[{"data":1,"prerenderedAt":1296},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-cline-vs-roo-code":9,"compare-a-cline":10,"compare-b-roo-code":667},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":18,"body":25,"category":571,"chinese_friendly":572,"cover":573,"description":574,"domestic":575,"extension":576,"faq":577,"free":575,"github":527,"languages":593,"lastVerified":9,"meta":596,"models":597,"navigation":603,"notSuitable":604,"opensource":603,"path":608,"pillar":609,"platforms":610,"priceTable":614,"pricing":627,"published":628,"relatedPlaybooks":629,"relatedReviews":632,"score":636,"self_host":603,"seo":638,"seoTitle":9,"slug":639,"sources":640,"stem":649,"suitable":650,"tagline":656,"tags":657,"updated":664,"verdict":665,"website":519,"__hash__":666},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcline.md","Cline",[14,15,16,17],"coding\u002Fcli\u002Froo-code","coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fclaude-code","coding\u002Fide\u002Fcursor",[19,20,21,22,23,24],"openai","anthropic","openrouter","bedrock","vertex","ollama",{"type":26,"value":27,"toc":553},"minimark",[28,33,55,58,61,93,96,99,154,159,170,174,180,185,222,225,229,240,244,247,251,261,264,399,402,464,468,475,478,509,512,543],[29,30,32],"h2",{"id":31},"tldr","TL;DR",[34,35,40,52],"div",{"className":36},[37,38,39],"card","p-5","my-4",[41,42,43,47,48,51],"p",{},[44,45,46],"strong",{},"一句话："," Cline 是 VS Code 里的开源 AI Agent 插件（Apache-2.0，58k+ stars），",[44,49,50],{},"BYOK 模式 + Plan-then-Act 工作流 + 每步审批 + 最大 MCP 生态","，定位为「谨慎派」的标杆。",[41,53,54],{},"不订阅、不抽成，你直接付 API 钱；成本敏感的人可以接 DeepSeek V4 Pro（输入 $0.435 \u002F 1M token），把月费压到 Cursor 的几分之一。",[29,56,57],{"id":57},"它到底是个什么",[41,59,60],{},"Cline（原名 Claude Dev）是 VS Code 扩展商店里的开源 AI Agent。和 Cursor \u002F Trae 这种独立 IDE 不同，它就是个插件，你装上就用：",[62,63,64,71,77,87],"ul",{},[65,66,67,70],"li",{},[44,68,69],{},"形态","：VS Code 右侧栏开一个 Cline 面板，输入任务 → Plan → Act → 每步审批 → 直到完成。",[65,72,73,76],{},[44,74,75],{},"模型","：完全 BYOK（Bring Your Own Key）。OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek \u002F Qwen 全支持。",[65,78,79,82,83,86],{},[44,80,81],{},"MCP","：原生支持 MCP 协议，并维护一个",[44,84,85],{},"社区 Marketplace","——比 Cursor \u002F Claude Code 的 MCP 生态都大。",[65,88,89,92],{},[44,90,91],{},"开源","：Apache-2.0，可 fork \u002F 审计 \u002F 自部署，企业合规友好。",[41,94,95],{},"它和 Roo Code 共享同一个祖宗（Claude Dev），2024 分叉之后各走各路。Cline 更社区驱动（MCP Marketplace 是社区维护，Star 数高），Roo Code 更产品驱动（自带 Cloud Agents、Team Policy）。",[29,97,98],{"id":98},"价格",[100,101,102,117],"table",{},[103,104,105],"thead",{},[106,107,108,112,114],"tr",{},[109,110,111],"th",{},"档位",[109,113,98],{},[109,115,116],{},"说明",[118,119,120,132,143],"tbody",{},[106,121,122,126,129],{},[123,124,125],"td",{},"插件本体",[123,127,128],{},"免费",[123,130,131],{},"Apache-2.0 开源",[106,133,134,137,140],{},[123,135,136],{},"BYOK",[123,138,139],{},"按 API 计费",[123,141,142],{},"0 厂商抽成，付的钱全进 API 厂商口袋",[106,144,145,148,151],{},[123,146,147],{},"Cline Teams",[123,149,150],{},"询价",[123,152,153],{},"SSO + RBAC + 集中策略 + 审计 + 用量分析",[41,155,156],{},[44,157,158],{},"真实成本范例（参考）：",[62,160,161,164,167],{},[65,162,163],{},"Claude Sonnet 4.6 BYOK：$3 \u002F $15 per 1M token（input\u002Foutput），重度日用 $30-100\u002F月",[65,165,166],{},"DeepSeek V4 Pro BYOK：$0.435 \u002F $0.87 per 1M token，重度日用 $5-15\u002F月",[65,168,169],{},"Ollama 本地：$0（电费忽略），但需要 RTX 3090+ 才能跑 Qwen2.5-Coder 32B",[29,171,173],{"id":172},"真实任务实测基于公开素材归纳","真实任务实测（基于公开素材归纳）",[175,176,177],"blockquote",{},[41,178,179],{},"来源说明：以下场景为 Cline GitHub 文档与 Qodo \u002F Serenities AI 评测的工作流归纳。",[181,182,184],"h3",{"id":183},"任务-1让-cline-在陌生代码库里加-feature","任务 1：让 Cline 在陌生代码库里加 feature",[186,187,188,191,209,215],"ol",{},[65,189,190],{},"输入任务：\"在这个 Express 项目里加一个 \u002Fapi\u002Fusers\u002Fme endpoint\"",[65,192,193,196,197,201,202,201,205,208],{},[44,194,195],{},"Plan 阶段","：Cline 先读 ",[198,199,200],"code",{},"package.json"," + ",[198,203,204],{},"app.js",[198,206,207],{},"routes\u002F","，列出需要新建\u002F修改的文件",[65,210,211,214],{},[44,212,213],{},"Act 阶段","：每改一个文件、每跑一条命令都弹审批",[65,216,217,218,221],{},"完成后跑 ",[198,219,220],{},"npm test"," 验证",[41,223,224],{},"第一次用会觉得\"怎么这么多次点击\"，但在不熟悉的代码库里这就是安全网。",[181,226,228],{"id":227},"任务-2byok-切到-deepseek-压成本","任务 2：BYOK 切到 DeepSeek 压成本",[41,230,231,232,235,236,239],{},"设置里选 OpenAI-compatible，base URL 填 DeepSeek 的 endpoint（",[198,233,234],{},"https:\u002F\u002Fapi.deepseek.com","），key 填好，模型选 ",[198,237,238],{},"deepseek-coder","。同样任务从月费 $50 降到 $10 量级。质量略低于 Claude Sonnet 4.6，但对常规改动够用。",[181,241,243],{"id":242},"任务-3mcp-marketplace-装数据库-server","任务 3：MCP Marketplace 装数据库 server",[41,245,246],{},"Cline 面板 → MCP Marketplace → 装 Postgres MCP server → 配 connection string → 让 AI 直接查表、改 schema、跑 migration。这是 Cursor 也能做但生态没这么丰富的部分。",[29,248,250],{"id":249},"上手-5-分钟","上手 5 分钟",[252,253,259],"pre",{"className":254,"code":256,"language":257,"meta":258},[255],"language-text","1. VS Code Marketplace 搜 \"Cline\"，作者 saoudrizwan，安装\n2. 左侧栏点 Cline 图标 → Settings\n3. 选 API Provider（Anthropic \u002F OpenAI \u002F OpenRouter \u002F DeepSeek \u002F Ollama …）\n4. 填 API key，选模型\n5. 回到主面板，输入任务 → Plan → 审批 → Act\n6. 装 MCP server：Cline 面板顶部 \"MCP Servers\" → Marketplace\n","text","",[198,260,256],{"__ignoreMap":258},[29,262,263],{"id":263},"同类对比",[100,265,266,284],{},[103,267,268],{},[106,269,270,273,275,278,281],{},[109,271,272],{},"维度",[109,274,12],{},[109,276,277],{},"Roo Code",[109,279,280],{},"Cursor",[109,282,283],{},"Claude Code",[118,285,286,301,315,330,346,365,382],{},[106,287,288,290,293,295,298],{},[123,289,69],{},[123,291,292],{},"VS Code 插件",[123,294,292],{},[123,296,297],{},"独立 IDE",[123,299,300],{},"终端",[106,302,303,305,308,310,313],{},[123,304,91],{},[123,306,307],{},"Apache-2.0",[123,309,307],{},[123,311,312],{},"闭源",[123,314,312],{},[106,316,317,319,322,324,327],{},[123,318,136],{},[123,320,321],{},"✅",[123,323,321],{},[123,325,326],{},"部分",[123,328,329],{},"❌",[106,331,332,335,338,341,344],{},[123,333,334],{},"默认审批",[123,336,337],{},"每步",[123,339,340],{},"可配置",[123,342,343],{},"Accept All",[123,345,340],{},[106,347,348,351,357,360,363],{},[123,349,350],{},"MCP 生态",[123,352,353,356],{},[44,354,355],{},"最大","（Marketplace）",[123,358,359],{},"中",[123,361,362],{},"中（注册表 200+）",[123,364,359],{},[106,366,367,370,373,376,379],{},[123,368,369],{},"团队功能",[123,371,372],{},"Cline Teams（询价）",[123,374,375],{},"Cloud Team $99\u002F月",[123,377,378],{},"Teams $40\u002F用户\u002F月",[123,380,381],{},"Claude Team",[106,383,384,387,390,393,396],{},[123,385,386],{},"适合",[123,388,389],{},"谨慎派 + BYOK",[123,391,392],{},"Mode 切换重度 + Cloud