令压缩,cursor rules,claude.md"
        },
        {
          "title": "mcprune",
          "subtitle": "三省接 Playwright MCP 时剪枝浏览器快照 75–95%，保留 ref 可点击（零 ML）",
          "link": "https://github.com/hamr0/mcprune",
          "alias": "mcprune,浏览器快照,playwright剪枝,cursor mcp"
        },
        {
          "title": "agent-browser",
          "subtitle": "文本优先浏览器 MCP（无障碍树 + 意图过滤 + 页面 diff），三端接 MCP 即用",
          "link": "https://github.com/malovnik/agent-browser",
          "alias": "agent-browser,无障碍树,页面diff,mcp浏览器"
        },
        {
          "title": "caveman-shrink",
          "subtitle": "MCP 中间件：压缩工具 description 等 prose 字段，三省 MCP 配置包一层即用",
          "link": "https://www.npmjs.com/package/caveman-shrink",
          "alias": "caveman-shrink,mcp压缩,工具描述"
        },
        {
          "title": "Token Tamer",
          "subtitle": "精简 MCP / JSON 工具返回体，降低浏览器与自定义 MCP 的上下文负载",
          "link": "https://tokentamer.app/",
          "alias": "token-tamer,json压缩,mcp负载"
        }
      ]
    },
    {
      "id": "ext-agent-memory",
      "name": "Agent 记忆 · 长期上下文与状态管理",
      "tools": [
        {
          "title": "Mem0",
          "subtitle": "通用 AI 记忆层，跨会话个性化，自改进记忆（25K+ 星）",
          "link": "https://github.com/mem0ai/mem0",
          "alias": "mem0,ai记忆,agent记忆"
        },
        {
          "title": "Letta（MemGPT）",
          "subtitle": "自编辑 Agent 运行时，虚拟上下文管理，分页长文档检索",
          "link": "https://github.com/letta-ai/letta",
          "alias": "letta,memgpt,虚拟上下文"
        },
        {
          "title": "Zep",
          "subtitle": "Agent 记忆与知识图谱，自动提取结构化事实，OpenAI 兼容",
          "link": "https://github.com/getzep/zep",
          "alias": "zep,知识图谱记忆"
        },
        {
          "title": "Graphiti",
          "subtitle": "知识图谱记忆层，时序实体与关系，支持增量更新",
          "link": "https://github.com/getzep/graphiti",
          "alias": "graphiti,图谱记忆"
        },
        {
          "title": "Cognee",
          "subtitle": "数据 → 知识图谱 → 记忆的流水线，支持多图数据库后端",
          "link": "https://github.com/topoteretes/cognee",
          "alias": "cognee,知识流水线"
        },
        {
          "title": "LangGraph Checkpointer",
          "subtitle": "LangGraph 内置状态持久化，支持断点续执行与时间旅行调试",
          "link": "https://langchain-ai.github.io/langgraph/concepts/persistence/",
          "alias": "langgraph checkpointer,状态持久化"
        },
        {
          "title": "Hume AI",
          "subtitle": "情感智能记忆，EVI 语音接口带情感理解与用户偏好学习",
          "link": "https://hume.ai/",
          "alias": "hume,情感记忆"
        }
      ]
    },
    {
      "id": "ext-ai-video",
      "name": "AI 视频生成 · 动效与数字人",
      "tools": [
        {
          "title": "Runway",
          "subtitle": "Gen-4 视频生成与编辑，专业影视向，图像/文生视频",
          "link": "https://runwayml.com/",
          "alias": "runway,gen4,视频生成"
        },
        {
          "title": "Sora",
          "subtitle": "OpenAI 视频生成模型，文生视频与图生视频",
          "link": "https://sora.com/",
          "alias": "sora,openai视频"
        },
        {
          "title": "Pika",
          "subtitle": "Pika 2.5，快速创意短视频生成，特效与局部编辑",
          "link": "https://pika.art/",
          "alias": "pika,短视频生成"
        },
        {
          "title": "Higgsfield",
          "subtitle": "高质量 AI 视频生成，电影级运镜与风格控制",
          "link": "https://higgsfield.ai/",
          "added": "2026-04-22",
          "alias": "higgsfield,电影级视频"
        },
        {
          "title": "Genmo",
          "subtitle": "开源视频生成研究实验室，Mochi 模型（高保真运动）",
          "link": "https://www.genmo.ai/",
          "alias": "genmo,mochi,开源视频"
        },
        {
          "title": "HeyGen",
          "subtitle": "AI 数字人与视频翻译，企业营销/培训向",
