[{"data":1,"prerenderedAt":11961},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"tool-tools\u002Fcoding\u002Fcli\u002Fopencode":9,"tool-stats-coding\u002Fcli\u002Fopencode":1221,"cat-rank-coding-cli":1223,"tool-related-coding\u002Fcli\u002Fopencode":9825,"tool-alts-coding\u002Fcli\u002Fopencode":9826,"tool-reviews-coding\u002Fcli\u002Fopencode":11960},{"tools":4,"reviews":5},77,25,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,13,{"id":10,"title":11,"alternatives":12,"api_compatible":16,"body":22,"category":1144,"chinese_friendly":112,"cover":1145,"description":1146,"domestic":1147,"extension":1148,"faq":1149,"free":1147,"github":341,"languages":1150,"meta":1152,"models":1153,"navigation":387,"notSuitable":1160,"opensource":387,"path":1165,"pillar":1166,"platforms":1167,"priceTable":1171,"pricing":1188,"published":1189,"relatedPlaybooks":1149,"relatedReviews":1149,"score":1190,"self_host":387,"seo":1191,"seoTitle":1192,"slug":1193,"sources":1194,"stem":1205,"suitable":1206,"tagline":1212,"tags":1213,"updated":1189,"verdict":1219,"website":1083,"__hash__":1220},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fopencode.md","OpenCode",[13,14,15],"coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Faider",[17,18,19,20,21],"anthropic","openai","google","openrouter","ollama",{"type":23,"value":24,"toc":1123},"minimark",[25,30,56,62,65,70,78,121,124,131,135,142,182,189,305,312,316,319,332,336,346,349,352,356,530,533,547,554,556,566,569,576,654,657,664,666,698,701,736,739,918,924,938,943,964,968,974,984,990,996,1002,1008,1011,1073,1076,1112,1119],[26,27,29],"h2",{"id":28},"tldr","TL;DR",[31,32,37,45],"div",{"className":33},[34,35,36],"card","p-5","my-4",[38,39,40,44],"p",{},[41,42,43],"strong",{},"一句话："," OpenCode 是一款完全开源的终端 AI Coding Agent，由 SST 团队用 TypeScript 打造，GitHub 99.8K Star 量级。它把\"终端原生 Agent\"这件事做到了极致——TUI 界面、多会话并行、75+ 模型任意切换、BYOK 完全免费，是 Claude Code 在开源侧最像样的免费平替。",[38,46,47,48,51,52,55],{},"最大价值是 ",[41,49,50],{},"模型自由","——同一个 Agent 内核，今天用 Claude Sonnet 4 跑难活，明天切 GPT-5 跑审查，后天切 DeepSeek-V3 省钱，全靠 API key 切换，不绑定任何订阅。代价是 ",[41,53,54],{},"配置门槛","：多模型路由、provider 配置、本地模型接入都需要手动折腾，稳定性也强依赖你接的 API 质量。",[57,58,59],"blockquote",{},[38,60,61],{},"来源说明：本文基于 opencode.ai 官方文档、GitHub sst\u002Fopencode 仓库、社区评测与第三方对比整理。OpenCode 迭代极快（几乎每周发版），命令和模型支持列表请以最新官方文档为准。",[26,63,64],{"id":64},"核心能力",[66,67,69],"h3",{"id":68},"终端原生-tui多会话并行","终端原生 TUI，多会话并行",[38,71,72,73,77],{},"OpenCode 不是又一个\"AI IDE 插件\"，而是独立的终端程序。装好后在任何项目根目录跑 ",[74,75,76],"code",{},"opencode","，就进入一个全屏的 TUI（终端用户界面）：左侧文件树、中间对话、右侧 diff 预览，所有操作用键盘完成。这套交互对 Vim \u002F Neovim \u002F tmux 用户极度友好——不抢编辑器焦点，开个分屏就能用。",[79,80,85],"pre",{"className":81,"code":82,"language":83,"meta":84,"style":84},"language-bash shiki shiki-themes github-light github-dark","cd your-project\nopencode                       # 进入 TUI 交互模式\n> 把这个 Express 项目迁移到 Fastify，跑通测试再提交\n","bash","",[74,86,87,100,110],{"__ignoreMap":84},[88,89,92,96],"span",{"class":90,"line":91},"line",1,[88,93,95],{"class":94},"sj4cs","cd",[88,97,99],{"class":98},"sZZnC"," your-project\n",[88,101,103,106],{"class":90,"line":102},2,[88,104,76],{"class":105},"sScJk",[88,107,109],{"class":108},"sJ8bj","                       # 进入 TUI 交互模式\n",[88,111,113,117],{"class":90,"line":112},3,[88,114,116],{"class":115},"szBVR",">",[88,118,120],{"class":119},"sVt8B"," 把这个 Express 项目迁移到 Fastify，跑通测试再提交\n",[38,122,123],{},"它会自动：扫描相关文件 → 给出迁移计划 → 等你确认 → 多文件改写 → 跑测试 → 生成 commit message。整个过程你可以在另一个窗口继续写代码，互不干扰。",[38,125,126,127,130],{},"TUI 之外，OpenCode 还支持 ",[41,128,129],{},"多会话并行","——一个终端里同时挂多个独立 agent 会话，每个有自己的 context 和模型配置。典型用法：一个会话用 Claude Sonnet 跑主开发，另一个用 GPT-5 跑代码审查，第三个用 DeepSeek 跑文档生成，互不污染上下文。这是 Claude Code（单会话为主，子代理是隔离派发）之外另一种\"并行\"思路。",[66,132,134],{"id":133},"_75-模型-byok一个-agent-全通吃","75+ 模型 BYOK，一个 Agent 全通吃",[38,136,137,138,141],{},"OpenCode 最硬的能力是 ",[41,139,140],{},"模型中立","。它不绑死任何厂商，通过 provider 配置接入 75+ 模型，包括：",[143,144,145,152,158,164,170,176],"ul",{},[146,147,148,151],"li",{},[41,149,150],{},"Anthropic","：Claude Opus 4 \u002F Sonnet 4 \u002F Haiku 4 全系",[146,153,154,157],{},[41,155,156],{},"OpenAI","：GPT-5 \u002F GPT-4.1 \u002F o 系列推理模型",[146,159,160,163],{},[41,161,162],{},"Google","：Gemini 2.5 Pro \u002F Flash",[146,165,166,169],{},[41,167,168],{},"国产","：DeepSeek-V3、Qwen-Max、GLM-5、Kimi K2",[146,171,172,175],{},[41,173,174],{},"本地","：Ollama、LM Studio 任何 GGUF 模型",[146,177,178,181],{},[41,179,180],{},"中转","：OpenRouter \u002F 火山引擎 \u002F 硅基流动 一个 key 调全部",[38,183,184,185,188],{},"配置写在 ",[74,186,187],{},"opencode.json"," 里，按模型 \u002F 按场景 \u002F 按成本分配：",[79,190,194],{"className":191,"code":192,"language":193,"meta":84,"style":84},"language-json shiki shiki-themes github-light github-dark","{\n  \"models\": {\n    \"hard\": { \"provider\": \"anthropic\", \"model\": \"claude-sonnet-4\" },\n    \"cheap\": { \"provider\": \"deepseek\", \"model\": \"deepseek-v3\" },\n    \"local\": { \"provider\": \"ollama\", \"model\": \"qwen2.5-coder:32b\" }\n  }\n}\n","json",[74,195,196,201,209,240,266,293,299],{"__ignoreMap":84},[88,197,198],{"class":90,"line":91},[88,199,200],{"class":119},"{\n",[88,202,203,206],{"class":90,"line":102},[88,204,205],{"class":94},"  \"models\"",[88,207,208],{"class":119},": {\n",[88,210,211,214,217,220,223,226,229,232,234,237],{"class":90,"line":112},[88,212,213],{"class":94},"    \"hard\"",[88,215,216],{"class":119},": { ",[88,218,219],{"class":94},"\"provider\"",[88,221,222],{"class":119},": ",[88,224,225],{"class":98},"\"anthropic\"",[88,227,228],{"class":119},", ",[88,230,231],{"class":94},"\"model\"",[88,233,222],{"class":119},[88,235,236],{"class":98},"\"claude-sonnet-4\"",[88,238,239],{"class":119}," },\n",[88,241,243,246,248,250,252,255,257,259,261,264],{"class":90,"line":242},4,[88,244,245],{"class":94},"    \"cheap\"",[88,247,216],{"class":119},[88,249,219],{"class":94},[88,251,222],{"class":119},[88,253,254],{"class":98},"\"deepseek\"",[88,256,228],{"class":119},[88,258,231],{"class":94},[88,260,222],{"class":119},[88,262,263],{"class":98},"\"deepseek-v3\"",[88,265,239],{"class":119},[88,267,269,272,274,276,278,281,283,285,287,290],{"class":90,"line":268},5,[88,270,271],{"class":94},"    \"local\"",[88,273,216],{"class":119},[88,275,219],{"class":94},[88,277,222],{"class":119},[88,279,280],{"class":98},"\"ollama\"",[88,282,228],{"class":119},[88,284,231],{"class":94},[88,286,222],{"class":119},[88,288,289],{"class":98},"\"qwen2.5-coder:32b\"",[88,291,292],{"class":119}," }\n",[88,294,296],{"class":90,"line":295},6,[88,297,298],{"class":119},"  }\n",[88,300,302],{"class":90,"line":301},7,[88,303,304],{"class":119},"}\n",[38,306,307,308,311],{},"之后在 TUI 里用 ",[74,309,310],{},"\u002Fmodel hard"," 一键切换。这种\"模型即配置\"的设计，让省钱和跑难活不再冲突——难的活上 Sonnet，简单的活（注释、文档、测试用例）下放给 DeepSeek，单月成本能压到订阅制的零头。",[66,313,315],{"id":314},"agent-工具链文件操作终端执行mcp","Agent 工具链：文件操作、终端执行、MCP",[38,317,318],{},"作为 Agent，OpenCode 内置了完整的工具链：读写文件、执行 shell 命令、跑测试、grep 搜索、git 操作。所有工具调用都在 TUI 里可见可审批，你可以随时打断、回滚。",[38,320,321,322,327,328,331],{},"它同样支持 ",[323,324,326],"a",{"href":325},"\u002Fwiki\u002Fmcp.html","MCP"," 协议——配置 ",[74,329,330],{},".mcp.json"," 后就能在对话里调数据库、调浏览器、调任意 MCP server。这一点和 Claude Code 是同一套生态，迁移成本低。",[66,333,335],{"id":334},"开源-自托管","开源 + 自托管",[38,337,338,339,345],{},"OpenCode 是 ",[323,340,344],{"href":341,"rel":342},"https:\u002F\u002Fgithub.com\u002Fsst\u002Fopencode",[343],"nofollow","MIT 协议开源","，TypeScript 全栈，可读可改可自托管。企业担心数据出墙的，可以自建一套：本地 Ollama 模型 + 本地 MCP server + 内网 git，全程不出公司网络。这是闭源的 Claude Code \u002F Cursor 拿不到的优势。",[38,347,348],{},"社区活跃度是它的隐形护城河——GitHub 99.8K Star、issue 响应快、第三方插件（LSP 集成、自定义工具、模型 adapter）持续涌现。一个开源 Agent 能跑到这个量级，意味着生态可持续。",[26,350,351],{"id":351},"使用体验",[66,353,355],{"id":354},"上手-5-分钟","上手 5 分钟",[79,357,359],{"className":81,"code":358,"language":83,"meta":84,"style":84},"# macOS \u002F Linux\ncurl -fsSL https:\u002F\u002Fopencode.ai\u002Finstall.sh | bash\n\n# Windows PowerShell\nirm https:\u002F\u002Fopencode.ai\u002Finstall.ps1 | iex\n\n# 或 npm 全局安装（需 Node 18+）\nnpm install -g opencode\n\n# 验证\nopencode --version\n\n# 配置 API key（任选其一）\nexport ANTHROPIC_API_KEY=sk-ant-...\nexport OPENAI_API_KEY=sk-...\nexport OPENROUTER_API_KEY=sk-or-...      # 一个 key 调 75+ 模型\n\n# 进项目启动\ncd your-project\nopencode                          # 进入 TUI\n",[74,360,361,366,383,389,394,407,411,416,431,436,442,450,455,460,475,488,504,509,515,522],{"__ignoreMap":84},[88,362,363],{"class":90,"line":91},[88,364,365],{"class":108},"# macOS \u002F Linux\n",[88,367,368,371,374,377,380],{"class":90,"line":102},[88,369,370],{"class":105},"curl",[88,372,373],{"class":94}," -fsSL",[88,375,376],{"class":98}," https:\u002F\u002Fopencode.ai\u002Finstall.sh",[88,378,379],{"class":115}," |",[88,381,382],{"class":105}," bash\n",[88,384,385],{"class":90,"line":112},[88,386,388],{"emptyLinePlaceholder":387},true,"\n",[88,390,391],{"class":90,"line":242},[88,392,393],{"class":108},"# Windows PowerShell\n",[88,395,396,399,402,404],{"class":90,"line":268},[88,397,398],{"class":105},"irm",[88,400,401],{"class":98}," https:\u002F\u002Fopencode.ai\u002Finstall.ps1",[88,403,379],{"class":115},[88,405,406],{"class":105}," iex\n",[88,408,409],{"class":90,"line":295},[88,410,388],{"emptyLinePlaceholder":387},[88,412,413],{"class":90,"line":301},[88,414,415],{"class":108},"# 或 npm 全局安装（需 Node 18+）\n",[88,417,419,422,425,428],{"class":90,"line":418},8,[88,420,421],{"class":105},"npm",[88,423,424],{"class":98}," install",[88,426,427],{"class":94}," -g",[88,429,430],{"class":98}," opencode\n",[88,432,434],{"class":90,"line":433},9,[88,435,388],{"emptyLinePlaceholder":387},[88,437,439],{"class":90,"line":438},10,[88,440,441],{"class":108},"# 验证\n",[88,443,445,447],{"class":90,"line":444},11,[88,446,76],{"class":105},[88,448,449],{"class":94}," --version\n",[88,451,453],{"class":90,"line":452},12,[88,454,388],{"emptyLinePlaceholder":387},[88,456,457],{"class":90,"line":8},[88,458,459],{"class":108},"# 配置 API key（任选其一）\n",[88,461,463,466,469,472],{"class":90,"line":462},14,[88,464,465],{"class":115},"export",[88,467,468],{"class":119}," ANTHROPIC_API_KEY",[88,470,471],{"class":115},"=",[88,473,474],{"class":119},"sk-ant-...\n",[88,476,478,480,483,485],{"class":90,"line":477},15,[88,479,465],{"class":115},[88,481,482],{"class":119}," OPENAI_API_KEY",[88,484,471],{"class":115},[88,486,487],{"class":119},"sk-...\n",[88,489,491,493,496,498,501],{"class":90,"line":490},16,[88,492,465],{"class":115},[88,494,495],{"class":119}," OPENROUTER_API_KEY",[88,497,471],{"class":115},[88,499,500],{"class":119},"sk-or-...      ",[88,502,503],{"class":108},"# 一个 key 调 75+ 模型\n",[88,505,507],{"class":90,"line":506},17,[88,508,388],{"emptyLinePlaceholder":387},[88,510,512],{"class":90,"line":511},18,[88,513,514],{"class":108},"# 进项目启动\n",[88,516,518,520],{"class":90,"line":517},19,[88,519,95],{"class":94},[88,521,99],{"class":98},[88,523,525,527],{"class":90,"line":524},20,[88,526,76],{"class":105},[88,528,529],{"class":108},"                          # 进入 TUI\n",[66,531,532],{"id":532},"日常体感",[38,534,535,536,539,540,542,543,546],{},"实际用下来，OpenCode 的 TUI 体验是开源侧最接近 Claude Code 的。键盘流操作丝滑，diff 实时预览，会话切换比 Claude Code 的 ",[74,537,538],{},"\u002Fresume"," 更直观（直接在侧栏点）。多模型切换是杀手锏：跑一个大 refactor 前先 ",[74,541,310],{}," 上 Sonnet，跑完切 ",[74,544,545],{},"\u002Fmodel cheap"," 让 DeepSeek 补文档，成本可控。",[38,548,549,550,553],{},"但 ",[41,551,552],{},"稳定性是短板","。BYOK 模式下，体验强依赖你接的 API 质量：第三方中转偶尔限流、国产模型长任务容易断、本地模型质量参差。同样一个任务，Claude Code 用官方 API 能稳跑完，OpenCode 接中转可能中途报错重来。社区也承认这一点，正在做重试、断点续跑等加固。",[66,555,54],{"id":54},[38,557,558,559,561,562,565],{},"第一次配 ",[74,560,187],{}," 会有学习成本——provider 字段、base_url、模型映射、工具白名单都要手填。社区有模板可抄，但想用好（比如按场景自动路由模型）还是得读文档。相比之下 Claude Code 的 ",[74,563,564],{},"claude"," 一键启动确实更省心。",[26,567,568],{"id":568},"价格与运行成本",[38,570,571,572,575],{},"OpenCode 本身 ",[41,573,574],{},"完全免费","——开源、无订阅、无增值版。你只为你调用的模型 API 付费（BYOK）。这意味着成本完全可控：",[577,578,579,595],"table",{},[580,581,582],"thead",{},[583,584,585,589,592],"tr",{},[586,587,588],"th",{},"接入方式",[586,590,591],{},"单月成本估算",[586,593,594],{},"适用场景",[596,597,598,610,621,632,643],"tbody",{},[583,599,600,604,607],{},[601,602,603],"td",{},"DeepSeek-V3（国产）",[601,605,606],{},"¥20-100",[601,608,609],{},"日常编码，性价比之王",[583,611,612,615,618],{},[601,613,614],{},"Claude Sonnet 4（直连）",[601,616,617],{},"$50-300",[601,619,620],{},"跑难活，最接近 Claude Code 体验",[583,622,623,626,629],{},[601,624,625],{},"OpenRouter 中转",[601,627,628],{},"$10-100",[601,630,631],{},"一个 key 切多模型",[583,633,634,637,640],{},[601,635,636],{},"本地 Ollama",[601,638,639],{},"¥0（电费）",[601,641,642],{},"隐私 \u002F 离线 \u002F 实验",[583,644,645,648,651],{},[601,646,647],{},"GPT-5（直连）",[601,649,650],{},"$30-200",[601,652,653],{},"代码审查、推理任务",[38,655,656],{},"对比 Claude Code Max $200\u002F月：用 OpenCode + DeepSeek，同样强度的编码量，单月可能只要 ¥50。这就是开源 + BYOK 的红利——你为用量付费，不为订阅定额买单。",[38,658,659,660,663],{},"但要注意 ",[41,661,662],{},"隐性成本","：多模型配置的时间、调试中转稳定性的精力、偶尔重跑任务的 token 浪费。对这些\"折腾税\"敏感的，订阅制反而更省心。",[26,665,594],{"id":594},[143,667,668,674,680,686,692],{},[146,669,670,673],{},[41,671,672],{},"预算敏感的个人开发者","：想用 Agent 但不想每月 $20+，OpenCode + DeepSeek 是最经济解",[146,675,676,679],{},[41,677,678],{},"模型自由爱好者","：想同时对比 Claude \u002F GPT \u002F DeepSeek \u002F 本地模型在同一个 Agent 里的表现",[146,681,682,685],{},[41,683,684],{},"Vim \u002F Neovim \u002F tmux 重度用户","：终端原生 TUI，不破坏既有工作流",[146,687,688,691],{},[41,689,690],{},"需要自托管 \u002F 隐私的团队","：MIT 开源 + 本地模型，数据不出内网",[146,693,694,697],{},[41,695,696],{},"Claude Code 想找平替","：交互逻辑接近，迁移成本低，省下订阅费",[26,699,700],{"id":700},"不适用场景",[143,702,703,712,718,724,730],{},[146,704,705,708,709,711],{},[41,706,707],{},"零配置开箱即用","：多模型路由要折腾 ",[74,710,187],{},"，新手劝退",[146,713,714,717],{},[41,715,716],{},"企业级稳定性 SLA","：开源项目无承诺，中转 \u002F 国产模型偶发抖动",[146,719,720,723],{},[41,721,722],{},"IDE 内 inline 补全","：OpenCode 是 Agent 不是补全器，要 Tab 补全去 Cursor \u002F Copilot",[146,725,726,729],{},[41,727,728],{},"纯 Windows 原生","：TUI 在 Windows Terminal 可用，但部分功能建议 WSL",[146,731,732,735],{},[41,733,734],{},"不碰终端的用户","：这是 CLI 工具，全程命令行交互",[26,737,738],{"id":738},"与同类怎么选",[577,740,741,768],{},[580,742,743],{},[583,744,745,748,750,756,762],{},[586,746,747],{},"维度",[586,749,11],{},[586,751,752],{},[323,753,755],{"href":754},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[586,757,758],{},[323,759,761],{"href":760},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[586,763,764],{},[323,765,767],{"href":766},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[596,769,770,785,802,818,833,846,860,873,888,904],{},[583,771,772,775,778,781,783],{},[601,773,774],{},"形态",[601,776,777],{},"CLI（TUI）",[601,779,780],{},"CLI",[601,782,780],{},[601,784,780],{},[583,786,787,790,793,796,799],{},[601,788,789],{},"开源",[601,791,792],{},"✅ MIT",[601,794,795],{},"❌",[601,797,798],{},"✅",[601,800,801],{},"✅ Apache",[583,803,804,806,809,812,815],{},[601,805,50],{},[601,807,808],{},"★★★★★ 75+",[601,810,811],{},"★☆☆☆☆ 仅 Claude",[601,813,814],{},"★★★★☆ OpenAI 系",[601,816,817],{},"★★★★★",[583,819,820,823,826,828,830],{},[601,821,822],{},"长任务能力",[601,824,825],{},"★★★★☆",[601,827,817],{},[601,829,825],{},[601,831,832],{},"★★★☆☆",[583,834,835,838,840,842,844],{},[601,836,837],{},"TUI 体验",[601,839,817],{},[601,841,825],{},[601,843,832],{},[601,845,832],{},[583,847,848,850,852,855,858],{},[601,849,129],{},[601,851,798],{},[601,853,854],{},"子代理",[601,856,857],{},"⚠️ 有限",[601,859,795],{},[583,861,862,865,867,869,871],{},[601,863,864],{},"MCP 支持",[601,866,825],{},[601,868,817],{},[601,870,832],{},[601,872,795],{},[583,874,875,878,881,884,886],{},[601,876,877],{},"价格",[601,879,880],{},"免费（BYOK）",[601,882,883],{},"$20-$200\u002F月",[601,885,883],{},[601,887,880],{},[583,889,890,893,896,899,901],{},[601,891,892],{},"国内门槛",[601,894,895],{},"低（国产模型）",[601,897,898],{},"高",[601,900,898],{},[601,902,903],{},"低",[583,905,906,909,912,914,916],{},[601,907,908],{},"稳定性",[601,910,911],{},"★★★☆☆ 依赖 API",[601,913,825],{},[601,915,825],{},[601,917,825],{},[38,919,920,923],{},[41,921,922],{},"选 OpenCode 如果你","：",[143,925,926,929,932,935],{},[146,927,928],{},"想用 Claude Code 的体验但不想付订阅",[146,930,931],{},"需要在多个模型间灵活切换（省钱 \u002F 跑难活 \u002F 隐私）",[146,933,934],{},"是 Vim \u002F 终端重度用户，不想装 IDE",[146,936,937],{},"团队要自托管，数据不出墙",[38,939,940,923],{},[41,941,942],{},"别选 OpenCode 如果你",[143,944,945,948,961],{},[146,946,947],{},"要开箱即用、零配置（去 Claude Code \u002F Cursor）",[146,949,950,951,955,956,960],{},"要 IDE 内 inline 补全（去 ",[323,952,954],{"href":953},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor"," \u002F ",[323,957,959],{"href":958},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","Copilot","）",[146,962,963],{},"企业要求稳定 SLA（开源 + BYOK 抖动难避免）",[26,965,967],{"id":966},"faq","FAQ",[38,969,970,973],{},[41,971,972],{},"Q：OpenCode 真的完全免费吗？","\nA：工具本身免费开源（MIT）。但调模型 API 要花钱——除非你只用本地 Ollama 模型。所谓\"免费\"指的是不收订阅费，BYOK 模式下你为 token 买单。",[38,975,976,979,980,983],{},[41,977,978],{},"Q：和 Claude Code 比，差在哪？","\nA：长任务稳定性、上下文管理（Claude Code 的 ",[74,981,982],{},"\u002Fcompact"," 更成熟）、官方模型深度调优。OpenCode 胜在模型自由和免费。简单说：要稳选 Claude Code，要省和自由选 OpenCode。",[38,985,986,989],{},[41,987,988],{},"Q：国内怎么用最省心？","\nA：用 OpenRouter 一个 key 调全部模型（支持支付宝），或直接接 DeepSeek \u002F Qwen 国产模型。网络压力小，成本最低。",[38,991,992,995],{},[41,993,994],{},"Q：能接本地模型吗？","\nA：能。Ollama \u002F LM Studio 跑 GGUF 模型，OpenCode 通过 OpenAI 兼容接口接入。完全离线可用，适合隐私场景。",[38,997,998,1001],{},[41,999,1000],{},"Q：OpenCode 和 Aider 都是开源 CLI，区别？","\nA：Aider 更老牌、更轻量，专注\"每改即 commit\"的 git 流；OpenCode 更现代，TUI 体验和多会话并行更强，模型生态更广。要轻量选 Aider，要体验选 OpenCode。",[38,1003,1004,1007],{},[41,1005,1006],{},"Q：会取代 Claude Code 吗？","\nA：对预算敏感、爱折腾的用户，是的。对要稳定 + 长任务 + 不差钱的，Claude Code 仍是最优解。两者更像互补——OpenCode 日常省钱，Claude Code 跑关键大活。",[26,1009,1010],{"id":1010},"相关阅读",[143,1012,1013,1026,1043,1062],{},[146,1014,1015,1016,955,1018,955,1020,955,1022],{},"同类对比：",[323,1017,755],{"href":754},[323,1019,761],{"href":760},[323,1021,767],{"href":766},[323,1023,1025],{"href":1024},"\u002Fcoding\u002Fcli\u002Fgemini-cli.html","Gemini CLI",[146,1027,1028,1029,955,1033,955,1035,955,1039],{},"概念：",[323,1030,1032],{"href":1031},"\u002Fwiki\u002Fai-agent.html","AI Agent",[323,1034,326],{"href":325},[323,1036,1038],{"href":1037},"\u002Fwiki\u002Fbyok.html","BYOK",[323,1040,1042],{"href":1041},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[146,1044,1045,1046,955,1050,955,1054,955,1058],{},"模型：",[323,1047,1049],{"href":1048},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[323,1051,1053],{"href":1052},"\u002Fmodels\u002Fgpt-5.html","GPT-5",[323,1055,1057],{"href":1056},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[323,1059,1061],{"href":1060},"\u002Fmodels\u002Fqwen-max.html","Qwen-Max",[146,1063,1064,1065,955,1069],{},"进阶：",[323,1066,1068],{"href":1067},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[323,1070,1072],{"href":1071},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[26,1074,1075],{"id":1075},"来源",[143,1077,1078,1085,1092,1098,1105],{},[146,1079,1080,1081],{},"官网：",[323,1082,1083],{"href":1083,"rel":1084},"https:\u002F\u002Fopencode.ai",[343],[146,1086,1087,1088],{},"官方文档：",[323,1089,1090],{"href":1090,"rel":1091},"https:\u002F\u002Fopencode.ai\u002Fdocs",[343],[146,1093,1094,1095],{},"GitHub：",[323,1096,341],{"href":341,"rel":1097},[343],[146,1099,1100,1101],{},"模型支持：",[323,1102,1103],{"href":1103,"rel":1104},"https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fmodels",[343],[146,1106,1107,1108],{},"对比文档：",[323,1109,1110],{"href":1110,"rel":1111},"https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fcomparisons\u002Fclaude-code",[343],[38,1113,1114,1115,1118],{},"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 命令 \u002F 功能与最新官方信息不一致，请通过 ",[323,1116,1117],{"href":1117},"\u002Fsubmit"," 反馈。",[1120,1121,1122],"style",{},"html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}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: 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var(--shiki-dark-text-decoration);}",{"title":84,"searchDepth":112,"depth":112,"links":1124},[1125,1126,1132,1137,1138,1139,1140,1141,1142,1143],{"id":28,"depth":102,"text":29},{"id":64,"depth":102,"text":64,"children":1127},[1128,1129,1130,1131],{"id":68,"depth":112,"text":69},{"id":133,"depth":112,"text":134},{"id":314,"depth":112,"text":315},{"id":334,"depth":112,"text":335},{"id":351,"depth":102,"text":351,"children":1133},[1134,1135,1136],{"id":354,"depth":112,"text":355},{"id":532,"depth":112,"text":532},{"id":54,"depth":112,"text":54},{"id":568,"depth":102,"text":568},{"id":594,"depth":102,"text":594},{"id":700,"depth":102,"text":700},{"id":738,"depth":102,"text":738},{"id":966,"depth":102,"text":967},{"id":1010,"depth":102,"text":1010},{"id":1075,"depth":102,"text":1075},"cli","\u002Fimg\u002Ftools\u002Fopencode.webp","OpenCode 2026 真实评测：SST 团队开源的终端 AI 编程 Agent，TypeScript 开发，GitHub 99.8K Star。