Agent",[123,394,395],{},"GUI 全能",[123,397,398],{},"终端硬核",[29,400,401],{"id":401},"避坑清单",[186,403,404,410,424,434,440,446],{},[65,405,406,409],{},[44,407,408],{},"每步审批默认开","，新手会觉得烦——可在设置里把信任的工具加白名单（read_file \u002F list_dir 等）减少弹窗。",[65,411,412,415,416,419,420,423],{},[44,413,414],{},"BYOK 别填错 base URL","，DeepSeek \u002F 第三方 OpenAI 兼容端需要写对 ",[198,417,418],{},"https:\u002F\u002Fapi.deepseek.com\u002Fv1","，少 ",[198,421,422],{},"\u002Fv1"," 会 404。",[65,425,426,429,430,433],{},[44,427,428],{},"Plan 阶段读太多文件","，第一轮上下文容易吃光配额——大项目里加 ",[198,431,432],{},".clineignore"," 排除 node_modules \u002F dist。",[65,435,436,439],{},[44,437,438],{},"MCP server 装多了会拖慢启动","，VS Code 启动时会逐个连，配置 30+ 个 server 会明显卡顿，按需启用。",[65,441,442,445],{},[44,443,444],{},"OpenRouter \u002F 第三方代理 endpoint 偶尔抽风","，可以同时配 2 个 provider 互为备份。",[65,447,448,451,452,455,456,459,460,463],{},[44,449,450],{},"跨平台 path 问题","：Windows 下 Cline 跑的 shell 默认是 cmd 而非 git-bash，命令里 ",[198,453,454],{},"&&"," \u002F ",[198,457,458],{},"$HOME"," 等可能失败，配置改 ",[198,461,462],{},"terminal.integrated.defaultProfile.windows","。",[29,465,467],{"id":466},"适合-不适合","适合 \u002F 不适合",[41,469,470,471,474],{},"✅ BYOK 派（用 DeepSeek \u002F Qwen \u002F Ollama 压成本）；对 AI 自主性谨慎的人；需要大 MCP 生态；VS Code 用户；企业合规场景。",[472,473],"br",{},"\n❌ 嫌弃配置的人；需要 GUI Composer 体验；想要订阅制固定月费的人。",[29,476,477],{"id":477},"相关阅读",[62,479,480,488,495],{},[65,481,482,483],{},"配套 playbook：",[484,485,487],"a",{"href":486},"\u002Fplaybook\u002Fcline-vs-roo-code.html","Cline vs Roo Code 怎么选",[65,489,490,491],{},"同分类：",[484,492,494],{"href":493},"\u002Fcoding\u002Fcli\u002F","AI CLI 全分类",[65,496,497,498,501,502,501,506],{},"替代品：",[484,499,277],{"href":500},"\u002Fcoding\u002Fcli\u002Froo-code.html"," · ",[484,503,505],{"href":504},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[484,507,283],{"href":508},"\u002Fcoding\u002Fcli\u002Fclaude-code.html",[29,510,511],{"id":511},"来源",[62,513,514,522,529,536],{},[65,515,516,517],{},"官网：",[484,518,519],{"href":519,"rel":520},"https:\u002F\u002Fcline.bot",[521],"nofollow",[65,523,524,525],{},"GitHub：",[484,526,527],{"href":527,"rel":528},"https:\u002F\u002Fgithub.com\u002Fcline\u002Fcline",[521],[65,530,531,532],{},"Roo Code vs Cline（Serenities AI 2026）：",[484,533,534],{"href":534,"rel":535},"https:\u002F\u002Fserenitiesai.com\u002Farticles\u002Froo-code-vs-cline-ai-coding-2026",[521],[65,537,538,539],{},"Roo Code vs Cline（Qodo 2025-12）：",[484,540,541],{"href":541,"rel":542},"https:\u002F\u002Fwww.qodo.ai\u002Fblog\u002Froo-code-vs-cline",[521],[175,544,545],{},[41,546,547,548,552],{},"本卡片由 AIHO 编辑部根据以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[484,549,551],{"href":550},"mailto:hello@aiho.net","反馈邮箱"," 反馈更新。",{"title":258,"searchDepth":554,"depth":554,"links":555},3,[556,558,559,560,565,566,567,568,569,570],{"id":31,"depth":557,"text":32},2,{"id":57,"depth":557,"text":57},{"id":98,"depth":557,"text":98},{"id":172,"depth":557,"text":173,"children":561},[562,563,564],{"id":183,"depth":554,"text":184},{"id":227,"depth":554,"text":228},{"id":242,"depth":554,"text":243},{"id":249,"depth":557,"text":250},{"id":263,"depth":557,"text":263},{"id":401,"depth":557,"text":401},{"id":466,"depth":557,"text":467},{"id":477,"depth":557,"text":477},{"id":511,"depth":557,"text":511},"cli",4,"\u002Fimg\u002Ftools\u002Fcline.webp","Cline 真实评测：原名 Claude Dev，Apache-2.0 开源 VS Code 扩展，58k+ stars，社区驱动的 MCP Marketplace；BYOK 模式接任意 LLM，Plan-then-Act 工作流 + 每步审批，安全感是最大卖点。",false,"md",[578,581,584,587,590],{"q":579,"a":580},"Cline 和 Roo Code 什么关系？","Roo Code 是 Cline 的 fork。