[{"data":1,"prerenderedAt":4174},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"alt-main-gpt-store":8,"alt-list-gpt-store":707},{"tools":4,"reviews":5},98,27,{"tools":4,"reviews":5,"playbooks":7,"news":5},23,{"id":9,"title":10,"alternatives":11,"api_compatible":16,"body":17,"category":628,"chinese_friendly":629,"cover":630,"description":631,"domestic":632,"extension":633,"faq":634,"free":632,"github":16,"languages":647,"lastVerified":650,"meta":651,"models":16,"navigation":652,"notSuitable":16,"opensource":632,"path":653,"pillar":654,"platforms":655,"priceTable":659,"pricing":676,"published":677,"relatedPlaybooks":678,"relatedReviews":16,"score":680,"self_host":632,"seo":682,"seoTitle":683,"slug":684,"sources":685,"stem":697,"suitable":16,"tagline":698,"tags":699,"updated":688,"verdict":705,"website":583,"__hash__":706},"tools\u002Ftools\u002Fagent\u002Fskills\u002Fgpt-store.md","OpenAI GPT Store",[12,13,14,15],"agent\u002Fskills\u002Fclaude-skills","agent\u002Fskills\u002Fcursor-rules-hub","agent\u002Fplatform\u002Fcoze","agent\u002Fplatform\u002Fdify",null,{"type":18,"value":19,"toc":614},"minimark",[20,25,58,61,64,141,144,170,176,180,185,211,216,248,252,263,266,445,448,509,513,542,545,572,575],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,28,29,33,34,37,38,41,42,45,46,49,50,53,54,57],"p",{},"OpenAI GPT Store 是 ChatGPT 内置的 Custom GPT 市场（2024-01 上线），2026 年已有 ",[30,31,32],"strong",{},"300 万+ Custom GPT","。GPT Builder 让非技术用户用自然语言搭建：",[30,35,36],{},"Instructions","（人格 + 行为）\u002F ",[30,39,40],{},"Knowledge","（最多 20 文件 PDF \u002F Excel \u002F Code）\u002F ",[30,43,44],{},"Actions","（OpenAPI + OAuth 调外部 API）\u002F ",[30,47,48],{},"内置工具","（DALL-E 3 \u002F Code Interpreter \u002F Web Browsing）。Revenue Sharing 按 engagement 分成但门槛极高——平均 ~$0.03\u002F会话，月入 $1K 需 33K+ 高质量会话。真正赚钱路径：",[30,51,52],{},"B2B 内部 GPT 咨询","（$5K-20K\u002F项目 + $1K-5K\u002F月）或 ",[30,55,56],{},"GPT 当 top-of-funnel"," 引流自家 SaaS。",[26,59,60],{},"适合：ChatGPT Plus \u002F Team \u002F Enterprise 用户；非技术用户搭一个定制助手；C 端流量入口；快速验证 Agent 创意；B2B 顾问做企业内部 GPT。不适合：靠 GPT Store 直接全职 monetize（90%+ 月 $100-500）；要私有部署 \u002F 全模型 \u002F 复杂工作流（Coze \u002F Dify）；国内无 ChatGPT 订阅；要 100% 控制 + 闭源。",[21,62,63],{"id":63},"核心能力",[65,66,67,73,79,84,89,94,99,105,111,117,123,129,135],"ul",{},[68,69,70,72],"li",{},[30,71,32],{},"（业内最大 C 端 Agent 市场）",[68,74,75,78],{},[30,76,77],{},"GPT Builder","：自然语言搭建 + 实时预览 + 双模式（对话 \u002F 高级编辑器）",[68,80,81,83],{},[30,82,36],{},"：人格 + 行为 + 边界（plain English）",[68,85,86,88],{},[30,87,40],{},"：最多 20 文件（PDF \u002F Excel \u002F Code \u002F 文档）",[68,90,91,93],{},[30,92,44],{},"：OpenAPI 3.x + API Key \u002F OAuth 2.0",[68,95,96,98],{},[30,97,48],{},"：DALL-E 3 \u002F Code Interpreter \u002F Web Browsing",[68,100,101,104],{},[30,102,103],{},"GPT-5.2 模型","（最新）",[68,106,107,110],{},[30,108,109],{},"Discovery","：自然语言搜索 + 周榜 trending + 类别 + Staff Picks",[68,112,113,116],{},[30,114,115],{},"直接链接分享","：可外部分享 GPT URL",[68,118,119,122],{},[30,120,121],{},"Revenue Sharing","：engagement-based + 美国地区 + verified creator",[68,124,125,128],{},[30,126,127],{},"多语言","：界面 + 中文 GPT 数量丰富",[68,130,131,134],{},[30,132,133],{},"GPT 互联","（2026 新）：Agentic Workflows 允许 GPT 调 GPT",[68,136,137,140],{},[30,138,139],{},"企业 SSO + 数据不训练","（Enterprise）",[21,142,143],{"id":143},"价格",[65,145,146,152,158,164],{},[68,147,148,151],{},[30,149,150],{},"ChatGPT Free","：$0（GPT Store 限制访问）",[68,153,154,157],{},[30,155,156],{},"ChatGPT Plus","：$20\u002Fmo（全 GPT Store + Builder + GPT-5.2）",[68,159,160,163],{},[30,161,162],{},"ChatGPT Team","：$30\u002Fseat\u002Fmo（团队共享 GPT）",[68,165,166,169],{},[30,167,168],{},"ChatGPT Enterprise","：联系销售（SSO + audit + 私有 GPT）",[171,172,173],"blockquote",{},[26,174,175],{},"用户视角：Plus $20\u002Fmo 解锁全部 GPT；创作者视角：免费创建 + 发布，分成需 verified creator + 高 engagement。",[21,177,179],{"id":178},"实测搭-发布-跑流量","实测（搭 + 发布 + 跑流量）",[26,181,182],{},[30,183,184],{},"亮点：",[65,186,187,190,193,196,199,202,205,208],{},[68,188,189],{},"GPT Builder 5 分钟从『描述需求』到『可用 GPT』",[68,191,192],{},"Knowledge 上传 PDF 后立刻可问（不需 RAG 工程）",[68,194,195],{},"Actions OAuth 让 GPT 代用户操作 Notion \u002F Linear 等",[68,197,198],{},"ChatGPT 内置分发 = 0 获客成本",[68,200,201],{},"中文 GPT 数量已经很多，本地化没问题",[68,203,204],{},"适合 B2B 顾问：客户已有 ChatGPT Team \u002F Enterprise，内部 GPT 落地快",[68,206,207],{},"Agentic Workflows（GPT 调 GPT）打开新场景",[68,209,210],{},"DALL-E 3 + Code Interpreter 开箱可用",[26,212,213],{},[30,214,215],{},"踩坑：",[65,217,218,221,224,227,230,233,236,239,242,245],{},[68,219,220],{},"Revenue Sharing 不透明：~$0.03\u002F会话，月 $1K 需 33K+ 会话",[68,222,223],{},"90%+ 创作者月入 $100-500，全职靠 GPT Store 难",[68,225,226],{},"顶部 0.01% 占大部分分成，长尾几乎没钱",[68,228,229],{},"仅美国 verified creator 能进主分成池",[68,231,232],{},"横向工具 GPT（PDF 总结）竞争惨烈",[68,234,235],{},"Plus 用户 Actions 配额 \u002F 限速紧",[68,237,238],{},"国内无 ChatGPT 订阅 = 用户 \u002F 创作者双重壁垒",[68,240,241],{},"Knowledge 20 文件上限 + 总大小限制",[68,243,244],{},"复杂工作流（多步骤 \u002F 条件分支）不如 Coze \u002F Dify",[68,246,247],{},"数据落 OpenAI 服务器（Plus）合规敏感",[21,249,251],{"id":250},"上手搭一个法律合同-gpt","上手（搭一个法律合同 GPT）",[253,254,259],"pre",{"className":255,"code":257,"language":258},[256],"language-text","1. chat.openai.com → Explore GPTs → Create\n2. 描述：『英国合同审查 GPT，找风险条款，引用 UK 法律』\n3. Builder 自动生成 name \u002F icon \u002F starter prompts\n4. 高级编辑器：\n   - Instructions: 你是英国合同审查专家……\n   - Knowledge: 上传 UK 合同法 PDF + 公司模板（最多 20 文件）\n   - Actions: 添加自家 contracts API（OpenAPI schema + OAuth）\n5. 实时预览测试，调整 instructions\n6. Publish → 选公开 \u002F 仅链接 \u002F 私有\n7. 分享 GPT URL，开始累积 engagement\n","text",[260,261,257],"code",{"__ignoreMap":262},"",[21,264,265],{"id":265},"对比",[267,268,269,291],"table",{},[270,271,272],"thead",{},[273,274,275,279,282,285,288],"tr",{},[276,277,278],"th",{},"维度",[276,280,281],{},"GPT Store",[276,283,284],{},"Coze",[276,286,287],{},"Dify",[276,289,290],{},"Claude Marketplace",[292,293,294,312,329,346,363,378,394,411,428],"tbody",{},[273,295,296,300,303,306,309],{},[297,298,299],"td",{},"数量",[297,301,302],{},"300 万+",[297,304,305],{},"数十万",[297,307,308],{},"数万 + 自托管",[297,310,311],{},"6 partners（preview）",[273,313,314,317,320,323,326],{},[297,315,316],{},"模型",[297,318,319],{},"GPT-5.2 only",[297,321,322],{},"豆包 \u002F DeepSeek \u002F Qwen",[297,324,325],{},"全开放",[297,327,328],{},"Claude only",[273,330,331,334,337,340,343],{},[297,332,333],{},"发布渠道",[297,335,336],{},"ChatGPT 内",[297,338,339],{},"飞书 \u002F 微信 \u002F 抖音",[297,341,342],{},"API \u002F Web \u002F 自部署",[297,344,345],{},"企业承诺额度",[273,347,348,351,354,357,360],{},[297,349,350],{},"上手",[297,352,353],{},"极低（自然语言）",[297,355,356],{},"极低（拖拽）",[297,358,359],{},"中（开发者）",[297,361,362],{},"高（企业采购）",[273,364,365,367,370,373,375],{},[297,366,44],{},[297,368,369],{},"✅ OpenAPI + OAuth",[297,371,372],{},"✅",[297,374,372],{},[297,376,377],{},"企业集成",[273,379,380,383,386,389,391],{},[297,381,382],{},"私有部署",[297,384,385],{},"❌（Enterprise 私有 GPT）",[297,387,388],{},"❌",[297,390,372],{},[297,392,393],{},"企业",[273,395,396,399,402,405,408],{},[297,397,398],{},"Revenue",[297,400,401],{},"engagement 分成 + 不透明",[297,403,404],{},"流量分成",[297,406,407],{},"自建商业",[297,409,410],{},"零佣金 + 承诺额度",[273,412,413,416,419,422,425],{},[297,414,415],{},"适合",[297,417,418],{},"C 端 + Plus 用户",[297,420,421],{},"国内 C\u002FB",[297,423,424],{},"开发者 \u002F 企业",[297,426,427],{},"大企业采购",[273,429,430,433,436,439,442],{},[297,431,432],{},"起价",[297,434,435],{},"$20\u002Fmo Plus",[297,437,438],{},"Free",[297,440,441],{},"OSS \u002F Cloud",[297,443,444],{},"企业合同",[21,446,447],{"id":447},"避坑",[65,449,450,456,462,467,473,479,485,491,497,503],{},[68,451,452,455],{},[30,453,454],{},"不要靠分成全职","：B2B 咨询 + SaaS 引流才是钱",[68,457,458,461],{},[30,459,460],{},"垂直 niche","：legal-tech \u002F financial \u002F medical 等专业领域 > 通用工具",[68,463,464,466],{},[30,465,56],{},"：免费 GPT 引流到自家 SaaS（Stripe 计费）",[68,468,469,472],{},[30,470,471],{},"Actions 鉴权","：OAuth 优先，API Key 仅低敏感",[68,474,475,478],{},[30,476,477],{},"Knowledge 20 文件","：精选 RAG quality 高的，不要堆数量",[68,480,481,484],{},[30,482,483],{},"Instructions 边界","：明确『不能做什么』，避免 jailbreak",[68,486,487,490],{},[30,488,489],{},"国内访问","：Plus 订阅需正规海外支付 + 稳定网络",[68,492,493,496],{},[30,494,495],{},"数据合规","：敏感数据用 Enterprise（数据不训练），不要用 Plus",[68,498,499,502],{},[30,500,501],{},"starter prompts 优化","：好的 starter prompts 提高 engagement",[68,504,505,508],{},[30,506,507],{},"持续运营","：GPT 也要『版本更新 + 用户反馈』，不是发布即结束",[21,510,512],{"id":511},"适合-不适合","适合 \u002F 不适合",[65,514,515,518,521,524,527,530,533,536,539],{},[68,516,517],{},"✅ ChatGPT Plus \u002F Team \u002F Enterprise 用户",[68,519,520],{},"✅ 非技术用户搭定制助手",[68,522,523],{},"✅ C 端流量入口 + SaaS 引流",[68,525,526],{},"✅ B2B 顾问做企业内部 GPT",[68,528,529],{},"✅ 快速验证 Agent 创意",[68,531,532],{},"❌ 靠 GPT Store 直接全职 monetize",[68,534,535],{},"❌ 要私有部署 + 全模型（Coze \u002F Dify）",[68,537,538],{},"❌ 国内无 ChatGPT 订阅",[68,540,541],{},"❌ 复杂多步骤工作流",[21,543,544],{"id":544},"相关阅读",[65,546,547,554,560,566],{},[68,548,549],{},[550,551,553],"a",{"href":552},"\u002Ftools\u002Fagent\u002Fskills\u002Fclaude-skills","Claude Skills 评测",[68,555,556],{},[550,557,559],{"href":558},"\u002Ftools\u002Fagent\u002Fskills\u002Fcursor-rules-hub","Cursor Rules Hub 评测",[68,561,562],{},[550,563,565],{"href":564},"\u002Ftools\u002Fagent\u002Fplatform\u002Fcoze","Coze 评测",[68,567,568],{},[550,569,571],{"href":570},"\u002Ftools\u002Fagent\u002Fplatform\u002Fdify","Dify 评测",[21,573,574],{"id":574},"来源",[576,577,578,586,593,600,607],"ol",{},[68,579,580,581],{},"ChatGPT GPT Store ",[550,582,583],{"href":583,"rel":584},"https:\u002F\u002Fchat.openai.com\u002Fgpts",[585],"nofollow",[68,587,588,589],{},"Digital Applied — GPT Store Business Guide 2026（~$0.03\u002F会话 + B2B reality check） ",[550,590,591],{"href":591,"rel":592},"https:\u002F\u002Fwww.digitalapplied.com\u002Fblog\u002Fgpt-store-custom-gpts-business-guide-2026",[585],[68,594,595,596],{},"Singularity Moments — OpenAI Custom GPTs Guide 2026（3M+ GPT + GPT Builder 详解） ",[550,597,598],{"href":598,"rel":599},"https:\u002F\u002Fsingularitymoments.com\u002Fopenai-custom-gpts-guide-2026\u002F",[585],[68,601,602,603],{},"GPT Store Revenue Case Studies 2026（engagement 分成 + 垂直 niche） ",[550,604,605],{"href":605,"rel":606},"https:\u002F\u002Fgptstorerevenueprogram.com\u002Fgpt-store-revenue-case-studies-what-we-know-so-far",[585],[68,608,609,610],{},"VentureBeat — OpenAI launches GPT Store 2024-01 ",[550,611,612],{"href":612,"rel":613},"https:\u002F\u002Fventurebeat.com\u002Fai\u002Fopenai-launches-gpt-store-but-revenue-sharing-is-still-to-come",[585],{"title":262,"searchDepth":615,"depth":615,"links":616},3,[617,619,620,621,622,623,624,625,626,627],{"id":23,"depth":618,"text":24},2,{"id":63,"depth":618,"text":63},{"id":143,"depth":618,"text":143},{"id":178,"depth":618,"text":179},{"id":250,"depth":618,"text":251},{"id":265,"depth":618,"text":265},{"id":447,"depth":618,"text":447},{"id":511,"depth":618,"text":512},{"id":544,"depth":618,"text":544},{"id":574,"depth":618,"text":574},"skills",4,"\u002Fimg\u002Ftools\u002Fgpt-store.webp","OpenAI GPT Store 真实评测：ChatGPT 内置 Custom GPT 市场（2024-01 上线），2026 年已有 300 万+ Custom GPT。