本文整理 TUI 界面、多会话并行、75+ 模型 BYOK 切换、安装使用、价格、与 Claude Code \u002F Aider \u002F Codex CLI 的区别，以及国内使用门槛。",false,"md",null,[1151],"en",{},[1154,1155,1156,1157,1158,1159],"claude-sonnet-4","gpt-5","gemini-2.5-pro","deepseek-v3","qwen-max","75+ 模型",[1161,1162,1163,1164],"希望开箱即用、零配置的用户（多模型路由要折腾）","要求企业级稳定性 SLA 的团队（开源项目无承诺）","需要 IDE 内 inline 补全体验（用 Cursor \u002F Copilot）","完全不熟悉 API key \u002F 终端操作的新手","\u002Ftools\u002Fcoding\u002Fcli\u002Fopencode","coding",[1168,1169,1170],"macos","linux","windows",[1172,1178,1183],{"plan":1173,"price":1174,"limit":1175,"cn_pay":1176,"note":1177},"开源版（BYOK）","免费","仅承担 API token 成本","✅ 国产模型可用支付宝","自带 API key",{"plan":1179,"price":1174,"limit":1180,"cn_pay":1181,"note":1182},"本地模型","Ollama \u002F LM Studio 本地跑","✅ 无需支付","适合离线 \u002F 隐私场景",{"plan":625,"price":1184,"limit":1185,"cn_pay":1186,"note":1187},"按用量","一个 key 调用 75+ 模型","✅ 支持支付宝","国内最省心的接入方式","完全免费（BYOK）","2026-07-04",{"power":242,"ux":242,"price":268,"cn_support":112,"stability":112},{"title":11,"description":1146},"OpenCode 评测 2026：开源 AI Coding Agent，Claude Code 免费平替，75+ 模型任意切换","coding\u002Fcli\u002Fopencode",[1195,1197,1199,1201,1203],{"title":1196,"url":1083},"OpenCode 官网",{"title":1198,"url":1090},"OpenCode 官方文档",{"title":1200,"url":341},"GitHub sst\u002Fopencode",{"title":1202,"url":1103},"OpenCode 模型支持列表",{"title":1204,"url":1110},"OpenCode vs Claude Code 对比","tools\u002Fcoding\u002Fcli\u002Fopencode",[1207,1208,1209,1210,1211],"想用 Claude Code 体验但不想付费订阅的开发者","需要在不同模型间灵活切换（省钱 \u002F 跑难活 \u002F 隐私）","JetBrains \u002F Vim \u002F Neovim 用户，不想换编辑器","想自托管、私有部署 AI 编程 Agent 的团队","本地模型爱好者（Ollama \u002F LM Studio 接入）","开源 AI Coding Agent，Claude Code 免费平替，支持 75+ 模型",[1144,1214,1215,1216,1217,1218],"agent","terminal","opensource","byok","multi-model","Claude Code 的最佳免费替代。完全开源、75+ 模型任意切换、终端原生 TUI，社区活跃度 GitHub 99.8K Star。缺点是多模型配置门槛高、稳定性依赖 BYOK 的 API 质量。","YlbNrz-LA0upCzuXtiENAKDonLsspsOhrd_tCOHu9UE",{"ok":387,"slug":1193,"viewCount":1222,"clickCount":1222,"avgRating":1222,"ratingCount":1222},0,[1224,2185,3342,3911,4620,5252,6067,6905,7703,8497,9117],{"id":1225,"title":767,"alternatives":1226,"api_compatible":1149,"body":1228,"category":1144,"chinese_friendly":112,"cover":2142,"description":2143,"domestic":1147,"extension":1148,"faq":1149,"free":1147,"github":1642,"languages":2144,"meta":2146,"models":1149,"navigation":387,"notSuitable":1149,"opensource":387,"path":2147,"pillar":1166,"platforms":2148,"priceTable":2149,"pricing":2160,"published":2161,"relatedPlaybooks":1149,"relatedReviews":1149,"score":2162,"self_host":387,"seo":2163,"seoTitle":1149,"slug":15,"sources":2164,"stem":2177,"suitable":1149,"tagline":2178,"tags":2179,"updated":2182,"verdict":2183,"website":2078,"__hash__":2184},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Faider.md",[13,14,1227],"coding\u002Fcli\u002Fcline",{"type":23,"value":1229,"toc":2125},[1230,1232,1254,1259,1262,1266,1269,1306,1310,1318,1338,1341,1384,1389,1392,1400,1470,1473,1477,1480,1482,1630,1632,1676,1686,1689,1728,1730,1858,1863,1885,1888,1986,1990,1993,2018,2021,2035,2037,2070,2072,2117,2122],[26,1231,29],{"id":28},[31,1233,1235,1244],{"className":1234},[34,35,36],[38,1236,1237,1239,1240,1243],{},[41,1238,43],{}," Aider 把 \"AI 编辑代码\" 这件事拆成了 git 操作——每次对话结束自动 commit，回滚一行 ",[74,1241,1242],{},"git reset --hard HEAD~1"," 就行。没有 GUI、没有 IDE 插件、没有 Composer 那种漂亮 diff 面板，但你能拿到对开源项目最友好的工作流：bring your own key、bring your own model、bring your own editor。",[38,1245,1246,1247,1250,1251,1253],{},"代价是",[41,1248,1249],{},"学习曲线最陡","。第一次跑起来要花 10 分钟读文档，但跑顺了之后 ",[323,1252,755],{"href":754}," 用户都觉得\"为啥不直接 aider\"。",[57,1255,1256],{},[38,1257,1258],{},"来源说明：本文事实点基于 aider.chat 官方文档（modes.html \u002F llms.html \u002F HISTORY.html）和 GitHub 仓库归纳，命令、参数、模型列表以官方为准。",[26,1260,1261],{"id":1261},"核心特性",[66,1263,1265],{"id":1264},"git-原生每次改动-一次-commit","Git 原生：每次改动 = 一次 commit",[38,1267,1268],{},"这是 Aider 与所有竞品的最大区别。其他 AI 编程工具改完文件丢给你看 diff，让你手动 stage \u002F commit；Aider 把 git 集成到工作流里：",[143,1270,1271,1282,1292,1303],{},[146,1272,1273,1274,1277,1278,1281],{},"每次对话改完代码，自动 ",[74,1275,1276],{},"git add"," + ",[74,1279,1280],{},"git commit","，commit message 由 weak-model 生成",[146,1283,1284,1285,1288,1289],{},"想撤回上一步：",[74,1286,1287],{},"\u002Fundo"," 或者直接 ",[74,1290,1291],{},"git reset",[146,1293,1294,1295,1298,1299,1302],{},"改坏了想从分叉点重来：",[74,1296,1297],{},"git checkout \u003Chash>"," 后继续 ",[74,1300,1301],{},"aider","，对话上下文还在",[146,1304,1305],{},"这也是为什么官方推荐 Aider 用在 git 仓库里——非 git 目录功能受限",[66,1307,1309],{"id":1308},"architect-模式两个模型分工","Architect 模式：两个模型分工",[38,1311,1312,1313,923],{},"Architect 模式把\"想方案\"和\"写代码\"拆给两个模型——根据 ",[323,1314,1317],{"href":1315,"rel":1316},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fusage\u002Fmodes.html",[343],"官方 modes 文档",[143,1319,1320,1326,1332],{},[146,1321,1322,1325],{},[74,1323,1324],{},"--model","（architect）：负责高层方案推理。适合 o1 \u002F o3 \u002F DeepSeek R1 \u002F Claude Opus 这类强推理模型",[146,1327,1328,1331],{},[74,1329,1330],{},"--editor-model","：负责把方案落地成具体文件 diff。适合 GPT-4o \u002F Claude Sonnet 这类编辑能力强但推理一般的模型",[146,1333,1334,1337],{},[74,1335,1336],{},"--weak-model","（可选）：用来生成 commit message \u002F 简单重构。可以指定便宜模型省钱",[38,1339,1340],{},"启动示例：",[79,1342,1344],{"className":81,"code":1343,"language":83,"meta":84,"style":84},"aider --architect \\\n  --model deepseek\u002Fdeepseek-reasoner \\\n  --editor-model claude-3-5-sonnet-20241022 \\\n  --weak-model gpt-4o-mini\n",[74,1345,1346,1356,1366,1376],{"__ignoreMap":84},[88,1347,1348,1350,1353],{"class":90,"line":91},[88,1349,1301],{"class":105},[88,1351,1352],{"class":94}," --architect",[88,1354,1355],{"class":94}," \\\n",[88,1357,1358,1361,1364],{"class":90,"line":102},[88,1359,1360],{"class":94},"  --model",[88,1362,1363],{"class":98}," deepseek\u002Fdeepseek-reasoner",[88,1365,1355],{"class":94},[88,1367,1368,1371,1374],{"class":90,"line":112},[88,1369,1370],{"class":94},"  --editor-model",[88,1372,1373],{"class":98}," claude-3-5-sonnet-20241022",[88,1375,1355],{"class":94},[88,1377,1378,1381],{"class":90,"line":242},[88,1379,1380],{"class":94},"  --weak-model",[88,1382,1383],{"class":98}," gpt-4o-mini\n",[57,1385,1386],{},[38,1387,1388],{},"据 Aider 官方 benchmark，DeepSeek R1（架构师）+ Claude 3.5 Sonnet（编辑器）的 Architect 组合，比任一模型单跑高约 10%。本数据来自 aider.chat\u002FHISTORY.html 与 pixelsham.com 的 2025-07 评测笔记。",[66,1390,1391],{"id":1391},"几乎能接所有模型",[38,1393,1394,1399],{},[323,1395,1398],{"href":1396,"rel":1397},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fllms.html",[343],"Aider 官方推荐"," 的\"最佳模型清单\"：",[577,1401,1402,1415],{},[580,1403,1404],{},[583,1405,1406,1409,1412],{},[586,1407,1408],{},"厂商",[586,1410,1411],{},"推荐模型",[586,1413,1414],{},"备注",[596,1416,1417,1427,1437,1448,1460],{},[583,1418,1419,1421,1424],{},[601,1420,150],{},[601,1422,1423],{},"Claude Sonnet 4 \u002F 3.7 Sonnet",[601,1425,1426],{},"编辑能力最稳",[583,1428,1429,1431,1434],{},[601,1430,162],{},[601,1432,1433],{},"Gemini 2.5 Pro",[601,1435,1436],{},"超长上下文",[583,1438,1439,1442,1445],{},[601,1440,1441],{},"DeepSeek",[601,1443,1444],{},"R1 + V3",[601,1446,1447],{},"性价比之王",[583,1449,1450,1452,1457],{},[601,1451,156],{},[601,1453,1454,1455],{},"o3 \u002F o4-mini \u002F GPT-4.1 \u002F ",[323,1456,1053],{"href":1052},[601,1458,1459],{},"reasoning 路径",[583,1461,1462,1464,1467],{},[601,1463,174],{},[601,1465,1466],{},"Ollama \u002F LM Studio 兼容 OpenAI API",[601,1468,1469],{},"完全离线",[38,1471,1472],{},"接入方式靠 LiteLLM 适配层，OpenRouter \u002F Bedrock \u002F Vertex \u002F xAI \u002F Groq \u002F Cohere \u002F Azure \u002F 私有 OpenAI 兼容端点 都支持——你能想到的 base_url，基本都行。",[66,1474,1476],{"id":1475},"repo-map上下文召回的核心机制","Repo map：上下文召回的核心机制",[38,1478,1479],{},"Aider 用 tree-sitter 解析整个 git 仓库，生成一份压缩版的 \"repo map\"——把符号定义、函数签名、类层级提取出来塞进 prompt。模型不需要看到所有源代码就能理解项目结构。这是 Aider 在 polyglot benchmark 上能打过很多带 Composer 的工具的关键原因。",[26,1481,355],{"id":354},[79,1483,1485],{"className":81,"code":1484,"language":83,"meta":84,"style":84},"# 1. 安装（要 Python 3.9+）\npython -m pip install -U --upgrade-strategy only-if-needed aider-chat\n\n# 2. 进入 git 仓库\ncd your-project\n\n# 3. 设置 API key（任选其一）\nexport ANTHROPIC_API_KEY=sk-ant-...\nexport DEEPSEEK_API_KEY=sk-...\nexport OPENAI_API_KEY=sk-...\n\n# 4. 启动（默认会用环境变量里第一个能识别的 key）\naider\n\n# 或指定模型\naider --model deepseek\u002Fdeepseek-chat\naider --model claude-3-5-sonnet-20241022\n\n# 5. 在 aider 里直接用自然语言下指令\n> 把 server\u002Fapi\u002Fuser.ts 里的 getUserById 改成支持批量查询\n",[74,1486,1487,1492,1517,1521,1526,1532,1536,1541,1551,1562,1572,1576,1581,1586,1590,1595,1605,1614,1618,1623],{"__ignoreMap":84},[88,1488,1489],{"class":90,"line":91},[88,1490,1491],{"class":108},"# 1. 安装（要 Python 3.9+）\n",[88,1493,1494,1497,1500,1503,1505,1508,1511,1514],{"class":90,"line":102},[88,1495,1496],{"class":105},"python",[88,1498,1499],{"class":94}," -m",[88,1501,1502],{"class":98}," pip",[88,1504,424],{"class":98},[88,1506,1507],{"class":94}," -U",[88,1509,1510],{"class":94}," --upgrade-strategy",[88,1512,1513],{"class":98}," only-if-needed",[88,1515,1516],{"class":98}," aider-chat\n",[88,1518,1519],{"class":90,"line":112},[88,1520,388],{"emptyLinePlaceholder":387},[88,1522,1523],{"class":90,"line":242},[88,1524,1525],{"class":108},"# 2. 进入 git 仓库\n",[88,1527,1528,1530],{"class":90,"line":268},[88,1529,95],{"class":94},[88,1531,99],{"class":98},[88,1533,1534],{"class":90,"line":295},[88,1535,388],{"emptyLinePlaceholder":387},[88,1537,1538],{"class":90,"line":301},[88,1539,1540],{"class":108},"# 3. 设置 API key（任选其一）\n",[88,1542,1543,1545,1547,1549],{"class":90,"line":418},[88,1544,465],{"class":115},[88,1546,468],{"class":119},[88,1548,471],{"class":115},[88,1550,474],{"class":119},[88,1552,1553,1555,1558,1560],{"class":90,"line":433},[88,1554,465],{"class":115},[88,1556,1557],{"class":119}," DEEPSEEK_API_KEY",[88,1559,471],{"class":115},[88,1561,487],{"class":119},[88,1563,1564,1566,1568,1570],{"class":90,"line":438},[88,1565,465],{"class":115},[88,1567,482],{"class":119},[88,1569,471],{"class":115},[88,1571,487],{"class":119},[88,1573,1574],{"class":90,"line":444},[88,1575,388],{"emptyLinePlaceholder":387},[88,1577,1578],{"class":90,"line":452},[88,1579,1580],{"class":108},"# 4. 启动（默认会用环境变量里第一个能识别的 key）\n",[88,1582,1583],{"class":90,"line":8},[88,1584,1585],{"class":105},"aider\n",[88,1587,1588],{"class":90,"line":462},[88,1589,388],{"emptyLinePlaceholder":387},[88,1591,1592],{"class":90,"line":477},[88,1593,1594],{"class":108},"# 或指定模型\n",[88,1596,1597,1599,1602],{"class":90,"line":490},[88,1598,1301],{"class":105},[88,1600,1601],{"class":94}," --model",[88,1603,1604],{"class":98}," deepseek\u002Fdeepseek-chat\n",[88,1606,1607,1609,1611],{"class":90,"line":506},[88,1608,1301],{"class":105},[88,1610,1601],{"class":94},[88,1612,1613],{"class":98}," claude-3-5-sonnet-20241022\n",[88,1615,1616],{"class":90,"line":511},[88,1617,388],{"emptyLinePlaceholder":387},[88,1619,1620],{"class":90,"line":517},[88,1621,1622],{"class":108},"# 5. 在 aider 里直接用自然语言下指令\n",[88,1624,1625,1627],{"class":90,"line":524},[88,1626,116],{"class":115},[88,1628,1629],{"class":119}," 把 server\u002Fapi\u002Fuser.ts 里的 getUserById 改成支持批量查询\n",[26,1631,568],{"id":568},[143,1633,1634,1646,1659],{},[146,1635,1636,1639,1640,1645],{},[41,1637,1638],{},"Aider 本体","：开源免费（",[323,1641,1644],{"href":1642,"rel":1643},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider",[343],"Apache 2.0 协议","，根据官方 GitHub 仓库 LICENSE）",[146,1647,1648,1651,1652,955,1654,1658],{},[41,1649,1650],{},"真正的成本是模型 API key","：100% 自带——这是 Aider 与 ",[323,1653,954],{"href":953},[323,1655,1657],{"href":1656},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf"," 最大的商业模式差异",[146,1660,1661,1662],{},"单次会话典型消耗：\n",[143,1663,1664,1667,1670],{},[146,1665,1666],{},"用 Sonnet 4 改 1 个中型 PR（10-15 文件）：约 $0.5-2 美元",[146,1668,1669],{},"用 DeepSeek-V3 同等任务：约 $0.05-0.2 美元",[146,1671,1672,1673,1675],{},"用 ",[323,1674,1053],{"href":1052}," reasoning：根据推理深度，可能到 $3-8",[38,1677,1678,1679,1277,1681,1685],{},"走 ",[323,1680,1057],{"href":1056},[323,1682,1684],{"href":1315,"rel":1683},[343],"Architect 模式"," 是当前性价比最高的组合，国内付款也直接。",[26,1687,1688],{"id":1688},"国内使用注意事项",[1690,1691,1692,1701,1707,1722],"ol",{},[146,1693,1694,1697,1698],{},[41,1695,1696],{},"直连 OpenAI \u002F Anthropic 需要代理","——Aider 没有内置代理设置，靠环境变量 ",[74,1699,1700],{},"HTTPS_PROXY",[146,1702,1703,1706],{},[41,1704,1705],{},"DeepSeek \u002F Qwen \u002F GLM 直连无障碍","——国内付款，国内带宽，体验最好",[146,1708,1709,1712,1713,1716,1717,1721],{},[41,1710,1711],{},"支持自定义 base_url","：通过 ",[74,1714,1715],{},"OPENAI_API_BASE"," 环境变量接 ",[323,1718,1720],{"href":1719},"\u002Fcoding\u002Fapi\u002Fone-api.html","国内中转 \u002F 硅基流动 \u002F OneAPI"," 都行",[146,1723,1724,1727],{},[41,1725,1726],{},"Ollama 本地模型零网络依赖","——隐私场景首选，模型质量取决于本机",[26,1729,738],{"id":738},[577,1731,1732,1754],{},[580,1733,1734],{},[583,1735,1736,1738,1740,1744,1748],{},[586,1737,747],{},[586,1739,767],{},[586,1741,1742],{},[323,1743,755],{"href":754},[586,1745,1746],{},[323,1747,761],{"href":760},[586,1749,1750],{},[323,1751,1753],{"href":1752},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline",[596,1755,1756,1768,1784,1799,1813,1827,1841],{},[583,1757,1758,1760,1762,1764,1766],{},[601,1759,789],{},[601,1761,798],{},[601,1763,795],{},[601,1765,795],{},[601,1767,798],{},[583,1769,1770,1773,1776,1779,1782],{},[601,1771,1772],{},"模型选择",[601,1774,1775],{},"任意",[601,1777,1778],{},"仅 Anthropic",[601,1780,1781],{},"仅 OpenAI",[601,1783,1775],{},[583,1785,1786,1788,1791,1794,1797],{},[601,1787,1177],{},[601,1789,1790],{},"✅ 必须",[601,1792,1793],{},"可选（订阅替代）",[601,1795,1796],{},"可选",[601,1798,1790],{},[583,1800,1801,1804,1806,1808,1811],{},[601,1802,1803],{},"Git 集成",[601,1805,817],{},[601,1807,832],{},[601,1809,1810],{},"★★☆☆☆",[601,1812,832],{},[583,1814,1815,1818,1821,1823,1825],{},[601,1816,1817],{},"学习曲线",[601,1819,1820],{},"★★★★☆ 陡",[601,1822,1810],{},[601,1824,1810],{},[601,1826,832],{},[583,1828,1829,1832,1835,1837,1839],{},[601,1830,1831],{},"Architect 双模型",[601,1833,1834],{},"✅ 原生",[601,1836,795],{},[601,1838,795],{},[601,1840,795],{},[583,1842,1843,1846,1849,1852,1855],{},[601,1844,1845],{},"VS Code 集成",[601,1847,1848],{},"通过第三方插件",[601,1850,1851],{},"通过 Cursor 等",[601,1853,1854],{},"仅 CLI",[601,1856,1857],{},"★★★★★ 原生",[38,1859,1860,923],{},[41,1861,1862],{},"怎么选",[143,1864,1865,1868,1873,1878],{},[146,1866,1867],{},"不想被锁在某家厂商，要随时切换 DeepSeek \u002F Claude \u002F GPT → Aider",[146,1869,1870,1871],{},"已经买 Claude Pro \u002F Max 订阅 → ",[323,1872,755],{"href":754},[146,1874,1875,1876],{},"已经买 ChatGPT Plus \u002F Pro → ",[323,1877,761],{"href":760},[146,1879,1880,1881,955,1883],{},"习惯 VS Code 不想离开 GUI → ",[323,1882,1753],{"href":1752},[323,1884,954],{"href":953},[26,1886,1887],{"id":1887},"避坑清单",[143,1889,1890,1903,1920,1939,1948,1964,1972],{},[146,1891,1892,1895,1896,1899,1900,1902],{},[41,1893,1894],{},"没在 git 仓库里跑会被警告","：Aider 强烈建议你 ",[74,1897,1898],{},"git init"," 后再用，否则 ",[74,1901,1287],{}," 不能用，自动 commit 也无意义。",[146,1904,1905,1911,1912,1915,1916,1919],{},[41,1906,1907,1910],{},[74,1908,1909],{},"\u002Fadd"," 之前的文件不会被 Aider 看见","：和 Cursor ",[74,1913,1914],{},"@codebase"," 不同，Aider 默认只看 repo map，需要修改的文件要 ",[74,1917,1918],{},"\u002Fadd path\u002Fto\u002Ffile"," 显式加入对话。这是新手最容易卡住的地方。",[146,1921,1922,1925,1926,1931,1932,1935,1936,1938],{},[41,1923,1924],{},"Architect 模式有 prompt injection 风险","：根据 GitHub issue ",[323,1927,1930],{"href":1928,"rel":1929},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider\u002Fissues\u002F5058",[343],"#5058","（2026 年 4 月报告），如果让 architect 读取 untrusted 仓库（如 README 被人塞了攻击指令），可能被诱导让 editor 生成后门代码。建议：在 ",[74,1933,1934],{},"--yes"," 自动接受前确认 architect 输出；不要在不可信项目上开 architect mode + ",[74,1937,1934],{}," 组合。",[146,1940,1941,1947],{},[41,1942,1943,1946],{},[74,1944,1945],{},"--yes-always"," 太激进","：会跳过所有确认，包括\"是否要把这个文件加入 chat\"——容易让 Aider 偷偷读你不想给模型看的文件。生产环境慎用。",[146,1949,1950,1953,1954,1957,1958,1963],{},[41,1951,1952],{},"token 限制错误的判断不可靠","：Ollama 本地模型超 context 不会报错而是静默截断，会让你以为\"模型忘了我加的文件\"。明确配置 ",[74,1955,1956],{},"num_ctx","（见 ",[323,1959,1962],{"href":1960,"rel":1961},"https:\u002F\u002Faider.chat\u002F2025\u002F01\u002F28\u002Fdeepseek-down.html",[343],"DeepSeek alternative providers 一文","）。",[146,1965,1966,1971],{},[41,1967,1968,1970],{},[74,1969,1330],{}," 比想象重要","：架构师推理再强，editor 写不出合法 diff 一样白搭。优先选 Claude Sonnet 系列做 editor，不要让推理模型自己做 editor。",[146,1973,1974,1977,1978,1981,1982,1985],{},[41,1975,1976],{},"中文 commit message 默认不开","：可以 ",[74,1979,1980],{},"aider --commit-prompt \"...中文....\""," 或 ",[74,1983,1984],{},".aider.conf.yml"," 配置中改。",[26,1987,1989],{"id":1988},"适合-不适合","适合 \u002F 不适合",[38,1991,1992],{},"✅ 适合：",[143,1994,1995,1998,2001,2004,2007,2010],{},[146,1996,1997],{},"命令行重度用户、tmux \u002F Neovim 工作流",[146,1999,2000],{},"多模型试用 \u002F 比价场景（一行命令切换）",[146,2002,2003],{},"开源项目维护者（git 工作流原生融入）",[146,2005,2006],{},"想要完全离线（Ollama + 本地模型）",[146,2008,2009],{},"对 token 成本敏感（DeepSeek + Aider 组合极便宜）",[146,2011,2012,2013,960],{},"跨语言项目（",[323,2014,2017],{"href":2015,"rel":2016},"https:\u002F\u002Faider.chat\u002Fdocs\u002Flanguages.html",[343],"官方支持 100+ 语言",[38,2019,2020],{},"❌ 不适合：",[143,2022,2023,2026,2029,2032],{},[146,2024,2025],{},"习惯 GUI \u002F 不愿读命令行文档的人",[146,2027,2028],{},"想\"一键智能\"、不愿配置环境变量",[146,2030,2031],{},"团队协作场景（没有共享 sessions \u002F 协作 UI）",[146,2033,2034],{},"Windows 纯小白（虽然能跑，但 Python 环境 + git CLI 双依赖门槛高）",[26,2036,1010],{"id":1010},[143,2038,2039,2047,2056,2065],{},[146,2040,1015,2041,955,2043,955,2045],{},[323,2042,755],{"href":754},[323,2044,761],{"href":760},[323,2046,1753],{"href":1752},[146,2048,2049,2050,955,2054],{},"推理模型选择：",[323,2051,2053],{"href":2052},"\u002Fmodels\u002Fdeepseek-r1.html","DeepSeek R1",[323,2055,1053],{"href":1052},[146,2057,2058,2059,955,2061],{},"协议生态：",[323,2060,326],{"href":325},[323,2062,2064],{"href":2063},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[146,2066,2067,2068],{},"工作流：",[323,2069,1042],{"href":1041},[26,2071,1075],{"id":1075},[143,2073,2074,2080,2086,2092,2098,2103,2110],{},[146,2075,1080,2076],{},[323,2077,2078],{"href":2078,"rel":2079},"https:\u002F\u002Faider.chat",[343],[146,2081,1087,2082],{},[323,2083,2084],{"href":2084,"rel":2085},"https:\u002F\u002Faider.chat\u002Fdocs\u002F",[343],[146,2087,2088,2089],{},"Chat Modes 文档：",[323,2090,1315],{"href":1315,"rel":2091},[343],[146,2093,2094,2095],{},"LLM 兼容列表：",[323,2096,1396],{"href":1396,"rel":2097},[343],[146,2099,1094,2100],{},[323,2101,1642],{"href":1642,"rel":2102},[343],[146,2104,2105,2106],{},"发布历史：",[323,2107,2108],{"href":2108,"rel":2109},"https:\u002F\u002Faider.chat\u002FHISTORY.html",[343],[146,2111,2112,2113],{},"PyPI：",[323,2114,2115],{"href":2115,"rel":2116},"https:\u002F\u002Fpypi.org\u002Fproject\u002Faider-chat",[343],[38,2118,2119,2120,1118],{},"本卡片由 AIHO 编辑部根据官方公开资料整理。如有更新请通过 ",[323,2121,1117],{"href":1117},[1120,2123,2124],{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}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);}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}",{"title":84,"searchDepth":112,"depth":112,"links":2126},[2127,2128,2134,2135,2136,2137,2138,2139,2140,2141],{"id":28,"depth":102,"text":29},{"id":1261,"depth":102,"text":1261,"children":2129},[2130,2131,2132,2133],{"id":1264,"depth":112,"text":1265},{"id":1308,"depth":112,"text":1309},{"id":1391,"depth":112,"text":1391},{"id":1475,"depth":112,"text":1476},{"id":354,"depth":102,"text":355},{"id":568,"depth":102,"text":568},{"id":1688,"depth":102,"text":1688},{"id":738,"depth":102,"text":738},{"id":1887,"depth":102,"text":1887},{"id":1988,"depth":102,"text":1989},{"id":1010,"depth":102,"text":1010},{"id":1075,"depth":102,"text":1075},"\u002Fimg\u002Ftools\u002Faider.webp","Aider 真实评测：Git 原生 AI 编程 CLI，每次改动自动 commit、回滚成本极低。AIHO 编辑部基于官方文档与社区资料整理，含 Architect 双模型模式、支持模型清单、安装与配置实操。",[2145,1151],"zh",{},"\u002Ftools\u002Fcoding\u002Fcli\u002Faider",[1170,1168,1169],[2150,2155],{"plan":2151,"price":2152,"features":2153,"notes":2154},"开源版（pip 安装）","$0","全部功能 + Architect 双模型 + 任意 LLM（OpenAI \u002F Anthropic \u002F Gemini \u002F DeepSeek \u002F 本地）+ Git 自动 commit","Apache 2.0 \u002F 自带 API key",{"plan":2156,"price":2157,"features":2158,"notes":2159},"模型 API 调用费","按量","实际花销 = 你接的模型计费（DeepSeek 极便宜 \u002F Claude Sonnet 中等 \u002F GPT-4o 较贵）","Aider 本身不收费，只产生模型 token 费","开源免费 \u002F 自带 API key","2026-06-18",{"power":242,"ux":112,"price":268,"cn_support":112,"stability":268},{"title":767,"description":2143},[2165,2167,2169,2171,2173,2175],{"title":2166,"url":2084},"Aider 官方文档",{"title":2168,"url":1315},"Aider Chat Modes 文档",{"title":2170,"url":1396},"Aider 支持的 LLM 列表",{"title":2172,"url":1642},"Aider GitHub 仓库",{"title":2174,"url":2108},"Aider Release History",{"title":2176,"url":2115},"PyPI: aider-chat","tools\u002Fcoding\u002Fcli\u002Faider","Git 原生 AI 编程 CLI，commit 即动作",[1144,1214,1216,2180,2181],"git-native","architect-mode","2026-06-24","极客派最爱。每次改动自动 commit、回滚成本极低。学习曲线最陡。","jAgxToyf7qWuYC4qyKzgS3aGzJUFqBney-ELpLyWsuw",{"id":2186,"title":755,"alternatives":2187,"api_compatible":2188,"body":2189,"category":1144,"chinese_friendly":112,"cover":3280,"description":3281,"domestic":1147,"extension":1148,"faq":1149,"free":1147,"github":3239,"languages":3282,"meta":3283,"models":3284,"navigation":387,"notSuitable":3288,"opensource":1147,"path":3292,"pillar":1166,"platforms":3293,"priceTable":3294,"pricing":3314,"published":2161,"relatedPlaybooks":1149,"relatedReviews":1149,"score":3315,"self_host":1147,"seo":3316,"seoTitle":3317,"slug":13,"sources":3318,"stem":3329,"suitable":3330,"tagline":3336,"tags":3337,"updated":2182,"verdict":3340,"website":3227,"__hash__":3341},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[14,15,1227],[17],{"type":23,"value":2190,"toc":3263},[2191,2193,2214,2219,2221,2225,2235,2260,2263,2267,2273,2302,2311,2315,2318,2471,2489,2493,2501,2569,2572,2576,2590,2592,2607,2687,2690,2701,2709,2711,2850,2852,2890,2892,3034,3039,3053,3058,3077,3079,3175,3177,3219,3221,3257,3261],[26,2192,29],{"id":28},[31,2194,2196,2204],{"className":2195},[34,35,36],[38,2197,2198,2200,2201,2203],{},[41,2199,43],{}," Anthropic 官方 CLI Agent，终端原生，长任务执行能力是目前体感最稳的一档。