两者共享祖宗 Claude Dev，2024 年分叉后各走各路：Cline 更社区驱动（MCP Marketplace 是社区维护），Roo Code 更产品驱动（自带 Cloud Agents、团队 Policy）。两个都 Apache-2.0，可同时装。",{"q":582,"a":583},"Cline 必须用 Claude 吗？","不必。BYOK 设计，OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek API 都能配。默认推荐 Claude Sonnet 4.6（autonomous coding 准确率最高），成本敏感场景上 DeepSeek V4 Pro（输入 $0.435 \u002F 输出 $0.87 per 1M token）。",{"q":585,"a":586},"Plan-then-Act 是什么？","Cline 接到任务后先 plan（列出要改的文件 + 命令 + 浏览器操作），再 act（每步执行前要你点 approve）。和 Cursor Composer 的 Accept All 不同——Cline 默认更谨慎，更适合不熟悉的代码库。",{"q":588,"a":589},"MCP Marketplace 是什么？","Cline 自带的 MCP server 市集，社区维护。装 server 后 AI 就能调那个外部工具（比如 Postgres \u002F Notion \u002F Stripe \u002F 自建 API）。截至 2026 已有数百个 MCP server。",{"q":591,"a":592},"国内能用吗？","插件本身没限制。模型 API 走国内厂商（DeepSeek \u002F Qwen \u002F Doubao）直连无需代理，走 Claude \u002F OpenAI 需稳定代理。",[594,595],"zh","en",{},[598,599,600,601,602],"claude-sonnet-4.6","claude-opus-4.6","deepseek-v3","qwen-coder","gpt-5",true,[605,606,607],"嫌弃配置的人（API key、模型、参数都要自己设）","需要 GUI 多文件 Composer 体验的人（Cline 更线性）","想要订阅制（每月固定成本）的人","\u002Ftools\u002Fcoding\u002Fcli\u002Fcline","coding",[611,612,613],"windows","macos","linux",[615,619,624],{"plan":125,"price":128,"limit":616,"cn_pay":617,"note":618},"Apache-2.0 开源，VS Code Marketplace 安装","—","0 厂商抽成",{"plan":620,"price":139,"limit":621,"cn_pay":622,"note":623},"BYOK 模式","接 OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek 等","看 API 厂商","完全自主成本",{"plan":147,"price":625,"limit":153,"cn_pay":617,"note":626},"$30\u002F用户\u002F月起（询价）","企业合规档","插件免费 \u002F BYOK 按 API 计费 \u002F Cline Teams 含 SSO+RBAC","2026-06-18",[630,631],"ai-coding\u002Fcline-vs-roo-code","ai-coding\u002Fbyok-cost-optimization",[633,634,635],"aider-deep-review","claude-code-deep-review","cline-deep-review",{"power":572,"ux":572,"price":637,"cn_support":572,"stability":572},5,{"title":12,"description":574},"coding\u002Fcli\u002Fcline",[641,643,645,647],{"title":642,"url":527},"Cline GitHub",{"title":644,"url":519},"Cline 官网",{"title":646,"url":534},"Roo Code vs Cline（Serenities AI 2026）",{"title":648,"url":541},"Roo Code vs Cline（Qodo 2025-12）","tools\u002Fcoding\u002Fcli\u002Fcline",[651,652,653,654,655],"BYOK 派（用 DeepSeek \u002F Qwen \u002F 自部署模型压成本）","对 AI 自主性紧张的人（每步审批模式可见性强）","需要 MCP 生态扩展（GitHub \u002F Database \u002F Slack 等）","VS Code 用户（不想换编辑器）","企业合规场景（开源 + 可审计）","VS Code 里的开源 AI Agent 插件，BYOK + MCP Marketplace",[658,659,660,661,662,663],"agent","vscode-plugin","opensource","byok","mcp-marketplace","plan-act","2026-06-24","BYOK 派的标杆。装在 VS Code 里、连任意 API、每步审批、行为可控、MCP 生态最大；适合谨慎派、企业合规场景，以及想用 DeepSeek \u002F Qwen 