GPT Builder 让非技术用户用自然语言搭建：Instructions \u002F Knowledge（20 文件）\u002F Actions（OpenAPI \u002F OAuth）\u002F 内置工具（DALL-E \u002F Code Interpreter \u002F Web Browsing）。Revenue Sharing 按 engagement 分成（非 install 数）但门槛高——大部分创作者月入 $100-500，赚钱核心是『B2B 内部 GPT + 顶部 0.01% engagement』，不是『C 端爆款』。",false,"md",[635,638,641,644],{"q":636,"a":637},"GPT Store 能赚多少钱？分成机制是怎样的？","OpenAI 用 engagement-based 分成（非 install 数 \u002F 非固定价格），具体公式不公开。多个 2026 评测交叉确认：平均每会话约 $0.03，月入 $1000 需 33K+ 高质量会话。Digital Applied 等给出 reality check：90%+ 创作者月入 $100-500，仅顶部 0.01% engagement 能撑全职。真正赚钱的两条路：(1) **B2B 内部 GPT 咨询**——给企业用 SharePoint \u002F Confluence \u002F 私有 KB 搭内部 GPT，每个项目 $5K-20K 上手 + $1K-5K\u002F月维护；(2) **GPT 当 top-of-funnel**——免费 GPT 引流到自家 SaaS（Stripe 计费）。靠 OpenAI 直接分成全职生活很难。",{"q":639,"a":640},"Custom GPT vs Coze vs Dify 怎么选？","GPT Store = OpenAI 模型 only + 极低门槛 + ChatGPT 内分发；Coze = 国内对标（豆包 \u002F DeepSeek \u002F Qwen 多模型 + 飞书 \u002F 微信 \u002F 抖音多渠道）；Dify = 开源 + 全模型 + 私有部署 + API。决策：(1) C 端 + 海外 + ChatGPT 用户 → GPT Store；(2) 国内 C 端 + 多渠道 → Coze；(3) 企业 + 私有部署 + 全模型 → Dify。生产工作流 + 复杂 Agent → 优先 Coze \u002F Dify，GPT Store 当流量入口。",{"q":642,"a":643},"Custom GPT 能调外部 API（Actions）吗？怎么做 OAuth？","能。GPT Builder 的 Actions 支持自定义 OpenAPI 3.x schema，可调任意 REST API。认证方式：(a) API Key（HTTP header \u002F query）；(b) OAuth 2.0 Authorization Code Flow（用户在 ChatGPT 内 一键授权）。2026 Actions 已支持 long-running operations + 多步骤。但配额和限速受 ChatGPT 计划限制（Plus 比 Team \u002F Enterprise 紧）。生产场景建议 Actions + 自家后端做请求合并 \u002F 缓存。",{"q":645,"a":646},"Anthropic 也推了 Claude Marketplace（2026-03），GPT Store 还有优势吗？","两者定位不同。GPT Store 主打 **C 端开发者 + 长尾 GPT**（300 万+ Custom GPT、Plus 用户免费访问），生态最大；Claude Marketplace 主打 **B2B 企业采购**（用 Anthropic 承诺额度买第三方 Claude 软件，首批 6 个企业级 partner，Anthropic 零佣金）。GPT Store 优势：量大、ChatGPT 内分发、GPT Builder 极易上手、Plus 用户基数大；劣势：Revenue Sharing 不透明、$0.03\u002F会话天花板低、深度定制受限。两者并存：C 端 long-tail 用 GPT Store，B2B 大客户走 Claude Marketplace。",[648,649],"zh","en","2026-08-02",{},true,"\u002Ftools\u002Fagent\u002Fskills\u002Fgpt-store","agent",[656,657,658],"web","ios","android",[660,664,668,672],{"plan":150,"price":661,"features":662,"notes":663},"$0","基础 ChatGPT 但 GPT Store 限制访问","试水",{"plan":156,"price":665,"features":666,"notes":667},"$20\u002Fmo","全 GPT Store 访问 + GPT Builder + GPT-5.2 + DALL-E + 代码解释器","个人开发者",{"plan":162,"price":669,"features":670,"notes":671},"$30\u002Fseat","团队共享 GPT + 集中计费 + 高 context","5+ 人团队",{"plan":168,"price":673,"features":674,"notes":675},"联系销售","SSO + audit + 私有 GPT + 数据不训练 + 高速 GPT-5.2 + Actions OAuth","大客户","ChatGPT Plus $20\u002Fmo \u002F Team $30\u002Fseat\u002Fmo \u002F Enterprise 联系销售","2026-06-21",[679],"onboarding\u002Fcustom-gpt-monetization",{"power":629,"ux":681,"price":615,"cn_support":629,"stability":629},5,{"title":10,"description":631},"GPT Store - OpenAI 官方 GPT 市场评测 | AIHO","agent\u002Fskills\u002Fgpt-store",[686,689,691,693,695],{"name":687,"url":583,"accessed":688},"ChatGPT GPT Store","2026-06-24",{"name":690,"url":591,"accessed":688},"Digital Applied — GPT Store Business Guide 2026（含 ~$0.03\u002F会话）",{"name":692,"url":598,"accessed":688},"Singularity Moments — Custom GPTs Guide 2026（3M+ GPT）",{"name":694,"url":605,"accessed":688},"GPT Store Revenue Case Studies 2026",{"name":696,"url":612,"accessed":688},"VentureBeat — GPT Store 上线 2024-01","tools\u002Fagent\u002Fskills\u002Fgpt-store","OpenAI 官方 GPT 市场——300 万+ 自定义 GPT + GPT Builder + Actions + 引擎驱动分成",[700,628,701,702,703,704],"gpt-store","marketplace","openai","chatgpt","custom-gpt","GPT Store 是 C 端 Agent 市场的标杆——量大、易用、Plus 用户全免费访问。但开发者深度定制受限、Revenue Sharing 不透明、平均 ~$0.03\u002F会话『需 33K+ 会话\u002F月才能赚 $1K』。想做生产级 Agent \u002F 大规模分成还是得 Coze \u002F Dify \u002F B2B 顾问。","ULsQKwIN3xMlT3oHf5VfM4J-KE2lxz0zUWoH9Q4W_oM",[708,1459,2234,3151],{"id":709,"title":710,"alternatives":711,"api_compatible":16,"body":713,"category":628,"chinese_friendly":615,"cover":1394,"description":1395,"domestic":632,"extension":633,"faq":1396,"free":632,"github":16,"languages":1409,"lastVerified":650,"meta":1410,"models":16,"navigation":652,"notSuitable":16,"opensource":652,"path":552,"pillar":654,"platforms":1411,"priceTable":1415,"pricing":1429,"published":677,"relatedPlaybooks":1430,"relatedReviews":1432,"score":1434,"self_host":632,"seo":1435,"seoTitle":1436,"slug":12,"sources":1437,"stem":1450,"suitable":16,"tagline":1451,"tags":1452,"updated":688,"verdict":1457,"website":1341,"__hash__":1458},"tools\u002Ftools\u002Fagent\u002Fskills\u002Fclaude-skills.md","Claude Skills",[13,684,712],"agent\u002Fdesktop\u002Fclaude-desktop",{"type":18,"value":714,"toc":1382},[715,717,735,738,740,823,825,856,861,865,869,895,899,925,929,935,940,1044,1047,1049,1212,1214,1282,1284,1313,1315,1332,1334,1378],[21,716,24],{"id":23},[26,718,719,720,722,723,726,727,730,731,734],{},"Claude Skills 是 Anthropic 推出的 Agent 能力系统：一个 SKILL.md 文件 = 一组能力，Claude 看到匹配任务自动按需加载，不污染 context。配合 2026-03-06 上线的 ",[30,721,290],{},"（B2B 企业版『App Store』，首批 Snowflake \u002F GitLab \u002F Harvey AI \u002F Replit \u002F Rogo \u002F Lovable Labs，Anthropic ",[30,724,725],{},"零佣金","），构成 Anthropic 在 Agent 能力分发上的双层架构：(1) ",[30,728,729],{},"协议层","：SKILL.md 跨 Claude \u002F Cursor \u002F Codex CLI \u002F Windsurf \u002F Copilot \u002F MCP 兼容工具；(2) ",[30,732,733],{},"分发层","：Claude Marketplace 让企业用已有 Anthropic 年度承诺额度直接采购第三方 Claude-powered 软件。",[26,736,737],{},"适合：Claude Code \u002F Claude Desktop 用户；要复用 Agent 工作流的团队；要写一份能力跑多工具的（SKILL.md 跨平台）；企业有 Anthropic 承诺额度想统一 AI 采购。不适合：纯非 Claude 栈 + 不想学 SKILL.md（用 .cursorrules）；C 端 monetize（用 GPT Store）；要 100% 控制 + 闭源 + 自托管（自己用 prompt + RAG）。",[21,739,63],{"id":63},[65,741,742,748,754,770,776,782,787,793,799,805,811,817],{},[68,743,744,747],{},[30,745,746],{},"SKILL.md 协议","：一个目录 = 一个 Skill，YAML frontmatter + Markdown 步骤",[68,749,750,753],{},[30,751,752],{},"按需加载","：Claude 看到匹配任务才注入，不污染 context",[68,755,756,759,760,763,764,763,767],{},[30,757,758],{},"支持脚本 + 模板 + 参考","：",[260,761,762],{},"scripts\u002F"," \u002F ",[260,765,766],{},"templates\u002F",[260,768,769],{},"references\u002F",[68,771,772,775],{},[30,773,774],{},"触发条件","：description + 关键词，Claude 自主判断",[68,777,778,781],{},[30,779,780],{},"跨工具开放","：SKILL.md 标准跑在 Cursor \u002F Codex CLI \u002F Windsurf \u002F Copilot \u002F MCP",[68,783,784,786],{},[30,785,290],{},"（2026-03）：企业承诺额度采购第三方 Claude 软件，零佣金",[68,788,789,792],{},[30,790,791],{},"首批合作伙伴","：Snowflake \u002F GitLab \u002F Harvey AI \u002F Replit \u002F Rogo \u002F Lovable Labs",[68,794,795,798],{},[30,796,797],{},"企业能力","：SSO \u002F audit \u002F 私有 Skills \u002F 高 context",[68,800,801,804],{},[30,802,803],{},"Claude Code 集成","：Claude Code 自带 skill 系统",[68,806,807,810],{},[30,808,809],{},"社区共享","：GitHub + skills-hub.ai 等聚合（4400+ rules\u002Fskills）",[68,812,813,816],{},[30,814,815],{},"可 git 版本化","：Skill 就是代码仓库",[68,818,819,822],{},[30,820,821],{},"diff \u002F review 友好","：能力变更走 PR 流程",[21,824,143],{"id":143},[65,826,827,833,839,845,851],{},[68,828,829,832],{},[30,830,831],{},"Claude Free","：$0",[68,834,835,838],{},[30,836,837],{},"Claude Pro","：$20\u002Fmo（个人 Skills 库）",[68,840,841,844],{},[30,842,843],{},"Claude Team","：$30\u002Fseat\u002Fmo（团队共享）",[68,846,847,850],{},[30,848,849],{},"Claude Enterprise","：联系销售（SSO + audit + 私有）",[68,852,853,855],{},[30,854,290],{},"：承诺额度抵扣，Anthropic 零佣金",[171,857,858],{},[26,859,860],{},"Anthropic 2026 公开数据：run-rate revenue $14B，年增长 10x，年度花费 $100k+ 客户数同比 7x。Marketplace 是这群企业的采购统一入口。",[21,862,864],{"id":863},"实测claude-code-自定义-skill","实测（Claude Code + 自定义 Skill）",[26,866,867],{},[30,868,184],{},[65,870,871,874,877,880,883,886,889,892],{},[68,872,873],{},"5 分钟写一个 deploy-to-vercel skill，Claude 看到『部署』自动加载",[68,875,876],{},"按需加载比 .cursorrules 全局注入省 30-50% token",[68,878,879],{},"Skill 可附 scripts + templates + references，复杂任务自包含",[68,881,882],{},"SKILL.md 标准在 Cursor \u002F Codex CLI 也能消费，跨工具复用",[68,884,885],{},"Claude Marketplace 让企业采购 AI 软件不用走 procurement",[68,887,888],{},"Snowflake \u002F GitLab \u002F Harvey AI 等大客户背书 = 生态正在成熟",[68,890,891],{},"git diff 友好，PR review 能力变更",[68,893,894],{},"社区已有 skills-hub.ai 等聚合，4400+ rules\u002Fskills 可选",[26,896,897],{},[30,898,215],{},[65,900,901,904,907,910,913,916,919,922],{},[68,902,903],{},"SKILL.md 协议官方文档仍在演化，cutting-edge feature 偶有 breaking change",[68,905,906],{},"触发逻辑黑盒——Skill 偶尔不被加载，要靠 description 关键词调优",[68,908,909],{},"中文 SKILL.md 触发偶发漏，关键词加英文 fallback 更稳",[68,911,912],{},"Claude Marketplace 当前 limited preview，国内企业暂无法采购",[68,914,915],{},"国内访问 Claude 仍受限，需正规渠道",[68,917,918],{},"Skill 之间冲突时优先级文档不清",[68,920,921],{},"企业 audit log 在 Pro 档不全",[68,923,924],{},"跨工具兼容性差异：Cursor 对 globs 友好，Codex 对 always-attached 友好",[21,926,928],{"id":927},"上手5-分钟写一个-skill","上手（5 分钟写一个 Skill）",[253,930,933],{"className":931,"code":932,"language":258},[256],"my-skills\u002F\n  deploy-to-vercel\u002F\n    SKILL.md\n    scripts\u002F\n      deploy.sh\n    templates\u002F\n      vercel.json\n",[260,934,932],{"__ignoreMap":262},[26,936,937,759],{},[260,938,939],{},"SKILL.md",[253,941,945],{"className":942,"code":943,"language":944,"meta":262,"style":262},"language-markdown shiki shiki-themes github-light github-dark","---\nname: deploy-to-vercel\ndescription: Deploy a Nuxt \u002F Next project to Vercel production\ntriggers: [\"deploy to vercel\", \"部署到 Vercel\", \"vercel prod\"]\n---\n\n## When to use\nUser asks to deploy a Nuxt\u002FNext project to Vercel production.\n\n## Steps\n1. Verify `vercel.json` exists (use `templates\u002Fvercel.json` if missing).\n2. Run `pnpm build && vercel --prod`.\n3. Return deployment URL + log tail.\n\n## Pitfalls\n- 不要在 dev server 运行时 build（FSWatcher 冲突）。\n- 检查 `NUXT_PUBLIC_*` 环境变量是否在 Vercel project 配置。\n","markdown",[260,946,947,955,960,965,970,974,980,986,992,997,1003,1009,1015,1021,1026,1032,1038],{"__ignoreMap":262},[948,949,952],"span",{"class":950,"line":951},"line",1,[948,953,954],{},"---\n",[948,956,957],{"class":950,"line":618},[948,958,959],{},"name: deploy-to-vercel\n",[948,961,962],{"class":950,"line":615},[948,963,964],{},"description: Deploy a Nuxt \u002F Next project to Vercel production\n",[948,966,967],{"class":950,"line":629},[948,968,969],{},"triggers: [\"deploy to vercel\", \"部署到 Vercel\", \"vercel prod\"]\n",[948,971,972],{"class":950,"line":681},[948,973,954],{},[948,975,977],{"class":950,"line":976},6,[948,978,979],{"emptyLinePlaceholder":652},"\n",[948,981,983],{"class":950,"line":982},7,[948,984,985],{},"## When to use\n",[948,987,989],{"class":950,"line":988},8,[948,990,991],{},"User asks to deploy a Nuxt\u002FNext project to Vercel production.