          "link": "https://www.heygen.com/",
          "alias": "heygen,数字人,视频翻译"
        },
        {
          "title": "D-ID",
          "subtitle": "照片驱动数字人说话，批量视频制作",
          "link": "https://www.d-id.com/",
          "alias": "did,数字人说话"
        },
        {
          "title": "Google Veo",
          "subtitle": "Google DeepMind 视频生成模型，YouTube 集成",
          "link": "https://deepmind.google/technologies/veo/",
          "alias": "veo,google视频"
        },
        {
          "title": "MiniMax 海螺视频",
          "subtitle": "国产多模态视频生成，文/图/参考视频驱动",
          "link": "https://hailuoai.com/video",
          "alias": "海螺视频,minimax视频"
        }
      ]
    },
    {
      "id": "ext-ai-research",
      "name": "AI 科研 · 学术搜索与自动化",
      "tools": [
        {
          "title": "AI-Scientist-v2",
          "subtitle": "Sakana AI 全自动科研：从想法到论文，已发表 Nature",
          "link": "https://github.com/SakanaAI/AI-Scientist-v2",
          "added": "2026-04-21",
          "alias": "ai-scientist,自动科研"
        },
        {
          "title": "Elicit",
          "subtitle": "论文检索、抽取与综述向问答",
          "link": "https://elicit.org/",
          "alias": "elicit,论文检索"
        },
        {
          "title": "Consensus",
          "subtitle": "科学共识检索，引用论文片段回答",
          "link": "https://consensus.app/",
          "alias": "consensus,科学共识"
        },
        {
          "title": "SciSpace",
          "subtitle": "AI 论文阅读器，PDF 对话、公式解释与方法论提取",
          "link": "https://typeset.io/",
          "alias": "scispace,论文阅读"
        },
        {
          "title": "Semantic Scholar",
          "subtitle": "学术搜索、引用与 TL;DR 摘要",
          "link": "https://www.semanticscholar.org/",
          "alias": "semantic scholar,学术搜索"
        },
        {
          "title": "VibeVoice",
          "subtitle": "微软开源语音 AI，90 分钟超长音频合成与识别",
          "link": "https://github.com/microsoft/VibeVoice",
          "alias": "vibevoice,微软语音,长音频"
        },
        {
          "title": "TimesFM",
          "subtitle": "Google Research 时序预测基础模型，零样本高精度",
          "link": "https://github.com/google-research/timesfm",
          "alias": "timesfm,时序预测"
        },
        {
          "title": "Onyx",
          "subtitle": "企业级 AI 搜索，多数据源（GitHub/Confluence 等）自然语言问答",
          "link": "https://github.com/onyx-dot-app/onyx",
          "alias": "onyx,danswer,企业搜索"
        }
      ]
    },
    {
      "id": "ext-edge-hardware",
      "name": "硬件 · 边缘推理与跑分",
      "tools": [
        {
          "title": "NVIDIA Jetson",
          "subtitle": "边缘 GPU 模组与 JetPack、TensorRT 生态",
          "link": "https://developer.nvidia.com/embedded-computing"
        },
        {
          "title": "Google Coral",
          "subtitle": "Edge TPU 开发板与 USB 加速器",
          "link": "https://coral.ai/"
        },
        {
          "title": "Rockchip 瑞芯微",
          "subtitle": "RK3588 等 SoC 与 NPU，国产板卡常用",
          "link": "https://www.rock-chips.com/"
        },
        {
          "title": "Raspberry Pi AI",
          "subtitle": "AI Kit、Hailo 等边缘 AI 硬件",
          "link": "https://www.raspberrypi.com/documentation/accessories/ai-kit.html"
        },
        {
          "title": "超能网 CPU 天梯榜",
          "subtitle": "单核/多核、能耗比等交互天梯",
          "link": "https://cpu.exprank.com/"
        },
        {
          "title": "CPU Rank List",
          "subtitle": "中文 CPU/GPU 天梯与跑分排行",
          "link": "https://cpuranklist.com/"
        },
        {
          "title": "TechPowerUp GPU 规格库",
          "subtitle": "显卡参数、发布时间、芯片对照",
          "link": "https://www.techpowerup.com/gpu-specs/"
        },
        {
          "title": "Geekbench Processor",