压成本的人。","KXdEfWj60UYHiZ2vqbySPVtPdjM3iDBJDAjEXDDYoUE",{"id":668,"title":277,"alternatives":669,"api_compatible":9,"body":672,"category":571,"chinese_friendly":554,"cover":1230,"description":1231,"domestic":575,"extension":576,"faq":1232,"free":575,"github":9,"languages":1245,"lastVerified":9,"meta":1246,"models":9,"navigation":603,"notSuitable":9,"opensource":603,"path":1247,"pillar":609,"platforms":1248,"priceTable":1251,"pricing":1269,"published":1270,"relatedPlaybooks":1271,"relatedReviews":9,"score":1273,"self_host":603,"seo":1274,"seoTitle":9,"slug":14,"sources":1275,"stem":1286,"suitable":9,"tagline":1287,"tags":1288,"updated":664,"verdict":1293,"website":1294,"__hash__":1295},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code.md",[639,670,671,17],"coding\u002Fagent\u002Fcontinue","coding\u002Fagent\u002Fopenhands",{"type":26,"value":673,"toc":1218},[674,676,679,682,685,754,756,782,787,791,796,819,824,847,850,879,882,1067,1070,1123,1125,1154,1156,1181,1183],[29,675,32],{"id":31},[41,677,678],{},"Roo Code 是 Cline 早期 fork 出来走 power-user 路线的 VS Code 智能体——Apache 2.0 + BYOK + 每周多次发布 + 多模式（Code \u002F Architect \u002F Ask \u002F Debug）+ Boomerang Tasks 并行 sub-agent + 自定义 Modes + Auto-Approve。GitHub 23.8K Star、1.55M VS Code 安装、300+ 活跃贡献者。OSS 完全免费（你自付 LLM tokens），Cloud Team $99\u002F月 加团队策略 + remote agents。",[41,680,681],{},"适合：想要 Cursor-style 自治 + 完全透明 + 无供应商锁定的 solo \u002F 小团队；多步重构 \u002F 多文件改动用 Boomerang Tasks 混合模型省 token；偏好开源 + 本地 Ollama 隐私。不适合：要严格 human-in-the-loop（Cline 的 Plan\u002FAct 更稳）；要 JetBrains 原生（Cline 有，Roo 只有实验桥接）；不想配模型 \u002F 不想看 prompt（Cursor \u002F Copilot 更省心）。",[29,683,684],{"id":684},"核心能力",[62,686,687,693,699,705,711,717,722,728,734,742,748],{},[65,688,689,692],{},[44,690,691],{},"Agentic Loop","：Thought → Plan → Act → Observe 递归循环，错了自动读 stderr + 重试",[65,694,695,698],{},[44,696,697],{},"多模式","：Code（写代码）\u002F Architect（设计）\u002F Ask（解释）\u002F Debug（修问题），可在 sub-task 切换",[65,700,701,704],{},[44,702,703],{},"Boomerang Tasks","：主任务派发 sub-task 到不同 mode + 不同模型，并行 \u002F 串行混合",[65,706,707,710],{},[44,708,709],{},"Custom Modes","：自定义 system prompt + 工具集 + 模型，团队级共享",[65,712,713,716],{},[44,714,715],{},"Auto-Approve","：连续执行不打断（高风险 → 配白名单）",[65,718,719,721],{},[44,720,136],{},"：Anthropic \u002F OpenAI \u002F Google \u002F DeepSeek \u002F xAI \u002F Mistral \u002F OpenRouter \u002F Ollama 本地",[65,723,724,727],{},[44,725,726],{},"完整透明","：每步 prompt \u002F cost \u002F context usage 可见",[65,729,730,733],{},[44,731,732],{},"MCP 支持","：继承 Cline MCP 协议，工具 \u002F 数据源 \u002F 自定义服务器",[65,735,736,741],{},[44,737,738],{},[198,739,740],{},".rooignore","：限制 AI 可见文件，敏感目录可排除",[65,743,744,747],{},[44,745,746],{},"本地优先","：Ollama \u002F vLLM 局域网模型，air-gapped 可用",[65,749,750,753],{},[44,751,752],{},"Cloud","：task 存储 + 协作 + remote agent + 团队策略",[29,755,98],{"id":98},[62,757,758,764,770,776],{},[65,759,760,763],{},[44,761,762],{},"OSS","：$0（Apache 2.0）；你自付 LLM API",[65,765,766,769],{},[44,767,768],{},"Cloud Free","：$0 + 云端基础",[65,771,772,775],{},[44,773,774],{},"Cloud Team","：$99\u002F月 + remote agents + 团队治理",[65,777,778,781],{},[44,779,780],{},"Enterprise","：Custom + SSO + 审计 + 私有部署",[175,783,784],{},[41,785,786],{},"实际成本 = 0（OSS）+ LLM 调用费。