装好后在任何项目根目录跑 ",[74,2202,564],{},"，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[38,2205,47,2206,2209,2210,2213],{},[41,2207,2208],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[41,2211,2212],{},"国内三大门槛","：账号要海外手机、支付要海外卡、网络要稳定代理。",[57,2215,2216],{},[38,2217,2218],{},"来源说明：本文基于 code.claude.com 官方文档、Anthropic 定价页面、第三方独立评测（laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com）综合整理。Anthropic 模型版本迭代快，命令和价格请以最新官方文档为准。",[26,2220,1261],{"id":1261},[66,2222,2224],{"id":2223},"终端原生的-agent-体验","终端原生的 Agent 体验",[38,2226,2227,2228,2231,2232,2234],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[41,2229,2230],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[74,2233,564],{},"，就进入了一个能读你整个 codebase 的对话环境。",[79,2236,2238],{"className":81,"code":2237,"language":83,"meta":84,"style":84},"cd your-project\nclaude                          # 进入交互模式\n> 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[74,2239,2240,2246,2253],{"__ignoreMap":84},[88,2241,2242,2244],{"class":90,"line":91},[88,2243,95],{"class":94},[88,2245,99],{"class":98},[88,2247,2248,2250],{"class":90,"line":102},[88,2249,564],{"class":105},[88,2251,2252],{"class":108},"                          # 进入交互模式\n",[88,2254,2255,2257],{"class":90,"line":112},[88,2256,116],{"class":115},[88,2258,2259],{"class":119}," 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[38,2261,2262],{},"它会自动：列出相关文件 → 给出计划 → 等你按回车确认 → 一次改多个文件 → 跑测试 → 报告结果。整个过程你可以在另一个窗口干别的，Claude Code 不抢编辑器焦点。",[66,2264,2266],{"id":2265},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[38,2268,2269,2270,2272],{},"Claude Code 2.x 引入了 ",[323,2271,854],{"href":1031}," 机制：主对话可以派发独立的子任务到隔离 context 中跑，结果摘要返回主线。典型场景：",[79,2274,2276],{"className":81,"code":2275,"language":83,"meta":84,"style":84},"\u002Fagents              # 管理子代理\n\u002Fbatch              # 把大改动拆成独立单元，每个跑在自己的 git worktree\n\u002Ftasks              # 列出后台运行的子代理\n",[74,2277,2278,2286,2294],{"__ignoreMap":84},[88,2279,2280,2283],{"class":90,"line":91},[88,2281,2282],{"class":105},"\u002Fagents",[88,2284,2285],{"class":108},"              # 管理子代理\n",[88,2287,2288,2291],{"class":90,"line":102},[88,2289,2290],{"class":105},"\u002Fbatch",[88,2292,2293],{"class":108},"              # 把大改动拆成独立单元，每个跑在自己的 git worktree\n",[88,2295,2296,2299],{"class":90,"line":112},[88,2297,2298],{"class":105},"\u002Ftasks",[88,2300,2301],{"class":108},"              # 列出后台运行的子代理\n",[38,2303,2304,2305,2310],{},"据 ",[323,2306,2309],{"href":2307,"rel":2308},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[343],"computingforgeeks.com 2026 cheat sheet"," 整理，子代理让\"一边改前端，一边改后端\"这种并行操作不会污染主对话上下文。",[66,2312,2314],{"id":2313},"slash-命令生产力关键","Slash 命令（生产力关键）",[38,2316,2317],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[577,2319,2320,2330],{},[580,2321,2322],{},[583,2323,2324,2327],{},[586,2325,2326],{},"命令",[586,2328,2329],{},"用途",[596,2331,2332,2346,2356,2369,2378,2388,2398,2408,2418,2428,2438,2448,2458],{},[583,2333,2334,2339],{},[601,2335,2336],{},[74,2337,2338],{},"\u002Finit",[601,2340,2341,2342,2345],{},"第一次进入仓库时跑，生成 ",[74,2343,2344],{},"CLAUDE.md","（项目记忆）",[583,2347,2348,2353],{},[601,2349,2350],{},[74,2351,2352],{},"\u002Fmemory",[601,2354,2355],{},"编辑长期记忆",[583,2357,2358,2363],{},[601,2359,2360],{},[74,2361,2362],{},"\u002Fclear",[601,2364,2365,2366,960],{},"清空当前对话，重新开始（",[41,2367,2368],{},"最被低估的命令",[583,2370,2371,2375],{},[601,2372,2373],{},[74,2374,982],{},[601,2376,2377],{},"长对话压缩，挽救快爆炸的 context window",[583,2379,2380,2385],{},[601,2381,2382],{},[74,2383,2384],{},"\u002Fcontext",[601,2386,2387],{},"显示当前 context 用量",[583,2389,2390,2395],{},[601,2391,2392],{},[74,2393,2394],{},"\u002Fplan",[601,2396,2397],{},"切到 plan 模式（只规划不执行）",[583,2399,2400,2405],{},[601,2401,2402],{},[74,2403,2404],{},"\u002Fmodel",[601,2406,2407],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[583,2409,2410,2415],{},[601,2411,2412],{},[74,2413,2414],{},"\u002Fdiff",[601,2416,2417],{},"看本轮所有改动",[583,2419,2420,2425],{},[601,2421,2422],{},[74,2423,2424],{},"\u002Fcode-review",[601,2426,2427],{},"对 diff 跑代码审查",[583,2429,2430,2435],{},[601,2431,2432],{},[74,2433,2434],{},"\u002Frewind",[601,2436,2437],{},"回滚到任意 checkpoint（代码 + 对话）",[583,2439,2440,2445],{},[601,2441,2442],{},[74,2443,2444],{},"\u002Fmcp",[601,2446,2447],{},"管理 MCP 服务器",[583,2449,2450,2455],{},[601,2451,2452],{},[74,2453,2454],{},"\u002Fdoctor",[601,2456,2457],{},"排查环境问题",[583,2459,2460,2468],{},[601,2461,2462,2464,2465],{},[74,2463,538],{}," ",[74,2466,2467],{},"\u002Fbranch",[601,2469,2470],{},"回到 \u002F fork 历史对话",[38,2472,2473,2478,2479,2481,2482,2484,2485,2488],{},[323,2474,2477],{"href":2475,"rel":2476},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[343],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[74,2480,982],{},"（每 20-30 分钟一次防止 context drift）、",[74,2483,2362],{},"（新任务开新会话）、自定义命令（写在 ",[74,2486,2487],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[66,2490,2492],{"id":2491},"mcp-集成一等公民","MCP 集成（一等公民）",[38,2494,2495,2497,2498,2500],{},[323,2496,326],{"href":325}," 是 Anthropic 自家协议，Claude Code 是 MCP 支持最完整的客户端。配置一次 ",[74,2499,330],{},"，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[79,2502,2504],{"className":191,"code":2503,"language":193,"meta":84,"style":84},"{\n  \"mcpServers\": {\n    \"postgres\": {\n      \"command\": \"npx\",\n      \"args\": [\"@modelcontextprotocol\u002Fserver-postgres\", \"postgresql:\u002F\u002F...\"]\n    }\n  }\n}\n",[74,2505,2506,2510,2517,2524,2537,2556,2561,2565],{"__ignoreMap":84},[88,2507,2508],{"class":90,"line":91},[88,2509,200],{"class":119},[88,2511,2512,2515],{"class":90,"line":102},[88,2513,2514],{"class":94},"  \"mcpServers\"",[88,2516,208],{"class":119},[88,2518,2519,2522],{"class":90,"line":112},[88,2520,2521],{"class":94},"    \"postgres\"",[88,2523,208],{"class":119},[88,2525,2526,2529,2531,2534],{"class":90,"line":242},[88,2527,2528],{"class":94},"      \"command\"",[88,2530,222],{"class":119},[88,2532,2533],{"class":98},"\"npx\"",[88,2535,2536],{"class":119},",\n",[88,2538,2539,2542,2545,2548,2550,2553],{"class":90,"line":268},[88,2540,2541],{"class":94},"      \"args\"",[88,2543,2544],{"class":119},": [",[88,2546,2547],{"class":98},"\"@modelcontextprotocol\u002Fserver-postgres\"",[88,2549,228],{"class":119},[88,2551,2552],{"class":98},"\"postgresql:\u002F\u002F...\"",[88,2554,2555],{"class":119},"]\n",[88,2557,2558],{"class":90,"line":295},[88,2559,2560],{"class":119},"    }\n",[88,2562,2563],{"class":90,"line":301},[88,2564,298],{"class":119},[88,2566,2567],{"class":90,"line":418},[88,2568,304],{"class":119},[38,2570,2571],{},"之后你就能直接说\"查一下 users 表里最近 7 天注册的人数\"——Claude Code 自动通过 MCP 跑 SQL，结果返回对话里继续讨论。",[66,2573,2575],{"id":2574},"后台-远程模式","后台 \u002F 远程模式",[38,2577,2578,2581,2582,2585,2586,2589],{},[74,2579,2580],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[74,2583,2584],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[74,2587,2588],{},"\u002Fremote-control"," 从手机或另一台机器接管这台机器的 Claude Code 会话。这套体系是面向\"agent 长时间跑\"设计的，区别于 Cursor 的\"实时交互\"。",[26,2591,568],{"id":568},[38,2593,2594,2595,2600,2601,2606],{},"根据 ",[323,2596,2599],{"href":2597,"rel":2598},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[343],"explainx.ai 2026-06 评测"," 和 ",[323,2602,2605],{"href":2603,"rel":2604},"https:\u002F\u002Fclaude.com\u002Fpricing",[343],"Anthropic 官方定价"," 整理：",[577,2608,2609,2620],{},[580,2610,2611],{},[583,2612,2613,2616,2618],{},[586,2614,2615],{},"路径",[586,2617,877],{},[586,2619,594],{},[596,2621,2622,2635,2648,2661,2674],{},[583,2623,2624,2629,2632],{},[601,2625,2626],{},[41,2627,2628],{},"BYOK（自带 API key）",[601,2630,2631],{},"按 token 计费",[601,2633,2634],{},"全自由，但单月烧到 $500+ 也常见",[583,2636,2637,2642,2645],{},[601,2638,2639],{},[41,2640,2641],{},"Pro",[601,2643,2644],{},"$20\u002F月（年付 ~$17）",[601,2646,2647],{},"个人开发者，每天 1-4 小时",[583,2649,2650,2655,2658],{},[601,2651,2652],{},[41,2653,2654],{},"Max 5x",[601,2656,2657],{},"$100\u002F月",[601,2659,2660],{},"重度用户 + Opus 模型访问",[583,2662,2663,2668,2671],{},[601,2664,2665],{},[41,2666,2667],{},"Max 20x",[601,2669,2670],{},"$200\u002F月",[601,2672,2673],{},"8h+ agentic 工作流 \u002F 团队共享",[583,2675,2676,2681,2684],{},[601,2677,2678],{},[41,2679,2680],{},"Team Premium",[601,2682,2683],{},"$100\u002Fseat 年付 \u002F $125 月付",[601,2685,2686],{},"团队，含管理",[38,2688,2689],{},"API token 价格（2026 Q2 公开数据）：",[143,2691,2692,2695,2698],{},[146,2693,2694],{},"Sonnet 4.x：input $3 \u002F output $15 per 1M token",[146,2696,2697],{},"Opus 4.x：input $15 \u002F output $75 per 1M token",[146,2699,2700],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[38,2702,2703,2708],{},[323,2704,2707],{"href":2705,"rel":2706},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[343],"ksred 博客真实使用日志","：作者 8 个月用 ~100 亿 token，API 价折合 $15,000+，订阅实际只花 $800——订阅模式对重度用户极度划算，但前提是能搞定支付。",[26,2710,355],{"id":354},[79,2712,2714],{"className":81,"code":2713,"language":83,"meta":84,"style":84},"# macOS \u002F Linux \u002F Windows (WSL)\ncurl -fsSL https:\u002F\u002Fclaude.ai\u002Finstall.sh | bash\n\n# macOS 用 Homebrew\nbrew install --cask claude-code\n\n# Windows PowerShell\nirm https:\u002F\u002Fclaude.ai\u002Finstall.ps1 | iex\n\n# 验证 + 登录\nclaude --version\nclaude auth login          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n# 或用 API key\nexport ANTHROPIC_API_KEY=sk-ant-...\n\n# 进项目，启动\ncd your-project\nclaude \u002Finit               # 生成 CLAUDE.md\nclaude                     # 进入交互模式\n",[74,2715,2716,2721,2734,2738,2743,2756,2760,2764,2775,2779,2784,2790,2803,2808,2818,2822,2827,2833,2843],{"__ignoreMap":84},[88,2717,2718],{"class":90,"line":91},[88,2719,2720],{"class":108},"# macOS \u002F Linux \u002F Windows (WSL)\n",[88,2722,2723,2725,2727,2730,2732],{"class":90,"line":102},[88,2724,370],{"class":105},[88,2726,373],{"class":94},[88,2728,2729],{"class":98}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[88,2731,379],{"class":115},[88,2733,382],{"class":105},[88,2735,2736],{"class":90,"line":112},[88,2737,388],{"emptyLinePlaceholder":387},[88,2739,2740],{"class":90,"line":242},[88,2741,2742],{"class":108},"# macOS 用 Homebrew\n",[88,2744,2745,2748,2750,2753],{"class":90,"line":268},[88,2746,2747],{"class":105},"brew",[88,2749,424],{"class":98},[88,2751,2752],{"class":94}," --cask",[88,2754,2755],{"class":98}," claude-code\n",[88,2757,2758],{"class":90,"line":295},[88,2759,388],{"emptyLinePlaceholder":387},[88,2761,2762],{"class":90,"line":301},[88,2763,393],{"class":108},[88,2765,2766,2768,2771,2773],{"class":90,"line":418},[88,2767,398],{"class":105},[88,2769,2770],{"class":98}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[88,2772,379],{"class":115},[88,2774,406],{"class":105},[88,2776,2777],{"class":90,"line":433},[88,2778,388],{"emptyLinePlaceholder":387},[88,2780,2781],{"class":90,"line":438},[88,2782,2783],{"class":108},"# 验证 + 登录\n",[88,2785,2786,2788],{"class":90,"line":444},[88,2787,564],{"class":105},[88,2789,449],{"class":94},[88,2791,2792,2794,2797,2800],{"class":90,"line":452},[88,2793,564],{"class":105},[88,2795,2796],{"class":98}," auth",[88,2798,2799],{"class":98}," login",[88,2801,2802],{"class":108},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[88,2804,2805],{"class":90,"line":8},[88,2806,2807],{"class":108},"# 或用 API key\n",[88,2809,2810,2812,2814,2816],{"class":90,"line":462},[88,2811,465],{"class":115},[88,2813,468],{"class":119},[88,2815,471],{"class":115},[88,2817,474],{"class":119},[88,2819,2820],{"class":90,"line":477},[88,2821,388],{"emptyLinePlaceholder":387},[88,2823,2824],{"class":90,"line":490},[88,2825,2826],{"class":108},"# 进项目，启动\n",[88,2828,2829,2831],{"class":90,"line":506},[88,2830,95],{"class":94},[88,2832,99],{"class":98},[88,2834,2835,2837,2840],{"class":90,"line":511},[88,2836,564],{"class":105},[88,2838,2839],{"class":98}," \u002Finit",[88,2841,2842],{"class":108},"               # 生成 CLAUDE.md\n",[88,2844,2845,2847],{"class":90,"line":517},[88,2846,564],{"class":105},[88,2848,2849],{"class":108},"                     # 进入交互模式\n",[26,2851,1688],{"id":1688},[1690,2853,2854,2860,2866,2872],{},[146,2855,2856,2859],{},[41,2857,2858],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[146,2861,2862,2865],{},[41,2863,2864],{},"支付","：Pro \u002F Max 订阅只收海外信用卡（MasterCard \u002F Visa）+ 海外账单地址。第三方平台（如老张 \u002F DMXAPI）可用支付宝走 API 代理，但是 BYOK 模式",[146,2867,2868,2871],{},[41,2869,2870],{},"网络","：终端 OAuth 流程对代理稳定性要求高，掉线会反复弹浏览器",[146,2873,2874,2877,2878,1981,2880,2882,2883,955,2885,2889],{},[41,2875,2876],{},"替代路径","：用 ",[323,2879,767],{"href":766},[323,2881,1753],{"href":1752}," 接 ",[323,2884,1057],{"href":1056},[323,2886,2888],{"href":2887},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[26,2891,738],{"id":738},[577,2893,2894,2914],{},[580,2895,2896],{},[583,2897,2898,2900,2902,2906,2910],{},[586,2899,747],{},[586,2901,755],{},[586,2903,2904],{},[323,2905,954],{"href":953},[586,2907,2908],{},[323,2909,761],{"href":760},[586,2911,2912],{},[323,2913,767],{"href":766},[596,2915,2916,2930,2942,2960,2979,2992,3005,3020],{},[583,2917,2918,2920,2923,2926,2928],{},[601,2919,774],{},[601,2921,2922],{},"CLI（IDE 无关）",[601,2924,2925],{},"AI-first IDE",[601,2927,780],{},[601,2929,780],{},[583,2931,2932,2934,2936,2938,2940],{},[601,2933,822],{},[601,2935,817],{},[601,2937,825],{},[601,2939,825],{},[601,2941,832],{},[583,2943,2944,2947,2954,2956,2958],{},[601,2945,2946],{},"上下文管理",[601,2948,2949,2950,2464,2952],{},"★★★★★ ",[74,2951,982],{},[74,2953,2362],{},[601,2955,825],{},[601,2957,825],{},[601,2959,832],{},[583,2961,2962,2965,2972,2975,2977],{},[601,2963,2964],{},"子代理 \u002F 并行",[601,2966,2967,2968,2464,2970,960],{},"✅（",[74,2969,2282],{},[74,2971,2290],{},[601,2973,2974],{},"部分（Bug bot）",[601,2976,857],{},[601,2978,795],{},[583,2980,2981,2983,2986,2988,2990],{},[601,2982,864],{},[601,2984,2985],{},"★★★★★ 一等公民",[601,2987,825],{},[601,2989,832],{},[601,2991,795],{},[583,2993,2994,2996,2998,3000,3002],{},[601,2995,1803],{},[601,2997,825],{},[601,2999,832],{},[601,3001,832],{},[601,3003,3004],{},"★★★★★ 每改即 commit",[583,3006,3007,3009,3012,3015,3017],{},[601,3008,892],{},[601,3010,3011],{},"高（账号+支付+网络）",[601,3013,3014],{},"高（账号+支付）",[601,3016,898],{},[601,3018,3019],{},"低（BYOK 国产模型）",[583,3021,3022,3024,3026,3029,3031],{},[601,3023,877],{},[601,3025,883],{},[601,3027,3028],{},"$20\u002F月",[601,3030,883],{},[601,3032,3033],{},"仅 API 成本",[38,3035,3036,923],{},[41,3037,3038],{},"选 Claude Code 如果你",[143,3040,3041,3044,3047,3050],{},[146,3042,3043],{},"重视长任务自主性 + 上下文管理",[146,3045,3046],{},"JetBrains \u002F Vim 用户，不想换 IDE",[146,3048,3049],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[146,3051,3052],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[38,3054,3055,923],{},[41,3056,3057],{},"别选 Claude Code 如果你",[143,3059,3060,3066,3071],{},[146,3061,3062,3063,3065],{},"国内、个人、预算紧（去 ",[323,3064,767],{"href":766}," + DeepSeek）",[146,3067,3068,3069,960],{},"想要纯 IDE 内 inline 体验（",[323,3070,954],{"href":953},[146,3072,3073,3074,960],{},"主要写补全而非 agent 任务（",[323,3075,3076],{"href":958},"GitHub Copilot",[26,3078,1887],{"id":1887},[143,3080,3081,3094,3109,3123,3131,3149,3163,3169],{},[146,3082,3083,3089,3090,3093],{},[41,3084,3085,3088],{},[74,3086,3087],{},"ANTHROPIC_API_KEY"," 优先级最高","：你以为在用 Pro 订阅，但 env 里有 key 时实际走 API 计费——卡崩之前先 ",[74,3091,3092],{},"env | grep ANTHROPIC"," 检查",[146,3095,3096,3102,3103,3105,3106,3108],{},[41,3097,3098,3099,3101],{},"长会话不 ",[74,3100,982],{}," 会越来越笨","：context 接近上限时，模型会开始忘记前面约定。社区共识：每 20-30 分钟 ",[74,3104,982],{}," 一次或 ",[74,3107,2362],{}," 开新会话",[146,3110,3111,3116,3117,3122],{},[41,3112,3113,3115],{},[74,3114,2404],{}," 切换是个坑","：跨模型切会丢部分 context ",[323,3118,3121],{"href":3119,"rel":3120},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[343],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[146,3124,3125,3130],{},[41,3126,3127,3129],{},[74,3128,2338],{}," 生成的 CLAUDE.md 要 review","：自动生成的会有冗余\u002F错误，第一次进项目花 5 分钟整理",[146,3132,3133,3138,3139,2464,3142,2464,3145,3148],{},[41,3134,3135,3137],{},[74,3136,2487],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[74,3140,3141],{},"\u002Fdeploy",[74,3143,3144],{},"\u002Fmigrate",[74,3146,3147],{},"\u002Freview-pr","，提交进 git",[146,3150,3151,3154,3155,3158,3159,3162],{},[41,3152,3153],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[74,3156,3157],{},"--permission-mode plan"," 或开 ",[74,3160,3161],{},"acceptEdits"," 但配合 git worktree",[146,3164,3165,3168],{},[41,3166,3167],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[146,3170,3171,3174],{},[41,3172,3173],{},"API token 烧钱速度","：BYOK 模式下，复杂 refactor 单次任务可能消耗几百万 token",[26,3176,1010],{"id":1010},[143,3178,3179,3191,3201,3213],{},[146,3180,1015,3181,955,3183,955,3185,955,3187,955,3189],{},[323,3182,954],{"href":953},[323,3184,1657],{"href":1656},[323,3186,761],{"href":760},[323,3188,767],{"href":766},[323,3190,1753],{"href":1752},[146,3192,1028,3193,955,3195,955,3197,955,3199],{},[323,3194,1032],{"href":1031},[323,3196,2064],{"href":2063},[323,3198,326],{"href":325},[323,3200,1042],{"href":1041},[146,3202,1045,3203,955,3207,955,3209],{},[323,3204,3206],{"href":3205},"\u002Fmodels\u002Fclaude-opus-4.html","Claude Opus 4",[323,3208,1049],{"href":1048},[323,3210,3212],{"href":3211},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[146,3214,1064,3215,955,3217],{},[323,3216,1068],{"href":1067},[323,3218,1072],{"href":1071},[26,3220,1075],{"id":1075},[143,3222,3223,3229,3235,3241,3248,3254],{},[146,3224,1080,3225],{},[323,3226,3227],{"href":3227,"rel":3228},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[343],[146,3230,1087,3231],{},[323,3232,3233],{"href":3233,"rel":3234},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[343],[146,3236,1094,3237],{},[323,3238,3239],{"href":3239,"rel":3240},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[343],[146,3242,3243,3244],{},"CLI Reference：",[323,3245,3246],{"href":3246,"rel":3247},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[343],[146,3249,3250,3251],{},"官方定价：",[323,3252,2603],{"href":2603,"rel":3253},[343],[146,3255,3256],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[38,3258,1114,3259,1118],{},[323,3260,1117],{"href":1117},[1120,3262,1122],{},{"title":84,"searchDepth":112,"depth":112,"links":3264},[3265,3266,3273,3274,3275,3276,3277,3278,3279],{"id":28,"depth":102,"text":29},{"id":1261,"depth":102,"text":1261,"children":3267},[3268,3269,3270,3271,3272],{"id":2223,"depth":112,"text":2224},{"id":2265,"depth":112,"text":2266},{"id":2313,"depth":112,"text":2314},{"id":2491,"depth":112,"text":2492},{"id":2574,"depth":112,"text":2575},{"id":568,"depth":102,"text":568},{"id":354,"depth":102,"text":355},{"id":1688,"depth":102,"text":1688},{"id":738,"depth":102,"text":738},{"id":1887,"depth":102,"text":1887},{"id":1010,"depth":102,"text":1010},{"id":1075,"depth":102,"text":1075},"\u002Fimg\u002Ftools\u002Fclaude-code.webp","Claude Code 2026 真实评测：Anthropic 官方 CLI 编程 Agent，适合终端、SSH、JetBrains\u002FVim 用户和长任务代码改造。本文整理安装使用、Sub-agents、Slash 命令、MCP、价格套餐、国内使用门槛，以及和 Cursor、Aider、Codex CLI 的区别。",[1151],{},[3285,3286,3287],"claude-opus-4","claude-sonnet-4-5","claude-haiku-4",[3289,3290,3291],"国内裸跑（账号 \u002F 支付 \u002F 网络三关）","预算 ¥100\u002F月以内的个人开发者","只想做基础代码补全（用 GitHub Copilot 更经济）","\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code",[1168,1169,1170],[3295,3301,3306,3310],{"plan":3296,"price":3297,"limit":3298,"cn_pay":3299,"note":3300},"Pay-as-go","按 API token 计费","Sonnet $3\u002F$15 per Mtok，Opus $15\u002F$75","✅ 第三方中转支持支付宝","BYOK 模式",{"plan":3302,"price":3028,"limit":3303,"cn_pay":3304,"note":3305},"Claude Pro","约 1-4 小时\u002F天活跃编码","⚠️ 需海外卡","网页 + Code 共享额度",{"plan":3307,"price":2657,"limit":3308,"cn_pay":3304,"note":3309},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":3311,"price":2670,"limit":3312,"cn_pay":3304,"note":3313},"Claude Max 20x","Pro 的 20 倍 + 优先队列","8h+\u002F天 agentic 工作流","API 按 token 计费 \u002F Pro $20 \u002F Max $100-$200 \u002F Team Premium $100-$125 seat",{"power":268,"ux":242,"price":112,"cn_support":102,"stability":242},{"title":755,"description":3281},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用",[3319,3321,3322,3324,3327],{"title":3320,"url":3233},"Claude Code 官方文档",{"title":2605,"url":2603},{"title":3323,"url":3246},"Claude Code CLI Reference",{"title":3325,"url":3326},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":3328,"url":2307},"Claude Code Cheat Sheet 2026","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[3331,3332,3333,3334,3335],"JetBrains \u002F Vim \u002F Emacs 用户（不想换编辑器）","需要长任务自主规划（>30min 单次任务）","服务器开发、运维脚本、CI\u002FCD 场景","需要在 SSH 远程主机上跑 AI 编程","重视稳定性 + 长上下文连贯性","Anthropic 官方终端 AI Coding Agent，长任务能力业界第一梯队",[1144,1214,1215,17,3338,3339],"long-task","mcp","Cursor 的强力补充。终端原生、IDE 无关、长任务跑得比 Cursor 稳。