          "subtitle": "跨平台单核/多核公开跑分排行",
          "link": "https://browser.geekbench.com/processor-benchmarks"
        },
        {
          "title": "Nanoreview",
          "subtitle": "笔记本/桌面 CPU 与移动 GPU 等规格与横向对比",
          "link": "https://nanoreview.net/"
        }
      ]
    },
    {
      "id": "ext-net-privacy",
      "name": "网络工具 · 隐私与安全",
      "tools": [
        {
          "title": "Cloudflare WARP",
          "subtitle": "加密 DNS 与隧道，个人设备常用",
          "link": "https://one.one.one.one/"
        },
        {
          "title": "Tailscale",
          "subtitle": "WireGuard 组网，零信任远程访问",
          "link": "https://tailscale.com/"
        },
        {
          "title": "IPLeak",
          "subtitle": "IP / DNS / WebRTC / 代理泄漏一体检测",
          "link": "https://ipleak.net/"
        },
        {
          "title": "BrowserLeaks",
          "subtitle": "WebRTC、Canvas、字体等指纹与网络侧漏检",
          "link": "https://browserleaks.com/"
        },
        {
          "title": "IPinfo",
          "subtitle": "IP 地理、ASN、公司等信息查询与 API",
          "link": "https://ipinfo.io/"
        },
        {
          "title": "Lakera Guard",
          "subtitle": "提示注入、越狱与敏感输出检测 API",
          "link": "https://www.lakera.ai/"
        },
        {
          "title": "Hive Moderation",
          "subtitle": "图像/文本等内容审核与分类 API",
          "link": "https://thehive.ai/"
        },
        {
          "title": "Perspective API",
          "subtitle": "Google Jigsaw 毒性评分",
          "link": "https://perspectiveapi.com/"
        },
        {
          "title": "OWASP LLM Top 10",
          "subtitle": "大模型应用安全风险清单",
          "link": "https://owasp.org/www-project-top-10-for-large-language-model-applications/"
        },
        {
          "title": "Mullvad VPN",
          "subtitle": "隐私优先 VPN，无需邮箱注册，按月付费",
          "link": "https://mullvadvpn.com"
        },
        {
          "title": "Proton VPN",
          "subtitle": "Proton 出品，瑞士隐私 VPN，免费版可用",
          "link": "https://protonvpn.com"
        },
        {
          "title": "WireGuard",
          "subtitle": "现代 VPN 协议，内核级极速隧道",
          "link": "https://wireguard.com"
        },
        {
          "title": "IVPN",
          "subtitle": "隐私 VPN，无日志审计，WireGuard 支持",
          "link": "https://ivpn.com"
        },
        {
          "title": "ip-api",
          "subtitle": "免费 IP 地理位置查询 API，支持批量",
          "link": "https://ip-api.com"
        },
        {
          "title": "DNS Leak Test",
          "subtitle": "DNS 泄漏检测，验证 VPN/DNS 隐私",
          "link": "https://dnsleaktest.com"
        },
        {
          "title": "WhatIsMyIP",
          "subtitle": "IP 地址与网络信息快速查询",
          "link": "https://whatismyip.com"
        },
        {
          "title": "IP.sb",
          "subtitle": "简洁 IP 查询与地理定位",
          "link": "https://ip.sb"
        },
        {
          "title": "MaxMind GeoIP",
          "subtitle": "IP 地理数据库与 GeoIP2 API",
          "link": "https://www.maxmind.com"
        }
      ]
    },
    {
      "id": "ext-temp-email",
      "name": "临时邮箱 · 匿名收件",
      "tools": [
        {
          "title": "Temp Mail",
          "subtitle": "最流行的临时邮箱，即开即用",
          "link": "https://tempmail.com"
        },
        {
          "title": "10 Minute Mail",
          "subtitle": "10 分钟自动销毁临时邮箱",
          "link": "https://10minutemail.com"
        },
        {
          "title": "Guerrilla Mail",
          "subtitle": "老牌免费临时邮箱，支持发送",
          "link": "https://guerrillamail.com"
        },
        {
          "title": "Maildrop",
          "subtitle": "简洁临时邮箱，别名收件",