Boomerang 混合模型策略下，月度账单可比单跑 Claude Opus 省 50–70%。",[29,788,790],{"id":789},"实测solo-5-人小团队-typescript-全栈","实测（solo + 5 人小团队 \u002F TypeScript 全栈）",[41,792,793],{},[44,794,795],{},"亮点：",[62,797,798,801,804,807,813,816],{},[65,799,800],{},"每周多次发布，新特性来得快，社区驱动感强",[65,802,803],{},"Boomerang Tasks 重构整目录时效率拉满：Architect Opus 出方案 → Code DeepSeek 实现 → Debug Sonnet 验",[65,805,806],{},"自定义 Modes 把团队风格固化，新人接手新仓库 30 分钟上手",[65,808,809,810,812],{},"Auto-Approve + ",[198,811,740],{}," 配好后 80% 任务零打断",[65,814,815],{},"BYOK 透明度极高：每个 prompt \u002F cost \u002F context 都可看，比 Cursor 黑盒强",[65,817,818],{},"Ollama + Qwen2.5 Coder 本地跑离线场景 OK",[41,820,821],{},[44,822,823],{},"踩坑：",[62,825,826,829,832,835,838,841,844],{},[65,827,828],{},"每周快速发布 = 偶发回归，生产仓库别盲跟 latest",[65,830,831],{},"Auto-Approve 不配白名单可能误删 \u002F 误覆盖（必须先 commit）",[65,833,834],{},"多模式切换初学者会 confused，文档要花时间读",[65,836,837],{},"JetBrains 只有实验桥接（要 JetBrains 原生用 Cline）",[65,839,840],{},"模型 BYOK 配置门槛比 Cursor 高",[65,842,843],{},"Boomerang 并行多 sub-agent 时 token 烧得快，要监控",[65,845,846],{},"中文 prompt 表现尚可但 system prompt 仍英文最佳",[29,848,849],{"id":849},"上手",[186,851,852,858,861,864,870,876],{},[65,853,854,855,857],{},"VS Code → Extensions → 搜 ",[198,856,277],{}," 安装",[65,859,860],{},"设置 → Provider → 添加 Anthropic \u002F OpenAI \u002F Google \u002F OpenRouter \u002F Ollama API Key",[65,862,863],{},"选默认 Mode（Code）→ 在侧边栏对话框写需求",[65,865,866,867,869],{},"启用 Auto-Approve（先 commit！）+ 配 ",[198,868,740],{}," 限制范围",[65,871,872,873],{},"多步任务用 Boomerang：在 prompt 写 ",[198,874,875],{},"start a subtask in architect mode to plan, then code mode to implement",[65,877,878],{},"团队：上 Cloud Team → 共享 Custom Modes + remote agents",[29,880,881],{"id":881},"对比",[100,883,884,899],{},[103,885,886],{},[106,887,888,890,892,894,896],{},[109,889,272],{},[109,891,277],{},[109,893,12],{},[109,895,280],{},[109,897,898],{},"Continue",[118,900,901,916,933,949,966,981,996,1011,1027,1040,1053],{},[106,902,903,906,909,911,914],{},[123,904,905],{},"协议",[123,907,908],{},"Apache 2.0",[123,910,908],{},[123,912,913],{},"商业",[123,915,908],{},[106,917,918,921,924,927,930],{},[123,919,920],{},"GitHub Star",[123,922,923],{},"23.8K",[123,925,926],{},"57.9K",[123,928,929],{},"–",[123,931,932],{},"19K+",[106,934,935,938,941,944,946],{},[123,936,937],{},"安装量",[123,939,940],{},"1.55M VS Code",[123,942,943],{},"4M+ VS+JB",[123,945,929],{},[123,947,948],{},"高",[106,950,951,954,957,960,963],{},[123,952,953],{},"架构",[123,955,956],{},"多模式 + Boomerang",[123,958,959],{},"Plan\u002FAct 两阶段",[123,961,962],{},"内置 IDE",[123,964,965],{},"Chat + Edit",[106,967,968,971,974,976,979],{},[123,969,970],{},"多 agent",[123,972,973],{},"✅ Boomerang",[123,975,329],{},[123,977,978],{},"✅ Composer",[123,980,329],{},[106,982,983,986,988,990,993],{},[123,984,985],{},"自定义 Modes",[123,987,321],{},[123,989,329],{},[123,991,992],{},"Cursor Rules",[123,994,995],{},"Slash Commands",[106,997,998,1001,1004,1007,1009],{},[123,999,1000],{},"JetBrains",[123,1002,1003],{},"实验桥接",[123,1005,1006],{},"✅ 原生",[123,1008,329],{},[123,1010,321],{},[106,1012,1013,1016,1019,1022,1025],{},[123,1014,1015],{},"发布节奏",[123,1017,1018],{},"每周多次",[123,1020,1021],{},"月级稳定",[123,1023,1024],{},"月级",[123,1026,1024],{},[106,1028,1029,1031,1033,1036,1038],{},[123,1030,715],{},[123,1032,321],{},[123,1034,1035],{},"可选",[123,1037,321],{},[123,1039,929],{},[106,1041,1042,1044,1047,1049,1051],{},[123,1043,136],{},[123,1045,1046],{},"✅ 完全",[123,1048,1046],{},[123,1050,326],{},[123,1052,321],{},[106,1054,1055,1057,1060,1063,1065],{},[123,1056,81],{},[123,1058,1059],{},"✅ 继承",[123,1061,1062],{},"✅ 一等",[123,1064,321],{},[123,1066,321],{},[29,1068,1069],{"id":1069},"避坑",[62,1071,1072,1078,1087,1093,1099,1105,1111,1117],{},[65,1073,1074,1077],{},[44,1075,1076],{},"快速发布回归风险","：生产仓库别用 