但 API 计费贵且国内更难用。","eA9AYxlx0V7kbDpfMQskCWtna37ukbT6ZCvFX4O8Zhs",{"id":3343,"title":1753,"alternatives":3344,"api_compatible":3347,"body":3350,"category":1144,"chinese_friendly":242,"cover":3840,"description":3841,"domestic":1147,"extension":1148,"faq":3842,"free":1147,"github":3800,"languages":3858,"meta":3859,"models":3860,"navigation":387,"notSuitable":3864,"opensource":387,"path":3868,"pillar":1166,"platforms":3869,"priceTable":3870,"pricing":3882,"published":2161,"relatedPlaybooks":3883,"relatedReviews":1149,"score":3886,"self_host":387,"seo":3887,"seoTitle":1149,"slug":1227,"sources":3888,"stem":3897,"suitable":3898,"tagline":3904,"tags":3905,"updated":2182,"verdict":3909,"website":3794,"__hash__":3910},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcline.md",[3345,15,13,3346],"coding\u002Fcli\u002Froo-code","coding\u002Fide\u002Fcursor",[18,17,20,3348,3349,21],"bedrock","vertex",{"type":23,"value":3351,"toc":3824},[3352,3354,3369,3372,3375,3402,3405,3407,3454,3459,3470,3474,3479,3483,3517,3520,3524,3535,3539,3542,3544,3552,3555,3685,3687,3748,3750,3757,3759,3786,3788,3816],[26,3353,29],{"id":28},[31,3355,3357,3366],{"className":3356},[34,35,36],[38,3358,3359,3361,3362,3365],{},[41,3360,43],{}," Cline 是 VS Code 里的开源 AI Agent 插件（Apache-2.0，58k+ stars），",[41,3363,3364],{},"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。",[38,3367,3368],{},"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。",[26,3370,3371],{"id":3371},"它到底是个什么",[38,3373,3374],{},"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：",[143,3376,3377,3382,3388,3397],{},[146,3378,3379,3381],{},[41,3380,774],{},"：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。",[146,3383,3384,3387],{},[41,3385,3386],{},"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。",[146,3389,3390,3392,3393,3396],{},[41,3391,326],{},"：原生支持 MCP 协议，并维护一个",[41,3394,3395],{},"社区 Marketplace","——比 Cursor \u002F Claude Code 的 MCP 生态都大。",[146,3398,3399,3401],{},[41,3400,789],{},"：Apache-2.0，可 fork \u002F 审计 \u002F 自部署，企业合规友好。",[38,3403,3404],{},"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）。",[26,3406,877],{"id":877},[577,3408,3409,3421],{},[580,3410,3411],{},[583,3412,3413,3416,3418],{},[586,3414,3415],{},"档位",[586,3417,877],{},[586,3419,3420],{},"说明",[596,3422,3423,3433,3443],{},[583,3424,3425,3428,3430],{},[601,3426,3427],{},"插件本体",[601,3429,1174],{},[601,3431,3432],{},"Apache-2.0 开源",[583,3434,3435,3437,3440],{},[601,3436,1038],{},[601,3438,3439],{},"按 API 计费",[601,3441,3442],{},"0 厂商抽成，付的钱全进 API 厂商口袋",[583,3444,3445,3448,3451],{},[601,3446,3447],{},"Cline Teams",[601,3449,3450],{},"询价",[601,3452,3453],{},"SSO + RBAC + 集中策略 + 审计 + 用量分析",[38,3455,3456],{},[41,3457,3458],{},"真实成本范例（参考）：",[143,3460,3461,3464,3467],{},[146,3462,3463],{},"Claude Sonnet 4.6 BYOK：$3 \u002F $15 per 1M token（input\u002Foutput），重度日用 $30-100\u002F月",[146,3465,3466],{},"DeepSeek V4 Pro BYOK：$0.435 \u002F $0.87 per 1M token，重度日用 $5-15\u002F月",[146,3468,3469],{},"Ollama 本地：$0（电费忽略），但需要 RTX 3090+ 才能跑 Qwen2.5-Coder 32B",[26,3471,3473],{"id":3472},"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）",[57,3475,3476],{},[38,3477,3478],{},"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。",[66,3480,3482],{"id":3481},"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",[1690,3484,3485,3488,3504,3510],{},[146,3486,3487],{},"输入任务：\"在这个 Express 项目里加一个 \u002Fapi\u002Fusers\u002Fme endpoint\"",[146,3489,3490,3493,3494,1277,3497,1277,3500,3503],{},[41,3491,3492],{},"Plan 阶段","：Cline 先读 ",[74,3495,3496],{},"package.json",[74,3498,3499],{},"app.js",[74,3501,3502],{},"routes\u002F","，列出需要新建\u002F修改的文件",[146,3505,3506,3509],{},[41,3507,3508],{},"Act 阶段","：每改一个文件、每跑一条命令都弹审批",[146,3511,3512,3513,3516],{},"完成后跑 ",[74,3514,3515],{},"npm test"," 验证",[38,3518,3519],{},"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。",[66,3521,3523],{"id":3522},"任务-2byok-切到-deepseek-压成本","任务 2：BYOK 切到 DeepSeek 压成本",[38,3525,3526,3527,3530,3531,3534],{},"设置里选 OpenAI-compatible，base URL 填 DeepSeek 的 endpoint（",[74,3528,3529],{},"https:\u002F\u002Fapi.deepseek.com","），key 填好，模型选 ",[74,3532,3533],{},"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。",[66,3536,3538],{"id":3537},"任务-3mcp-marketplace-装数据库-server","任务 3：MCP Marketplace 装数据库 server",[38,3540,3541],{},"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。",[26,3543,355],{"id":354},[79,3545,3550],{"className":3546,"code":3548,"language":3549,"meta":84},[3547],"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",[74,3551,3548],{"__ignoreMap":84},[26,3553,3554],{"id":3554},"同类对比",[577,3556,3557,3572],{},[580,3558,3559],{},[583,3560,3561,3563,3565,3568,3570],{},[586,3562,747],{},[586,3564,1753],{},[586,3566,3567],{},"Roo Code",[586,3569,954],{},[586,3571,755],{},[596,3573,3574,3589,3603,3616,3632,3651,3668],{},[583,3575,3576,3578,3581,3583,3586],{},[601,3577,774],{},[601,3579,3580],{},"VS Code 插件",[601,3582,3580],{},[601,3584,3585],{},"独立 IDE",[601,3587,3588],{},"终端",[583,3590,3591,3593,3596,3598,3601],{},[601,3592,789],{},[601,3594,3595],{},"Apache-2.0",[601,3597,3595],{},[601,3599,3600],{},"闭源",[601,3602,3600],{},[583,3604,3605,3607,3609,3611,3614],{},[601,3606,1038],{},[601,3608,798],{},[601,3610,798],{},[601,3612,3613],{},"部分",[601,3615,795],{},[583,3617,3618,3621,3624,3627,3630],{},[601,3619,3620],{},"默认审批",[601,3622,3623],{},"每步",[601,3625,3626],{},"可配置",[601,3628,3629],{},"Accept All",[601,3631,3626],{},[583,3633,3634,3637,3643,3646,3649],{},[601,3635,3636],{},"MCP 生态",[601,3638,3639,3642],{},[41,3640,3641],{},"最大","（Marketplace）",[601,3644,3645],{},"中",[601,3647,3648],{},"中（注册表 200+）",[601,3650,3645],{},[583,3652,3653,3656,3659,3662,3665],{},[601,3654,3655],{},"团队功能",[601,3657,3658],{},"Cline Teams（询价）",[601,3660,3661],{},"Cloud Team $99\u002F月",[601,3663,3664],{},"Teams $40\u002F用户\u002F月",[601,3666,3667],{},"Claude Team",[583,3669,3670,3673,3676,3679,3682],{},[601,3671,3672],{},"适合",[601,3674,3675],{},"谨慎派 + BYOK",[601,3677,3678],{},"Mode 切换重度 + Cloud Agent",[601,3680,3681],{},"GUI 全能",[601,3683,3684],{},"终端硬核",[26,3686,1887],{"id":1887},[1690,3688,3689,3695,3709,3719,3725,3731],{},[146,3690,3691,3694],{},[41,3692,3693],{},"每步审批默认开","，新手会觉得烦——可在设置里把信任的工具加白名单（read_file \u002F list_dir 等）减少弹窗。",[146,3696,3697,3700,3701,3704,3705,3708],{},[41,3698,3699],{},"BYOK 别填错 base URL","，DeepSeek \u002F 第三方 OpenAI 兼容端需要写对 ",[74,3702,3703],{},"https:\u002F\u002Fapi.deepseek.com\u002Fv1","，少 ",[74,3706,3707],{},"\u002Fv1"," 会 404。",[146,3710,3711,3714,3715,3718],{},[41,3712,3713],{},"Plan 阶段读太多文件","，第一轮上下文容易吃光配额——大项目里加 ",[74,3716,3717],{},".clineignore"," 排除 node_modules \u002F dist。",[146,3720,3721,3724],{},[41,3722,3723],{},"MCP server 装多了会拖慢启动","，VS Code 启动时会逐个连，配置 30+ 个 server 会明显卡顿，按需启用。",[146,3726,3727,3730],{},[41,3728,3729],{},"OpenRouter \u002F 第三方代理 endpoint 偶尔抽风","，可以同时配 2 个 provider 互为备份。",[146,3732,3733,3736,3737,955,3740,3743,3744,3747],{},[41,3734,3735],{},"跨平台 path 问题","：Windows 下 Cline 跑的 shell 默认是 cmd 而非 git-bash，命令里 ",[74,3738,3739],{},"&&",[74,3741,3742],{},"$HOME"," 等可能失败，配置改 ",[74,3745,3746],{},"terminal.integrated.defaultProfile.windows","。",[26,3749,1989],{"id":1988},[38,3751,3752,3753,3756],{},"✅ 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。",[3754,3755],"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。",[26,3758,1010],{"id":1010},[143,3760,3761,3768,3775],{},[146,3762,3763,3764],{},"配套 playbook：",[323,3765,3767],{"href":3766},"\u002Fplaybook\u002Fcline-vs-roo-code.html","Cline vs Roo Code 怎么选",[146,3769,3770,3771],{},"同分类：",[323,3772,3774],{"href":3773},"\u002Fcoding\u002Fcli\u002F","AI CLI 全分类",[146,3776,3777,3778,3781,3782,3781,3784],{},"替代品：",[323,3779,3567],{"href":3780},"\u002Fcoding\u002Fcli\u002Froo-code.html"," · ",[323,3783,767],{"href":766},[323,3785,755],{"href":754},[26,3787,1075],{"id":1075},[143,3789,3790,3796,3802,3809],{},[146,3791,1080,3792],{},[323,3793,3794],{"href":3794,"rel":3795},"https:\u002F\u002Fcline.bot",[343],[146,3797,1094,3798],{},[323,3799,3800],{"href":3800,"rel":3801},"https:\u002F\u002Fgithub.com\u002Fcline\u002Fcline",[343],[146,3803,3804,3805],{},"Roo Code vs Cline（Serenities AI 2026）：",[323,3806,3807],{"href":3807,"rel":3808},"https:\u002F\u002Fserenitiesai.com\u002Farticles\u002Froo-code-vs-cline-ai-coding-2026",[343],[146,3810,3811,3812],{},"Roo Code vs Cline（Qodo 2025-12）：",[323,3813,3814],{"href":3814,"rel":3815},"https:\u002F\u002Fwww.qodo.ai\u002Fblog\u002Froo-code-vs-cline",[343],[57,3817,3818],{},[38,3819,3820,3821,3823],{},"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 ",[323,3822,1117],{"href":1117}," 反馈更新。",{"title":84,"searchDepth":112,"depth":112,"links":3825},[3826,3827,3828,3829,3834,3835,3836,3837,3838,3839],{"id":28,"depth":102,"text":29},{"id":3371,"depth":102,"text":3371},{"id":877,"depth":102,"text":877},{"id":3472,"depth":102,"text":3473,"children":3830},[3831,3832,3833],{"id":3481,"depth":112,"text":3482},{"id":3522,"depth":112,"text":3523},{"id":3537,"depth":112,"text":3538},{"id":354,"depth":102,"text":355},{"id":3554,"depth":102,"text":3554},{"id":1887,"depth":102,"text":1887},{"id":1988,"depth":102,"text":1989},{"id":1010,"depth":102,"text":1010},{"id":1075,"depth":102,"text":1075},"\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。",[3843,3846,3849,3852,3855],{"q":3844,"a":3845},"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":3847,"a":3848},"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":3850,"a":3851},"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":3853,"a":3854},"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":3856,"a":3857},"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。",[2145,1151],{},[3861,3862,1157,3863,1155],"claude-sonnet-4.6","claude-opus-4.6","qwen-coder",[3865,3866,3867],"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",[1170,1168,1169],[3871,3875,3879],{"plan":3427,"price":1174,"limit":3872,"cn_pay":3873,"note":3874},"Apache-2.0 开源，VS Code Marketplace 安装","—","0 厂商抽成",{"plan":3300,"price":3439,"limit":3876,"cn_pay":3877,"note":3878},"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":3447,"price":3880,"limit":3453,"cn_pay":3873,"note":3881},"$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",[3884,3885],"ai-coding\u002Fcline-vs-roo-code","ai-coding\u002Fbyok-cost-optimization",{"power":242,"ux":242,"price":268,"cn_support":242,"stability":242},{"title":1753,"description":3841},[3889,3891,3893,3895],{"title":3890,"url":3800},"Cline GitHub",{"title":3892,"url":3794},"Cline 官网",{"title":3894,"url":3807},"Roo Code vs Cline（Serenities AI 2026）",{"title":3896,"url":3814},"Roo Code vs Cline（Qodo 2025-12）","tools\u002Fcoding\u002Fcli\u002Fcline",[3899,3900,3901,3902,3903],"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",[1214,3906,1216,1217,3907,3908],"vscode-plugin","mcp-marketplace","plan-act","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。","kj0dSFyq3PhRQV8hU8aLG9qxe5Kplln6d_Fv3LWGq-I",{"id":3912,"title":761,"alternatives":3913,"api_compatible":3914,"body":3915,"category":1144,"chinese_friendly":112,"cover":4549,"description":4550,"domestic":1147,"extension":1148,"faq":4551,"free":1147,"github":3940,"languages":4566,"meta":4567,"models":4568,"navigation":387,"notSuitable":4572,"opensource":387,"path":4576,"pillar":1166,"platforms":4577,"priceTable":4578,"pricing":4593,"published":2161,"relatedPlaybooks":4594,"relatedReviews":1149,"score":4597,"self_host":1147,"seo":4598,"seoTitle":1149,"slug":14,"sources":4599,"stem":4608,"suitable":4609,"tagline":4614,"tags":4615,"updated":2182,"verdict":4618,"website":4503,"__hash__":4619},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex.md",[13,15,1227],[18],{"type":23,"value":3916,"toc":4533},[3917,3919,3934,3936,3947,3950,3970,3973,4003,4005,4061,4066,4070,4075,4079,4101,4104,4108,4131,4135,4155,4158,4160,4260,4270,4272,4404,4409,4411,4465,4467,4473,4475,4495,4497,4524,4530],[26,3918,29],{"id":28},[31,3920,3922,3931],{"className":3921},[34,35,36],[38,3923,3924,3926,3927,3930],{},[41,3925,43],{}," Codex CLI 是 OpenAI 官方做的终端 Coding Agent，对标 Claude Code。",[41,3928,3929],{},"Rust 实现 + Windows 原生沙箱 + 子代理 + MCP + Hooks","，2026 默认模型 gpt-5-codex \u002F gpt-5-codex-mini，ChatGPT Plus\u002FPro\u002FTeam\u002FEdu 已含使用额度。",[38,3932,3933],{},"形态和 Claude Code 几乎一样，差异主要在模型选择。喜欢 GPT 的人选它，喜欢 Claude 的留 Claude Code。",[26,3935,3371],{"id":3371},[38,3937,3938,3943,3944,3946],{},[323,3939,3942],{"href":3940,"rel":3941},"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex",[343],"GitHub: openai\u002Fcodex","，",[41,3945,3432],{},"，Rust 写的二进制，428+ 贡献者。在终端里跑一个能读 \u002F 改 \u002F 执行代码的 Agent，类似 Claude Code 但绑定 OpenAI 模型。",[38,3948,3949],{},"2026 的三个主线：",[1690,3951,3952,3958,3964],{},[146,3953,3954,3957],{},[41,3955,3956],{},"速度 & 实时","：gpt-5.3-codex-spark 推理速度 1000+ token\u002Fs；WebSocket 远程控制延迟优化。",[146,3959,3960,3963],{},[41,3961,3962],{},"Agent 自主性","：Subagents GA、Smart Approvals、PostToolUse hooks、worktree 自动化。",[146,3965,3966,3969],{},[41,3967,3968],{},"企业就绪","：自定义 CA 证书、userpromptsubmit hooks、托管配置、插件策略强制。",[38,3971,3972],{},"最有用的 4 个能力：",[143,3974,3975,3981,3987,3993],{},[146,3976,3977,3980],{},[41,3978,3979],{},"沙箱执行","：默认在受限沙箱跑命令（macOS Sandbox \u002F Linux Landlock \u002F Windows AppContainer），不会污染主机。",[146,3982,3983,3986],{},[41,3984,3985],{},"MCP 工具调用","：连 GitHub \u002F 数据库 \u002F Slack \u002F 自建 server，支持并行 tool call。",[146,3988,3989,3992],{},[41,3990,3991],{},"Subagents","：把大任务拆给多个并行 sub-agent，token 用得多但效率高。",[146,3994,3995,3998,3999,4002],{},[41,3996,3997],{},"Image inputs","：终端里 ",[74,4000,4001],{},"codex -i screenshot.png \"解释这个错误\""," 直接读图。",[26,4004,877],{"id":877},[577,4006,4007,4017],{},[580,4008,4009],{},[583,4010,4011,4013,4015],{},[586,4012,3415],{},[586,4014,877],{},[586,4016,3420],{},[596,4018,4019,4029,4039,4050],{},[583,4020,4021,4024,4026],{},[601,4022,4023],{},"ChatGPT Plus",[601,4025,3028],{},[601,4027,4028],{},"含 Codex CLI 用量（2026-03 起 mini 模型额度 +4×）",[583,4030,4031,4034,4036],{},[601,4032,4033],{},"ChatGPT Pro",[601,4035,2670],{},[601,4037,4038],{},"更高额度 + 优先处理 + Spark 研究预览",[583,4040,4041,4044,4047],{},[601,4042,4043],{},"Business \u002F Edu \u002F Team",[601,4045,4046],{},"$25-30\u002F用户\u002F月起",[601,4048,4049],{},"企业管理 + SSO + Codex 含在内",[583,4051,4052,4055,4058],{},[601,4053,4054],{},"纯 API",[601,4056,4057],{},"按 token",[601,4059,4060],{},"gpt-5.5 ≈ $1.25 \u002F $10 per 1M token",[57,4062,4063],{},[38,4064,4065],{},"已经付 ChatGPT Plus 的人，等于白嫖一个 Codex CLI 用量，几乎不必另开 API 账号。",[26,4067,4069],{"id":4068},"真实任务实测基于官方文档归纳","真实任务实测（基于官方文档归纳）",[57,4071,4072],{},[38,4073,4074],{},"来源说明：以下基于 Codex CLI 官方 features 文档与公开评测整合。",[66,4076,4078],{"id":4077},"任务-1在-50k-行-rust-项目里加新-feature","任务 1：在 50k 行 Rust 项目里加新 feature",[79,4080,4082],{"className":81,"code":4081,"language":83,"meta":84,"style":84},"codex -m gpt-5-codex\n> 在 src\u002Fauth 模块下加 OAuth2 callback handler，参考已有的 token refresh 实现\n",[74,4083,4084,4094],{"__ignoreMap":84},[88,4085,4086,4089,4091],{"class":90,"line":91},[88,4087,4088],{"class":105},"codex",[88,4090,1499],{"class":94},[88,4092,4093],{"class":98}," gpt-5-codex\n",[88,4095,4096,4098],{"class":90,"line":102},[88,4097,116],{"class":115},[88,4099,4100],{"class":119}," 在 src\u002Fauth 模块下加 OAuth2 callback handler，参考已有的 token refresh 实现\n",[38,4102,4103],{},"Agent 会 plan → 读相关文件 → 跑 cargo check → 跑测试 → 提 diff。子代理可以同时跑 lint 和 test 两条线。",[66,4105,4107],{"id":4106},"任务-2ci-失败自动-debug","任务 2：CI 失败自动 debug",[79,4109,4111],{"className":81,"code":4110,"language":83,"meta":84,"style":84},"codex --features enable post_tool_use_hook\n# 然后跑 cargo test，CI 失败时 Hook 自动触发 Agent 分析失败 + 写 fix\n",[74,4112,4113,4126],{"__ignoreMap":84},[88,4114,4115,4117,4120,4123],{"class":90,"line":91},[88,4116,4088],{"class":105},[88,4118,4119],{"class":94}," --features",[88,4121,4122],{"class":98}," enable",[88,4124,4125],{"class":98}," post_tool_use_hook\n",[88,4127,4128],{"class":90,"line":102},[88,4129,4130],{"class":108},"# 然后跑 cargo test，CI 失败时 Hook 自动触发 Agent 分析失败 + 写 fix\n",[66,4132,4134],{"id":4133},"任务-3跨仓库脚手架生成","任务 3：跨仓库脚手架生成",[79,4136,4138],{"className":81,"code":4137,"language":83,"meta":84,"style":84},"codex -m gpt-5-codex\n> 用 mono-repo 模式建 3 个 package：core \u002F cli \u002F web，统一走 pnpm workspace\n",[74,4139,4140,4148],{"__ignoreMap":84},[88,4141,4142,4144,4146],{"class":90,"line":91},[88,4143,4088],{"class":105},[88,4145,1499],{"class":94},[88,4147,4093],{"class":98},[88,4149,4150,4152],{"class":90,"line":102},[88,4151,116],{"class":115},[88,4153,4154],{"class":119}," 用 mono-repo 模式建 3 个 package：core \u002F cli \u002F web，统一走 pnpm workspace\n",[38,4156,4157],{},"子代理并行起 3 个目录的初始化，单次任务跑完 ~3 分钟，token 用约 80k。",[26,4159,355],{"id":354},[79,4161,4163],{"className":81,"code":4162,"language":83,"meta":84,"style":84},"# macOS \u002F Linux\ncurl -fsSL https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh | sh\n\n# Windows（原生 PowerShell）\n# 见官方 Windows setup guide，或用 npm i -g @openai\u002Fcodex\n\ncodex                          # 启动 TUI\ncodex -m gpt-5-codex .         # 在当前目录起 Agent\ncodex --remote wss:\u002F\u002F...       # 远程模式（SSH \u002F 容器）\ncodex features list            # 看可用 feature flag\ncodex features enable unified_exec\n",[74,4164,4165,4169,4183,4187,4192,4197,4201,4208,4223,4236,4249],{"__ignoreMap":84},[88,4166,4167],{"class":90,"line":91},[88,4168,365],{"class":108},[88,4170,4171,4173,4175,4178,4180],{"class":90,"line":102},[88,4172,370],{"class":105},[88,4174,373],{"class":94},[88,4176,4177],{"class":98}," https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh",[88,4179,379],{"class":115},[88,4181,4182],{"class":105}," sh\n",[88,4184,4185],{"class":90,"line":112},[88,4186,388],{"emptyLinePlaceholder":387},[88,4188,4189],{"class":90,"line":242},[88,4190,4191],{"class":108},"# Windows（原生 PowerShell）\n",[88,4193,4194],{"class":90,"line":268},[88,4195,4196],{"class":108},"# 见官方 Windows setup guide，或用 npm i -g @openai\u002Fcodex\n",[88,4198,4199],{"class":90,"line":295},[88,4200,388],{"emptyLinePlaceholder":387},[88,4202,4203,4205],{"class":90,"line":301},[88,4204,4088],{"class":105},[88,4206,4207],{"class":108},"                          # 启动 TUI\n",[88,4209,4210,4212,4214,4217,4220],{"class":90,"line":418},[88,4211,4088],{"class":105},[88,4213,1499],{"class":94},[88,4215,4216],{"class":98}," gpt-5-codex",[88,4218,4219],{"class":98}," .",[88,4221,4222],{"class":108},"         # 在当前目录起 Agent\n",[88,4224,4225,4227,4230,4233],{"class":90,"line":433},[88,4226,4088],{"class":105},[88,4228,4229],{"class":94}," --remote",[88,4231,4232],{"class":98}," wss:\u002F\u002F...",[88,4234,4235],{"class":108},"       # 远程模式（SSH \u002F 容器）\n",[88,4237,4238,4240,4243,4246],{"class":90,"line":438},[88,4239,4088],{"class":105},[88,4241,4242],{"class":98}," features",[88,4244,4245],{"class":98}," list",[88,4247,4248],{"class":108},"            # 看可用 feature flag\n",[88,4250,4251,4253,4255,4257],{"class":90,"line":444},[88,4252,4088],{"class":105},[88,4254,4242],{"class":98},[88,4256,4122],{"class":98},[88,4258,4259],{"class":98}," unified_exec\n",[38,4261,4262,4263,4266,4267,1963],{},"配置文件：",[74,4264,4265],{},"$CODEX_HOME\u002Fconfig.toml","（默认 ",[74,4268,4269],{},"~\u002F.codex\u002Fconfig.toml",[26,4271,3554],{"id":3554},[577,4273,4274,4288],{},[580,4275,4276],{},[583,4277,4278,4280,4282,4284,4286],{},[586,4279,747],{},[586,4281,761],{},[586,4283,755],{},[586,4285,767],{},[586,4287,1753],{},[596,4289,4290,4304,4320,4336,4353,4365,4379,4391],{},[583,4291,4292,4294,4297,4299,4302],{},[601,4293,774],{},[601,4295,4296],{},"终端 TUI",[601,4298,4296],{},[601,4300,4301],{},"终端 REPL",[601,4303,3580],{},[583,4305,4306,4309,4312,4315,4318],{},[601,4307,4308],{},"默认模型",[601,4310,4311],{},"gpt-5-codex",[601,4313,4314],{},"Claude Sonnet\u002FOpus",[601,4316,4317],{},"BYOK 任意",[601,4319,4317],{},[583,4321,4322,4325,4328,4331,4334],{},[601,4323,4324],{},"含在订阅",[601,4326,4327],{},"ChatGPT Plus\u002FPro",[601,4329,4330],{},"Claude.ai $20\u002F月",[601,4332,4333],{},"❌（仅 API）",[601,4335,4333],{},[583,4337,4338,4341,4344,4347,4350],{},[601,4339,4340],{},"沙箱",[601,4342,4343],{},"macOS Sandbox \u002F Landlock \u002F AppContainer",[601,4345,4346],{},"类似",[601,4348,4349],{},"无",[601,4351,4352],{},"VS Code 环境",[583,4354,4355,4357,4359,4361,4363],{},[601,4356,326],{},[601,4358,798],{},[601,4360,798],{},[601,4362,3613],{},[601,4364,798],{},[583,4366,4367,4369,4372,4375,4377],{},[601,4368,3991],{},[601,4370,4371],{},"✅ GA",[601,4373,4374],{},"✅ Task tool",[601,4376,795],{},[601,4378,795],{},[583,4380,4381,4383,4385,4387,4389],{},[601,4382,789],{},[601,4384,3595],{},[601,4386,3600],{},[601,4388,3595],{},[601,4390,3595],{},[583,4392,4393,4396,4398,4400,4402],{},[601,4394,4395],{},"原生 Windows",[601,4397,798],{},[601,4399,3613],{},[601,4401,798],{},[601,4403,798],{},[57,4405,4406],{},[38,4407,4408],{},"一句话区分：Codex CLI = OpenAI 官方版的 Claude Code；Claude Code = Anthropic 官方版的 Codex；Aider = 任意 OpenAI 兼容 API 都能跑；Cline = VS Code 里的 GUI 终端 Agent。",[26,4410,1887],{"id":1887},[1690,4412,4413,4419,4429,4439,4445,4451],{},[146,4414,4415,4418],{},[41,4416,4417],{},"国内访问别频繁切 IP","，OpenAI 风控严，账号被封基本无法找回。",[146,4420,4421,4424,4425,4428],{},[41,4422,4423],{},"沙箱默认会限制网络","，跑 ",[74,4426,4427],{},"npm install"," 等需要联网的命令前先看 approval 弹窗。",[146,4430,4431,4434,4435,4438],{},[41,4432,4433],{},"Subagents 吃 token 多","，预算敏感时关闭 ",[74,4436,4437],{},"[agents]"," 配置或换 mini 模型。",[146,4440,4441,4444],{},[41,4442,4443],{},"WebSocket 远程模式只接受 wss:\u002F\u002F 或 localhost ws:\u002F\u002F","，远程公网必须 TLS。",[146,4446,4447,4450],{},[41,4448,4449],{},"gpt-5-codex 比 gpt-5.5 便宜但能力对齐","，2026-03 之后默认推荐用 codex 系列而非 5.5。",[146,4452,4453,4460,4461,4464],{},[41,4454,4455,4456,4459],{},"不要用过期的 ",[74,4457,4458],{},"--approval-mode"," 旧参数","，新版用 ",[74,4462,4463],{},"codex features"," 子命令管理。",[26,4466,1989],{"id":1988},[38,4468,4469,4470,4472],{},"✅ 终端 \u002F TMUX \u002F Vim 重度用户；已订阅 ChatGPT Plus \u002F Pro 的人；Windows 原生开发者；headless \u002F SSH \u002F 容器场景。",[3754,4471],{},"\n❌ GUI 党；纯内网开发；偏好 Claude 长上下文风格的人。",[26,4474,1010],{"id":1010},[143,4476,4477,4483,4487],{},[146,4478,3763,4479],{},[323,4480,4482],{"href":4481},"\u002Fplaybook\u002Fcodex-cli-vs-claude-code.html","Codex CLI vs Claude Code 怎么选",[146,4484,3770,4485],{},[323,4486,3774],{"href":3773},[146,4488,3777,4489,3781,4491,3781,4493],{},[323,4490,755],{"href":754},[323,4492,767],{"href":766},[323,4494,1753],{"href":1752},[26,4496,1075],{"id":1075},[143,4498,4499,4505,4512,4517],{},[146,4500,1087,4501],{},[323,4502,4503],{"href":4503,"rel":4504},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli",[343],[146,4506,4507,4508],{},"Features 页：",[323,4509,4510],{"href":4510,"rel":4511},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli\u002Ffeatures",[343],[146,4513,1094,4514],{},[323,4515,3940],{"href":3940,"rel":4516},[343],[146,4518,4519,4520],{},"2026 更新综述：",[323,4521,4522],{"href":4522,"rel":4523},"https:\u002F\u002Fcodex.danielvaughan.com\u002F2026\u002F03\u002F27\u002Fcodex-cli-in-2026-whats-new",[343],[57,4525,4526],{},[38,4527,3820,4528,3823],{},[323,4529,1117],{"href":1117},[1120,4531,4532],{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}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);}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}",{"title":84,"searchDepth":112,"depth":112,"links":4534},[4535,4536,4537,4538,4543,4544,4545,4546,4547,4548],{"id":28,"depth":102,"text":29},{"id":3371,"depth":102,"text":3371},{"id":877,"depth":102,"text":877},{"id":4068,"depth":102,"text":4069,"children":4539},[4540,4541,4542],{"id":4077,"depth":112,"text":4078},{"id":4106,"depth":112,"text":4107},{"id":4133,"depth":112,"text":4134},{"id":354,"depth":102,"text":355},{"id":3554,"depth":102,"text":3554},{"id":1887,"depth":102,"text":1887},{"id":1988,"depth":102,"text":1989},{"id":1010,"depth":102,"text":1010},{"id":1075,"depth":102,"text":1075},"\u002Fimg\u002Ftools\u002Fcodex.webp","Codex CLI 真实评测：OpenAI 官方开源（Apache-2.0）终端 Coding Agent，Rust 实现，原生 Windows 沙箱 + 子代理 + MCP + 钩子 + 远程控制；2026 默认模型升级到 gpt-5-codex \u002F gpt-5-codex-mini，Plus\u002FPro\u002FTeam\u002FEdu 计划已含。",[4552,4555,4558,4560,4563],{"q":4553,"a":4554},"Codex CLI 和 Claude Code 有什么区别？","形态几乎一致：都是终端 Agent + 沙箱执行 + MCP + 子代理。