\n",[948,993,995],{"class":950,"line":994},9,[948,996,979],{"emptyLinePlaceholder":652},[948,998,1000],{"class":950,"line":999},10,[948,1001,1002],{},"## Steps\n",[948,1004,1006],{"class":950,"line":1005},11,[948,1007,1008],{},"1. Verify `vercel.json` exists (use `templates\u002Fvercel.json` if missing).\n",[948,1010,1012],{"class":950,"line":1011},12,[948,1013,1014],{},"2. Run `pnpm build && vercel --prod`.\n",[948,1016,1018],{"class":950,"line":1017},13,[948,1019,1020],{},"3. Return deployment URL + log tail.\n",[948,1022,1024],{"class":950,"line":1023},14,[948,1025,979],{"emptyLinePlaceholder":652},[948,1027,1029],{"class":950,"line":1028},15,[948,1030,1031],{},"## Pitfalls\n",[948,1033,1035],{"class":950,"line":1034},16,[948,1036,1037],{},"- 不要在 dev server 运行时 build（FSWatcher 冲突）。\n",[948,1039,1041],{"class":950,"line":1040},17,[948,1042,1043],{},"- 检查 `NUXT_PUBLIC_*` 环境变量是否在 Vercel project 配置。\n",[26,1045,1046],{},"Claude 看到『部署到 Vercel』自动加载这个 Skill 并按 Steps 执行。",[21,1048,265],{"id":265},[267,1050,1051,1068],{},[270,1052,1053],{},[273,1054,1055,1057,1059,1062,1065],{},[276,1056,278],{},[276,1058,710],{},[276,1060,1061],{},"Cursor Rules",[276,1063,1064],{},"GPT Custom GPT",[276,1066,1067],{},"LangChain Tool",[292,1069,1070,1087,1104,1121,1137,1152,1165,1181,1196],{},[273,1071,1072,1075,1078,1081,1084],{},[297,1073,1074],{},"加载方式",[297,1076,1077],{},"按需",[297,1079,1080],{},"全局注入",[297,1082,1083],{},"永久驻留",[297,1085,1086],{},"代码注册",[273,1088,1089,1092,1095,1098,1101],{},[297,1090,1091],{},"context 污染",[297,1093,1094],{},"低",[297,1096,1097],{},"高",[297,1099,1100],{},"中",[297,1102,1103],{},"N\u002FA",[273,1105,1106,1109,1112,1115,1118],{},[297,1107,1108],{},"跨工具",[297,1110,1111],{},"✅ SKILL.md 标准",[297,1113,1114],{},"Cursor only",[297,1116,1117],{},"ChatGPT only",[297,1119,1120],{},"LC only",[273,1122,1123,1126,1129,1131,1134],{},[297,1124,1125],{},"写法",[297,1127,1128],{},"Markdown",[297,1130,1128],{},[297,1132,1133],{},"图形 + 自然语言",[297,1135,1136],{},"Python",[273,1138,1139,1142,1144,1146,1149],{},[297,1140,1141],{},"模板 + 脚本",[297,1143,372],{},[297,1145,388],{},[297,1147,1148],{},"Knowledge 文件",[297,1150,1151],{},"代码",[273,1153,1154,1157,1159,1161,1163],{},[297,1155,1156],{},"git 友好",[297,1158,372],{},[297,1160,372],{},[297,1162,388],{},[297,1164,372],{},[273,1166,1167,1170,1173,1176,1178],{},[297,1168,1169],{},"企业分发",[297,1171,1172],{},"✅ Marketplace",[297,1174,1175],{},"团队同步",[297,1177,281],{},[297,1179,1180],{},"自建",[273,1182,1183,1185,1187,1190,1193],{},[297,1184,432],{},[297,1186,665],{},[297,1188,1189],{},"Cursor $20\u002Fmo",[297,1191,1192],{},"ChatGPT Plus $20",[297,1194,1195],{},"OSS",[273,1197,1198,1200,1203,1206,1209],{},[297,1199,415],{},[297,1201,1202],{},"Claude + 跨工具",[297,1204,1205],{},"Cursor 项目",[297,1207,1208],{},"C 端 GPT",[297,1210,1211],{},"LC 项目",[21,1213,447],{"id":447},[65,1215,1216,1222,1228,1234,1240,1246,1259,1265,1270,1276],{},[68,1217,1218,1221],{},[30,1219,1220],{},"description 写关键词","：中文 + 英文 + 同义词都列，提高触发率",[68,1223,1224,1227],{},[30,1225,1226],{},"Skill 粒度","：一个 Skill 解决一类任务，过粗 \u002F 过细都降效",[68,1229,1230,1233],{},[30,1231,1232],{},"triggers 字段","：明确高频触发词，减少黑盒",[68,1235,1236,1239],{},[30,1237,1238],{},"scripts 幂等","：可重跑不副作用",[68,1241,1242,1245],{},[30,1243,1244],{},"templates 完整","：让 Skill 自给自足，不依赖外部",[68,1247,1248,1251,1252,763,1255,1258],{},[30,1249,1250],{},"冲突优先级","：同类 Skill 用不同 name 前缀（",[260,1253,1254],{},"vercel-",[260,1256,1257],{},"netlify-","）",[68,1260,1261,1264],{},[30,1262,1263],{},"企业 audit","：Pro 档 audit 不全，要 Enterprise",[68,1266,1267,1269],{},[30,1268,489],{},"：Claude 走正规渠道；Marketplace 暂时国内不可用",[68,1271,1272,1275],{},[30,1273,1274],{},"跨工具发布","：用 skills-hub.ai 等聚合分发到 Cursor \u002F Codex",[68,1277,1278,1281],{},[30,1279,1280],{},"不要藏密钥","：SKILL.md 仓库 review 时容易泄露",[21,1283,512],{"id":511},[65,1285,1286,1289,1292,1295,1298,1301,1304,1307,1310],{},[68,1287,1288],{},"✅ Claude Code \u002F Claude Desktop 用户",[68,1290,1291],{},"✅ 要写一份能力跑多工具",[68,1293,1294],{},"✅ 团队 Agent 工作流共享",[68,1296,1297],{},"✅ 企业有 Anthropic 承诺额度",[68,1299,1300],{},"✅ 能力 git 版本化 + PR review",[68,1302,1303],{},"❌ 纯非 Claude 栈 + 不学 SKILL.md",[68,1305,1306],{},"❌ C 端 monetize（GPT Store）",[68,1308,1309],{},"❌ 100% 闭源 + 完全自托管",[68,1311,1312],{},"❌ 不写 Markdown 的非技术用户",[21,1314,544],{"id":544},[65,1316,1317,1321,1326],{},[68,1318,1319],{},[550,1320,559],{"href":558},[68,1322,1323],{},[550,1324,1325],{"href":653},"GPT Store 评测",[68,1327,1328],{},[550,1329,1331],{"href":1330},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop","Claude Desktop 评测",[21,1333,574],{"id":574},[576,1335,1336,1343,1350,1357,1364,1371],{},[68,1337,1338,1339],{},"Claude Skills 官方文档 ",[550,1340,1341],{"href":1341,"rel":1342},"https:\u002F\u002Fdocs.anthropic.com\u002Fen\u002Fdocs\u002Fagents\u002Fskills",[585],[68,1344,1345,1346],{},"TNW — Anthropic launches marketplace 2026-03-07（零佣金、Snowflake\u002FHarvey\u002FReplit） ",[550,1347,1348],{"href":1348,"rel":1349},"https:\u002F\u002Fthenextweb.com\u002Fnews\u002Fanthropic-marketplace-claude-enterprise-software",[585],[68,1351,1352,1353],{},"DigitalCommerce360 — Anthropic launches Claude B2B marketplace 2026-03-16 ",[550,1354,1355],{"href":1355,"rel":1356},"https:\u002F\u002Fwww.digitalcommerce360.com\u002F2026\u002F03\u002F16\u002Fanthropic-launches-claude-b2b-marketplace-enterprise-ai-applications",[585],[68,1358,1359,1360],{},"SaaSSentinel — Marketplace launched 2026-03-06（首批 6 partners + $14B run-rate） ",[550,1361,1362],{"href":1362,"rel":1363},"https:\u002F\u002Fsaassentinel.com\u002F2026\u002F03\u002F07\u002Fanthropic-launches-claude-marketplace-to-streamline-enterprise-ai-procurement",[585],[68,1365,1366,1367],{},"SiliconANGLE — Claude Marketplace 第三方云服务 ",[550,1368,1369],{"href":1369,"rel":1370},"https:\u002F\u002Fsiliconangle.com\u002F2026\u002F03\u002F06\u002Fanthropic-launches-claude-marketplace-third-party-cloud-services",[585],[68,1372,1373,1374],{},"skills-hub.ai — Cursor rules vs Skills 对比 + SKILL.md 跨工具 + 4400+ 库 ",[550,1375,1376],{"href":1376,"rel":1377},"https:\u002F\u002Fskills-hub.ai\u002Fcursor-rules",[585],[1379,1380,1381],"style",{},"html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":262,"searchDepth":615,"depth":615,"links":1383},[1384,1385,1386,1387,1388,1389,1390,1391,1392,1393],{"id":23,"depth":618,"text":24},{"id":63,"depth":618,"text":63},{"id":143,"depth":618,"text":143},{"id":863,"depth":618,"text":864},{"id":927,"depth":618,"text":928},{"id":265,"depth":618,"text":265},{"id":447,"depth":618,"text":447},{"id":511,"depth":618,"text":512},{"id":544,"depth":618,"text":544},{"id":574,"depth":618,"text":574},"\u002Fimg\u002Ftools\u002Fclaude-skills.webp","Claude Skills 真实评测：Anthropic Agent 能力系统——一个 SKILL.md 文件定义一组能力，Claude 看到任务自动按需加载，不污染 context。2026-03-06 Anthropic 进一步推出 Claude Marketplace（B2B 企业版『App Store』），首批伙伴含 Snowflake \u002F GitLab \u002F Harvey AI \u002F Replit \u002F Rogo \u002F Lovable，企业可用已有 Anthropic 承诺额度直接采购，零佣金。Skills 协议开放（SKILL.md 标准也跑在 Cursor \u002F Codex \u002F Windsurf \u002F Copilot 等 MCP 兼容工具上）。",[1397,1400,1403,1406],{"q":1398,"a":1399},"Claude Skills 解决什么问题？","传统 Agent 能力 = Python function + tool registration（LangChain \u002F AutoGPT），门槛高、不可移植、改一处要重启代码。Claude Skills 把『能力』降维到 Markdown：一个目录 = 一个 Skill，`SKILL.md` 描述触发条件 + 步骤 + 模板 + 脚本，Claude 看到匹配任务自动加载，不污染 context（按需注入而非一次性塞满）。意义：(1) 非程序员也能写能力；(2) 能力可 git diff \u002F code review；(3) 跨项目复用；(4) 社区可共享。已演化成开放 Agent Skills 标准，Cursor \u002F Codex CLI \u002F Windsurf \u002F Copilot \u002F MCP 兼容工具也能消费。",{"q":1401,"a":1402},"Claude Marketplace 是什么？跟 Skills 什么关系？","Claude Marketplace 是 Anthropic 2026-03-06 上线的 B2B 企业市场，首批伙伴 Snowflake \u002F GitLab \u002F Harvey AI \u002F Replit \u002F Rogo \u002F Lovable Labs。企业可用已有 Anthropic 年度承诺额度（六七位数）直接采购『Claude-powered 软件』，Anthropic **零佣金**（与 AWS \u002F Azure marketplace 30% 抽成形成对比）。它解决的不是消费者『装 GPT』，而是企业采购：把 Claude 订阅 + 第三方 AI 软件合并到一个采购流，省 procurement 周期。Skills 是底层能力协议，Marketplace 是上层企业分发渠道。两者构成 Anthropic 的 B2B 生态护城河。",{"q":1404,"a":1405},"Skills 和 MCP 是什么关系？","MCP 是『外部工具接入协议』（让模型调 API \u002F DB），Skills 是『能力描述协议』（教模型怎么做某类任务）。两者互补：MCP 提供原料（数据 \u002F 操作），Skills 提供菜谱（步骤 \u002F 模板 \u002F 经验）。一个 deploy-to-vercel Skill 可能依赖 filesystem MCP server（读 vercel.json）+ shell MCP server（跑 vercel CLI）。生产 Agent 一般同时用 Skills（顶层能力）+ MCP（底层工具）。",{"q":1407,"a":1408},"和 Cursor Rules \u002F GPT Store Custom GPT 怎么选？","Cursor Rules = 全局 prompt 注入（每次对话都带，污染 context），Skills = 按需加载（更高效），GPT Store = ChatGPT 内的 Custom GPT（图形界面 + Actions）。决策：(1) Cursor 用户 + 项目级规范 → .cursorrules；(2) 跨工具 + Markdown 写法 + 按需加载 → SKILL.md；(3) 非技术用户 + 想 monetize → GPT Store。SKILL.md 标准化路线最长远（跨 Cursor \u002F Codex \u002F Windsurf \u002F Copilot \u002F MCP）。",[649],{},[656,1412,1413,1414],"windows","macos","linux",[1416,1418,1420,1423,1425],{"plan":831,"price":661,"features":1417,"notes":663},"基础 Claude + 公共 Skills",{"plan":837,"price":665,"features":1419,"notes":667},"全模型 + 个人 Skills 库 + Projects",{"plan":843,"price":669,"features":1421,"notes":1422},"团队共享 Skills + 协作 + 集中计费","5-200 人团队",{"plan":849,"price":673,"features":1424,"notes":675},"SSO + audit + 私有 Skills + 高 context",{"plan":290,"price":1426,"features":1427,"notes":1428},"承诺额度抵扣","企业从 Snowflake \u002F GitLab \u002F Harvey \u002F Replit 等买 Claude-powered 软件","Anthropic 零佣金","随 Claude 订阅 \u002F API 计费；Claude Marketplace 企业承诺额度抵扣",[1431],"onboarding\u002Fagent-skill-distribution",[1433],"claude-skills-practice",{"power":681,"ux":629,"price":629,"cn_support":615,"stability":629},{"title":710,"description":1395},"Claude Skills 评测 2026：Anthropic Agent 能力系统 + Marketplace",[1438,1440,1442,1444,1446,1448],{"name":1439,"url":1341,"accessed":688},"Claude Skills 官方文档",{"name":1441,"url":1348,"accessed":688},"TNW — Anthropic launches Marketplace 2026-03-07",{"name":1443,"url":1355,"accessed":688},"DigitalCommerce360 — Claude B2B marketplace",{"name":1445,"url":1362,"accessed":688},"SaaSSentinel — Anthropic Marketplace launched 2026-03-06",{"name":1447,"url":1369,"accessed":688},"SiliconANGLE — Claude Marketplace 第三方云服务",{"name":1449,"url":1376,"accessed":688},"skills-hub.ai — Cursor rules vs skills 对比 + SKILL.md 跨工具","tools\u002Fagent\u002Fskills\u002Fclaude-skills","Anthropic Agent 能力系统 + Claude Marketplace（2026-03 上线）：SKILL.md 即能力，企业级集中分发",[628,1453,1454,1455,701,1456],"agent-capability","anthropic","claude","mcp","Claude Skills 是 Agent 能力的『函数定义 + 按需加载』。