          "link": "https://maildrop.com"
        },
        {
          "title": "EmailOnDeck",
          "subtitle": "开发者友好的临时邮箱 API",
          "link": "https://emailondeck.com"
        },
        {
          "title": "Moakt",
          "subtitle": "免费临时邮箱，支持自定义地址",
          "link": "https://moakt.com"
        },
        {
          "title": "SimpleLogin",
          "subtitle": "邮箱别名服务，隐私保护最佳",
          "link": "https://simplelogin.io/"
        },
        {
          "title": "Proton Mail",
          "subtitle": "瑞士端到端加密邮箱，隐私首选",
          "link": "https://proton.me/mail"
        },
        {
          "title": "Tuta",
          "subtitle": "德国全加密邮箱，无需手机号注册",
          "link": "https://tuta.com"
        },
        {
          "title": "Zoho Mail",
          "subtitle": "免费自定义域名邮箱，国内直连",
          "link": "https://store.zoho.com.cn/referral.do?servicename=VirtualOffice&category=VirtualOffice&ref=c9437ac2bb2895156f980cc1b65072dc120416d48187e262a8a5f7c33e0643abdbeed9352a1f8786221a3446940a72f8"
        },
        {
          "title": "iCloud 邮件",
          "subtitle": "苹果生态邮箱，iCloud 免费自带",
          "link": "https://www.icloud.com/mail"
        },
        {
          "title": "DuckDuckGo Email",
          "subtitle": "邮箱别名转发，隐藏真实邮箱",
          "link": "https://duckduckgo.com/email"
        }
      ]
    },
    {
      "id": "ext-sms-verify",
      "name": "接码 · 短信验证与虚拟号",
      "tools": [
        {
          "title": "Twilio",
          "subtitle": "企业级短信/语音 API 标杆",
          "link": "https://twilio.com"
        },
        {
          "title": "Google Voice",
          "subtitle": "Google 出品，免费美国虚拟号",
          "link": "https://voice.google.com"
        },
        {
          "title": "TextNow",
          "subtitle": "免费加拿大/美国虚拟号(含广告)",
          "link": "https://textnow.com"
        },
        {
          "title": "SMS-Activate",
          "subtitle": "在线接码平台，多国号码按次付费",
          "link": "https://sms-activate.com"
        },
        {
          "title": "Quackr",
          "subtitle": "免费在线接收验证码",
          "link": "https://quackr.com"
        },
        {
          "title": "Receive SMS Online",
          "subtitle": "免费在线接收短信验证码",
          "link": "https://receivesmsonline.com"
        }
      ]
    },
    {
      "id": "ext-ai-compliance",
      "name": "AI 合规与标准",
      "tools": [
        {
          "title": "EU Artificial Intelligence Act",
          "subtitle": "欧盟 AI 法案官方政策入口与文本索引",
          "link": "https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai"
        },
        {
          "title": "NIST AI RMF",
          "subtitle": "人工智能风险管理框架",
          "link": "https://www.nist.gov/itl/ai-risk-management-framework"
        },
        {
          "title": "OECD.AI",
          "subtitle": "OECD 人工智能原则与政策观察",
          "link": "https://oecd.ai/en"
        },
        {
          "title": "国家网信办（CAC）",
          "subtitle": "深度合成、生成式服务等监管动态",
          "link": "https://www.cac.gov.cn/"
        },
        {
          "title": "互联网信息服务算法备案",
          "subtitle": "境内算法备案公示与查询",
          "link": "https://beian.cac.gov.cn/"
        },
        {
          "title": "生成式人工智能服务管理暂行办法",
          "subtitle": "国务院公报/政策库文本入口",
          "link": "https://www.gov.cn/zhengce/zhengceku/202307/content_6891752.htm"
        }
      ]
    },
    {
      "id": "ext-ai-browser",
      "name": "AI 浏览器与新形态",
      "tools": [
        {
          "title": "Arc",
          "subtitle": "The Browser Company，侧栏与空间组织，内置 AI 能力演进中",
          "link": "https://arc.net/"
        },
        {
          "title": "Dia",
          "subtitle": "The Browser Company 新作，强调对话式与代理向浏览",