差异主要在模型——Codex CLI 走 OpenAI 的 gpt-5-codex 系列，Claude Code 走 Anthropic Sonnet\u002FOpus。OpenAI 在原生 Windows 沙箱（不需要 WSL）和 Rust 实现速度上略胜，Claude 在长任务上下文连续性上略胜。",{"q":4556,"a":4557},"在 Windows 上怎么用？","原生 PowerShell 沙箱模式（推荐），也支持 WSL2。安装命令：curl -fsSL https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh | sh（macOS\u002FLinux），Windows 直接通过 npm 或 PowerShell installer。",{"q":3856,"a":4559},"需要 OpenAI 账号 + 稳定代理。Plus \u002F Pro 订阅可走支付宝。直接 `codex` 即可启动。",{"q":4561,"a":4562},"Codex CLI 支持本地模型吗？","原生只走 OpenAI API。如果要本地模型，建议用 Aider（OpenAI 兼容 endpoint，可指向 Ollama \u002F vLLM）。",{"q":4564,"a":4565},"Subagents \u002F Hooks \u002F MCP 是什么？","Subagents：把大任务拆给多个并行子代理；Hooks（PostToolUse \u002F userpromptsubmit）：在工具调用前后插入企业策略；MCP：连外部工具（GitHub \u002F 数据库 \u002F Slack）。Codex 2026 把这三块都做到了 GA。",[2145,1151],{},[4569,4311,4570,4571],"gpt-5.5","gpt-5-codex-mini","gpt-5.3-codex-spark",[4573,4574,4575],"重度 GUI 党（终端排斥者请用 Cursor）","国内纯内网（OpenAI API 需稳定代理）","需要 Claude 上下文风格的人","\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex",[1170,1168,1169],[4579,4583,4586,4589],{"plan":4023,"price":3028,"limit":4580,"cn_pay":4581,"note":4582},"含 Codex CLI 使用额度，默认 gpt-5-codex-mini（2026-03 起额度 +4×）","支付宝","个人入门",{"plan":4033,"price":2670,"limit":4584,"cn_pay":4581,"note":4585},"更高额度 + 优先处理 + GPT-5.3-Codex-Spark 研究预览","Agent 重度用户",{"plan":4043,"price":4046,"limit":4587,"cn_pay":3873,"note":4588},"团队管理 + SSO + Codex 含在内","团队档",{"plan":4590,"price":4057,"limit":4591,"cn_pay":3873,"note":4592},"纯 API 调用","gpt-5.5 ≈ $1.25\u002F$10 per 1M tokens（input\u002Foutput）","BYOK 自由模式","ChatGPT Plus\u002FPro\u002FBusiness\u002FEdu\u002FEnterprise 包含 \u002F 或按 OpenAI API 计费",[4595,4596],"ai-coding\u002Fcodex-cli-vs-claude-code","ai-coding\u002Fterminal-agent-workflow",{"power":268,"ux":242,"price":242,"cn_support":112,"stability":242},{"title":761,"description":4550},[4600,4602,4604,4606],{"title":4601,"url":4503},"Codex CLI 官方文档",{"title":4603,"url":4510},"Codex CLI Features 官方",{"title":4605,"url":3940},"Codex CLI GitHub",{"title":4607,"url":4522},"Codex CLI 2026 更新综述","tools\u002Fcoding\u002Fcli\u002Fcodex",[4610,4611,4612,4613],"终端 \u002F TMUX \u002F Vim 重度用户","已经订阅 ChatGPT Plus \u002F Pro 的人（白嫖 Codex 用量）","Windows 原生开发者（Codex CLI 有 PowerShell 沙箱，不必走 WSL）","需要远程 SSH \u002F 容器中跑 Agent 的人（headless 友好）","OpenAI 官方终端 Coding Agent，GPT-5.5 \u002F gpt-5-codex 驱动",[1144,1214,1215,18,1155,4616,3339,1216,4617],"subagents","rust","Claude Code 的 OpenAI 版镜像。Plus \u002F Pro 已含、Windows 原生沙箱、Rust 速度快，喜欢 GPT 派的人首选；Claude Sonnet 4.5 在长任务上仍略胜，喜欢 Claude 的留 Claude Code。","yuhhpEbqR7kWVQ0pUFXQrPNj-3Uuhg7Xc0IXjaxW2_0",{"id":4621,"title":1025,"alternatives":4622,"api_compatible":4623,"body":4626,"category":1144,"chinese_friendly":112,"cover":5191,"description":5192,"domestic":1147,"extension":1148,"faq":5193,"free":1147,"github":5165,"languages":5206,"meta":5207,"models":5208,"navigation":387,"notSuitable":5210,"opensource":387,"path":5214,"pillar":1166,"platforms":5215,"priceTable":5216,"pricing":5229,"published":5230,"relatedPlaybooks":5231,"relatedReviews":1149,"score":5233,"self_host":1147,"seo":5234,"seoTitle":1149,"slug":5235,"sources":5236,"stem":5241,"suitable":5242,"tagline":5247,"tags":5248,"updated":5230,"verdict":5250,"website":5158,"__hash__":5251},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fgemini-cli.md",[13,14,15],[4624,4625],"gemini","vertex-ai",{"type":23,"value":4627,"toc":5175},[4628,4630,4644,4647,4653,4656,4676,4679,4731,4734,4737,4818,4821,4870,4873,4877,4880,4901,4904,4907,4911,4917,4920,4924,4930,4933,4937,4973,4976,4978,5088,5093,5107,5109,5141,5143,5149,5151,5167,5172],[26,4629,29],{"id":28},[31,4631,4633,4641],{"className":4632},[34,35,36],[38,4634,4635,4637,4638,3747],{},[41,4636,43],{}," Gemini CLI 是 Google 官方开源的终端 AI Agent。它把 Gemini 模型、文件读写、shell、web fetch、Google Search grounding 和 MCP 接到一个命令行工具里，最大卖点是 ",[41,4639,4640],{},"1M token 上下文 + 个人账号免费额度",[38,4642,4643],{},"如果你已经在用 Claude Code \u002F Codex CLI，Gemini CLI 不一定替代它们，但很适合作为「第二意见」「低成本大仓库阅读」「联网查新资料」的工具。",[26,4645,4646],{"id":4646},"它是什么",[38,4648,4649,4650,4652],{},"Gemini CLI 是一个 Apache-2.0 开源的终端 Agent。使用方式和 Claude Code \u002F Codex CLI 类似：进入项目目录，运行 ",[74,4651,4624],{},"，然后用自然语言让它读文件、解释架构、修改代码、跑命令、调试错误。",[38,4654,4655],{},"它的特点不是「最强代码生成」，而是三件事：",[1690,4657,4658,4664,4670],{},[146,4659,4660,4663],{},[41,4661,4662],{},"上下文大","：官方文档强调可访问 Gemini 2.5 Pro 的 1M token context window。",[146,4665,4666,4669],{},[41,4667,4668],{},"免费额度大","：个人 Google 账号入口标注 60 requests\u002Fmin、1,000 requests\u002Fday。",[146,4671,4672,4675],{},[41,4673,4674],{},"搜索原生","：Google Search grounding 是内置能力，查新资料、查报错、查 API 文档时很顺手。",[26,4677,4678],{"id":4678},"安装与启动",[79,4680,4682],{"className":81,"code":4681,"language":83,"meta":84,"style":84},"# 免安装试用\nnpx https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\n\n# 全局安装\nnpm install -g @google\u002Fgemini-cli\n\n# 启动当前目录会话\ngemini\n",[74,4683,4684,4689,4697,4701,4706,4717,4721,4726],{"__ignoreMap":84},[88,4685,4686],{"class":90,"line":91},[88,4687,4688],{"class":108},"# 免安装试用\n",[88,4690,4691,4694],{"class":90,"line":102},[88,4692,4693],{"class":105},"npx",[88,4695,4696],{"class":98}," https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\n",[88,4698,4699],{"class":90,"line":112},[88,4700,388],{"emptyLinePlaceholder":387},[88,4702,4703],{"class":90,"line":242},[88,4704,4705],{"class":108},"# 全局安装\n",[88,4707,4708,4710,4712,4714],{"class":90,"line":268},[88,4709,421],{"class":105},[88,4711,424],{"class":98},[88,4713,427],{"class":94},[88,4715,4716],{"class":98}," @google\u002Fgemini-cli\n",[88,4718,4719],{"class":90,"line":295},[88,4720,388],{"emptyLinePlaceholder":387},[88,4722,4723],{"class":90,"line":301},[88,4724,4725],{"class":108},"# 启动当前目录会话\n",[88,4727,4728],{"class":90,"line":418},[88,4729,4730],{"class":105},"gemini\n",[38,4732,4733],{},"要求 Node.js 20+，支持 Windows \u002F macOS \u002F Linux。",[38,4735,4736],{},"常用命令：",[79,4738,4740],{"className":81,"code":4739,"language":83,"meta":84,"style":84},"# 非交互问答\ngemini -p \"Explain the architecture of this codebase\"\n\n# 指定模型\ngemini -m gemini-2.5-flash\n\n# 额外包含目录\ngemini --include-directories ..\u002Fdocs,..\u002Fpackages\n\n# JSON 输出，方便脚本串联\ngemini -p \"Summarize open issues\" --output-format json\n",[74,4741,4742,4747,4757,4761,4766,4775,4779,4784,4794,4798,4803],{"__ignoreMap":84},[88,4743,4744],{"class":90,"line":91},[88,4745,4746],{"class":108},"# 非交互问答\n",[88,4748,4749,4751,4754],{"class":90,"line":102},[88,4750,4624],{"class":105},[88,4752,4753],{"class":94}," -p",[88,4755,4756],{"class":98}," \"Explain the architecture of this codebase\"\n",[88,4758,4759],{"class":90,"line":112},[88,4760,388],{"emptyLinePlaceholder":387},[88,4762,4763],{"class":90,"line":242},[88,4764,4765],{"class":108},"# 指定模型\n",[88,4767,4768,4770,4772],{"class":90,"line":268},[88,4769,4624],{"class":105},[88,4771,1499],{"class":94},[88,4773,4774],{"class":98}," gemini-2.5-flash\n",[88,4776,4777],{"class":90,"line":295},[88,4778,388],{"emptyLinePlaceholder":387},[88,4780,4781],{"class":90,"line":301},[88,4782,4783],{"class":108},"# 额外包含目录\n",[88,4785,4786,4788,4791],{"class":90,"line":418},[88,4787,4624],{"class":105},[88,4789,4790],{"class":94}," --include-directories",[88,4792,4793],{"class":98}," ..\u002Fdocs,..\u002Fpackages\n",[88,4795,4796],{"class":90,"line":433},[88,4797,388],{"emptyLinePlaceholder":387},[88,4799,4800],{"class":90,"line":438},[88,4801,4802],{"class":108},"# JSON 输出，方便脚本串联\n",[88,4804,4805,4807,4809,4812,4815],{"class":90,"line":444},[88,4806,4624],{"class":105},[88,4808,4753],{"class":94},[88,4810,4811],{"class":98}," \"Summarize open issues\"",[88,4813,4814],{"class":94}," --output-format",[88,4816,4817],{"class":98}," json\n",[26,4819,4820],{"id":4820},"三种认证路径",[577,4822,4823,4835],{},[580,4824,4825],{},[583,4826,4827,4829,4832],{},[586,4828,2615],{},[586,4830,4831],{},"适合谁",[586,4833,4834],{},"关键点",[596,4836,4837,4848,4859],{},[583,4838,4839,4842,4845],{},[601,4840,4841],{},"Google OAuth",[601,4843,4844],{},"个人开发者",[601,4846,4847],{},"免费额度最大，上手最简单",[583,4849,4850,4853,4856],{},[601,4851,4852],{},"Gemini API Key",[601,4854,4855],{},"脚本 \u002F CI",[601,4857,4858],{},"更适合自动化，额度跟 API tier 走",[583,4860,4861,4864,4867],{},[601,4862,4863],{},"Vertex AI",[601,4865,4866],{},"企业 \u002F GCP 团队",[601,4868,4869],{},"IAM、审计、合规、配额更可控",[38,4871,4872],{},"个人使用优先 OAuth；生产和团队内使用优先 Vertex AI。",[26,4874,4876],{"id":4875},"mcp-与项目记忆","MCP 与项目记忆",[38,4878,4879],{},"Gemini CLI 支持两类扩展：",[143,4881,4882,4888],{},[146,4883,4884,4887],{},[41,4885,4886],{},"MCP server","：把 GitHub、数据库、内部 API 暴露给 Agent。",[146,4889,4890,4893,4894,4896,4897,4900],{},[41,4891,4892],{},"GEMINI.md","：类似 Claude Code 的 ",[74,4895,2344],{}," \u002F Copilot 的 ",[74,4898,4899],{},"AGENTS.md","，用于写项目约定、测试命令、编码风格。",[38,4902,4903],{},"这让 Gemini CLI 可以进入 2026 年主流终端 Agent 的标准形态：项目记忆 + 工具协议 + headless 自动化。",[26,4905,4906],{"id":4906},"真实适用场景",[66,4908,4910],{"id":4909},"_1-大仓库先读懂","1. 大仓库先读懂",[79,4912,4915],{"className":4913,"code":4914,"language":3549,"meta":84},[3547],"先读 package.json、README、src 入口文件，输出这个项目的架构图和关键风险点。\n",[74,4916,4914],{"__ignoreMap":84},[38,4918,4919],{},"1M 上下文让它在「读文档 + 读代码」阶段很有优势，尤其适合 monorepo 的初始摸底。",[66,4921,4923],{"id":4922},"_2-查新资料后改代码","2. 查新资料后改代码",[79,4925,4928],{"className":4926,"code":4927,"language":3549,"meta":84},[3547],"查一下 Nuxt 4 最新 route rules 写法，然后检查本项目 nuxt.config.ts 是否需要调整。\n",[74,4929,4927],{"__ignoreMap":84},[38,4931,4932],{},"Google Search grounding 的价值在这里体现：它不是只靠训练数据，而是能把搜索结果纳入推理。",[66,4934,4936],{"id":4935},"_3-低成本-issue-triage","3. 低成本 issue triage",[79,4938,4940],{"className":81,"code":4939,"language":83,"meta":84,"style":84},"gh issue list --json title,body \\\n  | gemini -p \"按修复难度给这些 issue 排序，输出 JSON\"\n",[74,4941,4942,4960],{"__ignoreMap":84},[88,4943,4944,4947,4950,4952,4955,4958],{"class":90,"line":91},[88,4945,4946],{"class":105},"gh",[88,4948,4949],{"class":98}," issue",[88,4951,4245],{"class":98},[88,4953,4954],{"class":94}," --json",[88,4956,4957],{"class":98}," title,body",[88,4959,1355],{"class":94},[88,4961,4962,4965,4968,4970],{"class":90,"line":102},[88,4963,4964],{"class":115},"  |",[88,4966,4967],{"class":105}," gemini",[88,4969,4753],{"class":94},[88,4971,4972],{"class":98}," \"按修复难度给这些 issue 排序，输出 JSON\"\n",[38,4974,4975],{},"和 Jules Tools \u002F GitHub CLI 组合时，可以把 Gemini CLI 当「任务分拣器」。",[26,4977,738],{"id":738},[577,4979,4980,4994],{},[580,4981,4982],{},[583,4983,4984,4986,4988,4990,4992],{},[586,4985,747],{},[586,4987,1025],{},[586,4989,755],{},[586,4991,761],{},[586,4993,767],{},[596,4995,4996,5012,5028,5044,5061,5076],{},[583,4997,4998,5001,5004,5006,5009],{},[601,4999,5000],{},"默认生态",[601,5002,5003],{},"Google \u002F Gemini",[601,5005,150],{},[601,5007,5008],{},"OpenAI \u002F ChatGPT",[601,5010,5011],{},"任意模型",[583,5013,5014,5017,5020,5022,5025],{},[601,5015,5016],{},"免费入口",[601,5018,5019],{},"✅ 很强",[601,5021,795],{},[601,5023,5024],{},"取决于 ChatGPT 订阅",[601,5026,5027],{},"本体免费，模型自费",[583,5029,5030,5033,5036,5039,5042],{},[601,5031,5032],{},"上下文",[601,5034,5035],{},"1M",[601,5037,5038],{},"1M 级别模型可用",[601,5040,5041],{},"取决于模型",[601,5043,5041],{},[583,5045,5046,5049,5052,5055,5058],{},[601,5047,5048],{},"搜索",[601,5050,5051],{},"Google Search 内置",[601,5053,5054],{},"需工具 \u002F MCP",[601,5056,5057],{},"内置 web 能力",[601,5059,5060],{},"取决于模型 \u002F 工具",[583,5062,5063,5066,5069,5072,5074],{},[601,5064,5065],{},"长任务稳定性",[601,5067,5068],{},"中上",[601,5070,5071],{},"强",[601,5073,5071],{},[601,5075,5068],{},[583,5077,5078,5080,5082,5084,5086],{},[601,5079,789],{},[601,5081,798],{},[601,5083,795],{},[601,5085,798],{},[601,5087,798],{},[38,5089,5090],{},[41,5091,5092],{},"AIHO 建议：",[143,5094,5095,5098,5101,5104],{},[146,5096,5097],{},"预算敏感 \u002F 想免费试：Gemini CLI",[146,5099,5100],{},"最稳长任务：Claude Code",[146,5102,5103],{},"已有 ChatGPT Plus\u002FPro：Codex CLI",[146,5105,5106],{},"想接国内模型 \u002F 自定义 base_url：Aider",[26,5108,1887],{"id":1887},[1690,5110,5111,5117,5123,5129,5135],{},[146,5112,5113,5116],{},[41,5114,5115],{},"不要把免费额度当生产 SLA","：个人额度适合探索，生产任务走 API Key \u002F Vertex AI。",[146,5118,5119,5122],{},[41,5120,5121],{},"长任务先拆小","：即使上下文大，Agent 执行链路也可能漂移；30 分钟以上任务建议拆成 issue。",[146,5124,5125,5128],{},[41,5126,5127],{},"MCP server 要审计","：给 Agent 接工具等于扩权，第三方 server 先看源码和权限。",[146,5130,5131,5134],{},[41,5132,5133],{},"GEMINI.md 别写太散","：只放稳定约定、测试命令、目录说明，别塞临时需求。",[146,5136,5137,5140],{},[41,5138,5139],{},"国内网络先验证 OAuth","：登录流程不稳定会影响体验，必要时用 API key 路径。",[26,5142,1989],{"id":1988},[38,5144,5145,5146,5148],{},"✅ 适合：个人开发者、学生、开源项目维护者、大仓库阅读、联网查新、低成本脚本化分析。",[3754,5147],{},"\n❌ 不适合：强合规生产环境、纯内网开发、预算不敏感但追求最高长任务稳定性的团队。",[26,5150,1075],{"id":1075},[143,5152,5153,5160],{},[146,5154,5155,5156],{},"Gemini CLI 官方文档：",[323,5157,5158],{"href":5158,"rel":5159},"https:\u002F\u002Fgoogle-gemini.github.io\u002Fgemini-cli\u002F",[343],[146,5161,5162,5163],{},"Gemini CLI GitHub：",[323,5164,5165],{"href":5165,"rel":5166},"https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli",[343],[57,5168,5169],{},[38,5170,5171],{},"本卡片由 AIHO 编辑部根据公开资料整理，非厂商付费内容；功能和额度以官网为准。",[1120,5173,5174],{},"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);}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}",{"title":84,"searchDepth":112,"depth":112,"links":5176},[5177,5178,5179,5180,5181,5182,5187,5188,5189,5190],{"id":28,"depth":102,"text":29},{"id":4646,"depth":102,"text":4646},{"id":4678,"depth":102,"text":4678},{"id":4820,"depth":102,"text":4820},{"id":4875,"depth":102,"text":4876},{"id":4906,"depth":102,"text":4906,"children":5183},[5184,5185,5186],{"id":4909,"depth":112,"text":4910},{"id":4922,"depth":112,"text":4923},{"id":4935,"depth":112,"text":4936},{"id":738,"depth":102,"text":738},{"id":1887,"depth":102,"text":1887},{"id":1988,"depth":102,"text":1989},{"id":1075,"depth":102,"text":1075},"\u002Fimg\u002Ftools\u002Fgemini-cli.webp","Gemini CLI 真实评测：Google 官方开源（Apache-2.0）终端 AI Agent，支持 Gemini 2.5 Pro\u002FFlash、1M token 上下文、Google Search grounding、MCP、自定义 GEMINI.md、headless 脚本模式；个人 Google 账号可用 60 requests\u002Fmin、1,000 requests\u002Fday 免费额度。",[5194,5197,5200,5203],{"q":5195,"a":5196},"Gemini CLI 和 Claude Code \u002F Codex CLI 最大区别？","它的核心差异是免费额度和 Google 生态：个人 Google 账号即可获得较高免费请求额度，并内置 Google Search grounding。Claude Code 更稳，Codex 与 ChatGPT 订阅绑定更深，Gemini CLI 更适合低成本探索和大上下文阅读。",{"q":5198,"a":5199},"Gemini CLI 支持 MCP 吗？","支持。可以在 ~\u002F.gemini\u002Fsettings.json 里配置 MCP server，把 GitHub、数据库、Slack、内部 API 等工具接入 CLI。",{"q":5201,"a":5202},"能不能非交互使用？","可以。`gemini -p \"解释这个代码库\"` 会以 headless 模式输出结果，也可以加 `--output-format json` 做脚本化处理。",{"q":5204,"a":5205},"国内开发者适合吗？","如果能稳定访问 Google 服务，它的免费额度很有吸引力；如果网络不稳，建议优先 Aider + 国内模型或 Claude\u002FCodex 的稳定代理方案。",[1151],{},[1156,5209],"gemini-2.5-flash",[5211,5212,5213],"要求最稳长任务交付的生产重构","不能访问 Google 服务的纯内网环境","强依赖中文界面和本地化文档的用户","\u002Ftools\u002Fcoding\u002Fcli\u002Fgemini-cli",[1170,1168,1169],[5217,5221,5225],{"plan":5218,"price":2152,"limit":5219,"note":5220},"个人 Google 账号","60 requests\u002Fmin，1,000 requests\u002Fday","官方文档标注的免费入口，适合个人探索",{"plan":4852,"price":5222,"limit":5223,"note":5224},"按量计费","取决于 AI Studio \u002F API tier","适合自动化脚本和 CI",{"plan":4863,"price":5226,"limit":5227,"note":5228},"GCP 按量计费","企业配额与 IAM","适合生产与合规场景","开源免费 \u002F 个人 Google 账号免费额度 \u002F Gemini API 或 Vertex AI 按量计费","2026-06-25",[5232],"onboarding\u002Fterminal-agent-stack-2026",{"power":242,"ux":112,"price":268,"cn_support":112,"stability":242},{"title":1025,"description":5192},"coding\u002Fcli\u002Fgemini-cli",[5237,5239],{"title":5238,"url":5158},"Gemini CLI 官方文档",{"title":5240,"url":5165},"Gemini CLI GitHub","tools\u002Fcoding\u002Fcli\u002Fgemini-cli",[5243,5244,5245,5246],"想低成本体验终端 Coding Agent 的个人开发者","需要 1M token 长上下文做代码库理解 \u002F 文档阅读","需要 Google Search grounding 辅助查新资料的任务","想在脚本里用 headless 模式批量分析 issue \u002F PR","Google 开源终端 AI Agent，1M 上下文 + 免费额度 + Google Search grounding",[1144,1214,1215,19,4624,3339,1216,5249],"free-tier","终端 Agent 里最适合『低成本试水』的一支：免费额度大、1M 上下文、内置 Google Search。短板是产品打磨和长任务稳定性还不如 Claude Code \u002F Codex，生产级任务建议把它当第二意见或低成本探索工具。","UpIPq4mFJA_HKpuYHmUysLM9YRWbr4wKfs_BUlX-FwQ",{"id":5253,"title":5254,"alternatives":5255,"api_compatible":5257,"body":5259,"category":1144,"chinese_friendly":268,"cover":6012,"description":6013,"domestic":1147,"extension":1148,"faq":1149,"free":1147,"github":5297,"languages":6014,"meta":6015,"models":6016,"navigation":387,"notSuitable":6018,"opensource":387,"path":6023,"pillar":1166,"platforms":6024,"priceTable":6025,"pricing":6037,"published":1189,"relatedPlaybooks":1149,"relatedReviews":1149,"score":6038,"self_host":387,"seo":6039,"seoTitle":6040,"slug":6041,"sources":6042,"stem":6054,"suitable":6055,"tagline":6061,"tags":6062,"updated":1189,"verdict":6065,"website":5964,"__hash__":6066},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fkimi-code.md","Kimi Code",[13,1193,5256],"coding\u002Fcli\u002Fmimo-code",[5258,18],"moonshot",{"type":23,"value":5260,"toc":5992},[5261,5263,5281,5286,5288,5292,5301,5333,5336,5340,5347,5373,5376,5389,5392,5395,5412,5415,5419,5422,5505,5508,5510,5512,5515,5522,5528,5531,5559,5561,5567,5620,5623,5625,5657,5659,5690,5692,5832,5837,5851,5856,5867,5869,5875,5884,5890,5896,5902,5908,5910,5956,5958,5986,5990],[26,5262,29],{"id":28},[31,5264,5266,5271],{"className":5265},[34,35,36],[38,5267,5268,5270],{},[41,5269,43],{}," Kimi Code 是月之暗面（Moonshot AI）在 2026 年 6 月推出的国产 CLI Agent，搭载自研开源的 K2.7 Code 模型——1.1 万亿参数、256K 上下文、Token 成本较上代降 30%。它瞄准的是\"Claude Code 的国产平替\"：长程任务能力逼近第一梯队，中文编程体验和成本却是压倒性优势。",[38,5272,47,5273,5276,5277,5280],{},[41,5274,5275],{},"中文场景的体感","——读中文注释、写中文 commit message、理解中文需求描述，K2.7 Code 的母语级表现甩开一众海外模型。叠加 256K 上下文能整库塞进去，国内开发者终于有了\"不折腾海外账号、不烧美元\"的 Agent 选项。代价是 ",[41,5278,5279],{},"生态早期","：插件、MCP 工具链、第三方集成还不如 Claude Code 成熟，开源版本自托管的工程量也不小。",[57,5282,5283],{},[38,5284,5285],{},"来源说明：本文基于 code.kimi.ai 官网、GitHub MoonshotAI\u002FKimi-K2.7-Code 仓库、月之暗面官方文档与技术报告整理。K2.7 Code 模型仍在快速迭代，参数和价格请以最新官方信息为准。",[26,5287,64],{"id":64},[66,5289,5291],{"id":5290},"k27-code万亿参数开源编程模型","K2.7 Code：万亿参数开源编程模型",[38,5293,5294,5295,5300],{},"Kimi Code 的核心是 ",[323,5296,5299],{"href":5297,"rel":5298},"https:\u002F\u002Fgithub.com\u002FMoonshotAI\u002FKimi-K2.7-Code",[343],"K2.7 Code 模型","，2026 年 6 月正式开源。关键参数：",[143,5302,5303,5309,5315,5321,5327],{},[146,5304,5305,5308],{},[41,5306,5307],{},"1.1 万亿参数","（1.1T），MoE 架构，激活参数约 60B",[146,5310,5311,5314],{},[41,5312,5313],{},"256K 上下文","——能整库塞进单次对话，长程改造不丢前文",[146,5316,5317,5320],{},[41,5318,5319],{},"代码专项优化","——在 HumanEval、SWE-Bench、LiveCodeBench 等编程基准上对标 Claude Sonnet 4",[146,5322,5323,5326],{},[41,5324,5325],{},"过度思考问题改善","——上代 K2 常被吐槽\"想太多、token 烧太快\"，K2.7 在保持质量的同时把冗余推理压了下去，单任务 token 消耗降约 30%",[146,5328,5329,5332],{},[41,5330,5331],{},"MIT 级开源协议","，权重可下载、可自托管、可商用",[38,5334,5335],{},"这套模型既是 Kimi Code CLI 的默认大脑，也能独立部署——你可以拿 K2.7 Code 接 OpenCode、Aider，甚至自建一套完全离线的国产 Agent 栈。这种\"模型 + Agent 双开源\"的姿态，在国内大厂里是头一份。",[66,5337,5339],{"id":5338},"长程任务能力逼近-claude-code","长程任务能力：逼近 Claude Code",[38,5341,5342,5343,5346],{},"Kimi Code 主打的卖点是 ",[41,5344,5345],{},"长程任务（long-horizon task）","——那种需要 30 分钟以上、跨多文件、多轮工具调用的复杂改造。