[{"data":1,"prerenderedAt":11980},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"tool-tools\u002Fcoding\u002Fcli\u002Fmimo-code":9,"tool-stats-coding\u002Fcli\u002Fmimo-code":1014,"cat-rank-coding-cli":1016,"tool-related-coding\u002Fcli\u002Fmimo-code":9677,"tool-alts-coding\u002Fcli\u002Fmimo-code":9678,"tool-reviews-coding\u002Fcli\u002Fmimo-code":11979},{"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":19,"category":942,"chinese_friendly":312,"cover":943,"description":944,"domestic":945,"extension":946,"faq":947,"free":945,"github":257,"languages":948,"meta":951,"models":952,"navigation":302,"notSuitable":954,"opensource":302,"path":959,"pillar":960,"platforms":961,"priceTable":965,"pricing":980,"published":981,"relatedPlaybooks":947,"relatedReviews":947,"score":982,"self_host":302,"seo":983,"seoTitle":984,"slug":985,"sources":986,"stem":997,"suitable":998,"tagline":1004,"tags":1005,"updated":981,"verdict":1012,"website":257,"__hash__":1013},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fmimo-code.md","MiMo Code",[13,14,15],"coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fopencode","coding\u002Fcli\u002Fkimi-code",[17,18],"openai","mimo",{"type":20,"value":21,"toc":920},"minimark",[22,27,57,63,66,71,74,90,97,100,104,115,141,148,152,158,170,214,217,221,228,245,248,252,261,264,267,271,386,389,392,395,398,401,404,407,414,476,479,486,488,520,523,555,558,732,737,751,756,770,774,780,786,792,798,804,810,813,871,874,909,916],[23,24,26],"h2",{"id":25},"tldr","TL;DR",[28,29,34,46],"div",{"className":30},[31,32,33],"card","p-5","my-4",[35,36,37,41,42,45],"p",{},[38,39,40],"strong",{},"一句话："," 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 ",[38,43,44],{},"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。",[35,47,48,49,52,53,56],{},"最大价值是 ",[38,50,51],{},"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 ",[38,54,55],{},"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。",[58,59,60],"blockquote",{},[35,61,62],{},"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。",[23,64,65],{"id":65},"核心能力",[67,68,70],"h3",{"id":69},"swe-bench-双超-claude-code-的硬实力","SWE-Bench 双超 Claude Code 的硬实力",[35,72,73],{},"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：",[75,76,77,84],"ul",{},[78,79,80,83],"li",{},[38,81,82],{},"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",[78,85,86,89],{},[38,87,88],{},"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",[35,91,92,93,96],{},"这两个基准测的都是 ",[38,94,95],{},"长程任务","——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。",[35,98,99],{},"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。",[67,101,103],{"id":102},"基于-opencode-架构终端原生","基于 OpenCode 架构，终端原生",[35,105,106,107,114],{},"MiMo Code 没有从零造轮子，而是 ",[108,109,113],"a",{"href":110,"rel":111},"https:\u002F\u002Fgithub.com\u002Fsst\u002Fopencode",[112],"nofollow","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：",[75,116,117,123,129,135],{},[78,118,119,122],{},[38,120,121],{},"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）",[78,124,125,128],{},[38,126,127],{},"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",[78,130,131,134],{},[38,132,133],{},"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",[78,136,137,140],{},[38,138,139],{},"中文优化","——针对中文代码库、中文需求做了专项调优",[35,142,143,144,147],{},"继承 OpenCode 架构的好处是 ",[38,145,146],{},"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。",[67,149,151],{"id":150},"长程编程-记忆系统","长程编程 + 记忆系统",[35,153,154,155,157],{},"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 ",[38,156,127],{},"：",[35,159,160,161,165,166,169],{},"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 ",[162,163,164],"code",{},"\u002Finit"," 重新生成 ",[162,167,168],{},"CLAUDE.md","。",[171,172,177],"pre",{"className":173,"code":174,"language":175,"meta":176,"style":176},"language-bash shiki shiki-themes github-light github-dark","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","bash","",[162,178,179,192,203],{"__ignoreMap":176},[180,181,184,188],"span",{"class":182,"line":183},"line",1,[180,185,187],{"class":186},"sj4cs","cd",[180,189,191],{"class":190},"sZZnC"," your-project\n",[180,193,195,199],{"class":182,"line":194},2,[180,196,198],{"class":197},"sScJk","mimo-code",[180,200,202],{"class":201},"sJ8bj","                      # 启动，自动加载项目记忆\n",[180,204,206,210],{"class":182,"line":205},3,[180,207,209],{"class":208},"szBVR",">",[180,211,213],{"class":212},"sVt8B"," 继续上次的鉴权模块重构，跑通剩余测试\n",[35,215,216],{},"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。",[67,218,220],{"id":219},"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",[35,222,223,224,227],{},"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 ",[38,225,226],{},"不依赖外部 API","，开箱即用、完全免费：",[171,229,231],{"className":173,"code":230,"language":175,"meta":176,"style":176},"> 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",[162,232,233,240],{"__ignoreMap":176},[180,234,235,237],{"class":182,"line":183},[180,236,209],{"class":208},[180,238,239],{"class":212}," 这张设计稿还原成响应式页面，注意移动端适配\n",[180,241,242],{"class":182,"line":194},[180,243,244],{"class":212},"[附图：design.png]\n",[35,246,247],{},"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。",[67,249,251],{"id":250},"mit-协议彻底开源","MIT 协议，彻底开源",[35,253,254,255,260],{},"MiMo Code 是 ",[108,256,259],{"href":257,"rel":258},"https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code",[112],"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。",[35,262,263],{},"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。",[23,265,266],{"id":266},"使用体验",[67,268,270],{"id":269},"上手-5-分钟","上手 5 分钟",[171,272,274],{"className":173,"code":273,"language":175,"meta":176,"style":176},"# 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",[162,275,276,281,298,304,310,325,330,336,342,350,355,361,368,378],{"__ignoreMap":176},[180,277,278],{"class":182,"line":183},[180,279,280],{"class":201},"# 一行命令安装\n",[180,282,283,286,289,292,295],{"class":182,"line":194},[180,284,285],{"class":197},"curl",[180,287,288],{"class":186}," -fsSL",[180,290,291],{"class":190}," https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code\u002Finstall.sh",[180,293,294],{"class":208}," |",[180,296,297],{"class":197}," bash\n",[180,299,300],{"class":182,"line":205},[180,301,303],{"emptyLinePlaceholder":302},true,"\n",[180,305,307],{"class":182,"line":306},4,[180,308,309],{"class":201},"# 或 npm\n",[180,311,313,316,319,322],{"class":182,"line":312},5,[180,314,315],{"class":197},"npm",[180,317,318],{"class":190}," install",[180,320,321],{"class":186}," -g",[180,323,324],{"class":190}," mimo-code\n",[180,326,328],{"class":182,"line":327},6,[180,329,303],{"emptyLinePlaceholder":302},[180,331,333],{"class":182,"line":332},7,[180,334,335],{"class":201},"# 内置模型开箱即用，无需 API key\n",[180,337,339],{"class":182,"line":338},8,[180,340,341],{"class":201},"# （也可接自托管 MiMo 或其他 OpenAI 兼容模型）\n",[180,343,345,347],{"class":182,"line":344},9,[180,346,198],{"class":197},[180,348,349],{"class":201},"                       # 启动\n",[180,351,353],{"class":182,"line":352},10,[180,354,303],{"emptyLinePlaceholder":302},[180,356,358],{"class":182,"line":357},11,[180,359,360],{"class":201},"# 