          "link": "https://www.diabrowser.com/",
          "added": "2026-04-25"
        },
        {
          "title": "Comet（Perplexity）",
          "subtitle": "Perplexity 系浏览器，搜索与摘要深度集成",
          "link": "https://www.perplexity.ai/comet"
        },
        {
          "title": "SigmaOS",
          "subtitle": "工作区式标签与 AI 助手整合",
          "link": "https://sigmaos.com/"
        },
        {
          "title": "Brave（Leo 等）",
          "subtitle": "隐私向浏览器 + 内置 Leo 等 AI 功能",
          "link": "https://brave.com/ai/"
        },
        {
          "title": "Opera Aria",
          "subtitle": "Opera 内置 Aria AI 与侧边助手",
          "link": "https://www.opera.com/features/aria"
        }
      ]
    },
    {
      "id": "ext-meeting-notes",
      "name": "AI 会议与语音纪要",
      "tools": [
        {
          "title": "Otter.ai",
          "subtitle": "实时转写、摘要与会议搜索",
          "link": "https://otter.ai/"
        },
        {
          "title": "Fireflies.ai",
          "subtitle": "会议录制、转写、摘要与 CRM 集成",
          "link": "https://fireflies.ai/"
        },
        {
          "title": "Granola",
          "subtitle": "本地优先会议笔记，AI 整理要点",
          "link": "https://www.granola.ai/"
        },
        {
          "title": "飞书妙记",
          "subtitle": "音视频转写、纪要、待办（与飞书办公一体）",
          "link": "https://www.feishu.cn/product/minutes"
        },
        {
          "title": "Tactiq",
          "subtitle": "Google Meet / Zoom 等实时字幕与纪要",
          "link": "https://tactiq.io/"
        },
        {
          "title": "Zoom AI Companion",
          "subtitle": "会议摘要、聊天与会议内 AI 助手",
          "link": "https://www.zoom.com/en/ai-companion/"
        }
      ]
    },
    {
      "id": "ext-ai-rankings",
      "name": "AI 榜单 · 产品与工具排行",
      "tools": [
        {
          "title": "AI 产品榜（飞书 Wiki）",
          "subtitle": "国内 AI 产品热度与排行",
          "link": "https://dnipkggqxh.feishu.cn/wiki/YTIUwM6Vmij4IQkSm9PctPWunIb"
        },
        {
          "title": "AI 产品数据榜（飞书 Wiki）",
          "subtitle": "AI 产品流量、增长和排行数据",
          "link": "https://zw73xyquvv.feishu.cn/wiki/UH5QwtUWtis1gTk4R6rcnWK2nZc"
        },
        {
          "title": "Toolify",
          "subtitle": "全球 AI 工具发现与排行",
          "link": "https://www.toolify.ai/zh/"
        },
        {
          "title": "AIGCrank",
          "subtitle": "中文 AIGC/产品排行向站点",
          "link": "https://aigcrank.cn/"
        },
        {
          "title": "OpenRouter Rankings",
          "subtitle": "基于全网调用量的模型周榜、市占与分场景排行",
          "link": "https://openrouter.ai/rankings"
        },
        {
          "title": "月狐数据 · 黑马APP榜",
          "subtitle": "移动应用增长黑马、活跃排行与市场洞察",
          "link": "https://www.moonfox.cn/topCharts/mobileApp/darkHorse"
        },
        {
          "title": "Similarweb",
          "subtitle": "网站流量排名与竞品分析，AI 产品全球访问量排行",
          "link": "https://www.similarweb.com/"
        },
        {
          "title": "AIcpt",
          "subtitle": "全球 AI 产品流量与增长周榜",
          "link": "https://aicpb.com/"
        },
        {
          "title": "Product Hunt",
          "subtitle": "新产品每日发布与社区投票排行",
          "link": "https://www.producthunt.com/"
        }
      ]
    },
    {
      "id": "ext-ai-books",
      "name": "AI 经典书籍与教材",
      "tools": [
        {
          "title": "《深度学习》（花书）",
          "subtitle": "Ian Goodfellow 等著，深度学习圣经，在线版免费",
          "link": "https://www.deeplearningbook.org/"
        },
        {
          "title": "《动手学深度学习》",
          "subtitle": "李沐出品，代码+理论交互式教材，在线版免费",
          "link": "https://zh.d2l.ai/"
        },
        {
          "title": "《机器学习》（西瓜书）",