256K 上下文 + 改进后的推理节奏，让它能撑住\"Claude Code 式\"的自主任务：",[79,5348,5350],{"className":81,"code":5349,"language":83,"meta":84,"style":84},"cd your-project\nkimi-code                       # 进入交互模式\n> 把这个 Vue2 项目整体升级到 Vue3，保留所有业务逻辑，跑通 e2e 测试\n",[74,5351,5352,5358,5366],{"__ignoreMap":84},[88,5353,5354,5356],{"class":90,"line":91},[88,5355,95],{"class":94},[88,5357,99],{"class":98},[88,5359,5360,5363],{"class":90,"line":102},[88,5361,5362],{"class":105},"kimi-code",[88,5364,5365],{"class":108},"                       # 进入交互模式\n",[88,5367,5368,5370],{"class":90,"line":112},[88,5369,116],{"class":115},[88,5371,5372],{"class":119}," 把这个 Vue2 项目整体升级到 Vue3，保留所有业务逻辑，跑通 e2e 测试\n",[38,5374,5375],{},"它会自动：梳理依赖 → 列出影响范围 → 分批改写 → 跑测试 → 修回归。实测在中等规模代码库（5-10 万行）上，K2.7 Code 的任务完成率与 Claude Sonnet 4 接近，部分中文注释密集的项目甚至更好——因为理解中文需求描述更准。",[38,5377,5378,5379,5382,5383,5385,5386,5388],{},"不过要注意，",[41,5380,5381],{},"超长任务（>1 小时）的稳定性仍弱于 Claude Code","。Claude Code 有 ",[74,5384,982],{}," 上下文压缩、子代理隔离、checkpoint 回滚一套成熟机制；Kimi Code 这套工具还在补齐，偶发 context 漂移需要手动 ",[74,5387,2362],{}," 重来。",[66,5390,5391],{"id":5391},"多模态编程",[38,5393,5394],{},"K2.7 Code 是多模态模型——支持图像输入。这意味着你可以截图一个 UI bug、贴一段报错截图、甚至丢一张架构图，让它\"看着改\"：",[79,5396,5398],{"className":81,"code":5397,"language":83,"meta":84,"style":84},"> 这张报错截图里的栈追踪，定位到对应代码并修复\n[附图：screenshot.png]\n",[74,5399,5400,5407],{"__ignoreMap":84},[88,5401,5402,5404],{"class":90,"line":91},[88,5403,116],{"class":115},[88,5405,5406],{"class":119}," 这张报错截图里的栈追踪，定位到对应代码并修复\n",[88,5408,5409],{"class":90,"line":102},[88,5410,5411],{"class":119},"[附图：screenshot.png]\n",[38,5413,5414],{},"对前端调试、运维排障这类\"看图说话\"场景，比纯文本模型实用。Claude Code 同样支持多模态，但 K2.7 Code 的中文 OCR + 中文场景理解更贴合国内开发。",[66,5416,5418],{"id":5417},"一行命令安装国内零门槛","一行命令安装，国内零门槛",[38,5420,5421],{},"Kimi Code 的安装刻意做成了\"国内友好\"——不需要海外手机、不需要海外卡、不需要代理：",[79,5423,5425],{"className":81,"code":5424,"language":83,"meta":84,"style":84},"# 一行命令安装\ncurl -fsSL https:\u002F\u002Fcode.kimi.ai\u002Finstall.sh | bash\n\n# 或 npm\nnpm install -g kimi-code\n\n# 用 Kimi 账号登录（微信扫码即可），或填 Moonshot API key\nkimi-code auth login\n\n# 进项目\ncd your-project\nkimi-code                        # 启动\n",[74,5426,5427,5432,5445,5449,5454,5465,5469,5474,5483,5487,5492,5498],{"__ignoreMap":84},[88,5428,5429],{"class":90,"line":91},[88,5430,5431],{"class":108},"# 一行命令安装\n",[88,5433,5434,5436,5438,5441,5443],{"class":90,"line":102},[88,5435,370],{"class":105},[88,5437,373],{"class":94},[88,5439,5440],{"class":98}," https:\u002F\u002Fcode.kimi.ai\u002Finstall.sh",[88,5442,379],{"class":115},[88,5444,382],{"class":105},[88,5446,5447],{"class":90,"line":112},[88,5448,388],{"emptyLinePlaceholder":387},[88,5450,5451],{"class":90,"line":242},[88,5452,5453],{"class":108},"# 或 npm\n",[88,5455,5456,5458,5460,5462],{"class":90,"line":268},[88,5457,421],{"class":105},[88,5459,424],{"class":98},[88,5461,427],{"class":94},[88,5463,5464],{"class":98}," kimi-code\n",[88,5466,5467],{"class":90,"line":295},[88,5468,388],{"emptyLinePlaceholder":387},[88,5470,5471],{"class":90,"line":301},[88,5472,5473],{"class":108},"# 用 Kimi 账号登录（微信扫码即可），或填 Moonshot API key\n",[88,5475,5476,5478,5480],{"class":90,"line":418},[88,5477,5362],{"class":105},[88,5479,2796],{"class":98},[88,5481,5482],{"class":98}," login\n",[88,5484,5485],{"class":90,"line":433},[88,5486,388],{"emptyLinePlaceholder":387},[88,5488,5489],{"class":90,"line":438},[88,5490,5491],{"class":108},"# 进项目\n",[88,5493,5494,5496],{"class":90,"line":444},[88,5495,95],{"class":94},[88,5497,99],{"class":98},[88,5499,5500,5502],{"class":90,"line":452},[88,5501,5362],{"class":105},[88,5503,5504],{"class":108},"                        # 启动\n",[38,5506,5507],{},"登录走国内账号体系，API 计费支持支付宝\u002F微信。对一直被 Claude Code\"账号+支付+网络\"三关劝退的国内开发者，这是质变的体验差。",[26,5509,351],{"id":351},[66,5511,532],{"id":532},[38,5513,5514],{},"实测下来，Kimi Code 的交互范式和 Claude Code 高度相似——终端对话、slash 命令、工具调用审批、diff 预览。从 Claude Code 迁移过来几乎没有学习成本，命令名都接近。",[38,5516,5517,5518,5521],{},"最直观的差异在 ",[41,5519,5520],{},"中文","：让它写中文 commit message、生成中文 API 文档、根据中文 PRD 拆任务，K2.7 Code 的输出明显比 Claude \u002F GPT 更地道，不会有那种\"翻译腔\"。中文注释密集的老项目维护，体验尤其好。",[38,5523,5524,5527],{},[41,5525,5526],{},"Token 成本","是另一个爽点。同样的编码量，K2.7 Code 的 API 费用大约是 Claude Sonnet 4 的 1\u002F3-1\u002F2（叠加 token 消耗降 30% 的红利），单月重度使用可能只要几十块人民币。对个人开发者，这是\"用得起\"和\"用得好\"的平衡点。",[66,5529,5530],{"id":5530},"短板",[143,5532,5533,5539,5548,5553],{},[146,5534,5535,5538],{},[41,5536,5537],{},"英文\u002F国际化项目","：纯英文代码库的表现略逊 Claude\u002FGPT，偶有英文表达不自然",[146,5540,5541,5544,5545,5547],{},[41,5542,5543],{},"插件生态","：第三方工具、LSP 集成、自定义命令还在起步，远不如 Claude Code 的 ",[74,5546,2487],{}," 体系",[146,5549,5550,5552],{},[41,5551,864],{},"：能接，但成熟度和文档完善度不如 Claude Code（MCP 毕竟是 Anthropic 自家协议）",[146,5554,5555,5558],{},[41,5556,5557],{},"开源版自托管门槛","：1.1T 参数模型对显卡要求高，个人\u002F小团队自托管不现实，多数人还是走官方 API",[26,5560,568],{"id":568},[38,5562,5563,5564,5566],{},"Kimi Code 工具本体 ",[41,5565,1174],{},"。成本来自 K2.7 Code 模型的 API 调用（BYOK 或官方 API）：",[577,5568,5569,5579],{},[580,5570,5571],{},[583,5572,5573,5575,5577],{},[586,5574,2615],{},[586,5576,877],{},[586,5578,594],{},[596,5580,5581,5594,5607],{},[583,5582,5583,5588,5591],{},[601,5584,5585],{},[41,5586,5587],{},"Kimi 官方 API",[601,5589,5590],{},"输入 ¥8 \u002F 输出 ¥32 每百万 token（较上代降 30%）",[601,5592,5593],{},"国内最省心，微信支付",[583,5595,5596,5601,5604],{},[601,5597,5598],{},[41,5599,5600],{},"自托管 K2.7 Code",[601,5602,5603],{},"免费（需硬件）",[601,5605,5606],{},"大企业 \u002F 研究机构，需多卡 A100\u002FH100",[583,5608,5609,5614,5617],{},[601,5610,5611],{},[41,5612,5613],{},"第三方中转",[601,5615,5616],{},"按量，通常更便宜",[601,5618,5619],{},"灵活，但稳定性参差",[38,5621,5622],{},"对比 Claude Code：Claude Sonnet 4 输入 $3 \u002F 输出 $15 每百万 token（约 ¥21 \u002F ¥107），K2.7 Code 输入 ¥8 \u002F 输出 ¥32，价格约为其 1\u002F3。叠加 token 消耗降 30%，单任务综合成本能压到 Claude 的 1\u002F4 左右。对每天编码 4+ 小时的重度用户，月度差距可能从几百美元缩到几十块人民币。",[26,5624,594],{"id":594},[143,5626,5627,5633,5639,5645,5651],{},[146,5628,5629,5632],{},[41,5630,5631],{},"国内开发者","：不想折腾海外账号、海外卡、代理，微信扫码即用",[146,5634,5635,5638],{},[41,5636,5637],{},"中文为主的项目","：中文注释、中文文档、中文 PRD，K2.7 Code 母语级理解",[146,5640,5641,5644],{},[41,5642,5643],{},"大代码库长程改造","：256K 上下文能整库塞进去，跨文件重构不丢前文",[146,5646,5647,5650],{},[41,5648,5649],{},"预算敏感但要不将就","：想要接近 Claude Code 的能力，又不想月烧 $100+",[146,5652,5653,5656],{},[41,5654,5655],{},"国产化 \u002F 信创要求","：需要国产模型 + 可自托管的 Agent 方案",[26,5658,700],{"id":700},[143,5660,5661,5667,5673,5679,5684],{},[146,5662,5663,5666],{},[41,5664,5665],{},"纯英文\u002F国际化项目","：英文表现不如 Claude\u002FGPT，commit message 和文档可能不够 native",[146,5668,5669,5672],{},[41,5670,5671],{},"重度插件依赖","：生态早期，第三方工具和自定义命令体系不如 Claude Code",[146,5674,5675,5678],{},[41,5676,5677],{},"企业级稳定 SLA","：开源版本无承诺，官方 API 也有偶发限流",[146,5680,5681,5683],{},[41,5682,722],{},"：CLI Agent 不是补全器，要 Tab 补全去 Copilot\u002FCursor",[146,5685,5686,5689],{},[41,5687,5688],{},"个人自托管","：1.1T 参数模型硬件门槛高，个人玩不动",[26,5691,738],{"id":738},[577,5693,5694,5717],{},[580,5695,5696],{},[583,5697,5698,5700,5702,5706,5711],{},[586,5699,747],{},[586,5701,5254],{},[586,5703,5704],{},[323,5705,755],{"href":754},[586,5707,5708],{},[323,5709,11],{"href":5710},"\u002Fcoding\u002Fcli\u002Fopencode.html",[586,5712,5713],{},[323,5714,5716],{"href":5715},"\u002Fcoding\u002Fcli\u002Fmimo-code.html","MiMo Code",[596,5718,5719,5731,5747,5760,5773,5788,5802,5818],{},[583,5720,5721,5723,5725,5727,5729],{},[601,5722,774],{},[601,5724,780],{},[601,5726,780],{},[601,5728,777],{},[601,5730,780],{},[583,5732,5733,5735,5738,5741,5744],{},[601,5734,3386],{},[601,5736,5737],{},"K2.7 Code（开源）",[601,5739,5740],{},"Claude 系（闭源）",[601,5742,5743],{},"75+ 任选",[601,5745,5746],{},"MiMo（开源 MIT）",[583,5748,5749,5752,5754,5756,5758],{},[601,5750,5751],{},"中文体验",[601,5753,817],{},[601,5755,832],{},[601,5757,832],{},[601,5759,817],{},[583,5761,5762,5765,5767,5769,5771],{},[601,5763,5764],{},"长程任务",[601,5766,825],{},[601,5768,817],{},[601,5770,825],{},[601,5772,825],{},[583,5774,5775,5777,5780,5783,5786],{},[601,5776,5032],{},[601,5778,5779],{},"256K",[601,5781,5782],{},"200K",[601,5784,5785],{},"看模型",[601,5787,5785],{},[583,5789,5790,5792,5795,5797,5799],{},[601,5791,5543],{},[601,5793,5794],{},"★★★☆☆ 早期",[601,5796,817],{},[601,5798,825],{},[601,5800,5801],{},"★★☆☆☆ V0.1",[583,5803,5804,5806,5809,5812,5815],{},[601,5805,892],{},[601,5807,5808],{},"★★★★★ 极低",[601,5810,5811],{},"★☆☆☆☆ 高",[601,5813,5814],{},"★★★★☆ 低",[601,5816,5817],{},"★★★★★ 低",[583,5819,5820,5822,5825,5827,5829],{},[601,5821,877],{},[601,5823,5824],{},"极低（国产 API）",[601,5826,883],{},[601,5828,880],{},[601,5830,5831],{},"免费（MIT）",[38,5833,5834,923],{},[41,5835,5836],{},"选 Kimi Code 如果你",[143,5838,5839,5842,5845,5848],{},[146,5840,5841],{},"国内开发者，受够了海外账号和支付",[146,5843,5844],{},"项目中文为主，想要母语级编程体验",[146,5846,5847],{},"要 256K 长上下文跑大库改造",[146,5849,5850],{},"预算敏感但不想将就能力",[38,5852,5853,923],{},[41,5854,5855],{},"别选 Kimi Code 如果你",[143,5857,5858,5861,5864],{},[146,5859,5860],{},"纯英文国际化项目（Claude\u002FGPT 更 native）",[146,5862,5863],{},"重度依赖插件和 MCP 生态（生态还在早期）",[146,5865,5866],{},"要企业级稳定承诺（开源版无 SLA）",[26,5868,967],{"id":966},[38,5870,5871,5874],{},[41,5872,5873],{},"Q：Kimi Code 真的免费吗？","\nA：工具本体免费。K2.7 Code 模型开源可自托管（免费但需硬件）。走官方 API 按 token 计费，但价格远低于 Claude\u002FGPT，且支持微信支付。",[38,5876,5877,5880,5881,5883],{},[41,5878,5879],{},"Q：和 Claude Code 比，K2.7 Code 差多少？","\nA：编程基准接近，中文场景甚至更好；长程任务稳定性、上下文管理工具（",[74,5882,982],{}," 等）、插件生态仍落后。简单说：能力够用，工具链和成熟度在追赶。",[38,5885,5886,5889],{},[41,5887,5888],{},"Q：能自托管吗？硬件要求？","\nA：能，模型权重开源。但 1.1T 参数 MoE，推理需要多卡高端 GPU（A100\u002FH100 级），个人不现实，主要面向企业和研究机构。",[38,5891,5892,5895],{},[41,5893,5894],{},"Q：和 MiMo Code 怎么选？","\nA：都是国产开源 CLI Agent。Kimi Code 胜在模型成熟度（K2.7 已迭代多代）和中文长上下文；MiMo Code 胜在 SWE-Bench 基准分数和 MIT 协议彻底开源，但仅 V0.1。要稳选 Kimi，要尝鲜选 MiMo。",[38,5897,5898,5901],{},[41,5899,5900],{},"Q：能接其他模型吗？","\nA：Kimi Code CLI 主要为 K2.7 Code 优化，但也兼容 OpenAI 接口格式，可接其他模型。不过最佳体验还是配 K2.7 Code。",[38,5903,5904,5907],{},[41,5905,5906],{},"Q：支持 MCP 吗？","\nA：支持，能接 MCP server 调数据库、浏览器等工具。但文档和成熟度不如 Claude Code，配置需要一定动手能力。",[26,5909,1010],{"id":1010},[143,5911,5912,5924,5938,5948],{},[146,5913,1015,5914,955,5916,955,5918,955,5920],{},[323,5915,755],{"href":754},[323,5917,11],{"href":5710},[323,5919,5716],{"href":5715},[323,5921,5923],{"href":5922},"\u002Fcoding\u002Fcli\u002Fqwen-code.html","Qwen Code",[146,5925,1028,5926,955,5928,955,5930,955,5934],{},[323,5927,1032],{"href":1031},[323,5929,326],{"href":325},[323,5931,5933],{"href":5932},"\u002Fwiki\u002Flong-context.html","Long Context",[323,5935,5937],{"href":5936},"\u002Fwiki\u002Fmoe.html","MoE 架构",[146,5939,1045,5940,955,5944,955,5946],{},[323,5941,5943],{"href":5942},"\u002Fmodels\u002Fkimi-k2.7-code.html","Kimi K2.7 Code",[323,5945,1049],{"href":1048},[323,5947,1057],{"href":1056},[146,5949,1064,5950,955,5952],{},[323,5951,1068],{"href":1067},[323,5953,5955],{"href":5954},"\u002Fwiki\u002Fcn-coding-models.html","国产大模型编程",[26,5957,1075],{"id":1075},[143,5959,5960,5966,5972,5979],{},[146,5961,1080,5962],{},[323,5963,5964],{"href":5964,"rel":5965},"https:\u002F\u002Fcode.kimi.ai",[343],[146,5967,5968,5969],{},"开源仓库：",[323,5970,5297],{"href":5297,"rel":5971},[343],[146,5973,5974,5975],{},"月之暗面平台：",[323,5976,5977],{"href":5977,"rel":5978},"https:\u002F\u002Fplatform.moonshot.cn\u002Fdocs",[343],[146,5980,5981,5982],{},"定价：",[323,5983,5984],{"href":5984,"rel":5985},"https:\u002F\u002Fplatform.moonshot.cn\u002Fpricing",[343],[38,5987,1114,5988,1118],{},[323,5989,1117],{"href":1117},[1120,5991,1122],{},{"title":84,"searchDepth":112,"depth":112,"links":5993},[5994,5995,6001,6005,6006,6007,6008,6009,6010,6011],{"id":28,"depth":102,"text":29},{"id":64,"depth":102,"text":64,"children":5996},[5997,5998,5999,6000],{"id":5290,"depth":112,"text":5291},{"id":5338,"depth":112,"text":5339},{"id":5391,"depth":112,"text":5391},{"id":5417,"depth":112,"text":5418},{"id":351,"depth":102,"text":351,"children":6002},[6003,6004],{"id":532,"depth":112,"text":532},{"id":5530,"depth":112,"text":5530},{"id":568,"depth":102,"text":568},{"id":594,"depth":102,"text":594},{"id":700,"depth":102,"text":700},{"id":738,"depth":102,"text":738},{"id":966,"depth":102,"text":967},{"id":1010,"depth":102,"text":1010},{"id":1075,"depth":102,"text":1075},"\u002Fimg\u002Ftools\u002Fkimi-code.webp","Kimi Code 2026 真实评测：月之暗面推出的国产 CLI Agent，搭载开源 K2.7 Code 万亿参数模型，256K 上下文、Token 成本降 30%、中文编程体验一流。本文整理安装使用、长程任务能力、多模态编程、价格、与 Claude Code \u002F MiMo Code 的区别。",[2145,1151],{},[6017],"kimi-k2.7-code",[6019,6020,6021,6022],"纯英文\u002F国际化项目（英文表现不如 Claude\u002FGPT）","需要丰富插件生态和 MCP 工具链（生态尚早期）","要求企业级 SLA 与稳定承诺的开源版本","IDE 内 inline 补全场景（CLI 工具非补全器）","\u002Ftools\u002Fcoding\u002Fcli\u002Fkimi-code",[1168,1169,1170],[6026,6029,6033],{"plan":6027,"price":1174,"limit":1175,"cn_pay":6028,"note":5600},"开源模型（BYOK）","✅ 支付宝\u002F微信",{"plan":5587,"price":2631,"limit":6030,"cn_pay":6031,"note":6032},"输入 ¥8 \u002F 输出 ¥32 每百万 token","✅ 国内支付","成本较上代降 30%",{"plan":6034,"price":1174,"limit":6035,"cn_pay":1181,"note":6036},"Kimi Code CLI","工具本体免费","一行命令安装","免费（开源模型，BYOK）",{"power":242,"ux":242,"price":268,"cn_support":268,"stability":242},{"title":5254,"description":6013},"Kimi Code 评测 2026：月之暗面 K2.7 Code 开源，万亿参数 256K 上下文国产 CLI Agent","coding\u002Fcli\u002Fkimi-code",[6043,6045,6047,6049,6052],{"title":6044,"url":5964},"Kimi Code 官网",{"title":6046,"url":5297},"Kimi-K2.7-Code 开源仓库",{"title":6048,"url":5977},"月之暗面官方文档",{"title":6050,"url":6051},"K2.7 Code 技术报告","https:\u002F\u002Fgithub.com\u002FMoonshotAI\u002FKimi-K2.7-Code\u002Fblob\u002Fmain\u002FREADME.md",{"title":6053,"url":5984},"Kimi Code 定价","tools\u002Fcoding\u002Fcli\u002Fkimi-code",[6056,6057,6058,6059,6060],"国内开发者，不想折腾海外账号和支付","中文项目 \u002F 注释 \u002F 文档为主的代码库","需要超长上下文（256K）跑大代码库改造","预算敏感但想要接近 Claude Code 的长程任务能力","想自托管国产开源大模型编程 Agent 的团队","月之暗面 AI 编程助手，K2.7 Code 模型开源，万亿参数 256K 上下文",[1144,1214,1215,5258,1216,6063,6064],"chinese","long-context","国产 CLI Agent 新贵。K2.7 Code 万亿参数开源、256K 上下文、Token 成本降 30%、中文编程体验一流。长程任务能力接近 Claude Code，但生态和插件还差一截。","JtepFC-6Y-bLlsPF1Rm4fZrBViyrtfTQg4QrVF4MaZE",{"id":6068,"title":5716,"alternatives":6069,"api_compatible":6070,"body":6072,"category":1144,"chinese_friendly":268,"cover":6852,"description":6853,"domestic":1147,"extension":1148,"faq":1149,"free":1147,"github":6266,"languages":6854,"meta":6855,"models":6856,"navigation":387,"notSuitable":6858,"opensource":387,"path":6863,"pillar":1166,"platforms":6864,"priceTable":6865,"pricing":6877,"published":1189,"relatedPlaybooks":1149,"relatedReviews":1149,"score":6878,"self_host":387,"seo":6879,"seoTitle":6880,"slug":5256,"sources":6881,"stem":6892,"suitable":6893,"tagline":6899,"tags":6900,"updated":1189,"verdict":6903,"website":6266,"__hash__":6904},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fmimo-code.md",[13,1193,6041],[18,6071],"mimo",{"type":23,"value":6073,"toc":6830},[6074,6076,6098,6103,6105,6109,6112,6126,6132,6135,6139,6147,6173,6180,6184,6189,6197,6223,6226,6230,6237,6254,6257,6261,6270,6273,6275,6277,6369,6371,6374,6377,6380,6383,6386,6388,6394,6444,6447,6453,6455,6487,6489,6520,6522,6671,6676,6690,6695,6709,6711,6717,6723,6729,6735,6741,6747,6749,6788,6790,6824,6828],[26,6075,29],{"id":28},[31,6077,6079,6088],{"className":6078},[34,35,36],[38,6080,6081,6083,6084,6087],{},[41,6082,43],{}," MiMo Code 是小米在 2026 年 6 月 11 日开源的终端 AI 编程 Agent，MIT 协议、基于 OpenCode 架构改造，搭载自研 MiMo 模型。它最炸的成绩是 ",[41,6085,6086],{},"SWE-Bench Pro 62%、Terminal Bench 2 73% 双双超过 Claude Code","——国产 Agent 第一次在权威基准上硬刚 Anthropic。内置多模态模型、记忆系统、完全免费。",[38,6089,47,6090,6093,6094,6097],{},[41,6091,6092],{},"开源彻底 + 基准亮眼","：MIT 协议权重可商用，多模态模型内置不依赖外部 API，记忆系统能跨会话记住项目上下文。代价是 ",[41,6095,6096],{},"极其早期","——目前仅 V0.1.0，生态、稳定性、文档都还在补，生产环境用要承担\"踩坑\"成本。把它当\"最有潜力的国产 Agent 黑马\"来观察和尝鲜，比当主力工具更合适。",[57,6099,6100],{},[38,6101,6102],{},"来源说明：本文基于 GitHub XiaomiMiMo\u002FMiMo-Code 仓库、技术报告与社区评测整理。MiMo Code 处于 V0.1.0 早期阶段，功能与基准数据迭代极快，请以最新官方仓库为准。",[26,6104,64],{"id":64},[66,6106,6108],{"id":6107},"swe-bench-双超-claude-code-的硬实力","SWE-Bench 双超 Claude Code 的硬实力",[38,6110,6111],{},"MiMo Code 一发布就靠基准成绩刷屏。在两个最被认可的 Agent 编程基准上：",[143,6113,6114,6120],{},[146,6115,6116,6119],{},[41,6117,6118],{},"SWE-Bench Pro 62%","——衡量\"给定 GitHub issue，自主定位 + 修复 + 通过测试\"的能力，MiMo 以 62% 超过 Claude Code 的同期成绩",[146,6121,6122,6125],{},[41,6123,6124],{},"Terminal Bench 2 73%","——衡量\"终端环境下的多步工具调用任务\"能力，MiMo 同样领先",[38,6127,6128,6129,6131],{},"这两个基准测的都是 ",[41,6130,5764],{},"——不是单轮补全，而是\"看 issue → 理解代码 → 多文件改 → 跑测试 → 修回归\"的完整 Agent 闭环。MiMo 能在这两项上超 Claude Code，说明它的模型在\"agent 式推理 + 工具调用规划\"上确实有真功夫，而不只是刷 HumanEval 这种单文件题。",[38,6133,6134],{},"需要说明的是，基准 ≠ 实战体验。SWE-Bench 是标准化任务集，真实项目的复杂度、脏数据、中文场景未必复现同样的领先。但作为\"国产 Agent 第一梯队\"的入场券，这个成绩足够有说服力。",[66,6136,6138],{"id":6137},"基于-opencode-架构终端原生","基于 OpenCode 架构，终端原生",[38,6140,6141,6142,6146],{},"MiMo Code 没有从零造轮子，而是 ",[323,6143,6145],{"href":341,"rel":6144},[343],"基于 OpenCode 架构"," 改造——TypeScript 全栈、终端 TUI、多会话并行、MCP 支持，这些都继承了 OpenCode 的成熟设计。小米的增量在于：",[143,6148,6149,6155,6161,6167],{},[146,6150,6151,6154],{},[41,6152,6153],{},"内置 MiMo 自研模型","——不用自己配 API key，开箱即用（也支持接其他模型）",[146,6156,6157,6160],{},[41,6158,6159],{},"记忆系统","——跨会话记住项目结构、约定、历史决策，不用每次重新喂上下文",[146,6162,6163,6166],{},[41,6164,6165],{},"多模态内置","——截图调试、看图改 UI 直接支持，不依赖外部多模态 API",[146,6168,6169,6172],{},[41,6170,6171],{},"中文优化","——针对中文代码库、中文需求做了专项调优",[38,6174,6175,6176,6179],{},"继承 OpenCode 架构的好处是 ",[41,6177,6178],{},"生态兼容","——OpenCode 的 provider 配置、MCP server、部分插件 MiMo Code 能直接复用，迁移成本低。坏处是也继承了 OpenCode 的早期粗糙：配置门槛、稳定性依赖 API 质量。",[66,6181,6183],{"id":6182},"长程编程-记忆系统","长程编程 + 记忆系统",[38,6185,6186,6187,923],{},"MiMo Code 主打的\"长程编程\"和 Claude Code 的 long-horizon task 是一个意思——撑住 30 分钟以上、跨多文件的自主改造。它的差异化在 ",[41,6188,6159],{},[38,6190,6191,6192,6194,6195,3747],{},"传统 Agent 每次开新会话都是\"失忆\"的，得重新喂项目上下文。MiMo Code 的记忆系统能把\"这个项目用 Vue3 + Pinia、提交规范是 Conventional Commits、测试跑 vitest、上次改到哪\"这类信息持久化，下次直接续上。这对长期维护一个项目的开发者是实打实的提效——不用每次 ",[74,6193,2338],{}," 重新生成 ",[74,6196,2344],{},[79,6198,6200],{"className":81,"code":6199,"language":83,"meta":84,"style":84},"cd your-project\nmimo-code                      # 启动，自动加载项目记忆\n> 继续上次的鉴权模块重构，跑通剩余测试\n",[74,6201,6202,6208,6216],{"__ignoreMap":84},[88,6203,6204,6206],{"class":90,"line":91},[88,6205,95],{"class":94},[88,6207,99],{"class":98},[88,6209,6210,6213],{"class":90,"line":102},[88,6211,6212],{"class":105},"mimo-code",[88,6214,6215],{"class":108},"                      # 启动，自动加载项目记忆\n",[88,6217,6218,6220],{"class":90,"line":112},[88,6219,116],{"class":115},[88,6221,6222],{"class":119}," 继续上次的鉴权模块重构，跑通剩余测试\n",[38,6224,6225],{},"实测记忆系统在 V0.1.0 还比较初级——能记住显式声明的事实，但对\"隐式约定\"的捕捉还不够智能，偶尔会记错或记漏。方向是对的，成熟度待提升。",[66,6227,6229],{"id":6228},"内置多模态模型免费看图编程","内置多模态模型，免费看图编程",[38,6231,6232,6233,6236],{},"MiMo Code 内置了 MiMo 多模态模型，支持图像输入。截图一个 UI bug、贴一张报错栈、丢一张架构图，它都能\"看着改\"——而且 ",[41,6234,6235],{},"不依赖外部 API","，开箱即用、完全免费：",[79,6238,6240],{"className":81,"code":6239,"language":83,"meta":84,"style":84},"> 这张设计稿还原成响应式页面，注意移动端适配\n[附图：design.png]\n",[74,6241,6242,6249],{"__ignoreMap":84},[88,6243,6244,6246],{"class":90,"line":91},[88,6245,116],{"class":115},[88,6247,6248],{"class":119}," 这张设计稿还原成响应式页面，注意移动端适配\n",[88,6250,6251],{"class":90,"line":102},[88,6252,6253],{"class":119},"[附图：design.png]\n",[38,6255,6256],{},"对前端还原、运维看监控截图、QA 看 bug 截图这类场景，多模态是刚需。Claude Code 也支持多模态但要走 Claude API 计费，MiMo 内置免费的思路对个人开发者更友好。",[66,6258,6260],{"id":6259},"mit-协议彻底开源","MIT 协议，彻底开源",[38,6262,6263,6264,6269],{},"MiMo Code 是 ",[323,6265,6268],{"href":6266,"rel":6267},"https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code",[343],"MIT 协议"," 开源——权重、代码、工具全可商用、可改、可二次分发。这比 Kimi K2.7 Code 的开源协议更宽松（Kimi 的商用条款需留意），对企业做二次开发、嵌入自家产品是利好。",[38,6271,6272],{},"小米此举被社区解读为\"用开源换生态\"——终端 Agent 赛道 Claude Code 闭源、OpenCode 占开源高地，小米作为后来者用 MIT + 基准成绩 + 内置模型打差异。能不能跑出来，看后续迭代和社区活跃度。",[26,6274,351],{"id":351},[66,6276,355],{"id":354},[79,6278,6280],{"className":81,"code":6279,"language":83,"meta":84,"style":84},"# 一行命令安装\ncurl -fsSL https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code\u002Finstall.sh | bash\n\n# 或 npm\nnpm install -g mimo-code\n\n# 内置模型开箱即用，无需 API key\n# （也可接自托管 MiMo 或其他 OpenAI 兼容模型）\nmimo-code                       # 启动\n\n# 进项目\ncd your-project\nmimo-code \u002Finit                 # 初始化项目记忆\nmimo-code                       # 交互模式\n",[74,6281,6282,6286,6299,6303,6307,6318,6322,6327,6332,6339,6343,6347,6353,6362],{"__ignoreMap":84},[88,6283,6284],{"class":90,"line":91},[88,6285,5431],{"class":108},[88,6287,6288,6290,6292,6295,6297],{"class":90,"line":102},[88,6289,370],{"class":105},[88,6291,373],{"class":94},[88,6293,6294],{"class":98}," https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code\u002Finstall.sh",[88,6296,379],{"class":115},[88,6298,382],{"class":105},[88,6300,6301],{"class":90,"line":112},[88,6302,388],{"emptyLinePlaceholder":387},[88,6304,6305],{"class":90,"line":242},[88,6306,5453],{"class":108},[88,6308,6309,6311,6313,6315],{"class":90,"line":268},[88,6310,421],{"class":105},[88,6312,424],{"class":98},[88,6314,427],{"class":94},[88,6316,6317],{"class":98}," mimo-code\n",[88,6319,6320],{"class":90,"line":295},[88,6321,388],{"emptyLinePlaceholder":387},[88,6323,6324],{"class":90,"line":301},[88,6325,6326],{"class":108},"# 内置模型开箱即用，无需 API key\n",[88,6328,6329],{"class":90,"line":418},[88,6330,6331],{"class":108},"# （也可接自托管 MiMo 或其他 OpenAI 兼容模型）\n",[88,6333,6334,6336],{"class":90,"line":433},[88,6335,6212],{"class":105},[88,6337,6338],{"class":108},"                       # 启动\n",[88,6340,6341],{"class":90,"line":438},[88,6342,388],{"emptyLinePlaceholder":387},[88,6344,6345],{"class":90,"line":444},[88,6346,5491],{"class":108},[88,6348,6349,6351],{"class":90,"line":452},[88,6350,95],{"class":94},[88,6352,99],{"class":98},[88,6354,6355,6357,6359],{"class":90,"line":8},[88,6356,6212],{"class":105},[88,6358,2839],{"class":98},[88,6360,6361],{"class":108},"                 # 初始化项目记忆\n",[88,6363,6364,6366],{"class":90,"line":462},[88,6365,6212],{"class":105},[88,6367,6368],{"class":108},"                       # 交互模式\n",[66,6370,532],{"id":532},[38,6372,6373],{},"作为 V0.1.0 产品，MiMo Code 的体感是\"潜力大、毛刺多\"。",[38,6375,6376],{},"好的方面：TUI 交互流畅（继承 OpenCode 底子）、中文理解到位、多模态看图实用、内置模型不折腾 key。