进项目\n",[180,362,364,366],{"class":182,"line":363},12,[180,365,187],{"class":186},[180,367,191],{"class":190},[180,369,370,372,375],{"class":182,"line":8},[180,371,198],{"class":197},[180,373,374],{"class":190}," \u002Finit",[180,376,377],{"class":201},"                 # 初始化项目记忆\n",[180,379,381,383],{"class":182,"line":380},14,[180,382,198],{"class":197},[180,384,385],{"class":201},"                       # 交互模式\n",[67,387,388],{"id":388},"日常体感",[35,390,391],{},"作为 V0.1.0 产品，MiMo Code 的体感是\"潜力大、毛刺多\"。",[35,393,394],{},"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。",[35,396,397],{},"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。",[67,399,400],{"id":400},"配置与扩展",[35,402,403],{},"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。",[23,405,406],{"id":406},"价格与运行成本",[35,408,409,410,413],{},"MiMo Code ",[38,411,412],{},"完全免费","——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）：",[415,416,417,433],"table",{},[418,419,420],"thead",{},[421,422,423,427,430],"tr",{},[424,425,426],"th",{},"路径",[424,428,429],{},"价格",[424,431,432],{},"适用场景",[434,435,436,450,463],"tbody",{},[421,437,438,444,447],{},[439,440,441],"td",{},[38,442,443],{},"内置 MiMo 模型",[439,445,446],{},"免费",[439,448,449],{},"开箱即用，个人开发者首选",[421,451,452,457,460],{},[439,453,454],{},[38,455,456],{},"自托管 MiMo",[439,458,459],{},"免费（需硬件）",[439,461,462],{},"企业 \u002F 隐私场景，需 GPU",[421,464,465,470,473],{},[439,466,467],{},[38,468,469],{},"接其他模型（BYOK）",[439,471,472],{},"按 API 计费",[439,474,475],{},"想用 Claude\u002FGPT 时，自行承担 token 费",[35,477,478],{},"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。",[35,480,481,482,485],{},"但免费的代价是 ",[38,483,484],{},"稳定性","：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。",[23,487,432],{"id":432},[75,489,490,496,502,508,514],{},[78,491,492,495],{},[38,493,494],{},"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",[78,497,498,501],{},[38,499,500],{},"基准成绩敏感的研究者","：做 Agent 评测、对比实验，MiMo 是重要样本",[78,503,504,507],{},[38,505,506],{},"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",[78,509,510,513],{},[38,511,512],{},"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",[78,515,516,519],{},[38,517,518],{},"国内免费 + 中文友好","：不花钱、不要海外账号、中文体验好",[23,521,522],{"id":522},"不适用场景",[75,524,525,531,537,543,549],{},[78,526,527,530],{},[38,528,529],{},"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",[78,532,533,536],{},[38,534,535],{},"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",[78,538,539,542],{},[38,540,541],{},"IDE 内 inline 补全","：CLI Agent 不是补全器",[78,544,545,548],{},[38,546,547],{},"不熟悉终端的新手","：TUI + 配置门槛对纯新手不友好",[78,550,551,554],{},[38,552,553],{},"要企业级 SLA","：开源 V0.1 无任何承诺",[23,556,557],{"id":557},"与同类怎么选",[415,559,560,587],{},[418,561,562],{},[421,563,564,567,569,575,581],{},[424,565,566],{},"维度",[424,568,11],{},[424,570,571],{},[108,572,574],{"href":573},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[424,576,577],{},[108,578,580],{"href":579},"\u002Fcoding\u002Fcli\u002Fopencode.html","OpenCode",[424,582,583],{},[108,584,586],{"href":585},"\u002Fcoding\u002Fcli\u002Fkimi-code.html","Kimi Code",[434,588,589,604,621,638,654,670,685,700,717],{},[421,590,591,594,597,600,602],{},[439,592,593],{},"形态",[439,595,596],{},"CLI（TUI）",[439,598,599],{},"CLI",[439,601,596],{},[439,603,599],{},[421,605,606,609,612,615,618],{},[439,607,608],{},"协议",[439,610,611],{},"MIT（最宽松）",[439,613,614],{},"闭源",[439,616,617],{},"MIT",[439,619,620],{},"开源（商用需留意）",[421,622,623,626,629,632,635],{},[439,624,625],{},"模型",[439,627,628],{},"MiMo（内置免费）",[439,630,631],{},"Claude（闭源）",[439,633,634],{},"75+ 任选",[439,636,637],{},"K2.7 Code（开源）",[421,639,640,643,646,649,652],{},[439,641,642],{},"SWE-Bench",[439,644,645],{},"★★★★★ 