latest，pin 一个稳定版本季度升级",[65,1079,1080,1083,1084,1086],{},[44,1081,1082],{},"Auto-Approve 必白名单","：",[198,1085,740],{}," + git clean 状态 + commit 习惯 = 三道防线",[65,1088,1089,1092],{},[44,1090,1091],{},"Boomerang token 失控","：sub-agent 并行烧得快，月预算告警",[65,1094,1095,1098],{},[44,1096,1097],{},"多模式学习成本","：先用 Code 一种跑顺再加 Architect\u002FDebug",[65,1100,1101,1104],{},[44,1102,1103],{},"MCP 服务器质量参差","：装第三方 server 看 review + 沙盒",[65,1106,1107,1110],{},[44,1108,1109],{},"shell 工具权限","：危险命令（rm -rf \u002F dd）要在 settings 里拉黑",[65,1112,1113,1116],{},[44,1114,1115],{},"JetBrains 用户","：要原生体验请走 Cline；实验桥接稳定性还在演进",[65,1118,1119,1122],{},[44,1120,1121],{},"中文场景","：system prompt + custom modes 用英文写效果最好",[29,1124,467],{"id":466},[62,1126,1127,1130,1133,1136,1139,1142,1145,1148,1151],{},[65,1128,1129],{},"✅ Power user \u002F 想跟最新特性的开发者",[65,1131,1132],{},"✅ solo \u002F 小团队 + 多模型混合 + 省 token",[65,1134,1135],{},"✅ 多步重构 \u002F 多文件改动（Boomerang）",[65,1137,1138],{},"✅ 完全透明 + 无供应商锁定",[65,1140,1141],{},"✅ Ollama 本地 \u002F air-gapped 场景",[65,1143,1144],{},"❌ 严格 human-in-the-loop \u002F 受监管行业（Cline）",[65,1146,1147],{},"❌ JetBrains 原生需求（Cline）",[65,1149,1150],{},"❌ 不想配模型 \u002F 不想看 prompt（Cursor \u002F Copilot）",[65,1152,1153],{},"❌ 完全稳定 LTS 需求（每周快速发布）",[29,1155,477],{"id":477},[62,1157,1158,1163,1169,1175],{},[65,1159,1160],{},[484,1161,1162],{"href":608},"Cline 评测",[65,1164,1165],{},[484,1166,1168],{"href":1167},"\u002Ftools\u002Fcoding\u002Fcli\u002Fcontinue","Continue 评测",[65,1170,1171],{},[484,1172,1174],{"href":1173},"\u002Ftools\u002Fcoding\u002Fcli\u002Fopenhands","OpenHands 评测",[65,1176,1177],{},[484,1178,1180],{"href":1179},"\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","Cursor 评测",[29,1182,511],{"id":511},[186,1184,1185,1192,1199,1205,1211],{},[65,1186,1187,1188],{},"DevRadar — Roo Code Review 2026（BYOK \u002F Agentic Loop \u002F 模型矩阵）",[484,1189,1190],{"href":1190,"rel":1191},"https:\u002F\u002Fdevradar-dev.github.io\u002Fopen-research\u002Fai-tools\u002Froo-code",[521],[65,1193,1194,1195],{},"RockB — Cline vs Roo Code 2026（Star \u002F 安装 \u002F 多模式架构）",[484,1196,1197],{"href":1197,"rel":1198},"https:\u002F\u002Fbaeseokjae.github.io\u002Fposts\u002Fcline-vs-roo-code-2026",[521],[65,1200,1201,1202],{},"Serenities AI — Roo Code vs Cline 2026（社区 vs 产品路线）",[484,1203,534],{"href":534,"rel":1204},[521],[65,1206,1207,1208],{},"Qodo Blog — Roo Code vs Cline（企业治理视角）",[484,1209,541],{"href":541,"rel":1210},[521],[65,1212,1213,1214],{},"LLMReference — Roo Code Model Compatibility Matrix ",[484,1215,1216],{"href":1216,"rel":1217},"https:\u002F\u002Fwww.llmreference.com\u002Fagents\u002Froo-code",[521],{"title":258,"searchDepth":554,"depth":554,"links":1219},[1220,1221,1222,1223,1224,1225,1226,1227,1228,1229],{"id":31,"depth":557,"text":32},{"id":684,"depth":557,"text":684},{"id":98,"depth":557,"text":98},{"id":789,"depth":557,"text":790},{"id":849,"depth":557,"text":849},{"id":881,"depth":557,"text":881},{"id":1069,"depth":557,"text":1069},{"id":466,"depth":557,"text":467},{"id":477,"depth":557,"text":477},{"id":511,"depth":557,"text":511},"\u002Fimg\u002Ftools\u002Froo-code.webp","Roo Code 真实评测：从 Cline fork 出来的 power-user 路线 VS Code AI 智能体（Apache 2.0、TypeScript）。