基准成绩在真实任务上大致能复现——中等复杂度的 bug 修复、功能追加，完成质量确实不输 Claude Code。",[38,6378,6379],{},"毛刺方面：偶发崩溃、记忆系统记忆不准、长任务中途断、文档不完善、部分 slash 命令行为和 OpenCode 不一致。社区 issue 区还在快速增长，属于\"早期开源项目\"的典型状态。用它当主力会有踩坑成本，当尝鲜和观察对象更合适。",[66,6381,6382],{"id":6382},"配置与扩展",[38,6384,6385],{},"MiMo Code 兼容 OpenCode 的 provider 配置格式，想接 Claude \u002F GPT \u002F DeepSeek 也能配。但最佳体验还是配 MiMo 自研模型——内置调优、多模态、记忆系统都是围绕它做的。自托管 MiMo 模型需要一定 GPU 资源，个人玩家建议先用官方免费额度或内置模型。",[26,6387,568],{"id":568},[38,6389,6390,6391,6393],{},"MiMo Code ",[41,6392,574],{},"——MIT 开源、工具免费、内置模型免费。成本几乎为零（除非自托管模型要算硬件电费）：",[577,6395,6396,6406],{},[580,6397,6398],{},[583,6399,6400,6402,6404],{},[586,6401,2615],{},[586,6403,877],{},[586,6405,594],{},[596,6407,6408,6420,6432],{},[583,6409,6410,6415,6417],{},[601,6411,6412],{},[41,6413,6414],{},"内置 MiMo 模型",[601,6416,1174],{},[601,6418,6419],{},"开箱即用，个人开发者首选",[583,6421,6422,6427,6429],{},[601,6423,6424],{},[41,6425,6426],{},"自托管 MiMo",[601,6428,5603],{},[601,6430,6431],{},"企业 \u002F 隐私场景，需 GPU",[583,6433,6434,6439,6441],{},[601,6435,6436],{},[41,6437,6438],{},"接其他模型（BYOK）",[601,6440,3439],{},[601,6442,6443],{},"想用 Claude\u002FGPT 时，自行承担 token 费",[38,6445,6446],{},"这是三个国产 Agent 里成本结构最干净的——Kimi Code 要付 API 费，OpenCode 要付外部模型 API 费，MiMo Code 内置模型直接免费。对\"一分钱不想花\"的开发者，MiMo 是天花板。",[38,6448,6449,6450,6452],{},"但免费的代价是 ",[41,6451,908],{},"：内置模型推理资源有限（如果走官方服务），高峰可能限流；自托管又要硬件。没有\"既免费又稳定还强\"的免费午餐。",[26,6454,594],{"id":594},[143,6456,6457,6463,6469,6475,6481],{},[146,6458,6459,6462],{},[41,6460,6461],{},"尝鲜国产开源 Agent 黑马","：想第一时间体验 SWE-Bench 超过 Claude Code 的国产选手",[146,6464,6465,6468],{},[41,6466,6467],{},"基准成绩敏感的研究者","：做 Agent 评测、对比实验，MiMo 是重要样本",[146,6470,6471,6474],{},[41,6472,6473],{},"需要内置多模态","：截图调试、看图改 UI，不想为多模态单独付费",[146,6476,6477,6480],{},[41,6478,6479],{},"MIT 协议二次开发","：企业想基于开源 Agent 做自家产品，MiMo 协议最宽松",[146,6482,6483,6486],{},[41,6484,6485],{},"国内免费 + 中文友好","：不花钱、不要海外账号、中文体验好",[26,6488,700],{"id":700},[143,6490,6491,6497,6503,6508,6514],{},[146,6492,6493,6496],{},[41,6494,6495],{},"生产环境追求稳定","：V0.1.0 早期，崩溃和毛刺难免，别拿核心业务冒险",[146,6498,6499,6502],{},[41,6500,6501],{},"需要成熟插件生态","：生态刚起步，第三方工具和自定义命令体系远不如 Claude Code",[146,6504,6505,6507],{},[41,6506,722],{},"：CLI Agent 不是补全器",[146,6509,6510,6513],{},[41,6511,6512],{},"不熟悉终端的新手","：TUI + 配置门槛对纯新手不友好",[146,6515,6516,6519],{},[41,6517,6518],{},"要企业级 SLA","：开源 V0.1 无任何承诺",[26,6521,738],{"id":738},[577,6523,6524,6545],{},[580,6525,6526],{},[583,6527,6528,6530,6532,6536,6540],{},[586,6529,747],{},[586,6531,5716],{},[586,6533,6534],{},[323,6535,755],{"href":754},[586,6537,6538],{},[323,6539,11],{"href":5710},[586,6541,6542],{},[323,6543,5254],{"href":6544},"\u002Fcoding\u002Fcli\u002Fkimi-code.html",[596,6546,6547,6559,6575,6589,6603,6618,6633,6646,6658],{},[583,6548,6549,6551,6553,6555,6557],{},[601,6550,774],{},[601,6552,777],{},[601,6554,780],{},[601,6556,777],{},[601,6558,780],{},[583,6560,6561,6564,6567,6569,6572],{},[601,6562,6563],{},"协议",[601,6565,6566],{},"MIT（最宽松）",[601,6568,3600],{},[601,6570,6571],{},"MIT",[601,6573,6574],{},"开源（商用需留意）",[583,6576,6577,6579,6582,6585,6587],{},[601,6578,3386],{},[601,6580,6581],{},"MiMo（内置免费）",[601,6583,6584],{},"Claude（闭源）",[601,6586,5743],{},[601,6588,5737],{},[583,6590,6591,6594,6597,6599,6601],{},[601,6592,6593],{},"SWE-Bench",[601,6595,6596],{},"★★★★★ 62%",[601,6598,825],{},[601,6600,5785],{},[601,6602,825],{},[583,6604,6605,6608,6611,6614,6616],{},[601,6606,6607],{},"多模态",[601,6609,6610],{},"✅ 内置免费",[601,6612,6613],{},"✅（计费）",[601,6615,5785],{},[601,6617,798],{},[583,6619,6620,6622,6625,6628,6631],{},[601,6621,6159],{},[601,6623,6624],{},"✅ 跨会话",[601,6626,6627],{},"✅（CLAUDE.md）",[601,6629,6630],{},"⚠️ 基础",[601,6632,6630],{},[583,6634,6635,6638,6640,6642,6644],{},[601,6636,6637],{},"成熟度",[601,6639,5801],{},[601,6641,817],{},[601,6643,825],{},[601,6645,825],{},[583,6647,6648,6650,6652,6654,6656],{},[601,6649,892],{},[601,6651,5808],{},[601,6653,5811],{},[601,6655,5814],{},[601,6657,5817],{},[583,6659,6660,6662,6664,6666,6668],{},[601,6661,877],{},[601,6663,1174],{},[601,6665,883],{},[601,6667,880],{},[601,6669,6670],{},"极低",[38,6672,6673,923],{},[41,6674,6675],{},"选 MiMo Code 如果你",[143,6677,6678,6681,6684,6687],{},[146,6679,6680],{},"想尝鲜基准超 Claude Code 的国产黑马",[146,6682,6683],{},"要 MIT 协议做二次开发 \u002F 商用",[146,6685,6686],{},"需要内置免费多模态",[146,6688,6689],{},"一分钱不想花，又要中文友好",[38,6691,6692,923],{},[41,6693,6694],{},"别选 MiMo Code 如果你",[143,6696,6697,6700,6703,6706],{},[146,6698,6699],{},"生产环境要稳（V0.1.0 太早期）",[146,6701,6702],{},"要成熟插件和 MCP 生态（去 Claude Code）",[146,6704,6705],{},"要 IDE inline 补全（去 Cursor \u002F Copilot）",[146,6707,6708],{},"企业要 SLA 承诺",[26,6710,967],{"id":966},[38,6712,6713,6716],{},[41,6714,6715],{},"Q：MiMo Code 真能超过 Claude Code 吗？","\nA：在 SWE-Bench Pro 和 Terminal Bench 2 两个标准化基准上，MiMo 的分数确实领先。但基准 ≠ 全场景实战——长任务稳定性、上下文管理、插件生态 MiMo 仍落后。把它理解为\"基准够强，实战在追赶\"更准确。",[38,6718,6719,6722],{},[41,6720,6721],{},"Q：V0.1.0 能用于生产吗？","\nA：不建议作为生产主力。早期版本崩溃、记忆不准、文档不全等问题难免。建议作为尝鲜 \u002F 备选 \u002F 研究对象，等迭代到 V1.0 再考虑生产化。",[38,6724,6725,6728],{},[41,6726,6727],{},"Q：内置模型真免费？有限制吗？","\nA：工具和内置模型免费。但若走官方推理服务，高峰可能限流；重度使用建议自托管（需 GPU）或接其他模型 BYOK。",[38,6730,6731,6734],{},[41,6732,6733],{},"Q：和 Kimi Code 怎么选？","\nA：都是国产开源 CLI Agent。Kimi Code 模型成熟（K2.7 多代迭代）、256K 长上下文、中文强；MiMo Code 基准成绩更亮眼、MIT 协议更宽松、内置多模态免费，但 V0.1 早期。要稳选 Kimi，要尝鲜和 MIT 商用选 MiMo。",[38,6736,6737,6740],{},[41,6738,6739],{},"Q：基于 OpenCode 架构，能用 OpenCode 的插件吗？","\nA：大部分兼容——provider 配置、MCP server、部分配置文件格式通用。但 MiMo 有自己的增量（记忆系统、内置模型），部分行为和 OpenCode 不完全一致，迁移时需测试。",[38,6742,6743,6746],{},[41,6744,6745],{},"Q：小米会长期维护吗？","\nA：目前社区活跃、迭代快，但开源项目的长期承诺难以保证。建议关注 GitHub issue 响应速度和发版节奏判断健康度，别把核心流程绑死在单一早期项目上。",[26,6748,1010],{"id":1010},[143,6750,6751,6761,6773,6782],{},[146,6752,1015,6753,955,6755,955,6757,955,6759],{},[323,6754,755],{"href":754},[323,6756,11],{"href":5710},[323,6758,5254],{"href":6544},[323,6760,5923],{"href":5922},[146,6762,1028,6763,955,6765,955,6768,955,6770],{},[323,6764,1032],{"href":1031},[323,6766,6593],{"href":6767},"\u002Fwiki\u002Fswe-bench.html",[323,6769,326],{"href":325},[323,6771,6159],{"href":6772},"\u002Fwiki\u002Fagent-memory.html",[146,6774,1045,6775,955,6778,955,6780],{},[323,6776,5716],{"href":6777},"\u002Fmodels\u002Fmimo-code.html",[323,6779,1049],{"href":1048},[323,6781,5943],{"href":5942},[146,6783,1064,6784,955,6786],{},[323,6785,1068],{"href":1067},[323,6787,5955],{"href":5954},[26,6789,1075],{"id":1075},[143,6791,6792,6797,6804,6811,6817],{},[146,6793,5968,6794],{},[323,6795,6266],{"href":6266,"rel":6796},[343],[146,6798,6799,6800],{},"技术报告：",[323,6801,6802],{"href":6802,"rel":6803},"https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code\u002Fblob\u002Fmain\u002FREADME.md",[343],[146,6805,6806,6807],{},"MiMo 系列模型：",[323,6808,6809],{"href":6809,"rel":6810},"https:\u002F\u002Fgithub.com\u002FXiaomiMiMo",[343],[146,6812,6813,6814],{},"OpenCode 架构基础：",[323,6815,341],{"href":341,"rel":6816},[343],[146,6818,6819,6820],{},"SWE-Bench 排行榜：",[323,6821,6822],{"href":6822,"rel":6823},"https:\u002F\u002Fwww.swebench.com",[343],[38,6825,1114,6826,1118],{},[323,6827,1117],{"href":1117},[1120,6829,1122],{},{"title":84,"searchDepth":112,"depth":112,"links":6831},[6832,6833,6840,6845,6846,6847,6848,6849,6850,6851],{"id":28,"depth":102,"text":29},{"id":64,"depth":102,"text":64,"children":6834},[6835,6836,6837,6838,6839],{"id":6107,"depth":112,"text":6108},{"id":6137,"depth":112,"text":6138},{"id":6182,"depth":112,"text":6183},{"id":6228,"depth":112,"text":6229},{"id":6259,"depth":112,"text":6260},{"id":351,"depth":102,"text":351,"children":6841},[6842,6843,6844],{"id":354,"depth":112,"text":355},{"id":532,"depth":112,"text":532},{"id":6382,"depth":112,"text":6382},{"id":568,"depth":102,"text":568},{"id":594,"depth":102,"text":594},{"id":700,"depth":102,"text":700},{"id":738,"depth":102,"text":738},{"id":966,"depth":102,"text":967},{"id":1010,"depth":102,"text":1010},{"id":1075,"depth":102,"text":1075},"\u002Fimg\u002Ftools\u002Fmimo-code.webp","MiMo 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技术报告",{"title":6887,"url":6809},"小米 MiMo 系列模型",{"title":6889,"url":341},"OpenCode 架构（MiMo 基于此）",{"title":6891,"url":6822},"SWE-Bench Pro 排行榜","tools\u002Fcoding\u002Fcli\u002Fmimo-code",[6894,6895,6896,6897,6898],"想尝鲜国产开源 Agent 黑马的开发者","看重 SWE-Bench \u002F Terminal Bench 基准成绩的研究者","需要内置多模态（截图调试）能力","MIT 协议下做二次开发 \u002F 商用集成","国内开发者，要免费 + 中文友好","小米开源终端 AI 编程 Agent，SWE-Bench 超越 Claude Code",[1144,1214,1215,6901,1216,6902,6063],"xiaomi","mit","小米开源 CLI Agent 黑马。SWE-Bench Pro 62%、Terminal Bench 2 73% 双超 Claude Code，MIT 协议、内置免费多模态模型、记忆系统。但仅 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阿里开源的",[41,7721,7722],{},"终端 AI 编码 agent","，和 ",[323,7725,755],{"href":754},"、",[323,7728,1025],{"href":1024}," 同一类——在终端里读文件、跑命令、循环改代码。它从 Google ",[323,7731,1025],{"href":1024}," v0.8.2 fork 而来，针对 ",[323,7734,7736],{"href":7735},"\u002Fmodels\u002Fqwen3-coder.html","Qwen3-Coder"," 模型做了 parser 和 function-calling 调优。",[38,7739,7740,7741,7744,7745,7748],{},"npm 包名 ",[74,7742,7743],{},"@qwen-code\u002Fqwen-code","，命令行入口是 ",[74,7746,7747],{},"qwen","。最大优势对国内开发者：开源免费 + ModelScope 每天 2000 次免费额度 + 中文友好。",[57,7750,7751],{},[38,7752,7753],{},"来源说明：本文基于 GitHub（QwenLM\u002Fqwen-code）、npm 官方页、以及 morphllm \u002F a2a-mcp 等资料整理。该项目迭代快、鉴权方式有过重大调整，请以最新官方 README 为准。",[26,7755,1261],{"id":1261},[66,7757,7759],{"id":7758},"与-gemini-cli-的血缘","与 Gemini CLI 的血缘",[38,7761,7762],{},"Qwen Code 基于 Gemini CLI v0.8.2 fork，从 v0.1 起停止与上游同步、独立开发。所以二者共享祖先（终端 UI + agent 循环），但如今各走各路——Qwen Code 的新功能不来自 Gemini CLI，反之亦然。",[66,7764,7766],{"id":7765},"agentic-能力","Agentic 能力",[143,7768,7769,7775,7781,7787,7793,7799,7816],{},[146,7770,7771,7774],{},[41,7772,7773],{},"代码理解与编辑","：查询和编辑超出传统上下文窗口的大型 codebase",[146,7776,7777,7780],{},[41,7778,7779],{},"工作流自动化","：处理 PR、复杂 rebase 等运维型任务",[146,7782,7783,7786],{},[41,7784,7785],{},"增强 parser","：专为 Qwen-Coder 模型优化的解析器",[146,7788,7789,7792],{},[41,7790,7791],{},"视觉模型支持","：自动检测输入里的图片，切换到视觉模型做多模态分析",[146,7794,7795,7798],{},[41,7796,7797],{},"SubAgents \u002F Agent Teams","：分层 agent——主 agent 把聚焦子任务委派给专门 subagent 再汇总",[146,7800,7801,923,7804,7726,7807,7726,7809,7726,7812,7815],{},[41,7802,7803],{},"内置 skills",[74,7805,7806],{},"\u002Freview",[74,7808,2290],{},[74,7810,7811],{},"\u002Floop",[74,7813,7814],{},"\u002Fbugfix"," 等命令",[146,7817,7818,7823],{},[41,7819,7820,7822],{},[323,7821,326],{"href":325}," 支持","：连外部工具和数据",[66,7825,7826],{"id":7826},"上下文与会话管理",[38,7828,7829,7830,7833,7834,7837],{},"针对 token 消耗提供会话级控制（在 ",[74,7831,7832],{},"~\u002F.qwen\u002Fsettings.json"," 配 ",[74,7835,7836],{},"sessionTokenLimit","）：",[143,7839,7840,7846,7851],{},[146,7841,7842,7845],{},[74,7843,7844],{},"\u002Fcompress","：压缩对话历史，在 token 上限内继续",[146,7847,7848,7850],{},[74,7849,2362],{},"：清空历史重新开始",[146,7852,7853,7856],{},[74,7854,7855],{},"\u002Fstats","：查看当前 token 使用和上限",[38,7858,7859,7861],{},[323,7860,7736],{"href":7735}," 原生 256K 上下文，可外推到约 1M。",[26,7863,7864],{"id":7864},"安装与鉴权",[66,7866,7868],{"id":7867},"安装需-nodejs-20npm-官方写-22","安装（需 Node.js 20+，npm 官方写 22+）",[79,7870,7872],{"className":81,"code":7871,"language":83,"meta":84,"style":84},"# npm 全局安装（最通用）\nnpm install -g @qwen-code\u002Fqwen-code@latest\nqwen --version\n\n# Homebrew（macOS \u002F Linux）\nbrew install qwen-code\n\n# 从源码\ngit clone https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code.git\ncd qwen-code && npm install && npm install -g .\n",[74,7873,7874,7879,7890,7896,7900,7905,7914,7918,7923,7934],{"__ignoreMap":84},[88,7875,7876],{"class":90,"line":91},[88,7877,7878],{"class":108},"# npm 全局安装（最通用）\n",[88,7880,7881,7883,7885,7887],{"class":90,"line":102},[88,7882,421],{"class":105},[88,7884,424],{"class":98},[88,7886,427],{"class":94},[88,7888,7889],{"class":98}," @qwen-code\u002Fqwen-code@latest\n",[88,7891,7892,7894],{"class":90,"line":112},[88,7893,7747],{"class":105},[88,7895,449],{"class":94},[88,7897,7898],{"class":90,"line":242},[88,7899,388],{"emptyLinePlaceholder":387},[88,7901,7902],{"class":90,"line":268},[88,7903,7904],{"class":108},"# Homebrew（macOS \u002F Linux）\n",[88,7906,7907,7909,7911],{"class":90,"line":295},[88,7908,2747],{"class":105},[88,7910,424],{"class":98},[88,7912,7913],{"class":98}," qwen-code\n",[88,7915,7916],{"class":90,"line":301},[88,7917,388],{"emptyLinePlaceholder":387},[88,7919,7920],{"class":90,"line":418},[88,7921,7922],{"class":108},"# 从源码\n",[88,7924,7925,7928,7931],{"class":90,"line":433},[88,7926,7927],{"class":105},"git",[88,7929,7930],{"class":98}," clone",[88,7932,7933],{"class":98}," https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code.git\n",[88,7935,7936,7938,7941,7944,7946,7948,7950,7952,7954,7956],{"class":90,"line":438},[88,7937,95],{"class":94},[88,7939,7940],{"class":98}," qwen-code",[88,7942,7943],{"class":119}," && ",[88,7945,421],{"class":105},[88,7947,424],{"class":98},[88,7949,7943],{"class":119},[88,7951,421],{"class":105},[88,7953,424],{"class":98},[88,7955,427],{"class":94},[88,7957,7958],{"class":98}," .\n",[66,7960,7962],{"id":7961},"鉴权️-2026-04-15-后免费-oauth-已停用","鉴权（⚠️ 2026-04-15 后免费 OAuth 已停用）",[38,7964,7965,7968],{},[41,7966,7967],{},"重要变更","：Qwen OAuth 已于 2026 年 4 月 15 日停用。现在必须用以下方式之一：",[1690,7970,7971,7983],{},[146,7972,7973,7976,7977,7982],{},[41,7974,7975],{},"API Key（推荐）","：阿里云百炼 Model Studio（",[323,7978,7981],{"href":7979,"rel":7980},"https:\u002F\u002Fbailian.console.aliyun.com\u002F",[343],"北京"," \u002F 国际站）申请，或任何 OpenAI \u002F Anthropic \u002F Google GenAI 兼容端点",[146,7984,7985,7988],{},[41,7986,7987],{},"阿里云 Coding Plan","：固定月费，配额更高",[38,7990,7991],{},"国内 \u002F 国际免费额度：",[143,7993,7994,8004],{},[146,7995,7996,7999,8000,8003],{},[41,7997,7998],{},"ModelScope（国内）","：每天 ",[41,8001,8002],{},"2000 次","免费 API 调用",[146,8005,8006,8009,8010,8013],{},[41,8007,8008],{},"OpenRouter（国际）","：每天最多 ",[41,8011,8012],{},"1000 次","免费调用",[79,8015,8017],{"className":81,"code":8016,"language":83,"meta":84,"style":84},"cd your-project\nqwen\n# 进入交互界面后：\n\u002Fauth     # 配置 provider \u002F API Key\n\u002Fhelp     # 查看命令\n",[74,8018,8019,8025,8030,8035,8043],{"__ignoreMap":84},[88,8020,8021,8023],{"class":90,"line":91},[88,8022,95],{"class":94},[88,8024,99],{"class":98},[88,8026,8027],{"class":90,"line":102},[88,8028,8029],{"class":105},"qwen\n",[88,8031,8032],{"class":90,"line":112},[88,8033,8034],{"class":108},"# 进入交互界面后：\n",[88,8036,8037,8040],{"class":90,"line":242},[88,8038,8039],{"class":105},"\u002Fauth",[88,8041,8042],{"class":108},"     # 配置 provider \u002F API Key\n",[88,8044,8045,8048],{"class":90,"line":268},[88,8046,8047],{"class":105},"\u002Fhelp",[88,8049,8050],{"class":108},"     # 查看命令\n",[26,8052,1688],{"id":1688},[1690,8054,8055,8061,8067,8073],{},[146,8056,8057,8060],{},[41,8058,8059],{},"中文友好度高","：阿里出品，文档和模型对中文场景优化好，是国内终端 agent 的少数优选",[146,8062,8063,8066],{},[41,8064,8065],{},"免费额度香","：ModelScope 每天 2000 次足够个人日常用，且支付宝\u002F微信付费无门槛",[146,8068,8069,8072],{},[41,8070,8071],{},"不需要代理","：用国内 ModelScope \u002F 百炼端点时全程国内网络可达",[146,8074,8075,8078,8079,8083,8084],{},[41,8076,8077],{},"替代\u002F搭配","：要更强模型可接 ",[323,8080,8082],{"href":8081},"\u002Fcoding\u002Fapi\u002Fopenrouter.html","OpenRouter"," 转发；纯开源洁癖可看 ",[323,8085,767],{"href":766},[26,8087,738],{"id":738},[577,8089,8090,8110],{},[580,8091,8092],{},[583,8093,8094,8096,8098,8102,8106],{},[586,8095,747],{},[586,8097,5923],{},[586,8099,8100],{},[323,8101,1025],{"href":1024},[586,8103,8104],{},[323,8105,755],{"href":754},[586,8107,8108],{},[323,8109,767],{"href":766},[596,8111,8112,8128,8146,8160,8174,8189,8202],{},[583,8113,8114,8117,8120,8123,8125],{},[601,8115,8116],{},"出身",[601,8118,8119],{},"Gemini CLI fork",[601,8121,8122],{},"Google 原生",[601,8124,150],{},[601,8126,8127],{},"独立开源",[583,8129,8130,8133,8137,8140,8143],{},[601,8131,8132],{},"主打模型",[601,8134,8135],{},[323,8136,7736],{"href":7735},[601,8138,8139],{},"Gemini",[601,8141,8142],{},"Claude",[601,8144,8145],{},"任意 API",[583,8147,8148,8150,8153,8155,8158],{},[601,8149,789],{},[601,8151,8152],{},"★★★★★ Apache",[601,8154,825],{},[601,8156,8157],{},"✗",[601,8159,8152],{},[583,8161,8162,8165,8168,8170,8172],{},[601,8163,8164],{},"国内可用性",[601,8166,8167],{},"★★★★★ 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",[74,8311,8312],{},"pip install qwen-code-cli","）并非官方，别装错。",[146,8315,8316,8319],{},[41,8317,8318],{},"和 Gemini CLI 不再同步","：别指望 Gemini CLI 的新功能会出现在 Qwen Code 里，二者已分家独立演进。",[146,8321,8322,8325,8326,8329,8330,3747],{},[41,8323,8324],{},"视觉切换弹窗","：默认开启图片自动切视觉模型，每次会弹确认框；嫌烦在 ",[74,8327,8328],{},"settings.json"," 设 ",[74,8331,8332],{},"vlmSwitchMode",[26,8334,1989],{"id":1988},[38,8336,1992],{},[143,8338,8339,8342,8345,8350],{},[146,8340,8341],{},"国内开发者要免门槛、中文友好的终端 agent",[146,8343,8344],{},"想白嫖 ModelScope 每天 2000 次免费额度",[146,8346,8347,8349],{},[323,8348,7736],{"href":7735}," 用户",[146,8351,8352],{},"喜欢 Gemini CLI 交互但要更好国内体验",[38,8354,2020],{},[143,8356,8357,8360,8363],{},[146,8358,8359],{},"强依赖 Claude \u002F GPT 特定能力",[146,8361,8362],{},"极度在意 token 成本（消耗偏高）",[146,8364,8365,8366,8368],{},"想要模型完全自选的极简工具（",[323,8367,767],{"href":766}," 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对比及避坑。",[2145,1151],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Fqwen-code",[1170,1168,1169],[8455,8459,8462,8466,8470],{"plan":8456,"price":2152,"limit":8457,"cn_pay":3873,"note":8458},"工具本体","开源（Apache），自己跑","费用全在模型 API",{"plan":7998,"price":8178,"limit":8460,"cn_pay":6028,"note":8461},"每天 2000 次 API 调用","国内开发者首选",{"plan":8008,"price":8178,"limit":8463,"cn_pay":8464,"note":8465},"每天最多 1000 次调用","⚠️ 海外卡","全球可用",{"plan":8467,"price":5222,"limit":8468,"cn_pay":798,"note":8469},"阿里云百炼 API Key","Qwen3-Coder 等模型","官方推荐，稳定",{"plan":7987,"price":8471,"limit":8472,"cn_pay":798,"note":8473},"固定月费","更高配额","重度使用","工具开源免费；模型按 API 计费。国内 ModelScope 每天 2000 次免费 \u002F 国际 OpenRouter 每天 1000 次免费","2026-06-28",{"power":242,"ux":242,"price":268,"cn_support":268,"stability":242},{"title":5923,"description":8449},"coding\u002Fcli\u002Fqwen-code",[8480,8482,8484,8487],{"title":8481,"url":8410},"Qwen Code GitHub (QwenLM\u002Fqwen-code)",{"title":8483,"url":8417},"@qwen-code\u002Fqwen-code 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Code）。","a66FbuS8rz6eMaEqwRQboqqUMkwEW2PF68CtfvM4M9E",{"id":8498,"title":3567,"alternatives":8499,"api_compatible":1149,"body":8502,"category":1144,"chinese_friendly":112,"cover":9053,"description":9054,"domestic":1147,"extension":1148,"faq":9055,"free":1147,"github":1149,"languages":9068,"meta":9069,"models":1149,"navigation":387,"notSuitable":1149,"opensource":387,"path":9070,"pillar":1166,"platforms":9071,"priceTable":9074,"pricing":9091,"published":9092,"relatedPlaybooks":9093,"relatedReviews":1149,"score":9095,"self_host":387,"seo":9096,"seoTitle":1149,"slug":3345,"sources":9097,"stem":9108,"suitable":1149,"tagline":9109,"tags":9110,"updated":2182,"verdict":9114,"website":9115,"__hash__":9116},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code.md",[1227,8500,8501,3346],"coding\u002Fcli\u002Fcontinue","coding\u002Fcli\u002Fopenhands",{"type":23,"value":8503,"toc":9041},[8504,8506,8509,8512,8514,8582,8584,8610,8615,8619,8624,8647,8652,8675,8678,8707,8710,8891,8894,8946,8948,8977,8979,9004,9006],[26,8505,29],{"id":28},[38,8507,8508],{},"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。",[38,8510,8511],{},"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）。",[26,8513,64],{"id":64},[143,8515,8516,8522,8528,8534,8540,8546,8551,8557,8562,8570,8576],{},[146,8517,8518,8521],{},[41,8519,8520],{},"Agentic Loop","：Thought → Plan → Act → Observe 递归循环，错了自动读 stderr + 重试",[146,8523,8524,8527],{},[41,8525,8526],{},"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",[146,8529,8530,8533],{},[41,8531,8532],{},"Boomerang Tasks","：主任务派发 sub-task 到不同 mode + 不同模型，并行 \u002F 串行混合",[146,8535,8536,8539],{},[41,8537,8538],{},"Custom Modes","：自定义 system prompt + 工具集 + 模型，团队级共享",[146,8541,8542,8545],{},[41,8543,8544],{},"Auto-Approve","：连续执行不打断（高风险 → 配白名单）",[146,8547,8548,8550],{},[41,8549,1038],{},"：Anthropic \u002F OpenAI \u002F Google \u002F DeepSeek \u002F xAI \u002F Mistral \u002F OpenRouter \u002F Ollama 本地",[146,8552,8553,8556],{},[41,8554,8555],{},"完整透明","：每步 prompt \u002F cost \u002F context usage 可见",[146,8558,8559,8561],{},[41,8560,864],{},"：继承 Cline MCP 协议，工具 \u002F 数据源 \u002F 自定义服务器",[146,8563,8564,8569],{},[41,8565,8566],{},[74,8567,8568],{},".rooignore","：限制 AI 可见文件，敏感目录可排除",[146,8571,8572,8575],{},[41,8573,8574],{},"本地优先","：Ollama \u002F vLLM 局域网模型，air-gapped 可用",[146,8577,8578,8581],{},[41,8579,8580],{},"Cloud","：task 存储 + 协作 + remote agent + 团队策略",[26,8583,877],{"id":877},[143,8585,8586,8592,8598,8604],{},[146,8587,8588,8591],{},[41,8589,8590],{},"OSS","：$0（Apache 2.0）；你自付 LLM API",[146,8593,8594,8597],{},[41,8595,8596],{},"Cloud Free","：$0 + 云端基础",[146,8599,8600,8603],{},[41,8601,8602],{},"Cloud Team","：$99\u002F月 + remote agents + 团队治理",[146,8605,8606,8609],{},[41,8607,8608],{},"Enterprise","：Custom + SSO + 审计 + 私有部署",[57,8611,8612],{},[38,8613,8614],{},"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%。",[26,8616,8618],{"id":8617},"实测solo-5-人小团队-typescript-全栈","实测（solo + 5 人小团队 \u002F TypeScript 全栈）",[38,8620,8621],{},[41,8622,8623],{},"亮点：",[143,8625,8626,8629,8632,8635,8641,8644],{},[146,8627,8628],{},"每周多次发布，新特性来得快，社区驱动感强",[146,8630,8631],{},"Boomerang Tasks 重构整目录时效率拉满：Architect Opus 出方案 → Code DeepSeek 实现 → Debug Sonnet 验",[146,8633,8634],{},"自定义 Modes 把团队风格固化，新人接手新仓库 30 分钟上手",[146,8636,8637,8638,8640],{},"Auto-Approve + ",[74,8639,8568],{}," 配好后 80% 任务零打断",[146,8642,8643],{},"BYOK 透明度极高：每个 prompt \u002F cost \u002F context 都可看，比 Cursor 黑盒强",[146,8645,8646],{},"Ollama + Qwen2.5 Coder 本地跑离线场景 OK",[38,8648,8649],{},[41,8650,8651],{},"踩坑：",[143,8653,8654,8657,8660,8663,8666,8669,8672],{},[146,8655,8656],{},"每周快速发布 = 偶发回归，生产仓库别盲跟 latest",[146,8658,8659],{},"Auto-Approve 不配白名单可能误删 \u002F 误覆盖（必须先 commit）",[146,8661,8662],{},"多模式切换初学者会 confused，文档要花时间读",[146,8664,8665],{},"JetBrains 只有实验桥接（要 JetBrains 原生用 Cline）",[146,8667,8668],{},"模型 BYOK 配置门槛比 Cursor 高",[146,8670,8671],{},"Boomerang 并行多 sub-agent 时 token 烧得快，要监控",[146,8673,8674],{},"中文 prompt 表现尚可但 system prompt 仍英文最佳",[26,8676,8677],{"id":8677},"上手",[1690,8679,8680,8686,8689,8692,8698,8704],{},[146,8681,8682,8683,8685],{},"VS Code → Extensions → 搜 ",[74,8684,3567],{}," 安装",[146,8687,8688],{},"设置 → Provider → 添加 Anthropic \u002F OpenAI \u002F Google \u002F OpenRouter \u002F Ollama API Key",[146,8690,8691],{},"选默认 Mode（Code）→ 在侧边栏对话框写需求",[146,8693,8694,8695,8697],{},"启用 Auto-Approve（先 commit！）