62%",[439,647,648],{},"★★★★☆",[439,650,651],{},"看模型",[439,653,648],{},[421,655,656,659,662,665,667],{},[439,657,658],{},"多模态",[439,660,661],{},"✅ 内置免费",[439,663,664],{},"✅（计费）",[439,666,651],{},[439,668,669],{},"✅",[421,671,672,674,677,680,683],{},[439,673,127],{},[439,675,676],{},"✅ 跨会话",[439,678,679],{},"✅（CLAUDE.md）",[439,681,682],{},"⚠️ 基础",[439,684,682],{},[421,686,687,690,693,696,698],{},[439,688,689],{},"成熟度",[439,691,692],{},"★★☆☆☆ V0.1",[439,694,695],{},"★★★★★",[439,697,648],{},[439,699,648],{},[421,701,702,705,708,711,714],{},[439,703,704],{},"国内门槛",[439,706,707],{},"★★★★★ 极低",[439,709,710],{},"★☆☆☆☆ 高",[439,712,713],{},"★★★★☆ 低",[439,715,716],{},"★★★★★ 低",[421,718,719,721,723,726,729],{},[439,720,429],{},[439,722,446],{},[439,724,725],{},"$20-$200\u002F月",[439,727,728],{},"免费（BYOK）",[439,730,731],{},"极低",[35,733,734,157],{},[38,735,736],{},"选 MiMo Code 如果你",[75,738,739,742,745,748],{},[78,740,741],{},"想尝鲜基准超 Claude Code 的国产黑马",[78,743,744],{},"要 MIT 协议做二次开发 \u002F 商用",[78,746,747],{},"需要内置免费多模态",[78,749,750],{},"一分钱不想花，又要中文友好",[35,752,753,157],{},[38,754,755],{},"别选 MiMo Code 如果你",[75,757,758,761,764,767],{},[78,759,760],{},"生产环境要稳（V0.1.0 太早期）",[78,762,763],{},"要成熟插件和 MCP 生态（去 Claude Code）",[78,765,766],{},"要 IDE inline 补全（去 Cursor \u002F Copilot）",[78,768,769],{},"企业要 SLA 承诺",[23,771,773],{"id":772},"faq","FAQ",[35,775,776,779],{},[38,777,778],{},"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。",[35,781,782,785],{},[38,783,784],{},"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。",[35,787,788,791],{},[38,789,790],{},"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。",[35,793,794,797],{},[38,795,796],{},"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。",[35,799,800,803],{},[38,801,802],{},"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。",[35,805,806,809],{},[38,807,808],{},"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。",[23,811,812],{"id":812},"相关阅读",[75,814,815,829,846,860],{},[78,816,817,818,820,821,820,823,820,825],{},"同类对比：",[108,819,574],{"href":573}," \u002F ",[108,822,580],{"href":579},[108,824,586],{"href":585},[108,826,828],{"href":827},"\u002Fcoding\u002Fcli\u002Fqwen-code.html","Qwen Code",[78,830,831,832,820,836,820,839,820,843],{},"概念：",[108,833,835],{"href":834},"\u002Fwiki\u002Fai-agent.html","AI Agent",[108,837,642],{"href":838},"\u002Fwiki\u002Fswe-bench.html",[108,840,842],{"href":841},"\u002Fwiki\u002Fmcp.html","MCP",[108,844,127],{"href":845},"\u002Fwiki\u002Fagent-memory.html",[78,847,848,849,820,852,820,856],{},"模型：",[108,850,11],{"href":851},"\u002Fmodels\u002Fmimo-code.html",[108,853,855],{"href":854},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[108,857,859],{"href":858},"\u002Fmodels\u002Fkimi-k2.7-code.html","Kimi K2.7 Code",[78,861,862,863,820,867],{},"进阶：",[108,864,866],{"href":865},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[108,868,870],{"href":869},"\u002Fwiki\u002Fcn-coding-models.html","国产大模型编程",[23,872,873],{"id":873},"来源",[75,875,876,882,889,896,902],{},[78,877,878,879],{},"开源仓库：",[108,880,257],{"href":257,"rel":881},[112],[78,883,884,885],{},"技术报告：",[108,886,887],{"href":887,"rel":888},"https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code\u002Fblob\u002Fmain\u002FREADME.md",[112],[78,890,891,892],{},"MiMo 系列模型：",[108,893,894],{"href":894,"rel":895},"https:\u002F\u002Fgithub.com\u002FXiaomiMiMo",[112],[78,897,898,899],{},"OpenCode 架构基础：",[108,900,110],{"href":110,"rel":901},[112],[78,903,904,905],{},"SWE-Bench 排行榜：",[108,906,907],{"href":907,"rel":908},"https:\u002F\u002Fwww.swebench.com",[112],[35,910,911,912,915],{},"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 ",[108,913,914],{"href":914},"\u002Fsubmit"," 反馈。",[917,918,919],"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: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":176,"searchDepth":205,"depth":205,"links":921},[922,923,930,935,936,937,938,939,940,941],{"id":25,"depth":194,"text":26},{"id":65,"depth":194,"text":65,"children":924},[925,926,927,928,929],{"id":69,"depth":205,"text":70},{"id":102,"depth":205,"text":103},{"id":150,"depth":205,"text":151},{"id":219,"depth":205,"text":220},{"id":250,"depth":205,"text":251},{"id":266,"depth":194,"text":266,"children":931},[932,933,934],{"id":269,"depth":205,"text":270},{"id":388,"depth":205,"text":388},{"id":400,"depth":205,"text":400},{"id":406,"depth":194,"text":406},{"id":432,"depth":194,"text":432},{"id":522,"depth":194,"text":522},{"id":557,"depth":194,"text":557},{"id":772,"depth":194,"text":773},{"id":812,"depth":194,"text":812},{"id":873,"depth":194,"text":873},"cli","\u002Fimg\u002Ftools\u002Fmimo-code.webp","MiMo Code 2026 真实评测：小米 2026\u002F6\u002F11 发布的开源终端 AI 编程 Agent，MIT 协议、基于 OpenCode 架构、SWE-Bench Pro 62% 与 Terminal Bench 2 73% 双超 Claude Code。本文整理长程编程能力、内置多模态模型、记忆系统、安装使用、价格、与 Claude Code \u002F Kimi Code 的区别。",false,"md",null,[949,950],"zh","en",{},[953],"mimo-code-v0.1",[955,956,957,958],"生产环境追求稳定（仅 V0.1.0，仍在快速迭代）","需要成熟插件生态（生态刚起步）","IDE 内 inline 补全场景","不熟悉终端操作的新手","\u002Ftools\u002Fcoding\u002Fcli\u002Fmimo-code","coding",[962,963,964],"macos","linux","windows",[966,971,976],{"plan":967,"price":446,"limit":968,"cn_pay":969,"note":970},"开源版（MIT）","仅承担 API token 成本","✅ 国产模型可用支付宝","可自托管",{"plan":972,"price":446,"limit":973,"cn_pay":974,"note":975},"内置多模态模型","MiMo 自研模型内置","✅ 无需支付","开箱即用",{"plan":977,"price":446,"limit":978,"cn_pay":974,"note":979},"自托管","MIT 协议，权重可下载","需硬件","免费（MIT 协议开源）","2026-07-04",{"power":306,"ux":205,"price":312,"cn_support":312,"stability":205},{"title":11,"description":944},"MiMo Code 评测 2026：小米开源终端 AI Agent，SWE-Bench Pro 62% 双超 Claude Code","coding\u002Fcli\u002Fmimo-code",[987,989,991,993,995],{"title":988,"url":257},"MiMo-Code 开源仓库",{"title":990,"url":887},"MiMo Code 技术报告",{"title":992,"url":894},"小米 MiMo 系列模型",{"title":994,"url":110},"OpenCode 架构（MiMo 基于此）",{"title":996,"url":907},"SWE-Bench Pro 排行榜","tools\u002Fcoding\u002Fcli\u002Fmimo-code",[999,1000,1001,1002,1003],"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",[942,1006,1007,1008,1009,1010,1011],"agent","terminal","xiaomi","opensource","mit","chinese","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 V0.1.0，生态和稳定性有待验证。","83HxX4EjIQhikVDVkzexTsz54S32OyD4DnvjpBn7cL0",{"ok":302,"slug":985,"viewCount":1015,"clickCount":1015,"avgRating":1015,"ratingCount":1015},0,[1017,2014,3193,3764,4474,5109,5898,6548,7555,8349,8969],{"id":1018,"title":1019,"alternatives":1020,"api_compatible":947,"body":1023,"category":942,"chinese_friendly":205,"cover":1971,"description":1972,"domestic":945,"extension":946,"faq":947,"free":945,"github":1455,"languages":1973,"meta":1974,"models":947,"navigation":302,"notSuitable":947,"opensource":302,"path":1975,"pillar":960,"platforms":1976,"priceTable":1977,"pricing":1988,"published":1989,"relatedPlaybooks":947,"relatedReviews":947,"score":1990,"self_host":302,"seo":1991,"seoTitle":947,"slug":1992,"sources":1993,"stem":2006,"suitable":947,"tagline":2007,"tags":2008,"updated":2011,"verdict":2012,"website":1905,"__hash__":2013},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Faider.md","Aider",[13,1021,1022],"coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Fcline",{"type":20,"value":1024,"toc":1954},[1025,1027,1049,1054,1057,1061,1064,1101,1105,1113,1133,1136,1179,1184,1187,1195,1271,1274,1278,1281,1283,1443,1445,1491,1503,1506,1545,1547,1681,1686,1708,1711,1809,1813,1816,1842,1845,1859,1861,1896,1898,1946,1951],[23,1026,26],{"id":25},[28,1028,1030,1039],{"className":1029},[31,32,33],[35,1031,1032,1034,1035,1038],{},[38,1033,40],{}," 