SKILL.md 协议 + 2026-03 上线的 Claude Marketplace 让 Anthropic 在 Agent 能力分发上从 Claude only 走向跨工具开放标准。Claude 生态必试；非 Claude 用户也可借鉴 SKILL.md 写法。","-DCmrvwF6pZEeJ0AODYuOeMiBMhIXLA8yphx2ypcCns",{"id":1460,"title":1461,"alternatives":1462,"api_compatible":16,"body":1464,"category":628,"chinese_friendly":615,"cover":2179,"description":2180,"domestic":632,"extension":633,"faq":2181,"free":652,"github":2135,"languages":2194,"lastVerified":650,"meta":2195,"models":16,"navigation":652,"notSuitable":16,"opensource":652,"path":558,"pillar":654,"platforms":2196,"priceTable":2197,"pricing":2207,"published":677,"relatedPlaybooks":2208,"relatedReviews":16,"score":2210,"self_host":632,"seo":2211,"seoTitle":2212,"slug":13,"sources":2213,"stem":2226,"suitable":16,"tagline":2227,"tags":2228,"updated":688,"verdict":2232,"website":2128,"__hash__":2233},"tools\u002Ftools\u002Fagent\u002Fskills\u002Fcursor-rules-hub.md","Cursor Rules Hub",[12,684,1463],"coding\u002Fide\u002Fcursor",{"type":18,"value":1465,"toc":2167},[1466,1468,1503,1506,1508,1588,1590,1604,1608,1612,1642,1646,1686,1690,1695,1701,1706,1786,1791,1848,1850,1988,1990,2070,2072,2101,2103,2119,2121,2164],[21,1467,24],{"id":23},[26,1469,1470,1471,1474,1475,1478,1479,1482,1483,1486,1487,1490,1491,1494,1495,1498,1499,1502],{},"Cursor Rules Hub 是聚合社区驱动的 .cursorrules \u002F .mdc 共享平台总称，三个最常用入口：(1) ",[30,1472,1473],{},"cursor.directory","（官方风格目录，浏览 + 复制）；(2) ",[30,1476,1477],{},"awesome-cursorrules","（PatrickJS 维护的 GitHub 大目录，PR 投稿）；(3) ",[30,1480,1481],{},"skills-hub.ai","（4400+ rules+skills + ",[260,1484,1485],{},"npx @skills-hub-ai\u002Fcli install"," 一键装 + ",[260,1488,1489],{},".skills.json"," lockfile + 安全扫描 + 兼容 SKILL.md 跨工具）。2026 重大变化：Cursor 官方推荐 ",[260,1492,1493],{},".cursor\u002Frules\u002F*.mdc","（多文件 + globs scope + 四种激活模式）取代 legacy ",[260,1496,1497],{},".cursorrules","；同时要警惕 Cursor 3.1.x ",[260,1500,1501],{},"alwaysApply: true"," 偶发不生效 bug。",[26,1504,1505],{},"适合：Cursor \u002F Windsurf 用户；想让 AI 遵守项目栈规范的；monorepo \u002F 多栈项目（需要 path-scoped rules）；想学别人怎么写 rules 的；团队复用规范的。不适合：纯非 Cursor 栈（用 SKILL.md \u002F Claude Skills）；500 字以内的极简项目（手写即可）；完全保密 + 闭源 + 自定 rules 引擎的（不需要市场）。",[21,1507,63],{"id":63},[65,1509,1510,1515,1520,1528,1534,1540,1546,1552,1561,1567,1572,1582],{},[68,1511,1512,1514],{},[30,1513,1473],{},"：官方风格浏览 + 复制 + 框架\u002F语言\u002F角色分类",[68,1516,1517,1519],{},[30,1518,1477],{},"：GitHub 大目录 + 24K+ star + PR 投稿",[68,1521,1522,759,1525],{},[30,1523,1524],{},"skills-hub.ai CLI",[260,1526,1527],{},"npx @skills-hub-ai\u002Fcli install \u003Cslug> --target cursor",[68,1529,1530,1533],{},[30,1531,1532],{},"lockfile（.skills.json）","：团队复现同版本 rules",[68,1535,1536,1539],{},[30,1537,1538],{},"安全扫描","：自动检测 rules 中的危险指令",[68,1541,1542,1545],{},[30,1543,1544],{},"SKILL.md 跨工具","：同一 skill 跑 Cursor \u002F Codex CLI \u002F Windsurf \u002F Copilot \u002F MCP",[68,1547,1548,1551],{},[30,1549,1550],{},"格式自动适配","：CLI 按项目结构选 .cursorrules 或 .mdc",[68,1553,1554,759,1557,1560],{},[30,1555,1556],{},"bundle",[260,1558,1559],{},"full-stack-dev-kit"," 等组合包一键装多 rule",[68,1562,1563,1566],{},[30,1564,1565],{},"4400+ rules + 90+ 来源","（Anthropic \u002F Microsoft \u002F Google \u002F Vercel \u002F Stripe \u002F Cloudflare \u002F Trail of Bits \u002F Prisma \u002F Supabase）",[68,1568,1569],{},[30,1570,1571],{},"质量分 + 安全分 + 上游 GitHub 链接",[68,1573,1574,1577,1578,1581],{},[30,1575,1576],{},"路径 scope","：.mdc 用 globs 字段限定 ",[260,1579,1580],{},"apps\u002Fweb\u002F**"," 等",[68,1583,1584,1587],{},[30,1585,1586],{},"四种激活模式","：Always \u002F Auto Attached \u002F Agent Requested \u002F Manual",[21,1589,143],{"id":143},[65,1591,1592,1601],{},[68,1593,1594,763,1596,763,1598,1600],{},[30,1595,1473],{},[30,1597,1477],{},[30,1599,1481],{}," 全部 $0",[68,1602,1603],{},"skills-hub.ai 后续可能推付费企业 feature（私有 registry \u002F SSO），当前免费",[21,1605,1607],{"id":1606},"实测nuxt-4-typescript-项目","实测（Nuxt 4 + TypeScript 项目）",[26,1609,1610],{},[30,1611,184],{},[65,1613,1614,1617,1620,1623,1630,1633,1636,1639],{},[68,1615,1616],{},"skills-hub.ai CLI 一行装 5 个 rule（nuxt4 \u002F typescript-strict \u002F unocss \u002F pnpm-workspace \u002F code-review）\u003C 2 分钟",[68,1618,1619],{},"lockfile 让团队复现同样 rules，新人开箱即用",[68,1621,1622],{},".mdc + globs 让 monorepo apps\u002Fweb 和 packages\u002Fapi 用不同规则",[68,1624,1625,1626,1629],{},"安全扫描发现一个 rule 里有 ",[260,1627,1628],{},"rm -rf"," 指令，及时拦截",[68,1631,1632],{},"SKILL.md 格式让同一规范跨 Cursor + Codex CLI 复用",[68,1634,1635],{},"4400+ rules 长尾需求基本能找到（Elixir \u002F Phoenix \u002F OCaml 都有）",[68,1637,1638],{},"90+ 来源含 Anthropic \u002F Vercel \u002F Stripe 等权威组织 = 信任度高",[68,1640,1641],{},"PR 流程让自家规范也能贡献回社区",[26,1643,1644],{},[30,1645,215],{},[65,1647,1648,1654,1657,1660,1670,1673,1676,1679],{},[68,1649,1650,1651,1653],{},"Cursor 3.1.x ",[260,1652,1501],{}," 偶发降级，要 forum 跟踪 + 双重保险",[68,1655,1656],{},"部分社区 rule 已过时（react 旧 hook 写法）",[68,1658,1659],{},"长 rule 每次对话消耗 token，建议 \u003C 500 字 \u002F 拆 skill",[68,1661,1662,1663,1665,1666,1669],{},"legacy ",[260,1664,1497],{}," 与 ",[260,1667,1668],{},".mdc"," 并存时优先级不清",[68,1671,1672],{},"中文 rule 数量少，主要英文",[68,1674,1675],{},"skills-hub.ai 是新项目，长期维护待观察",[68,1677,1678],{},"bundle 安装会装一堆可能用不到的 rule，要 review",[68,1680,1681,1682,1685],{},"Windsurf 有 ",[260,1683,1684],{},".windsurfrules","，rule 格式略不同要兼容",[21,1687,1689],{"id":1688},"上手3-种方式","上手（3 种方式）",[26,1691,1692],{},[30,1693,1694],{},"方式 1：cursor.directory 复制粘贴",[253,1696,1699],{"className":1697,"code":1698,"language":258},[256],"1. 访问 cursor.directory 搜技术栈\n2. 复制 .cursorrules 内容\n3. 粘贴到项目根 `.cursorrules`\n4. 重启 Cursor\n",[260,1700,1698],{"__ignoreMap":262},[26,1702,1703],{},[30,1704,1705],{},"方式 2：skills-hub.ai CLI（推荐）",[253,1707,1711],{"className":1708,"code":1709,"language":1710,"meta":262,"style":262},"language-bash shiki shiki-themes github-light github-dark","# 装一个 rule\nnpx @skills-hub-ai\u002Fcli install code-review --target cursor\n\n# 装一个 bundle\nnpx @skills-hub-ai\u002Fcli install full-stack-dev-kit --target cursor\n\n# 团队复现\nnpx @skills-hub-ai\u002Fcli install   # 读 .skills.json lockfile\n","bash",[260,1712,1713,1719,1742,1746,1751,1766,1770,1775],{"__ignoreMap":262},[948,1714,1715],{"class":950,"line":951},[948,1716,1718],{"class":1717},"sJ8bj","# 装一个 rule\n",[948,1720,1721,1725,1729,1732,1735,1739],{"class":950,"line":618},[948,1722,1724],{"class":1723},"sScJk","npx",[948,1726,1728],{"class":1727},"sZZnC"," @skills-hub-ai\u002Fcli",[948,1730,1731],{"class":1727}," install",[948,1733,1734],{"class":1727}," code-review",[948,1736,1738],{"class":1737},"sj4cs"," --target",[948,1740,1741],{"class":1727}," cursor\n",[948,1743,1744],{"class":950,"line":615},[948,1745,979],{"emptyLinePlaceholder":652},[948,1747,1748],{"class":950,"line":629},[948,1749,1750],{"class":1717},"# 装一个 bundle\n",[948,1752,1753,1755,1757,1759,1762,1764],{"class":950,"line":681},[948,1754,1724],{"class":1723},[948,1756,1728],{"class":1727},[948,1758,1731],{"class":1727},[948,1760,1761],{"class":1727}," full-stack-dev-kit",[948,1763,1738],{"class":1737},[948,1765,1741],{"class":1727},[948,1767,1768],{"class":950,"line":976},[948,1769,979],{"emptyLinePlaceholder":652},[948,1771,1772],{"class":950,"line":982},[948,1773,1774],{"class":1717},"# 团队复现\n",[948,1776,1777,1779,1781,1783],{"class":950,"line":988},[948,1778,1724],{"class":1723},[948,1780,1728],{"class":1727},[948,1782,1731],{"class":1727},[948,1784,1785],{"class":1717},"   # 读 .skills.json lockfile\n",[26,1787,1788],{},[30,1789,1790],{},"方式 3：手写 .mdc + globs",[253,1792,1794],{"className":942,"code":1793,"language":944,"meta":262,"style":262},"---\ndescription: Nuxt 4 + UnoCSS 项目规范\nglobs:\n  - apps\u002Fweb\u002F**\n  - components\u002F**\nalwaysApply: true\n---\n\n使用 Composition API + setup script。\n禁止 axios，用 $fetch \u002F useFetch。\n组件命名 PascalCase，文件名 kebab-case。\n",[260,1795,1796,1800,1805,1810,1815,1820,1825,1829,1833,1838,1843],{"__ignoreMap":262},[948,1797,1798],{"class":950,"line":951},[948,1799,954],{},[948,1801,1802],{"class":950,"line":618},[948,1803,1804],{},"description: Nuxt 4 + UnoCSS 项目规范\n",[948,1806,1807],{"class":950,"line":615},[948,1808,1809],{},"globs:\n",[948,1811,1812],{"class":950,"line":629},[948,1813,1814],{},"  - apps\u002Fweb\u002F**\n",[948,1816,1817],{"class":950,"line":681},[948,1818,1819],{},"  - components\u002F**\n",[948,1821,1822],{"class":950,"line":976},[948,1823,1824],{},"alwaysApply: true\n",[948,1826,1827],{"class":950,"line":982},[948,1828,954],{},[948,1830,1831],{"class":950,"line":988},[948,1832,979],{"emptyLinePlaceholder":652},[948,1834,1835],{"class":950,"line":994},[948,1836,1837],{},"使用 Composition API + setup script。\n",[948,1839,1840],{"class":950,"line":999},[948,1841,1842],{},"禁止 axios，用 $fetch \u002F useFetch。\n",[948,1844,1845],{"class":950,"line":1005},[948,1846,1847],{},"组件命名 PascalCase，文件名 kebab-case。\n",[21,1849,265],{"id":265},[267,1851,1852,1866],{},[270,1853,1854],{},[273,1855,1856,1858,1860,1862,1864],{},[276,1857,278],{},[276,1859,1473],{},[276,1861,1477],{},[276,1863,1481],{},[276,1865,710],{},[292,1867,1868,1885,1901,1914,1926,1942,1958,1971],{},[273,1869,1870,1873,1876,1879,1882],{},[297,1871,1872],{},"收录",[297,1874,1875],{},"数百",[297,1877,1878],{},"数百 + GitHub PR",[297,1880,1881],{},"4400+ + 90 来源",[297,1883,1884],{},"Anthropic + 社区",[273,1886,1887,1890,1893,1895,1898],{},[297,1888,1889],{},"CLI 一键装",[297,1891,1892],{},"❌ 复制粘贴",[297,1894,1892],{},[297,1896,1897],{},"✅ + lockfile",[297,1899,1900],{},"claude code 内置",[273,1902,1903,1905,1907,1909,1911],{},[297,1904,1538],{},[297,1906,388],{},[297,1908,388],{},[297,1910,372],{},[297,1912,1913],{},"部分",[273,1915,1916,1918,1920,1922,1924],{},[297,1917,1108],{},[297,1919,1114],{},[297,1921,1114],{},[297,1923,1111],{},[297,1925,372],{},[273,1927,1928,1931,1934,1936,1939],{},[297,1929,1930],{},"团队复现",[297,1932,1933],{},"手动",[297,1935,1933],{},[297,1937,1938],{},"✅ lockfile",[297,1940,1941],{},"git",[273,1943,1944,1947,1949,1952,1955],{},[297,1945,1946],{},"质量分",[297,1948,388],{},[297,1950,1951],{},"star 数",[297,1953,1954],{},"✅ + 上游链接",[297,1956,1957],{},"reviews",[273,1959,1960,1962,1964,1966,1968],{},[297,1961,143],{},[297,1963,438],{},[297,1965,438],{},[297,1967,438],{},[297,1969,1970],{},"Claude 订阅",[273,1972,1973,1976,1979,1982,1985],{},[297,1974,1975],{},"推荐场景",[297,1977,1978],{},"quick start",[297,1980,1981],{},"学写法",[297,1983,1984],{},"团队 \u002F 生产",[297,1986,1987],{},"跨工具能力",[21,1989,447],{"id":447},[65,1991,1992,1998,2008,2014,2020,2032,2040,2046,2058,2064],{},[68,1993,1994,1997],{},[30,1995,1996],{},"新项目用 .mdc","：legacy .cursorrules 仅向后兼容",[68,1999,2000,2005,2006],{},[30,2001,2002,2004],{},[260,2003,1501],{}," 双重保险","：Cursor 3.1.x bug 期间也复制到 ",[260,2007,1497],{},[68,2009,2010,2013],{},[30,2011,2012],{},"rule 长度控制","：单 rule \u003C 500 字，超出拆 skill",[68,2015,2016,2019],{},[30,2017,2018],{},"scope 用 globs","：monorepo 必须 path scope，避免规则相互污染",[68,2021,2022,2024,2025,763,2028,2031],{},[30,2023,1538],{},"：装 rule 前 review，警惕 ",[260,2026,2027],{},"rm",[260,2029,2030],{},"curl | sh"," 等危险指令",[68,2033,2034,759,2037,2039],{},[30,2035,2036],{},"lockfile 进版本控制",[260,2038,1489],{}," 提交 git，团队复现",[68,2041,2042,2045],{},[30,2043,2044],{},"过时 rule","：定期 review，框架版本升级要同步",[68,2047,2048,2051,2052,2054,2055,2057],{},[30,2049,2050],{},"Windsurf 兼容","：双格式（",[260,2053,1497],{}," + ",[260,2056,1684],{},"）or 用 skills-hub 自动适配",[68,2059,2060,2063],{},[30,2061,2062],{},"中文 rule 短缺","：自己写常用栈 + 提交 PR 回社区",[68,2065,2066,2069],{},[30,2067,2068],{},"bundle 慎用","：bundle 装多 rule，review 后裁剪",[21,2071,512],{"id":511},[65,2073,2074,2077,2080,2083,2086,2089,2092,2095,2098],{},[68,2075,2076],{},"✅ Cursor \u002F Windsurf 用户",[68,2078,2079],{},"✅ 想让 AI 遵守项目规范",[68,2081,2082],{},"✅ monorepo \u002F 多栈项目",[68,2084,2085],{},"✅ 团队复现 + 安全扫描",[68,2087,2088],{},"✅ 想学别人写 rules",[68,2090,2091],{},"❌ 纯非 Cursor 栈（用 SKILL.md）",[68,2093,2094],{},"❌ 极简单文件项目（手写即可）",[68,2096,2097],{},"❌ 完全保密 + 自定 rules 引擎",[68,2099,2100],{},"❌ 不愿引入 npm CLI 的零 Node 项目",[21,2102,544],{"id":544},[65,2104,2105,2109,2113],{},[68,2106,2107],{},[550,2108,553],{"href":552},[68,2110,2111],{},[550,2112,1325],{"href":653},[68,2114,2115],{},[550,2116,2118],{"href":2117},"\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","Cursor 评测",[21,2120,574],{"id":574},[576,2122,2123,2130,2137,2144,2150,2157],{},[68,2124,2125,2126],{},"cursor.directory 官方风格目录 ",[550,2127,2128],{"href":2128,"rel":2129},"https:\u002F\u002Fcursor.directory\u002F",[585],[68,2131,2132,2133],{},"awesome-cursorrules GitHub ",[550,2134,2135],{"href":2135,"rel":2136},"https:\u002F\u002Fgithub.com\u002FPatrickJS\u002Fawesome-cursorrules",[585],[68,2138,2139,2140],{},"Cursor 官方文档 — Rules（.mdc 格式 + 四种激活模式） ",[550,2141,2142],{"href":2142,"rel":2143},"https:\u002F\u002Fdocs.cursor.com\u002Fen\u002Fcontext\u002Frules",[585],[68,2145,2146,2147],{},"skills-hub.ai — 4400+ rules + CLI + lockfile + SKILL.md 跨工具 ",[550,2148,1376],{"href":1376,"rel":2149},[585],[68,2151,2152,2153],{},"Cursor Forum — Cursor 3.1.x alwaysApply: true 不生效 bug 2026-04 ",[550,2154,2155],{"href":2155,"rel":2156},"https:\u002F\u002Fforum.cursor.com\u002Ft\u002Fcursor-rules-not-getting-applied\u002F158740",[585],[68,2158,2159,2160],{},"DCMvn — Configuring Rules & Docs（含 Rule 类型详解表） ",[550,2161,2162],{"href":2162,"rel":2163},"https:\u002F\u002Fdiggtvu.github.io\u002FpyDCMvnDocs\u002Fdocs\u002Ffeatures\u002Fconfiguring-rules-docs",[585],[1379,2165,2166],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":262,"searchDepth":615,"depth":615,"links":2168},[2169,2170,2171,2172,2173,2174,2175,2176,2177,2178],{"id":23,"depth":618,"text":24},{"id":63,"depth":618,"text":63},{"id":143,"depth":618,"text":143},{"id":1606,"depth":618,"text":1607},{"id":1688,"depth":618,"text":1689},{"id":265,"depth":618,"text":265},{"id":447,"depth":618,"text":447},{"id":511,"depth":618,"text":512},{"id":544,"depth":618,"text":544},{"id":574,"depth":618,"text":574},"\u002Fimg\u002Ftools\u002Fcursor-rules-hub.webp","Cursor Rules Hub 真实评测：聚合社区驱动的 .cursorrules \u002F .mdc 共享平台（cursor.directory + awesome-cursorrules + skills-hub.ai），4400+ rules 覆盖 Vue\u002FReact\u002FNuxt\u002FNext\u002FSvelte\u002FPython\u002FGo\u002FRust 等主流栈。2026 重大变化：(1) Cursor 官方推荐 `.cursor\u002Frules\u002F*.mdc`（多文件 + globs scope）取代 legacy `.cursorrules`；(2) skills-hub.ai 提供 `npx @skills-hub-ai\u002Fcli install` 一键安装 + lockfile 锁版本 + 安全扫描 + 兼容 SKILL.md 跨工具；(3) Cursor 3.x 偶发 alwaysApply: true 不生效 bug 需注意。",[2182,2185,2188,2191],{"q":2183,"a":2184},"Cursor Rules Hub 是什么？为什么存在？","Cursor 的 Agent 默认不知道你的项目用什么栈 \u002F 规范。`.cursorrules`（或新格式 `.cursor\u002Frules\u002F*.mdc`）就是项目级 system prompt——告诉 Cursor『这是一个 Nuxt 4 项目，用 Composition API + UnoCSS + pnpm workspaces，禁止用 axios……』。但写好 rules 需要经验，所以社区把优秀模板聚合：cursor.directory（首推官方风格目录）、awesome-cursorrules（PatrickJS 维护的 GitHub 大目录）、skills-hub.ai（4400+ rules+skills + CLI + lockfile + 安全扫描）。一行 CLI 或复制粘贴就能让 Cursor 懂你的栈。",{"q":2186,"a":2187},".cursorrules vs .cursor\u002Frules\u002F*.mdc 怎么选？","Cursor 官方文档明确：legacy `.cursorrules`（项目根单文件，全局加载）仍支持但新项目应该用 `.cursor\u002Frules\u002F*.mdc`。`.mdc` 多文件 + YAML frontmatter + `globs` 字段可以 scope 到特定路径（如 `apps\u002Fweb\u002F**` 用一套规则，`packages\u002Fapi\u002F**` 用另一套），还支持 Always \u002F Auto Attached \u002F Agent Requested \u002F Manual 四种激活模式。monorepo \u002F 多栈项目必上 .mdc；纯单一项目可以继续用 .cursorrules。skills-hub.ai CLI 会自动选合适格式写入。",{"q":2189,"a":2190},"Cursor 3.x 的 alwaysApply: true 不生效是 bug 吗？","是。2026-04 Cursor 社区 forum 多个用户报告：升到 Cursor 3.1.x 后 .mdc 的 `alwaysApply: true` rules 被静默降级为 'requestable'（只在 model 觉得需要时加载），导致项目规范没被遵守。Cursor 官方已确认是 regression。临时解法：(a) 在每次对话开头明确 @rule 名引用；(b) 把核心规范也复制到 `.cursorrules`（双重保险）；(c) 关注 forum.cursor.com 跟踪修复版本；(d) 升 Cursor 时先在小项目验证。",{"q":2192,"a":2193},"Cursor Rules vs Claude Skills 怎么选？","Cursor Rules（.cursorrules \u002F .mdc）= **全局或路径级 prompt 注入**（每次对话都带，污染 context 但保证遵守），Claude Skills（SKILL.md）= **按需加载**（Claude 判断要不要加载，省 context 但有黑盒性）。决策：(1) Cursor 专属用户 + 项目级规范不变 → .mdc；(2) 跨工具（Cursor + Codex + Claude Code）+ 按需加载 → SKILL.md；(3) skills-hub.ai 同时支持两种格式 + 提供 SKILL.md → .cursorrules 转换，跨工具迁移最省事。大部分团队两者都用：rules 装项目约束，skills 装重复 workflow。",[649,648],{},[656,1412,1413,1414],[2198,2201,2204],{"plan":1473,"price":661,"features":2199,"notes":2200},"浏览 + 复制 .cursorrules 模板","经典入口",{"plan":1477,"price":661,"features":2202,"notes":2203},"GitHub 大目录 + PR 投稿","社区起源",{"plan":1481,"price":661,"features":2205,"notes":2206},"4400+ rules+skills + CLI 一键装 + lockfile + 安全扫描 + SKILL.md 跨工具","2026 推荐","免费",[2209],"onboarding\u002Fcursor-rules-mdc-selection",{"power":615,"ux":629,"price":681,"cn_support":615,"stability":615},{"title":1461,"description":2180},"Cursor Rules Hub - Cursor 规则市场评测 | AIHO",[2214,2216,2218,2220,2222,2224],{"name":2215,"url":2128,"accessed":688},"cursor.directory（官方风格目录）",{"name":2217,"url":2135,"accessed":688},"awesome-cursorrules GitHub",{"name":2219,"url":2142,"accessed":688},"Cursor 官方文档 — Rules",{"name":2221,"url":1376,"accessed":688},"skills-hub.ai — 4400+ rules + CLI + lockfile",{"name":2223,"url":2155,"accessed":688},"Cursor Forum — alwaysApply bug 2026-04",{"name":2225,"url":2162,"accessed":688},"DCMvn — Configuring Rules & Docs（含 Rule 类型表）","tools\u002Fagent\u002Fskills\u002Fcursor-rules-hub","Cursor 社区 Rules 市场——cursor.directory + awesome-cursorrules + skills-hub.ai 4400+ 模板，一行 CLI 装到 .cursor\u002Frules\u002F",[2229,628,2230,701,2231],"cursor-rules","community","mdc","Cursor 用户的『rules \u002F skills 配置市场』。2026 用 `.cursor\u002Frules\u002F*.mdc` + skills-hub.ai CLI + lockfile 是新最佳实践；legacy `.cursorrules` 仍支持但不推荐新项目用。社区驱动、质量参差但免费，生产用要审。","EH-AZdfw5CUSPIkbzOWCjGHv75vb4DZ2KZWpk7dv8M8",{"id":2235,"title":284,"alternatives":2236,"api_compatible":2239,"body":2246,"category":3076,"chinese_friendly":681,"cover":3077,"description":3078,"domestic":652,"extension":633,"faq":16,"free":652,"github":16,"languages":3079,"lastVerified":650,"meta":3080,"models":3081,"navigation":652,"notSuitable":3087,"opensource":632,"path":564,"pillar":654,"platforms":3091,"priceTable":3092,"pricing":3113,"published":3114,"relatedPlaybooks":16,"relatedReviews":3115,"score":3120,"self_host":632,"seo":3121,"seoTitle":3122,"slug":14,"sources":3123,"stem":3134,"suitable":3135,"tagline":3141,"tags":3142,"updated":688,"verdict":3149,"website":2268,"__hash__":3150},"tools\u002Ftools\u002Fagent\u002Fplatform\u002Fcoze.md",[15,2237,2238],"agent\u002Fplatform\u002Ffastgpt","agent\u002Fplatform\u002Fyuanqi",[2240,2241,2242,2243,2244,2245],"OpenAI","Anthropic","百度文心","阿里通义","Moonshot Kimi","字节豆包",{"type":18,"value":2247,"toc":3060},[2248,2250,2291,2296,2299,2304,2307,2321,2330,2380,2389,2393,2396,2428,2436,2440,2443,2463,2467,2547,2557,2560,2563,2583,2592,2596,2632,2635,2638,2780,2796,2827,2830,2901,2903,2906,2923,2926,2956,2958,3023,3025,3052],[21,2249,24],{"id":23},[2251,2252,2257,2278],"div",{"className":2253},[2254,2255,2256],"card","p-5","my-4",[26,2258,2259,2262,2263,2277],{},[30,2260,2261],{},"一句话："," 字节跳动出品的低代码 Agent 平台，",[30,2264,2265,2266,2271,2272],{},"国内版 ",[550,2267,2270],{"href":2268,"rel":2269},"https:\u002F\u002Fwww.coze.cn",[585],"coze.cn","（中文叫\"扣子\"）+ 国际版 ",[550,2273,2276],{"href":2274,"rel":2275},"https:\u002F\u002Fwww.coze.com",[585],"coze.com"," 双轨运营。国内版深度集成飞书 \u002F 抖音生态、原生接入豆包；国际版集成 OpenAI \u002F Claude \u002F Gemini。",[26,2279,2280,2281,2284,2285,2290],{},"最大价值是 ",[30,2282,2283],{},"零代码、最快上手","——文档详细 + 中文社区活跃 + 模板多，根据 ",[550,2286,2289],{"href":2287,"rel":2288},"https:\u002F\u002Fwww.cnblogs.com\u002Fuulucias\u002Fp\u002F19449008",[585],"博客园 2026-01 选型指南"," 引用的真实案例，\"某电商公司用 Coze 搭建客服机器人，3 天上线，月成本 \u003C 1000 元\"。",[171,2292,2293],{},[26,2294,2295],{},"来源说明：本文基于 coze.cn \u002F coze.com 官方页面、docs.coze.com 文档、第三方选型评测（cnblogs \u002F besthub \u002F aibotgo）综合整理。字节产品迭代很快，价格 \u002F 功能请以最新官方页面为准。",[21,2297,2298],{"id":2298},"核心特性",[2300,2301,2303],"h3",{"id":2302},"可视化工作流最大卖点","可视化工作流（最大卖点）",[26,2305,2306],{},"Coze 把 Agent 拆成两层：",[65,2308,2309,2315],{},[68,2310,2311,2314],{},[30,2312,2313],{},"Bot \u002F 智能体","：对话式 AI，配置 prompt + 知识库 + 插件",[68,2316,2317,2320],{},[30,2318,2319],{},"工作流（Workflow）","：DAG 节点编排，可被 Bot 调用，也可独立部署",[26,2322,2323,2324,2329],{},"工作流节点类型（基于 ",[550,2325,2328],{"href":2326,"rel":2327},"https:\u002F\u002Fdeveloper.volcengine.com\u002Farticles\u002F7530117616687480851",[585],"火山引擎社区 2025 实战","）：",[65,2331,2332,2338,2344,2350,2356,2362,2368,2374],{},[68,2333,2334,2337],{},[30,2335,2336],{},"开始 \u002F 结束节点","：输入输出",[68,2339,2340,2343],{},[30,2341,2342],{},"大模型节点","：调豆包 \u002F GPT \u002F Claude 任一模型",[68,2345,2346,2349],{},[30,2347,2348],{},"代码节点","：内嵌 Python \u002F JavaScript（飞书插件常需要数据格式转换）",[68,2351,2352,2355],{},[30,2353,2354],{},"循环节点","：批量处理多条数据",[68,2357,2358,2361],{},[30,2359,2360],{},"条件节点","：分支判断",[68,2363,2364,2367],{},[30,2365,2366],{},"插件节点","：调 Coze 插件市场的工具",[68,2369,2370,2373],{},[30,2371,2372],{},"知识库节点","：RAG 检索",[68,2375,2376,2379],{},[30,2377,2378],{},"HTTP 节点","：调外部 API",[26,2381,2382,2383,2388],{},"典型用例（参考 ",[550,2384,2387],{"href":2385,"rel":2386},"https:\u002F\u002Fwww.toutiao.com\u002Farticle\u002F7469986334686315017",[585],"今日头条 涛哥讲AI 2025-02 教程","）：读飞书多维表格 → 批量调大模型转写为小红书风格 → 写回飞书。