多模式（Code\u002FArchitect\u002FAsk\u002FDebug）+ Boomerang Tasks 并行 sub-agent + 自定义 Modes + Auto-Approve + BYOK（Claude \u002F GPT \u002F Gemini \u002F DeepSeek \u002F Ollama）。GitHub 23.8K Star、1.55M VS Code 安装，2026-03 300+ active 贡献者。Cloud Free \u002F Team $99\u002F月 加云端 + 团队策略。",[1233,1236,1239,1242],{"q":1234,"a":1235},"Roo Code 和 Cline 的核心区别？","都是 Apache 2.0 BYOK VS Code 智能体，Roo Code 是 Cline 早期 fork。Cline 走 Plan\u002FAct 两阶段 + step-by-step approval，规模 57.9K Star \u002F 4M+ 安装（含 JetBrains 原生）。Roo Code 走多模式（Code\u002FArchitect\u002FAsk\u002FDebug）+ Boomerang Tasks 并行 sub-agent + 自定义 Modes，每周多次发布，规模 23.8K Star \u002F 1.55M VS Code 安装、JetBrains 实验桥接。受监管 \u002F 强人审批用 Cline；solo \u002F 小团队 + 想跑并行多步走 Roo。",{"q":1237,"a":1238},"Boomerang Tasks 是什么？","Roo Code 的多 agent orchestration：主任务可派发 sub-task 到不同 mode（如 Architect 设计 → Code 实现 → Debug 验证），每个 sub-task 用不同模型（贵模型规划 + 便宜模型实现），结果回传主任务。在重构 \u002F 多文件改动里能把 Claude Opus + DeepSeek 混搭省 60% token 成本。",{"q":1240,"a":1241},"BYOK 支持哪些模型？","Anthropic（Claude Sonnet\u002FOpus 4.6，1M context via Vertex）、OpenAI（GPT-5.4 \u002F o1 \u002F Codex Max）、Google（Gemini 2.5 Pro \u002F Flash，2M context）、DeepSeek（V4 Pro \u002F R1，1M context）、本地 Ollama（Llama 3 \u002F Qwen 2.5）、xAI \u002F Mistral \u002F Groq \u002F OpenRouter 聚合。完全 BYOK，零供应商锁定。",{"q":1243,"a":1244},"Auto-Approve 安全吗？","Auto-Approve 让 Roo 不停人手批准连续执行——效率高但有 prompt injection \u002F 误删风险。建议：(1) 只在 git 工作区干净时开；(2) 限制文件 \u002F 命令白名单（`.rooignore` + Auto-Approve 规则）；(3) 不要给 shell 全自动权限；(4) 用前先 commit。受监管 \u002F 生产代码强烈建议保持手动审批。",[595,594],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code",[1249,1250],"vscode","cloud",[1252,1257,1261,1265],{"plan":1253,"price":1254,"features":1255,"notes":1256},"Roo Code OSS","$0（Apache 2.0）","VS Code 扩展 + 多模式 + 自定义 Modes + Boomerang Tasks + Auto-Approve + BYOK + Ollama 本地","你自付 LLM API tokens",{"plan":768,"price":1258,"features":1259,"notes":1260},"$0","云端 task 存储 + 协作基础 + remote agent 入门","试水云端能力",{"plan":774,"price":1262,"features":1263,"notes":1264},"$99\u002F月","团队策略 + remote agents + 跨成员共享 modes + 治理","5+ 人小团队",{"plan":780,"price":1266,"features":1267,"notes":1268},"Custom","SSO\u002FSAML + 审计 + 私有部署 + SLA","联系销售","Apache 2.0 OSS 免费（自付 LLM tokens）+ Cloud Free \u002F Team $99\u002F月 \u002F Enterprise 定制","2026-06-19",[1272],"onboarding\u002Fcline-getting-started",{"power":637,"ux":572,"price":637,"cn_support":554,"stability":572},{"title":277,"description":1231},[1276,1278,1280,1282,1284],{"name":1277,"url":1190,"accessed":664},"DevRadar — Roo Code Review 2026 (BYOK \u002F Agentic Loop)",{"name":1279,"url":1197,"accessed":664},"RockB — Cline vs Roo Code 2026 (架构 \u002F Stars \u002F 多模式)",{"name":1281,"url":534,"accessed":664},"Serenities AI — Roo Code vs Cline 2026",{"name":1283,"url":541,"accessed":664},"Qodo Blog — Roo Code vs Cline (企业治理对比)",{"name":1285,"url":1216,"accessed":664},"LLMReference — Roo Code Model Compatibility","tools\u002Fcoding\u002Fcli\u002Froo-code","Cline fork 的 power user VS Code 智能体——多模式 + Boomerang Tasks + BYOK，每周多次发布",[1249,658,661,660,1289,1290,1291,1292],"apache2","mcp","multi-agent","fork","想要 Cline 的开源透明 + 更激进新特性的 power user 首选。要严格 human-in-the-loop + JetBrains 走 Cline；要团队策略 + 云端协作走 Roo Cloud Team；要纯 IDE 集成 + 不折腾走 Cursor \u002F Copilot。","https:\u002F\u002Froocode.com","1uLWBseaC0GJ5BpO_zm5PAIbCgWdge2XxphcIOhprZY",1784565441356]