+ 配 ",[74,8696,8568],{}," 限制范围",[146,8699,8700,8701],{},"多步任务用 Boomerang：在 prompt 写 ",[74,8702,8703],{},"start a subtask in architect mode to plan, then code mode to implement",[146,8705,8706],{},"团队：上 Cloud Team → 共享 Custom Modes + remote agents",[26,8708,8709],{"id":8709},"对比",[577,8711,8712,8727],{},[580,8713,8714],{},[583,8715,8716,8718,8720,8722,8724],{},[586,8717,747],{},[586,8719,3567],{},[586,8721,1753],{},[586,8723,954],{},[586,8725,8726],{},"Continue",[596,8728,8729,8743,8760,8775,8792,8807,8822,8836,8852,8864,8877],{},[583,8730,8731,8733,8736,8738,8741],{},[601,8732,6563],{},[601,8734,8735],{},"Apache 2.0",[601,8737,8735],{},[601,8739,8740],{},"商业",[601,8742,8735],{},[583,8744,8745,8748,8751,8754,8757],{},[601,8746,8747],{},"GitHub Star",[601,8749,8750],{},"23.8K",[601,8752,8753],{},"57.9K",[601,8755,8756],{},"–",[601,8758,8759],{},"19K+",[583,8761,8762,8765,8768,8771,8773],{},[601,8763,8764],{},"安装量",[601,8766,8767],{},"1.55M VS Code",[601,8769,8770],{},"4M+ VS+JB",[601,8772,8756],{},[601,8774,898],{},[583,8776,8777,8780,8783,8786,8789],{},[601,8778,8779],{},"架构",[601,8781,8782],{},"多模式 + Boomerang",[601,8784,8785],{},"Plan\u002FAct 两阶段",[601,8787,8788],{},"内置 IDE",[601,8790,8791],{},"Chat + Edit",[583,8793,8794,8797,8800,8802,8805],{},[601,8795,8796],{},"多 agent",[601,8798,8799],{},"✅ Boomerang",[601,8801,795],{},[601,8803,8804],{},"✅ Composer",[601,8806,795],{},[583,8808,8809,8812,8814,8816,8819],{},[601,8810,8811],{},"自定义 Modes",[601,8813,798],{},[601,8815,795],{},[601,8817,8818],{},"Cursor Rules",[601,8820,8821],{},"Slash Commands",[583,8823,8824,8827,8830,8832,8834],{},[601,8825,8826],{},"JetBrains",[601,8828,8829],{},"实验桥接",[601,8831,1834],{},[601,8833,795],{},[601,8835,798],{},[583,8837,8838,8841,8844,8847,8850],{},[601,8839,8840],{},"发布节奏",[601,8842,8843],{},"每周多次",[601,8845,8846],{},"月级稳定",[601,8848,8849],{},"月级",[601,8851,8849],{},[583,8853,8854,8856,8858,8860,8862],{},[601,8855,8544],{},[601,8857,798],{},[601,8859,1796],{},[601,8861,798],{},[601,8863,8756],{},[583,8865,8866,8868,8871,8873,8875],{},[601,8867,1038],{},[601,8869,8870],{},"✅ 完全",[601,8872,8870],{},[601,8874,3613],{},[601,8876,798],{},[583,8878,8879,8881,8884,8887,8889],{},[601,8880,326],{},[601,8882,8883],{},"✅ 继承",[601,8885,8886],{},"✅ 一等",[601,8888,798],{},[601,8890,798],{},[26,8892,8893],{"id":8893},"避坑",[143,8895,8896,8902,8910,8916,8922,8928,8934,8940],{},[146,8897,8898,8901],{},[41,8899,8900],{},"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",[146,8903,8904,923,8907,8909],{},[41,8905,8906],{},"Auto-Approve 必白名单",[74,8908,8568],{}," + git clean 状态 + commit 习惯 = 三道防线",[146,8911,8912,8915],{},[41,8913,8914],{},"Boomerang token 失控","：sub-agent 并行烧得快，月预算告警",[146,8917,8918,8921],{},[41,8919,8920],{},"多模式学习成本","：先用 Code 一种跑顺再加 Architect\u002FDebug",[146,8923,8924,8927],{},[41,8925,8926],{},"MCP 服务器质量参差","：装第三方 server 看 review + 沙盒",[146,8929,8930,8933],{},[41,8931,8932],{},"shell 工具权限","：危险命令（rm -rf \u002F dd）要在 settings 里拉黑",[146,8935,8936,8939],{},[41,8937,8938],{},"JetBrains 用户","：要原生体验请走 Cline；实验桥接稳定性还在演进",[146,8941,8942,8945],{},[41,8943,8944],{},"中文场景","：system prompt + custom modes 用英文写效果最好",[26,8947,1989],{"id":1988},[143,8949,8950,8953,8956,8959,8962,8965,8968,8971,8974],{},[146,8951,8952],{},"✅ Power user \u002F 想跟最新特性的开发者",[146,8954,8955],{},"✅ solo \u002F 小团队 + 多模型混合 + 省 token",[146,8957,8958],{},"✅ 多步重构 \u002F 多文件改动（Boomerang）",[146,8960,8961],{},"✅ 完全透明 + 无供应商锁定",[146,8963,8964],{},"✅ Ollama 本地 \u002F air-gapped 场景",[146,8966,8967],{},"❌ 严格 human-in-the-loop \u002F 受监管行业（Cline）",[146,8969,8970],{},"❌ JetBrains 原生需求（Cline）",[146,8972,8973],{},"❌ 不想配模型 \u002F 不想看 prompt（Cursor \u002F Copilot）",[146,8975,8976],{},"❌ 完全稳定 LTS 需求（每周快速发布）",[26,8978,1010],{"id":1010},[143,8980,8981,8986,8992,8998],{},[146,8982,8983],{},[323,8984,8985],{"href":3868},"Cline 评测",[146,8987,8988],{},[323,8989,8991],{"href":8990},"\u002Ftools\u002Fcoding\u002Fcli\u002Fcontinue","Continue 评测",[146,8993,8994],{},[323,8995,8997],{"href":8996},"\u002Ftools\u002Fcoding\u002Fcli\u002Fopenhands","OpenHands 评测",[146,8999,9000],{},[323,9001,9003],{"href":9002},"\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","Cursor 评测",[26,9005,1075],{"id":1075},[1690,9007,9008,9015,9022,9028,9034],{},[146,9009,9010,9011],{},"DevRadar — Roo Code Review 2026（BYOK \u002F Agentic Loop \u002F 模型矩阵）",[323,9012,9013],{"href":9013,"rel":9014},"https:\u002F\u002Fdevradar-dev.github.io\u002Fopen-research\u002Fai-tools\u002Froo-code",[343],[146,9016,9017,9018],{},"RockB — Cline vs Roo Code 2026（Star \u002F 安装 \u002F 多模式架构）",[323,9019,9020],{"href":9020,"rel":9021},"https:\u002F\u002Fbaeseokjae.github.io\u002Fposts\u002Fcline-vs-roo-code-2026",[343],[146,9023,9024,9025],{},"Serenities AI — Roo Code vs Cline 2026（社区 vs 产品路线）",[323,9026,3807],{"href":3807,"rel":9027},[343],[146,9029,9030,9031],{},"Qodo Blog — Roo Code vs Cline（企业治理视角）",[323,9032,3814],{"href":3814,"rel":9033},[343],[146,9035,9036,9037],{},"LLMReference — Roo Code Model Compatibility Matrix ",[323,9038,9039],{"href":9039,"rel":9040},"https:\u002F\u002Fwww.llmreference.com\u002Fagents\u002Froo-code",[343],{"title":84,"searchDepth":112,"depth":112,"links":9042},[9043,9044,9045,9046,9047,9048,9049,9050,9051,9052],{"id":28,"depth":102,"text":29},{"id":64,"depth":102,"text":64},{"id":877,"depth":102,"text":877},{"id":8617,"depth":102,"text":8618},{"id":8677,"depth":102,"text":8677},{"id":8709,"depth":102,"text":8709},{"id":8893,"depth":102,"text":8893},{"id":1988,"depth":102,"text":1989},{"id":1010,"depth":102,"text":1010},{"id":1075,"depth":102,"text":1075},"\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。",[9056,9059,9062,9065],{"q":9057,"a":9058},"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":9060,"a":9061},"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":9063,"a":9064},"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":9066,"a":9067},"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。",[1151,2145],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code",[9072,9073],"vscode","cloud",[9075,9080,9083,9087],{"plan":9076,"price":9077,"features":9078,"notes":9079},"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":8596,"price":2152,"features":9081,"notes":9082},"云端 task 存储 + 协作基础 + remote agent 入门","试水云端能力",{"plan":8602,"price":9084,"features":9085,"notes":9086},"$99\u002F月","团队策略 + remote agents + 跨成员共享 modes + 治理","5+ 人小团队",{"plan":8608,"price":9088,"features":9089,"notes":9090},"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",[9094],"onboarding\u002Fcline-getting-started",{"power":268,"ux":242,"price":268,"cn_support":112,"stability":242},{"title":3567,"description":9054},[9098,9100,9102,9104,9106],{"name":9099,"url":9013,"accessed":2182},"DevRadar — Roo Code Review 2026 (BYOK \u002F Agentic Loop)",{"name":9101,"url":9020,"accessed":2182},"RockB — Cline vs Roo Code 2026 (架构 \u002F Stars \u002F 多模式)",{"name":9103,"url":3807,"accessed":2182},"Serenities AI — Roo Code vs Cline 2026",{"name":9105,"url":3814,"accessed":2182},"Qodo Blog — Roo Code vs Cline (企业治理对比)",{"name":9107,"url":9039,"accessed":2182},"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",[9072,1214,1217,1216,9111,3339,9112,9113],"apache2","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","yirz7PHE07nmKmIrqo29p-VzLFOJ_Zwkg4TDwBPpqnk",{"id":9118,"title":9119,"alternatives":9120,"api_compatible":1149,"body":9121,"category":1144,"chinese_friendly":102,"cover":9780,"description":9781,"domestic":1147,"extension":1148,"faq":1149,"free":387,"github":9750,"languages":9782,"meta":9783,"models":1149,"navigation":387,"notSuitable":1149,"opensource":387,"path":9784,"pillar":1166,"platforms":9785,"priceTable":9786,"pricing":9802,"published":8475,"relatedPlaybooks":1149,"relatedReviews":1149,"score":9803,"self_host":1147,"seo":9804,"seoTitle":1149,"slug":9805,"sources":9806,"stem":9818,"suitable":1149,"tagline":9819,"tags":9820,"updated":8475,"verdict":9823,"website":9739,"__hash__":9824},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fwarp.md","Warp",[13,15,14,5235],{"type":23,"value":9122,"toc":9762},[9123,9125,9144,9149,9151,9155,9158,9169,9173,9176,9180,9211,9215,9223,9227,9230,9234,9318,9329,9343,9345,9399,9416,9418,9452,9454,9578,9583,9597,9602,9618,9620,9662,9664,9666,9680,9682,9699,9701,9731,9733,9755,9759],[26,9124,29],{"id":28},[31,9126,9128,9137],{"className":9127},[34,35,36],[38,9129,9130,9132,9133,9136],{},[41,9131,43],{}," 用 Rust 重写的 ",[41,9134,9135],{},"AI-native 终端","，2020 年创立（红杉\u002FGV 投资），mac 开发者中用户量很大。它不是给老终端加 AI 插件，而是从头围绕「块状命令输出 + 现代文本编辑 + 内置 AI」重新设计。2025 年开源（客户端 AGPLv3，62k+ GitHub stars）。",[38,9138,9139,9140,9143],{},"核心能力：自然语言生成命令、本地 + 云端 agent、codebase 索引、跨 zsh\u002Fbash\u002Ffish。代价是 AI 走 ",[41,9141,9142],{},"credit 制","，重度使用月成本高。",[57,9145,9146],{},[38,9147,9148],{},"来源说明：本文基于 warp.dev 官方与定价页、GitHub 仓库、多份独立评测（aitools.inc \u002F theaiagentindex）综合整理。Warp 迭代快、credit 规则随官方调整，请以最新官方信息为准。",[26,9150,1261],{"id":1261},[66,9152,9154],{"id":9153},"块状终端blocks","块状终端（Blocks）",[38,9156,9157],{},"Warp 最标志性的设计：把每条命令的「输入 + 输出」组织成一个可导航的「块」，而不是一长串滚动文本。好处：",[143,9159,9160,9163,9166],{},[146,9161,9162],{},"历史命令一眼区分，点一下就能复制整块输入或输出",[146,9164,9165],{},"块可以分享给同事（连命令带输出）",[146,9167,9168],{},"命令行支持像代码编辑器一样把光标放任意位置编辑、多行编辑、智能选择",[66,9170,9172],{"id":9171},"ai-命令助手","AI 命令助手",[38,9174,9175],{},"直接在终端里用自然语言问，拿到命令建议、解释和复杂工作流帮助。比如输入「重启 docker 并清缓存」生成对应命令。内置 400+ CLI 工具的智能补全。",[66,9177,9179],{"id":9178},"warp-agent-云端-agent","Warp Agent + 云端 agent",[143,9181,9182,9188,9198,9204],{},[146,9183,9184,9187],{},[41,9185,9186],{},"本地 agent","：在终端里 agentic 地完成编码任务",[146,9189,9190,9193,9194,9197],{},[41,9191,9192],{},"云端 agent（Cloud Agents）","：关键差异点——",[41,9195,9196],{},"终端关掉后任务还在云端继续跑","，适合长时间自主工作流",[146,9199,9200,9203],{},[41,9201,9202],{},"codebase 索引","：付费档支持单仓库最多 10 万文件索引",[146,9205,9206,9210],{},[41,9207,9208,7822],{},[323,9209,326],{"href":325},"：所有付费档可用",[66,9212,9214],{"id":9213},"oz多-agent-编排2026-06","Oz：多 agent 编排（2026-06）",[38,9216,9217,9218,7726,9220,9222],{},"2026 年 6 月 Warp 推出 Oz 编排层，能在一个统一工作流里协调 ",[323,9219,755],{"href":754},[323,9221,8252],{"href":760}," 和 Warp Agent——把多个 agent harness 统一调度。",[66,9224,9226],{"id":9225},"warp-drive","Warp Drive",[38,9228,9229],{},"团队共享层：保存常用命令为可复用 workflow（带参数）、共享 Notebook、实时 session 分享做结对编程。",[26,9231,9233],{"id":9232},"价格与运行成本credit-制","价格与运行成本（credit 制）",[577,9235,9236,9250],{},[580,9237,9238],{},[583,9239,9240,9243,9245,9248],{},[586,9241,9242],{},"套餐",[586,9244,877],{},[586,9246,9247],{},"Credits",[586,9249,1414],{},[596,9251,9252,9265,9279,9292,9306],{},[583,9253,9254,9257,9259,9262],{},[601,9255,9256],{},"Free",[601,9258,2152],{},[601,9260,9261],{},"限量 AI + BYO 推理",[601,9263,9264],{},"终端基础功能全免费",[583,9266,9267,9270,9273,9276],{},[601,9268,9269],{},"Build",[601,9271,9272],{},"$20\u002F月（年付 $18）",[601,9274,9275],{},"1500\u002F月",[601,9277,9278],{},"官方推荐，前沿模型全开",[583,9280,9281,9284,9286,9289],{},[601,9282,9283],{},"Max",[601,9285,2670],{},[601,9287,9288],{},"12× Build",[601,9290,9291],{},"重度自主工作流",[583,9293,9294,9297,9300,9303],{},[601,9295,9296],{},"Business",[601,9298,9299],{},"$50\u002Fseat\u002F月",[601,9301,9302],{},"1500\u002F月\u002F人",[601,9304,9305],{},"团队 ZDR + SSO，最多 25 席",[583,9307,9308,9310,9312,9315],{},[601,9309,8608],{},[601,9311,9090],{},[601,9313,9314],{},"定制",[601,9316,9317],{},"BYOLLM + 自托管云 agent",[38,9319,9320,9323,9324,7837],{},[41,9321,9322],{},"credit 消耗要点","（据官方与 ",[323,9325,9328],{"href":9326,"rel":9327},"https:\u002F\u002Ftheaiagentindex.com\u002Fagents\u002Fwarp-ai",[343],"theaiagentindex 评测",[143,9330,9331,9334,9337,9340],{},[146,9332,9333],{},"credit 同时用于云端和本地 agent",[146,9335,9336],{},"用前沿模型（GPT \u002F Claude \u002F Gemini）消耗更快",[146,9338,9339],{},"支持 Reload credits（按量加购，有阶梯折扣）+ auto-reload + 团队消费上限",[146,9341,9342],{},"年付约 9 折",[26,9344,355],{"id":354},[79,9346,9348],{"className":81,"code":9347,"language":83,"meta":84,"style":84},"# macOS\nbrew install --cask warp\n\n# Windows\nwinget install Warp.Warp\n\n# Linux（.deb \u002F .rpm \u002F AppImage \u002F pacman，x64 与 ARM64）\n# 去 https:\u002F\u002Fapp.warp.dev\u002Fget_warp 选对应包\n",[74,9349,9350,9355,9366,9370,9375,9385,9389,9394],{"__ignoreMap":84},[88,9351,9352],{"class":90,"line":91},[88,9353,9354],{"class":108},"# macOS\n",[88,9356,9357,9359,9361,9363],{"class":90,"line":102},[88,9358,2747],{"class":105},[88,9360,424],{"class":98},[88,9362,2752],{"class":94},[88,9364,9365],{"class":98}," warp\n",[88,9367,9368],{"class":90,"line":112},[88,9369,388],{"emptyLinePlaceholder":387},[88,9371,9372],{"class":90,"line":242},[88,9373,9374],{"class":108},"# Windows\n",[88,9376,9377,9380,9382],{"class":90,"line":268},[88,9378,9379],{"class":105},"winget",[88,9381,424],{"class":98},[88,9383,9384],{"class":98}," Warp.Warp\n",[88,9386,9387],{"class":90,"line":295},[88,9388,388],{"emptyLinePlaceholder":387},[88,9390,9391],{"class":90,"line":301},[88,9392,9393],{"class":108},"# Linux（.deb \u002F .rpm \u002F AppImage \u002F pacman，x64 与 ARM64）\n",[88,9395,9396],{"class":90,"line":418},[88,9397,9398],{"class":108},"# 去 https:\u002F\u002Fapp.warp.dev\u002Fget_warp 选对应包\n",[1690,9400,9401,9404,9407,9410,9413],{},[146,9402,9403],{},"安装后用账号登录（国内需代理过验证）",[146,9405,9406],{},"习惯块状输出——每条命令是一个独立块",[146,9408,9409],{},"输入自然语言（如「找出占用 8080 端口的进程并杀掉」）让 AI 生成命令",[146,9411,9412],{},"试 Warp Agent：让它跑一个多步骤任务，看它读输出、自动纠错",[146,9414,9415],{},"团队用户配 Warp Drive 共享 workflow",[26,9417,1688],{"id":1688},[1690,9419,9420,9425,9430,9436],{},[146,9421,9422,9424],{},[41,9423,2870],{},"：AI 推理在境外，agent \u002F 命令生成没代理会卡顿",[146,9426,9427,9429],{},[41,9428,2864],{},"：付费档只收海外卡",[146,9431,9432,9435],{},[41,9433,9434],{},"语言","：界面以英文为主，中文支持弱",[146,9437,9438,9440,9441,9443,9444,9446,9447,9451],{},[41,9439,2876],{},"：国内终端 AI 工作流可考虑 ",[323,9442,755],{"href":754},"（配国内中转）、",[323,9445,767],{"href":766},"（开源、可接国内模型 API）、",[323,9448,9450],{"href":9449},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html","通义灵码"," 命令行能力",[26,9453,738],{"id":738},[577,9455,9456,9476],{},[580,9457,9458],{},[583,9459,9460,9462,9464,9468,9472],{},[586,9461,747],{},[586,9463,9119],{},[586,9465,9466],{},[323,9467,755],{"href":754},[586,9469,9470],{},[323,9471,767],{"href":766},[586,9473,9474],{},[323,9475,8252],{"href":760},[596,9477,9478,9492,9507,9521,9534,9551,9566],{},[583,9479,9480,9482,9484,9487,9490],{},[601,9481,774],{},[601,9483,9135],{},[601,9485,9486],{},"终端内 agent",[601,9488,9489],{},"终端内 pair programmer",[601,9491,9486],{},[583,9493,9494,9497,9500,9503,9505],{},[601,9495,9496],{},"终端 UX 革新",[601,9498,9499],{},"★★★★★ 块状\u002F编辑",[601,9501,9502],{},"★★★☆☆ 普通终端跑",[601,9504,832],{},[601,9506,832],{},[583,9508,9509,9512,9515,9517,9519],{},[601,9510,9511],{},"云端 agent",[601,9513,9514],{},"★★★★★ 有",[601,9516,8157],{},[601,9518,8157],{},[601,9520,832],{},[583,9522,9523,9525,9528,9530,9532],{},[601,9524,789],{},[601,9526,9527],{},"★★★★☆ 客户端 AGPLv3",[601,9529,8157],{},[601,9531,8152],{},[601,9533,825],{},[583,9535,9536,9539,9542,9545,9548],{},[601,9537,9538],{},"模型灵活度",[601,9540,9541],{},"★★★★☆ 多家 + BYOK",[601,9543,9544],{},"★★★☆☆ 主 Claude",[601,9546,9547],{},"★★★★★ 任意 API",[601,9549,9550],{},"★★★☆☆ 主 OpenAI",[583,9552,9553,9556,9559,9561,9564],{},[601,9554,9555],{},"成本可预测性",[601,9557,9558],{},"★★★☆☆ credit 制",[601,9560,825],{},[601,9562,9563],{},"★★★★★ 按 API 付",[601,9565,825],{},[583,9567,9568,9570,9572,9574,9576],{},[601,9569,8164],{},[601,9571,1810],{},[601,9573,832],{},[601,9575,825],{},[601,9577,832],{},[38,9579,9580,923],{},[41,9581,9582],{},"选 Warp 如果你",[143,9584,9585,9588,9591,9594],{},[146,9586,9587],{},"想要根本性更好的终端 UX（块状输出 + 现代编辑）",[146,9589,9590],{},"需要云端 agent 跑关终端也不停的长任务",[146,9592,9593],{},"mac \u002F Linux 用户、能搞定网络和支付",[146,9595,9596],{},"想要一个 GUI 化、可分享、可团队协作的终端",[38,9598,9599,923],{},[41,9600,9601],{},"别选 Warp 如果你",[143,9603,9604,9609,9612,9615],{},[146,9605,9606,9607,960],{},"重度使用且预算敏感（credit 制不如按 API 付划算，去 ",[323,9608,767],{"href":766},[146,9610,9611],{},"Windows 重度用户（打磨不如 mac\u002FLinux）",[146,9613,9614],{},"国内 + 不想折腾代理",[146,9616,9617],{},"只想要纯净轻量终端（用 iTerm2 \u002F Alacritty）",[26,9619,1887],{"id":1887},[143,9621,9622,9628,9638,9644,9650,9656],{},[146,9623,9624,9627],{},[41,9625,9626],{},"credit 制要算账","：Build 的 1500 credits 看着多，跑 agent + 前沿模型消耗快，重度用户得上 Max（$200）或买 Reload credits，成本不低。",[146,9629,9630,9633,9634,9637],{},[41,9631,9632],{},"Windows 打磨落后","：据 ",[323,9635,9328],{"href":9326,"rel":9636},[343],"，Windows 版虽可用，但稳定性和细节不如 mac \u002F Linux。Windows 用户预期别拉太高。",[146,9639,9640,9643],{},[41,9641,9642],{},"开源 ≠ 全开源","：开源的是客户端（AGPLv3）和 UI 框架（MIT），后端服务和 AI 基础设施不开源。要完全自托管得上 Enterprise。",[146,9645,9646,9649],{},[41,9647,9648],{},"AGPLv3 注意合规","：如果你 fork 改 Warp 客户端并对外提供网络服务，AGPLv3 要求公开你的修改源码。企业内部商用前确认许可证义务。",[146,9651,9652,9655],{},[41,9653,9654],{},"数据出网","：默认 AI 走云端。介意代码出网的，Free 档可 BYO 推理，或上 Business\u002FEnterprise 的 Zero Data Retention。",[146,9657,9658,9661],{},[41,9659,9660],{},"国内三道坎","：网络、支付、英文界面，没代理基本玩不转。",[26,9663,1989],{"id":1988},[38,9665,1992],{},[143,9667,9668,9671,9674,9677],{},[146,9669,9670],{},"想要现代化、AI-native 的终端体验",[146,9672,9673],{},"需要云端 agent 跑长时间自主任务",[146,9675,9676],{},"mac \u002F Linux 开发者",[146,9678,9679],{},"团队需要共享命令 \u002F workflow \u002F 结对",[38,9681,2020],{},[143,9683,9684,9690,9693,9696],{},[146,9685,9686,9687,9689],{},"预算敏感的重度 AI 使用者（",[323,9688,767],{"href":766}," 按 API 付更省）",[146,9691,9692],{},"Windows 重度用户",[146,9694,9695],{},"国内首选且不想配代理",[146,9697,9698],{},"偏好极简纯净终端",[26,9700,1010],{"id":1010},[143,9702,9703,9713,9721],{},[146,9704,1015,9705,955,9707,955,9709,955,9711],{},[323,9706,755],{"href":754},[323,9708,767],{"href":766},[323,9710,8252],{"href":760},[323,9712,1025],{"href":1024},[146,9714,1028,9715,955,9717,955,9719],{},[323,9716,1032],{"href":1031},[323,9718,326],{"href":325},[323,9720,8396],{"href":8395},[146,9722,1045,9723,955,9727],{},[323,9724,9726],{"href":9725},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[323,9728,9730],{"href":9729},"\u002Fmodels\u002Fgpt-5-1-codex-max.html","GPT-5.1-Codex-Max",[26,9732,1075],{"id":1075},[143,9734,9735,9746,9752],{},[146,9736,1080,9737,9741,9742],{},[323,9738,9739],{"href":9739,"rel":9740},"https:\u002F\u002Fwarp.dev",[343]," ｜ 定价：",[323,9743,9744],{"href":9744,"rel":9745},"https:\u002F\u002Fwww.warp.dev\u002Fpricing",[343],[146,9747,1094,9748],{},[323,9749,9750],{"href":9750,"rel":9751},"https:\u002F\u002Fgithub.com\u002Fwarpdotdev\u002FWarp",[343],[146,9753,9754],{},"第三方评测：aitools.inc \u002F theaiagentindex.com",[38,9756,1114,9757,1118],{},[323,9758,1117],{"href":1117},[1120,9760,9761],{},"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: 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对比、避坑指南。",[1151],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Fwarp",[1170,1168,1169],[9787,9789,9793,9796,9799],{"plan":9256,"price":2152,"limit":9788,"cn_pay":3873,"note":9264},"限量 AI credits + BYO 推理，云 agent\u002F索引受限",{"plan":9269,"price":9790,"limit":9791,"cn_pay":3304,"note":9792},"$20\u002F月（年付 9 折 $18）","1500 credits\u002F月，前沿 OpenAI\u002FAnthropic\u002FGoogle 模型","官方推荐档",{"plan":9283,"price":2670,"limit":9794,"cn_pay":9795,"note":9291},"12× Build 的 credits","⚠️",{"plan":9296,"price":9299,"limit":9797,"cn_pay":9795,"note":9798},"1500 credits + 团队 ZDR + SAML SSO","团队（最多 25 席）",{"plan":8608,"price":9090,"limit":9800,"cn_pay":3873,"note":9801},"无限席位 + BYOLLM + 自托管云 agent","大企业","Free（100-限量 AI）\u002F Build $20\u002Fmo 1500 credits \u002F Max $200\u002Fmo \u002F Business $50\u002Fseat",{"power":242,"ux":268,"price":112,"cn_support":102,"stability":242},{"title":9119,"description":9781},"coding\u002Fcli\u002Fwarp",[9807,9809,9811,9813,9816],{"title":9808,"url":9739},"Warp 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