整个流程零代码完成。",[2300,2390,2392],{"id":2391},"插件市场200-官方-海量第三方","插件市场（200+ 官方 + 海量第三方）",[26,2394,2395],{},"Coze 的\"插件\"是封装好的 API 工具，比如：",[65,2397,2398,2404,2410,2416,2422],{},[68,2399,2400,2403],{},[30,2401,2402],{},"飞书多维表格","：增删改查记录（国内 toB 场景的杀手锏）",[68,2405,2406,2409],{},[30,2407,2408],{},"图像生成","：调豆包 \u002F SD \u002F DALL-E",[68,2411,2412,2415],{},[30,2413,2414],{},"联网搜索","：实时网页检索",[68,2417,2418,2421],{},[30,2419,2420],{},"代码执行","：在线运行 Python",[68,2423,2424,2427],{},[30,2425,2426],{},"第三方 SaaS","：微博、抖音、bilibili、Notion……",[26,2429,2430,2435],{},[550,2431,2434],{"href":2432,"rel":2433},"https:\u002F\u002Fkouziai.github.io\u002F",[585],"扣子空间介绍"," 提到：\"插件数量突破 500 个\"——可信度待官方确认，但量级在百级别是确定的。",[2300,2437,2439],{"id":2438},"bot-商店-多平台一键发布","Bot 商店 + 多平台一键发布",[26,2441,2442],{},"发布渠道：",[65,2444,2445,2448,2451,2454,2457,2460],{},[68,2446,2447],{},"飞书机器人（一键绑）",[68,2449,2450],{},"抖音 \u002F 头条号",[68,2452,2453],{},"微信小程序 \u002F 公众号（部分需企业认证）",[68,2455,2456],{},"自定义网页嵌入",[68,2458,2459],{},"API 接口（提供 OpenAPI 风格 REST 调用）",[68,2461,2462],{},"Discord（国际版）",[2300,2464,2466],{"id":2465},"国内版-vs-国际版","国内版 vs 国际版",[267,2468,2469,2481],{},[270,2470,2471],{},[273,2472,2473,2475,2478],{},[276,2474,278],{},[276,2476,2477],{},"扣子（coze.cn）",[276,2479,2480],{},"Coze（coze.com）",[292,2482,2483,2494,2504,2514,2525,2536],{},[273,2484,2485,2488,2491],{},[297,2486,2487],{},"主力模型",[297,2489,2490],{},"豆包 Pro \u002F DeepSeek \u002F Qwen \u002F Kimi",[297,2492,2493],{},"OpenAI \u002F Claude \u002F Gemini \u002F Cohere",[273,2495,2496,2499,2502],{},[297,2497,2498],{},"飞书 \u002F 抖音 \u002F 微信集成",[297,2500,2501],{},"✅ 原生",[297,2503,388],{},[273,2505,2506,2509,2512],{},[297,2507,2508],{},"Discord \u002F Slack 集成",[297,2510,2511],{},"⚠️ 有限",[297,2513,2501],{},[273,2515,2516,2519,2522],{},[297,2517,2518],{},"数据存储位置",[297,2520,2521],{},"国内",[297,2523,2524],{},"海外",[273,2526,2527,2530,2533],{},[297,2528,2529],{},"支付",[297,2531,2532],{},"微信 \u002F 支付宝",[297,2534,2535],{},"海外信用卡",[273,2537,2538,2541,2544],{},[297,2539,2540],{},"内容合规",[297,2542,2543],{},"严格审核",[297,2545,2546],{},"宽松",[26,2548,2549,2552,2553,2556],{},[30,2550,2551],{},"实践建议","：国内 toC \u002F toB 用扣子，海外项目 \u002F 接 GPT 用 coze.com。两边账号 \u002F 工作流 ",[30,2554,2555],{},"不互通","。",[21,2558,2559],{"id":2559},"价格与运行成本",[26,2561,2562],{},"国内版（扣子）：",[65,2564,2565,2571,2577],{},[68,2566,2567,2570],{},[30,2568,2569],{},"免费版","：免费模型有日额度（豆包 lite 等），适合个人玩 \u002F Demo",[68,2572,2573,2576],{},[30,2574,2575],{},"专业版","：按调用计费，模型 + 高并发，单 token 价比直连 API 略贵但省事",[68,2578,2579,2582],{},[30,2580,2581],{},"企业版","：议价，含 VPC、私有化（限定场景）、SLA",[26,2584,2585,2586,2591],{},"国际版（coze.com）的定价模式据 ",[550,2587,2590],{"href":2588,"rel":2589},"https:\u002F\u002Fdocs.coze.com\u002F",[585],"官方文档"," 描述：\"按你访问和使用的功能分别计费，每个功能有自己的计费模型\"——目前没有简单的\"$X\u002F月\"档位，类似按 token \u002F 工具调用的 metered billing。",[21,2593,2595],{"id":2594},"上手-10-分钟","上手 10 分钟",[576,2597,2598,2611,2614,2617,2620,2623,2626,2629],{},[68,2599,2600,2601,2605,2606,2610],{},"打开 ",[550,2602,2604],{"href":2268,"rel":2603},[585],"www.coze.cn","（国内）或 ",[550,2607,2609],{"href":2274,"rel":2608},[585],"www.coze.com","（国际），用飞书 \u002F 抖音账号 \u002F Google 账号登录",[68,2612,2613],{},"左侧\"工作空间\" → \"+创建 Bot\"，起个名字",[68,2615,2616],{},"选模型（国内推荐豆包 Pro，国际推 Claude Sonnet 4）",[68,2618,2619],{},"写 Bot 角色 prompt",[68,2621,2622],{},"可选：上传 PDF \u002F 文档建知识库",[68,2624,2625],{},"测试一下对话效果",[68,2627,2628],{},"右上\"发布\" → 选渠道（飞书 \u002F 抖音 \u002F API \u002F Web）",[68,2630,2631],{},"拿到调用 URL \u002F 飞书机器人 webhook",[26,2633,2634],{},"进阶：在\"资源库\"创建工作流，拖节点 → 调试 → 在 Bot 里\"添加工作流\"引用。",[21,2636,2637],{"id":2637},"与同类怎么选",[267,2639,2640,2665],{},[270,2641,2642],{},[273,2643,2644,2646,2648,2653,2659],{},[276,2645,278],{},[276,2647,284],{},[276,2649,2650],{},[550,2651,287],{"href":2652},"\u002Fagent\u002Fplatform\u002Fdify.html",[276,2654,2655],{},[550,2656,2658],{"href":2657},"\u002Fagent\u002Fplatform\u002Ffastgpt.html","FastGPT",[276,2660,2661],{},[550,2662,2664],{"href":2663},"\u002Fagent\u002Fplatform\u002Fyuanqi.html","元器 yuanqi",[292,2666,2667,2680,2694,2710,2726,2739,2753,2767],{},[273,2668,2669,2672,2674,2676,2678],{},[297,2670,2671],{},"开源",[297,2673,388],{},[297,2675,372],{},[297,2677,372],{},[297,2679,388],{},[273,2681,2682,2684,2687,2689,2691],{},[297,2683,382],{},[297,2685,2686],{},"⚠️ 仅企业版",[297,2688,372],{},[297,2690,372],{},[297,2692,2693],{},"⚠️",[273,2695,2696,2699,2702,2705,2707],{},[297,2697,2698],{},"上手难度",[297,2700,2701],{},"★ 最简单",[297,2703,2704],{},"★★★",[297,2706,2704],{},[297,2708,2709],{},"★★",[273,2711,2712,2715,2718,2721,2724],{},[297,2713,2714],{},"工作流编排",[297,2716,2717],{},"★★★★☆",[297,2719,2720],{},"★★★★★",[297,2722,2723],{},"★★★☆☆",[297,2725,2723],{},[273,2727,2728,2731,2733,2735,2737],{},[297,2729,2730],{},"RAG 精度",[297,2732,2723],{},[297,2734,2717],{},[297,2736,2720],{},[297,2738,2723],{},[273,2740,2741,2744,2746,2748,2750],{},[297,2742,2743],{},"字节生态",[297,2745,2720],{},[297,2747,388],{},[297,2749,388],{},[297,2751,2752],{},"❌（腾讯系）",[273,2754,2755,2758,2761,2763,2765],{},[297,2756,2757],{},"插件市场",[297,2759,2760],{},"★★★★★ 200+",[297,2762,2723],{},[297,2764,2723],{},[297,2766,2723],{},[273,2768,2769,2772,2774,2776,2778],{},[297,2770,2771],{},"中文社区",[297,2773,2720],{},[297,2775,2717],{},[297,2777,2717],{},[297,2779,2717],{},[26,2781,2782,2785,2786,2791,2792,2329],{},[30,2783,2784],{},"怎么选","（综合 ",[550,2787,2790],{"href":2788,"rel":2789},"https:\u002F\u002Fwww.besthub.dev\u002Farticles\u002Fcoze-vs-dify-vs-fastgpt-which-ai-agent-platform-fits-your-needs-fa59cf97b798",[585],"BestHub 2025-07"," 和 ",[550,2793,2795],{"href":2287,"rel":2794},[585],"博客园 2026-01",[65,2797,2798,2804,2812,2819],{},[68,2799,2800,2803],{},[30,2801,2802],{},"快速验证 \u002F 不懂代码 \u002F 1-2 天出原型"," → Coze",[68,2805,2806,2809,2810],{},[30,2807,2808],{},"数据安全要求高 \u002F 复杂业务流程 \u002F 有技术团队"," → ",[550,2811,287],{"href":2652},[68,2813,2814,2809,2817],{},[30,2815,2816],{},"核心场景就是企业知识库 QA",[550,2818,2658],{"href":2657},[68,2820,2821,2809,2824],{},[30,2822,2823],{},"QQ \u002F 微信生态 + 腾讯系",[550,2825,2826],{"href":2663},"元器",[21,2828,2829],{"id":2829},"避坑清单",[65,2831,2832,2842,2848,2862,2872,2878,2889,2895],{},[68,2833,2834,2837,2838,2841],{},[30,2835,2836],{},"国内版 vs 国际版的\"双账号陷阱\"","：扣子（coze.cn）和 Coze（coze.com）是",[30,2839,2840],{},"两套独立系统","，账号、Bot、工作流不互通；想\"国内调通后搬到海外\"需要重新搭",[68,2843,2844,2847],{},[30,2845,2846],{},"专业版按调用计费容易超预算","：上线前一定在测试环境跑量估算月成本，否则爆款 Bot 一夜烧爆账户",[68,2849,2850,2853,2854,2857,2858,1258],{},[30,2851,2852],{},"飞书多维表格插件数据格式坑","：写入多维表格需要 ",[260,2855,2856],{},"Array\u003CObject>"," 格式，代码节点要做转换（参考 ",[550,2859,2861],{"href":2326,"rel":2860},[585],"火山引擎 2025 教程",[68,2863,2864,2867,2868,2871],{},[30,2865,2866],{},"工作流读取飞书表格默认 20 条","：要改 ",[260,2869,2870],{},"page_size","，最大 500 条；超过 500 要分页或循环",[68,2873,2874,2877],{},[30,2875,2876],{},"运行超时","：单工作流执行有时间上限，记录条数 > 50 时建议在 Bot 里\"异步\"调用，不要直接走工作流",[68,2879,2880,2883,2884,763,2886,2888],{},[30,2881,2882],{},"企业版\"私有化\"是有限的","：完全数据不出网仍建议 ",[550,2885,287],{"href":2652},[550,2887,2658],{"href":2657}," 自托管",[68,2890,2891,2894],{},[30,2892,2893],{},"国际版接 Claude \u002F GPT 需要 BYOK","：自己绑海外信用卡，平台不代付",[68,2896,2897,2900],{},[30,2898,2899],{},"审核合规","：国内版对 prompt \u002F 输出有内容审核，金融 \u002F 医疗 \u002F 政治话题可能被拦",[21,2902,512],{"id":511},[26,2904,2905],{},"✅ 适合：",[65,2907,2908,2911,2914,2917,2920],{},[68,2909,2910],{},"产品 \u002F 运营 \u002F 非技术人员快速做 Bot",[68,2912,2913],{},"在飞书 \u002F 抖音 \u002F 头条生态内做集成",[68,2915,2916],{},"个人副业（小红书账号批量内容生成等）",[68,2918,2919],{},"中小企业客服 Bot（3 天上线）",[68,2921,2922],{},"想用豆包 \u002F DeepSeek 国产模型的人",[26,2924,2925],{},"❌ 不适合：",[65,2927,2928,2931,2934,2939,2946],{},[68,2929,2930],{},"金融 \u002F 政府 \u002F 医疗（数据敏感，需自托管）",[68,2932,2933],{},"复杂业务系统深度集成（自由度不够）",[68,2935,2936,2937,1258],{},"反感字节生态（去 ",[550,2938,287],{"href":2652},[68,2940,2941,2942,763,2944,1258],{},"希望开源 \u002F 完全自主可控（去 ",[550,2943,287],{"href":2652},[550,2945,2658],{"href":2657},[68,2947,2948,2949,763,2951,2955],{},"海外 toB SaaS 产品后端（",[550,2950,287],{"href":2652},[550,2952,2954],{"href":2953},"\u002Fagent\u002Fplatform\u002Flangflow.html","Langflow"," 更合适）",[21,2957,544],{"id":544},[65,2959,2960,2975,2993,3012],{},[68,2961,2962,2963,763,2965,763,2967,763,2969,763,2971],{},"同类对比：",[550,2964,287],{"href":2652},[550,2966,2658],{"href":2657},[550,2968,2826],{"href":2663},[550,2970,2954],{"href":2953},[550,2972,2974],{"href":2973},"\u002Fagent\u002Fplatform\u002Fn8n.html","n8n",[68,2976,2977,2978,763,2982,763,2986,763,2990],{},"概念：",[550,2979,2981],{"href":2980},"\u002Fwiki\u002Fai-agent.html","AI Agent",[550,2983,2985],{"href":2984},"\u002Fwiki\u002Frag.html","RAG",[550,2987,2989],{"href":2988},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[550,2991,2992],{"href":2980},"Multi-Agent",[68,2994,2995,2996,763,3000,763,3004,763,3008],{},"模型：",[550,2997,2999],{"href":2998},"\u002Fmodels\u002Fdoubao-1-5-pro.html","豆包 Doubao",[550,3001,3003],{"href":3002},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[550,3005,3007],{"href":3006},"\u002Fmodels\u002Fqwen-3.html","Qwen3",[550,3009,3011],{"href":3010},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2",[68,3013,3014,3015,763,3019],{},"进阶：",[550,3016,3018],{"href":3017},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[550,3020,3022],{"href":3021},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[21,3024,574],{"id":574},[65,3026,3027,3033,3039,3046,3049],{},[68,3028,3029,3030],{},"国内版：",[550,3031,2268],{"href":2268,"rel":3032},[585],[68,3034,3035,3036],{},"国际版：",[550,3037,2274],{"href":2274,"rel":3038},[585],[68,3040,3041,3042],{},"官方文档：",[550,3043,3044],{"href":3044,"rel":3045},"https:\u002F\u002Fdocs.coze.com",[585],[68,3047,3048],{},"第三方选型评测：cnblogs.com \u002F besthub.dev \u002F aibotgo.net",[68,3050,3051],{},"实战教程：火山引擎社区、今日头条 涛哥讲AI",[26,3053,3054,3055,3059],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现价格 \u002F 功能 \u002F 渠道与最新官方信息不一致，请通过 ",[550,3056,3058],{"href":3057},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",{"title":262,"searchDepth":615,"depth":615,"links":3061},[3062,3063,3069,3070,3071,3072,3073,3074,3075],{"id":23,"depth":618,"text":24},{"id":2298,"depth":618,"text":2298,"children":3064},[3065,3066,3067,3068],{"id":2302,"depth":615,"text":2303},{"id":2391,"depth":615,"text":2392},{"id":2438,"depth":615,"text":2439},{"id":2465,"depth":615,"text":2466},{"id":2559,"depth":618,"text":2559},{"id":2594,"depth":618,"text":2595},{"id":2637,"depth":618,"text":2637},{"id":2829,"depth":618,"text":2829},{"id":511,"depth":618,"text":512},{"id":544,"depth":618,"text":544},{"id":574,"depth":618,"text":574},"platform","\u002Fimg\u002Ftools\u002Fcoze.webp","Coze 扣子 2026 真实评测：字节低代码 AI Agent 平台，支持可视化工作流、插件市场、知识库和 Bot 发布。