          "subtitle": "周志华著，中文机器学习最权威教材",
          "link": "https://cs.nju.edu.cn/zhouzh/zhouzh.files/publication/MLbook2016.htm"
        },
        {
          "title": "《人工智能：一种现代方法》",
          "subtitle": "Stuart Russell 著，全球最广泛采用的 AI 教材（第四版）",
          "link": "https://aima.cs.berkeley.edu/"
        },
        {
          "title": "《自然语言处理综论》",
          "subtitle": "Jurafsky & Martin，NLP 最权威教材，第三版在线免费",
          "link": "https://web.stanford.edu/~jurafsky/slp3/"
        },
        {
          "title": "《Attention Is All You Need》论文",
          "subtitle": "Transformer 开创性论文，改变 AI 格局",
          "link": "https://arxiv.org/abs/1706.03762"
        },
        {
          "title": "《The Little Book of Deep Learning》",
          "subtitle": "François Fleuret，深度学习精简入门小册，免费电子书",
          "link": "https://fleuret.org/public/lbdl.pdf"
        },
        {
          "title": "《百面机器学习》",
          "subtitle": "葫芦娃著，机器学习面试必备，覆盖核心考点",
          "link": "https://book.douban.com/subject/30282803/"
        }
      ]
    },
    {
      "id": "ext-geo-aeo",
      "name": "GEO / AEO · AI 搜索优化",
      "tools": [
        {
          "title": "Google 搜索中心 · AI 概览",
          "subtitle": "站点在 Google AI Overviews 等形态下的官方说明与规范入口",
          "link": "https://developers.google.com/search/docs/appearance/ai-overviews"
        },
        {
          "title": "Princeton GEO 论文",
          "subtitle": "「GEO: Generative Engine Optimization」开创性学术论文",
          "link": "https://arxiv.org/abs/2311.09735"
        },
        {
          "title": "Profound",
          "subtitle": "市场领先的 GEO 跟踪平台，覆盖 10+ AI 引擎的可见性与情感分析",
          "link": "https://www.tryprofound.com/"
        },
        {
          "title": "Ahrefs AI 概述跟踪",
          "subtitle": "全栈 SEO 平台新增 GEO：AI 概述排名、内容助手与关键词 AI 分析",
          "link": "https://ahrefs.com/"
        },
        {
          "title": "Semrush AI Toolkit",
          "subtitle": "Semrush AI 可见性工具包：跨 LLM 品牌曝光、竞争对比与优化建议",
          "link": "https://www.semrush.com/semrush-ai-toolkit/"
        },
        {
          "title": "Otterly AI",
          "subtitle": "ChatGPT/Perplexity/Google AIO 等 AI 搜索表现监控与情感追踪",
          "link": "https://www.otterly.ai/"
        },
        {
          "title": "Scrunch AI",
          "subtitle": "检测 AI 答案中的错误叙事，品牌 AI 份额与竞争分析",
          "link": "https://scrunchai.com/"
        },
        {
          "title": "Peec AI",
          "subtitle": "实时 AI 可见性提醒，提示词级排名与来源归因分析",
          "link": "https://peec.ai/"
        },
        {
          "title": "HubSpot AI Search Grader",
          "subtitle": "免费 GEO 评估：扫描 AI 引擎品牌可见性评分与改进建议",
          "link": "https://www.hubspot.com/ai-search-grader"
        },
        {
          "title": "Writesonic GEO Suite",
          "subtitle": "品牌 AI 可见性探索 + AI 写作优化，GEO 内容一键生成",
          "link": "https://writesonic.com/generative-engine-optimization-geo"
        },
        {
          "title": "Gumshoe",
          "subtitle": "品牌 AI 搜索可见性监控与竞争分析（免费公测中）",
          "link": "https://www.gumshoe.ai/"
        }
      ]
    },
    {
      "id": "AI-编程工具-0",
      "name": "AI 编程工具",
      "tools": [
        {
          "title": "MonkeyCode",
          "subtitle": "在线 AI 编程平台：免安装、云端开发环境、主流模型与手机端，开源可私有化",
          "link": "https://monkeycode-ai.com/?ic=019dd772-4515-776b-a158-a20e0ecbc25c",
          "added": "2026-07-15"
        },
        {
          "title": "ZCode",
          "subtitle": "智谱 ADE 桌面端 · ZCode 3.0 Agent + GLM-5.3 深度适配，直连 GLM Coding Plan",
          "link": "https://zcode.z.ai/cn",
          "avatar": "icon/智谱清言.png",
          "added": "2026-07-07"
        }
      ]
    }
  ]
}