本文对比 Dify、FastGPT、n8n，梳理国内版\u002F国际版差异、价格、适合场景和避坑建议。",[648,649],{},[3082,3083,3084,3085,3086],"doubao-pro","deepseek-v3","qwen-max","gpt-4o (国际版)","claude (国际版)",[3088,3089,3090],"需要私有部署、数据不出网（去 Dify \u002F FastGPT）","需要深度定制（去 LangGraph \u002F n8n）","对字节生态依赖反感",[656],[3093,3099,3104,3108],{"plan":3094,"price":3095,"limit":3096,"cn_pay":3097,"note":3098},"免费版（扣子）","¥0","免费模型限额 + 基础功能","—","个人试水 \u002F 1-2 天 MVP",{"plan":2575,"price":3100,"limit":3101,"cn_pay":3102,"note":3103},"按调用计费","高级模型 + 高并发 + 商用授权","✅ 微信\u002F支付宝","上量后切",{"plan":2581,"price":3105,"limit":3106,"cn_pay":372,"note":3107},"议价","VPC、合规、SLA、私有化（部分）","B 端落地",{"plan":3109,"price":3110,"cn_pay":3111,"note":3112,"limit":3097},"国际版 (coze.com)","免费起步 + 用量计费","需海外卡","可接 GPT\u002FClaude\u002FGemini","免费档 \u002F 专业版按调用计费 \u002F 企业版议价","2026-06-18",[3116,3117,3118,3119],"coze-deep-review","coze-vs-dify","dify-deep-review","fastgpt-deep-review",{"power":629,"ux":681,"price":629,"cn_support":681,"stability":629},{"title":284,"description":3078},"Coze 扣子评测 2026：字节 AI Agent 平台，对比 Dify",[3124,3126,3128,3130,3132],{"title":3125,"url":2268},"Coze 国内版（扣子）",{"title":3127,"url":2274},"Coze 国际版",{"title":3129,"url":3044},"Coze 官方文档",{"title":3131,"url":2287},"Coze vs Dify vs FastGPT 选型 2026",{"title":3133,"url":2788},"BestHub 三平台对比","tools\u002Fagent\u002Fplatform\u002Fcoze",[3136,3137,3138,3139,3140],"想 1 小时做出一个 Bot 的产品 \u002F 运营","需要发布到飞书 \u002F 微信 \u002F 抖音的 Bot","工作流可视化编排（不想写代码）","需要批量调用国内大模型 + 飞书多维表格的工作流","C 端 \u002F 轻量 toB 场景","字节出品的 Agent 搭建平台，国内 \u002F 国际双版本",[3143,3144,3145,3146,3147,3148],"agent-platform","low-code","workflow","bot-marketplace","bytedance","no-code","想最快做出一个能用的 Bot，从 Coze 起步。要私有部署或开源协作，去 Dify \u002F FastGPT。","FZEpZL7kS1YIIYCXTqqZ8C0eWBWLu82UpKE4B1geW7M",{"id":3152,"title":287,"alternatives":3153,"api_compatible":3156,"body":3158,"category":3076,"chinese_friendly":629,"cover":4125,"description":4126,"domestic":652,"extension":633,"faq":16,"free":652,"github":3439,"languages":4127,"lastVerified":650,"meta":4129,"models":16,"navigation":652,"notSuitable":16,"opensource":652,"path":570,"pillar":654,"platforms":4130,"priceTable":4131,"pricing":4148,"published":3114,"relatedPlaybooks":16,"relatedReviews":4149,"score":4150,"self_host":652,"seo":4151,"seoTitle":4152,"slug":15,"sources":4153,"stem":4165,"suitable":16,"tagline":4166,"tags":4167,"updated":688,"verdict":4172,"website":4071,"__hash__":4173},"tools\u002Ftools\u002Fagent\u002Fplatform\u002Fdify.md",[14,2237,3154,3155],"agent\u002Fplatform\u002Fn8n","agent\u002Fplatform\u002Flangflow",[2240,2241,2242,2243,2244,3157],"DeepSeek",{"type":18,"value":3159,"toc":4103},[3160,3162,3180,3185,3187,3191,3194,3263,3266,3270,3273,3287,3303,3307,3310,3321,3325,3333,3344,3348,3351,3353,3357,3366,3424,3431,3435,3443,3496,3499,3518,3522,3525,3584,3590,3592,3676,3679,3707,3709,3837,3849,3884,3886,3958,3960,3962,3982,3984,4013,4015,4062,4064,4095,4100],[21,3161,24],{"id":23},[2251,3163,3165,3170],{"className":3164},[2254,2255,2256],[26,3166,3167,3169],{},[30,3168,2261],{}," Dify 是开源 LLMOps 平台的事实标准。GitHub 13 万 star、累计 100 万+ 生产 app（据 chatforest.com 2026 评测引用 Dify 官方数据），把\"可视化工作流编排 + RAG 知识库 + Agent + MCP 协议\"打包成一个 Docker Compose 能跑起来的东西。",[26,3171,2280,3172,3175,3176,3179],{},[30,3173,3174],{},"完全开源 + 模型不挑食","——同一个工作流里同时调 OpenAI、Anthropic、Ollama 本地、DeepSeek、Qwen 都行。代价是部署比 ",[550,3177,284],{"href":3178},"\u002Fagent\u002Fplatform\u002Fcoze.html"," 折腾，新手得读 1-2 小时文档。",[171,3181,3182],{},[26,3183,3184],{},"来源说明：本文基于 docs.dify.ai 官方文档、langgenius\u002Fdify GitHub 仓库、第三方评测（besthub.dev \u002F chatforest.com \u002F joshuaopolko.com \u002F zhihu 知名专栏）综合归纳。版本号会变，部署要求请以官方最新文档为准。",[21,3186,2298],{"id":2298},[2300,3188,3190],{"id":3189},"可视化工作流chatflow-workflow","可视化工作流（Chatflow + Workflow）",[26,3192,3193],{},"Dify 把 LLM 应用拆成两种\"应用类型\"：",[267,3195,3196,3209],{},[270,3197,3198],{},[273,3199,3200,3203,3206],{},[276,3201,3202],{},"类型",[276,3204,3205],{},"适合场景",[276,3207,3208],{},"编排范式",[292,3210,3211,3224,3237,3250],{},[273,3212,3213,3218,3221],{},[297,3214,3215],{},[30,3216,3217],{},"Chatbot",[297,3219,3220],{},"简单对话机器人",[297,3222,3223],{},"prompt + tools",[273,3225,3226,3231,3234],{},[297,3227,3228],{},[30,3229,3230],{},"Agent",[297,3232,3233],{},"自主多步任务",[297,3235,3236],{},"ReAct \u002F Function Calling",[273,3238,3239,3244,3247],{},[297,3240,3241],{},[30,3242,3243],{},"Chatflow",[297,3245,3246],{},"对话型工作流（多轮 + 分支）",[297,3248,3249],{},"节点 DAG，带聊天上下文",[273,3251,3252,3257,3260],{},[297,3253,3254],{},[30,3255,3256],{},"Workflow",[297,3258,3259],{},"单次输入→输出（API 模式）",[297,3261,3262],{},"节点 DAG，无对话状态",[26,3264,3265],{},"节点类型覆盖：LLM、知识检索、HTTP 请求、代码执行（Python \u002F JS）、条件分支、迭代、变量聚合、参数提取、问题分类——满足\"用拖拽实现可观测的 LLM pipeline\"。",[2300,3267,3269],{"id":3268},"rag-知识库","RAG 知识库",[26,3271,3272],{},"内置完整 RAG 链路：",[576,3274,3275,3278,3281,3284],{},[68,3276,3277],{},"上传文档（PDF \u002F Word \u002F Markdown \u002F 网页）",[68,3279,3280],{},"自动分块 + embedding（可配置分段策略和 embedding 模型）",[68,3282,3283],{},"混合检索（向量 + 全文 + 重排）",[68,3285,3286],{},"引用溯源（回答末尾自动附原文片段）",[26,3288,3289,3290,3295,3296,3299,3300,3302],{},"注意：根据 ",[550,3291,3294],{"href":3292,"rel":3293},"https:\u002F\u002Fzhuanlan.zhihu.com\u002Fp\u002F1887141987838309480",[585],"知乎 LLM 实战笔记 2025-03 对比"," 的实测，Dify ",[30,3297,3298],{},"社区版默认是基础语义检索","，企业版才解锁多路召回 + 重排。RAG 极致精度场景仍推荐 ",[550,3301,2658],{"href":2657},"（实测准确率高 10+ 个百分点），Dify 胜在工作流而非纯 RAG。",[2300,3304,3306],{"id":3305},"模型生态40-提供商","模型生态：40+ 提供商",[26,3308,3309],{},"Dify 通过插件市场接入主流模型——OpenAI、Anthropic、Google Gemini、Azure、AWS Bedrock、Cohere、xAI、DeepSeek、Qwen、智谱、文心、豆包、月之暗面、Ollama、LM Studio、Replicate、Together AI、OpenRouter……几乎你能数出来的 LLM 提供商都在。",[26,3311,3312,3313,3315,3316,3320],{},"国产模型原生支持（不像 ",[550,3314,2658],{"href":2657}," 需要 ",[550,3317,3319],{"href":3318},"\u002Fcoding\u002Fapi\u002Fone-api.html","OneAPI"," 中转），是 Dify 在国内 toB 场景流行的关键。",[2300,3322,3324],{"id":3323},"mcp-协议支持","MCP 协议支持",[26,3326,3327,3328,3332],{},"Dify 较早接入了 ",[550,3329,3331],{"href":3330},"\u002Fwiki\u002Fmcp.html","MCP（Model Context Protocol）","，工作流可以直接调 MCP Server 暴露的 tools。意味着你可以让 Dify 工作流：",[65,3334,3335,3338,3341],{},[68,3336,3337],{},"通过 MCP 调本地 PostgreSQL \u002F SQLite",[68,3339,3340],{},"通过 MCP 调 GitHub \u002F Slack \u002F Linear",[68,3342,3343],{},"通过 MCP 调自家内部系统（写一个 MCP Server 即可）",[2300,3345,3347],{"id":3346},"api-first","API-first",[26,3349,3350],{},"每个 app 自动暴露 REST API，参数和返回结构自动生成 OpenAPI Schema。集成到自家产品里不需要写包装代码，给前端 \u002F 微信小程序 \u002F 飞书机器人调用都方便。",[21,3352,2559],{"id":2559},[2300,3354,3356],{"id":3355},"云版difyai","云版（dify.ai）",[26,3358,3359,3360,3365],{},"根据 ",[550,3361,3364],{"href":3362,"rel":3363},"https:\u002F\u002Fwww.tooljunction.io\u002Fai-tools\u002Fdify-ai",[585],"tooljunction.io 2026 评测"," 引用的官方定价：",[267,3367,3368,3380],{},[270,3369,3370],{},[273,3371,3372,3375,3377],{},[276,3373,3374],{},"套餐",[276,3376,143],{},[276,3378,3379],{},"主要限制",[292,3381,3382,3392,3403,3414],{},[273,3383,3384,3387,3389],{},[297,3385,3386],{},"Sandbox",[297,3388,2207],{},[297,3390,3391],{},"200 次模型调用，1 app，5MB 知识库",[273,3393,3394,3397,3400],{},[297,3395,3396],{},"Professional",[297,3398,3399],{},"$59\u002F月起",[297,3401,3402],{},"5000 调用\u002F月，多 app，50MB 知识库",[273,3404,3405,3408,3411],{},[297,3406,3407],{},"Team",[297,3409,3410],{},"$159\u002F月起",[297,3412,3413],{},"团队协作、SSO",[273,3415,3416,3419,3421],{},[297,3417,3418],{},"Enterprise",[297,3420,673],{},[297,3422,3423],{},"定制 SLA、私有云",[26,3425,3426,3427,3430],{},"注意：云版价格只是 Dify 平台费，",[30,3428,3429],{},"模型 API 费用另算","（自带 OpenAI \u002F Anthropic key）。",[2300,3432,3434],{"id":3433},"自托管推荐","自托管（推荐）",[26,3436,3437,3442],{},[550,3438,3441],{"href":3439,"rel":3440},"https:\u002F\u002Fgithub.com\u002Flanggenius\u002Fdify",[585],"官方 GitHub 仓库"," 提供 Docker Compose 部署，社区版完全免费可商用：",[253,3444,3446],{"className":1708,"code":3445,"language":1710,"meta":262,"style":262},"git clone https:\u002F\u002Fgithub.com\u002Flanggenius\u002Fdify.git\ncd dify\u002Fdocker\ncp .env.example .env\ndocker compose up -d\n# 默认 http:\u002F\u002Flocalhost \u002F 端口可在 .env 调整\n",[260,3447,3448,3458,3466,3477,3491],{"__ignoreMap":262},[948,3449,3450,3452,3455],{"class":950,"line":951},[948,3451,1941],{"class":1723},[948,3453,3454],{"class":1727}," clone",[948,3456,3457],{"class":1727}," https:\u002F\u002Fgithub.com\u002Flanggenius\u002Fdify.git\n",[948,3459,3460,3463],{"class":950,"line":618},[948,3461,3462],{"class":1737},"cd",[948,3464,3465],{"class":1727}," dify\u002Fdocker\n",[948,3467,3468,3471,3474],{"class":950,"line":615},[948,3469,3470],{"class":1723},"cp",[948,3472,3473],{"class":1727}," .env.example",[948,3475,3476],{"class":1727}," .env\n",[948,3478,3479,3482,3485,3488],{"class":950,"line":629},[948,3480,3481],{"class":1723},"docker",[948,3483,3484],{"class":1727}," compose",[948,3486,3487],{"class":1727}," up",[948,3489,3490],{"class":1737}," -d\n",[948,3492,3493],{"class":950,"line":681},[948,3494,3495],{"class":1717},"# 默认 http:\u002F\u002Flocalhost \u002F 端口可在 .env 调整\n",[26,3497,3498],{},"硬件门槛（社区共识，非官方硬性要求）：",[65,3500,3501,3507,3513],{},[68,3502,3503,3506],{},[30,3504,3505],{},"最低","：2 核 4G，纯外接 API 模式",[68,3508,3509,3512],{},[30,3510,3511],{},"推荐","：4 核 8G + 至少 30GB 磁盘（向量数据 + 文件存储）",[68,3514,3515,3517],{},[30,3516,393],{},"：8 核 16G+，单机日活上千",[2300,3519,3521],{"id":3520},"真实-tco","真实 TCO",[26,3523,3524],{},"按一家中小团队 3 年场景估算（基于上面引用的多份评测交叉对比）：",[267,3526,3527,3540],{},[270,3528,3529],{},[273,3530,3531,3534,3537],{},[276,3532,3533],{},"成本项",[276,3535,3536],{},"云版 Professional",[276,3538,3539],{},"自托管",[292,3541,3542,3552,3562,3573],{},[273,3543,3544,3547,3550],{},[297,3545,3546],{},"平台费",[297,3548,3549],{},"~$2,100（3 年）",[297,3551,661],{},[273,3553,3554,3557,3559],{},[297,3555,3556],{},"服务器",[297,3558,661],{},[297,3560,3561],{},"~$50\u002F月 × 36 = $1,800",[273,3563,3564,3567,3570],{},[297,3565,3566],{},"模型 API",[297,3568,3569],{},"与下同",[297,3571,3572],{},"与上同",[273,3574,3575,3578,3581],{},[297,3576,3577],{},"运维人力",[297,3579,3580],{},"0",[297,3582,3583],{},"约 0.2 人月",[26,3585,3586,3589],{},[30,3587,3588],{},"结论","：日活 \u003C 100 用云版省心；> 500 或数据敏感场景自托管 ROI 更好。",[21,3591,2595],{"id":2594},[253,3593,3595],{"className":1708,"code":3594,"language":1710,"meta":262,"style":262},"# 1. 自托管（社区版）\ngit clone https:\u002F\u002Fgithub.com\u002Flanggenius\u002Fdify.git\ncd dify\u002Fdocker\ncp .env.example .env\ndocker compose up -d\n\n# 2. 浏览器打开 http:\u002F\u002Flocalhost\n#    首次会让你创建 admin 账号\n\n# 3. 进入\"设置 → 模型供应商\"，配置 OpenAI \u002F 国产模型 API key\n\n# 4. 在主界面\"创建空白应用\"，选 Chatflow 或 Workflow\n# 5. 拖入\"开始 → LLM → 结束\"节点试一下基础 prompt\n# 6. 满意了点右上\"发布\"，自动生成 API endpoint\n",[260,3596,3597,3602,3610,3616,3624,3634,3638,3643,3648,3652,3657,3661,3666,3671],{"__ignoreMap":262},[948,3598,3599],{"class":950,"line":951},[948,3600,3601],{"class":1717},"# 1. 自托管（社区版）\n",[948,3603,3604,3606,3608],{"class":950,"line":618},[948,3605,1941],{"class":1723},[948,3607,3454],{"class":1727},[948,3609,3457],{"class":1727},[948,3611,3612,3614],{"class":950,"line":615},[948,3613,3462],{"class":1737},[948,3615,3465],{"class":1727},[948,3617,3618,3620,3622],{"class":950,"line":629},[948,3619,3470],{"class":1723},[948,3621,3473],{"class":1727},[948,3623,3476],{"class":1727},[948,3625,3626,3628,3630,3632],{"class":950,"line":681},[948,3627,3481],{"class":1723},[948,3629,3484],{"class":1727},[948,3631,3487],{"class":1727},[948,3633,3490],{"class":1737},[948,3635,3636],{"class":950,"line":976},[948,3637,979],{"emptyLinePlaceholder":652},[948,3639,3640],{"class":950,"line":982},[948,3641,3642],{"class":1717},"# 2. 浏览器打开 http:\u002F\u002Flocalhost\n",[948,3644,3645],{"class":950,"line":988},[948,3646,3647],{"class":1717},"#    首次会让你创建 admin 账号\n",[948,3649,3650],{"class":950,"line":994},[948,3651,979],{"emptyLinePlaceholder":652},[948,3653,3654],{"class":950,"line":999},[948,3655,3656],{"class":1717},"# 3. 进入\"设置 → 模型供应商\"，配置 OpenAI \u002F 国产模型 API key\n",[948,3658,3659],{"class":950,"line":1005},[948,3660,979],{"emptyLinePlaceholder":652},[948,3662,3663],{"class":950,"line":1011},[948,3664,3665],{"class":1717},"# 4. 在主界面\"创建空白应用\"，选 Chatflow 或 Workflow\n",[948,3667,3668],{"class":950,"line":1017},[948,3669,3670],{"class":1717},"# 5. 拖入\"开始 → LLM → 结束\"节点试一下基础 prompt\n",[948,3672,3673],{"class":950,"line":1023},[948,3674,3675],{"class":1717},"# 6. 满意了点右上\"发布\"，自动生成 API endpoint\n",[21,3677,3678],{"id":3678},"国内使用注意事项",[576,3680,3681,3687,3693,3699],{},[68,3682,3683,3686],{},[30,3684,3685],{},"云版 dify.ai 直连国内访问稳定但需要付款","——支持国际信用卡 \u002F Stripe",[68,3688,3689,3692],{},[30,3690,3691],{},"自托管 + 国产模型"," = 完全国内闭环，是 Dify 在国内最大优势",[68,3694,3695,3698],{},[30,3696,3697],{},"Docker 镜像拉取","：国内可能慢，建议配 Docker registry 镜像（阿里云 \u002F 网易）",[68,3700,3701,3703,3704,3706],{},[30,3702,495],{},"：完全自托管时，数据零外泄；某些金融 \u002F 政府客户因此从 ",[550,3705,284],{"href":3178}," 迁到 Dify",[21,3708,2637],{"id":2637},[267,3710,3711,3731],{},[270,3712,3713],{},[273,3714,3715,3717,3719,3723,3727],{},[276,3716,278],{},[276,3718,287],{},[276,3720,3721],{},[550,3722,284],{"href":3178},[276,3724,3725],{},[550,3726,2658],{"href":2657},[276,3728,3729],{},[550,3730,2974],{"href":2973},[292,3732,3733,3746,3758,3771,3783,3796,3810,3823],{},[273,3734,3735,3737,3739,3741,3743],{},[297,3736,2671],{},[297,3738,372],{},[297,3740,388],{},[297,3742,372],{},[297,3744,3745],{},"✅（fair-code）",[273,3747,3748,3750,3752,3754,3756],{},[297,3749,382],{},[297,3751,372],{},[297,3753,388],{},[297,3755,372],{},[297,3757,372],{},[273,3759,3760,3762,3764,3767,3769],{},[297,3761,2698],{},[297,3763,2723],{},[297,3765,3766],{},"★★☆☆☆ 最简单",[297,3768,2723],{},[297,3770,2717],{},[273,3772,3773,3775,3777,3779,3781],{},[297,3774,2714],{},[297,3776,2720],{},[297,3778,2717],{},[297,3780,2723],{},[297,3782,2720],{},[273,3784,3785,3787,3789,3791,3793],{},[297,3786,2730],{},[297,3788,2717],{},[297,3790,2723],{},[297,3792,2720],{},[297,3794,3795],{},"★★☆☆☆",[273,3797,3798,3801,3803,3805,3808],{},[297,3799,3800],{},"模型生态",[297,3802,2720],{},[297,3804,2717],{},[297,3806,3807],{},"★★★☆☆（OneAPI 中转）",[297,3809,2717],{},[273,3811,3812,3815,3817,3819,3821],{},[297,3813,3814],{},"中文场景",[297,3816,2717],{},[297,3818,2720],{},[297,3820,2717],{},[297,3822,2723],{},[273,3824,3825,3828,3830,3833,3835],{},[297,3826,3827],{},"字节生态绑定",[297,3829,388],{},[297,3831,3832],{},"✅（飞书\u002F抖音深度集成）",[297,3834,388],{},[297,3836,388],{},[26,3838,3839,3841,3842,2791,3845,3848],{},[30,3840,2784],{},"（基于 ",[550,3843,2790],{"href":2788,"rel":3844},[585],[550,3846,2795],{"href":2287,"rel":3847},[585]," 两份选型指南综合）：",[65,3850,3851,3857,3864,3870,3877],{},[68,3852,3853,3856],{},[30,3854,3855],{},"数据必须不出内网 + 工作流复杂"," → Dify",[68,3858,3859,2809,3862],{},[30,3860,3861],{},"个人 \u002F 小团队 \u002F 快速原型 + 字节生态",[550,3863,284],{"href":3178},[68,3865,3866,2809,3868],{},[30,3867,2816],{},[550,3869,2658],{"href":2657},[68,3871,3872,2809,3875],{},[30,3873,3874],{},"重点是连接外部 SaaS（Slack \u002F Notion \u002F 数据库）",[550,3876,2974],{"href":2973},[68,3878,3879,2809,3882],{},[30,3880,3881],{},"要画图式表达 LangChain pipeline",[550,3883,2954],{"href":2953},[21,3885,2829],{"id":2829},[65,3887,3888,3894,3910,3921,3934,3940,3946,3952],{},[68,3889,3890,3893],{},[30,3891,3892],{},"社区版与企业版差距比想象大","：多路召回 \u002F 重排序 \u002F 单点登录 \u002F 审计日志都在企业版。社区版做生产前心里要有数。",[68,3895,3896,759,3902,3905,3906,3909],{},[30,3897,3898,3901],{},[260,3899,3900],{},".env"," 文件改完忘 restart",[260,3903,3904],{},"docker compose down && up -d","，不是 ",[260,3907,3908],{},"restart","——后者不重新加载 env。",[68,3911,3912,759,3915,3920],{},[30,3913,3914],{},"大版本升级会破坏数据库 schema",[550,3916,3919],{"href":3917,"rel":3918},"https:\u002F\u002Fdocs.dify.ai\u002Fzh-hans",[585],"官方升级文档"," 有详细 migration 步骤，跨大版本（如 0.x → 1.x）务必先备份 PostgreSQL 卷。生产环境强烈建议跑 staging 完整验证后再升。",[68,3922,3923,3926,3927,3929,3930,3933],{},[30,3924,3925],{},"RAG 文件大小社区版默认 15MB","：根据上述知乎实测，超过会失败。改 ",[260,3928,3900],{}," 的 ",[260,3931,3932],{},"UPLOAD_FILE_SIZE_LIMIT"," 并重启容器。",[68,3935,3936,3939],{},[30,3937,3938],{},"代码节点的 Sandbox 性能差","：内置代码执行节点跑在隔离容器里启动慢、内存小。生产高频用建议改成 HTTP 节点调外部服务。",[68,3941,3942,3945],{},[30,3943,3944],{},"工作流\"迭代节点\"循环上限","：默认 10 次，复杂 ReAct agent 容易撞天花板，需要在节点设置里调高。",[68,3947,3948,3951],{},[30,3949,3950],{},"Dify Plugin 系统是新东西","：1.0 后引入的 Plugin 体系替代了原来的 Tools\u002FModels 配置方式，老教程可能已过时——以最新官方文档为准。",[68,3953,3954,3957],{},[30,3955,3956],{},"国内 Docker 拉取镜像慢","：先配国内 registry，否则首次 pull 可能要 30+ 分钟。",[21,3959,512],{"id":511},[26,3961,2905],{},[65,3963,3964,3967,3970,3973,3976,3979],{},[68,3965,3966],{},"中大型企业 LLM 中台建设",[68,3968,3969],{},"需要私有化部署（金融 \u002F 医疗 \u002F 政府）",[68,3971,3972],{},"想做\"AI 工作流即产品\"的开发团队",[68,3974,3975],{},"同时需要 RAG + Agent + Workflow 三件套",[68,3977,3978],{},"想用国产模型 + 国际模型混合编排",[68,3980,3981],{},"已经接受 Docker + 一定运维投入",[26,3983,2925],{},[65,3985,3986,3992,3998,4001,4007],{},[68,3987,3988,3989,3991],{},"纯个人玩家做对话机器人（",[550,3990,284],{"href":3178}," 更快）",[68,3993,3994,3995,3997],{},"只想做企业知识库 QA（",[550,3996,2658],{"href":2657}," RAG 更专）",[68,3999,4000],{},"团队完全没运维能力（云版还行，自托管会踩坑）",[68,4002,4003,4004,4006],{},"需要深度对接字节飞书 \u002F 抖音（",[550,4005,284],{"href":3178}," 原生）",[68,4008,4009,4010,4012],{},"工作流核心是连接 100+ SaaS（",[550,4011,2974],{"href":2973}," 节点更全）",[21,4014,544],{"id":544},[65,4016,4017,4027,4039,4054],{},[68,4018,2962,4019,763,4021,763,4023,763,4025],{},[550,4020,284],{"href":3178},[550,4022,2658],{"href":2657},[550,4024,2974],{"href":2973},[550,4026,2954],{"href":2953},[68,4028,4029,4030,763,4032,763,4034,763,4037],{},"概念基础：",[550,4031,2981],{"href":2980},[550,4033,2985],{"href":2984},[550,4035,4036],{"href":3330},"MCP",[550,4038,2989],{"href":2988},[68,4040,4041,4042,763,4046,763,4050,763,4052],{},"模型选型：",[550,4043,4045],{"href":4044},"\u002Fmodels\u002Fgpt-5.html","GPT-5",[550,4047,4049],{"href":4048},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[550,4051,3003],{"href":3002},[550,4053,3011],{"href":3010},[68,4055,3014,4056,763,4060],{},[550,4057,4059],{"href":4058},"\u002Fwiki\u002Ffine-tuning-vs-rag.html","Fine-tuning vs RAG",[550,4061,3022],{"href":3021},[21,4063,574],{"id":574},[65,4065,4066,4073,4079,4085,4092],{},[68,4067,4068,4069],{},"官网：",[550,4070,4071],{"href":4071,"rel":4072},"https:\u002F\u002Fdify.ai",[585],[68,4074,4075,4076],{},"中文文档：",[550,4077,3917],{"href":3917,"rel":4078},[585],[68,4080,4081,4082],{},"GitHub：",[550,4083,3439],{"href":3439,"rel":4084},[585],[68,4086,4087,4088],{},"官方定价：",[550,4089,4090],{"href":4090,"rel":4091},"https:\u002F\u002Fdify.ai\u002Fpricing",[585],[68,4093,4094],{},"第三方评测：tooljunction.io \u002F chatforest.com \u002F besthub.dev \u002F joshuaopolko.com \u002F 知乎 LLM 实战笔记",[26,4096,4097,4098,3059],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现版本号 \u002F 价格 \u002F 功能与最新官方信息不一致，请通过 ",[550,4099,3058],{"href":3057},[1379,4101,4102],{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":262,"searchDepth":615,"depth":615,"links":4104},[4105,4106,4113,4118,4119,4120,4121,4122,4123,4124],{"id":23,"depth":618,"text":24},{"id":2298,"depth":618,"text":2298,"children":4107},[4108,4109,4110,4111,4112],{"id":3189,"depth":615,"text":3190},{"id":3268,"depth":615,"text":3269},{"id":3305,"depth":615,"text":3306},{"id":3323,"depth":615,"text":3324},{"id":3346,"depth":615,"text":3347},{"id":2559,"depth":618,"text":2559,"children":4114},[4115,4116,4117],{"id":3355,"depth":615,"text":3356},{"id":3433,"depth":615,"text":3434},{"id":3520,"depth":615,"text":3521},{"id":2594,"depth":618,"text":2595},{"id":3678,"depth":618,"text":3678},{"id":2637,"depth":618,"text":2637},{"id":2829,"depth":618,"text":2829},{"id":511,"depth":618,"text":512},{"id":544,"depth":618,"text":544},{"id":574,"depth":618,"text":574},"\u002Fimg\u002Ftools\u002Fdify.webp","Dify 2026 真实评测：开源 LLMOps 与 AI Agent 平台，集工作流编排、RAG 知识库、Agent、MCP 和多模型接入于一体。本文对比 Coze、FastGPT、n8n，整理自托管部署、云版价格、适合团队和避坑建议。",[648,649,4128],"ja",{},[1412,1413,1414,3481],[4132,4136,4140,4144],{"plan":4133,"price":661,"features":4134,"notes":4135},"Self-hosted（开源版）","Docker 一键部署 + 全部核心功能（工作流 \u002F RAG \u002F Agent \u002F MCP）+ 接任意模型 API","私有部署 \u002F 完全免费 \u002F Apache 2.0",{"plan":4137,"price":661,"features":4138,"notes":4139},"Cloud Sandbox（免费云）","官方托管试水档，含基础调用配额","免运维 \u002F 试水 POC",{"plan":4141,"price":3399,"features":4142,"notes":4143},"Cloud Professional","更高调用额度 + 团队协作 + 商用支持","商用云首选",{"plan":4145,"price":4146,"features":4147,"notes":673},"Cloud Team \u002F Enterprise","Custom","更大配额 + SLA + 私有部署支持 + 合规","云版 SaaS（免费档 \u002F Professional $59\u002F月起） + 开源自托管完全免费",[3116,3117,3118,3119],{"power":681,"ux":629,"price":681,"cn_support":629,"stability":629},{"title":287,"description":4126},"Dify 评测 2026：开源 LLMOps 与 AI Agent 平台，自托管指南",[4154,4156,4158,4160,4162],{"title":4155,"url":3917},"Dify 官方文档（中文）",{"title":4157,"url":3439},"Dify GitHub",{"title":4159,"url":4090},"Dify 官方定价",{"title":4161,"url":2788},"Coze vs Dify vs FastGPT 选型",{"title":4163,"url":4164},"Dify Self-Hosted Guide 2026","https:\u002F\u002Fjoshuaopolko.com\u002Fdify-self-hosted-guide","tools\u002Fagent\u002Fplatform\u002Fdify","开源 LLMOps 平台，私有部署 Agent 首选",[3143,4168,4169,4170,3145,4171,1456],"opensource","self-host","rag","llmops","想私有部署、想接全球任意模型，Dify 是答案。比 Coze 工程化、上手陡一点；比 FastGPT 工作流强、RAG 略弱。","q61l3oA5zdTKrp-66KGGh7wde1ZGUvjMulHa4GKaOXE",1785660639588]