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 ",[162,1036,1037],{},"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。",[35,1040,1041,1042,1045,1046,1048],{},"代价是",[38,1043,1044],{},"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 ",[108,1047,574],{"href":573}," 用户都觉得\"为啥不直接 aider\"。",[58,1050,1051],{},[35,1052,1053],{},"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。",[23,1055,1056],{"id":1056},"核心特性",[67,1058,1060],{"id":1059},"git-原生每次改动-一次-commit","Git 原生：每次改动 = 一次 commit",[35,1062,1063],{},"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：",[75,1065,1066,1077,1087,1098],{},[78,1067,1068,1069,1072,1073,1076],{},"每次对话改完代码，自动 ",[162,1070,1071],{},"git add"," + ",[162,1074,1075],{},"git commit","，commit message 由 weak-model 生成",[78,1078,1079,1080,1083,1084],{},"想撤回上一步：",[162,1081,1082],{},"\u002Fundo"," 或者直接 ",[162,1085,1086],{},"git reset",[78,1088,1089,1090,1093,1094,1097],{},"改坏了想从分叉点重来：",[162,1091,1092],{},"git checkout \u003Chash>"," 后继续 ",[162,1095,1096],{},"aider","，对话上下文还在",[78,1099,1100],{},"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",[67,1102,1104],{"id":1103},"architect-模式两个模型分工","Architect 模式：两个模型分工",[35,1106,1107,1108,157],{},"Architect 模式把\"想方案\"和\"写代码\"拆给两个模型——根据 ",[108,1109,1112],{"href":1110,"rel":1111},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fusage\u002Fmodes.html",[112],"官方 modes 文档",[75,1114,1115,1121,1127],{},[78,1116,1117,1120],{},[162,1118,1119],{},"--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",[78,1122,1123,1126],{},[162,1124,1125],{},"--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",[78,1128,1129,1132],{},[162,1130,1131],{},"--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",[35,1134,1135],{},"启动示例：",[171,1137,1139],{"className":173,"code":1138,"language":175,"meta":176,"style":176},"aider --architect \\\n  --model deepseek\u002Fdeepseek-reasoner \\\n  --editor-model claude-3-5-sonnet-20241022 \\\n  --weak-model gpt-4o-mini\n",[162,1140,1141,1151,1161,1171],{"__ignoreMap":176},[180,1142,1143,1145,1148],{"class":182,"line":183},[180,1144,1096],{"class":197},[180,1146,1147],{"class":186}," --architect",[180,1149,1150],{"class":186}," \\\n",[180,1152,1153,1156,1159],{"class":182,"line":194},[180,1154,1155],{"class":186},"  --model",[180,1157,1158],{"class":190}," deepseek\u002Fdeepseek-reasoner",[180,1160,1150],{"class":186},[180,1162,1163,1166,1169],{"class":182,"line":205},[180,1164,1165],{"class":186},"  --editor-model",[180,1167,1168],{"class":190}," claude-3-5-sonnet-20241022",[180,1170,1150],{"class":186},[180,1172,1173,1176],{"class":182,"line":306},[180,1174,1175],{"class":186},"  --weak-model",[180,1177,1178],{"class":190}," gpt-4o-mini\n",[58,1180,1181],{},[35,1182,1183],{},"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。",[67,1185,1186],{"id":1186},"几乎能接所有模型",[35,1188,1189,1194],{},[108,1190,1193],{"href":1191,"rel":1192},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fllms.html",[112],"Aider 官方推荐"," 的\"最佳模型清单\"：",[415,1196,1197,1210],{},[418,1198,1199],{},[421,1200,1201,1204,1207],{},[424,1202,1203],{},"厂商",[424,1205,1206],{},"推荐模型",[424,1208,1209],{},"备注",[434,1211,1212,1223,1234,1245,1260],{},[421,1213,1214,1217,1220],{},[439,1215,1216],{},"Anthropic",[439,1218,1219],{},"Claude Sonnet 4 \u002F 3.7 Sonnet",[439,1221,1222],{},"编辑能力最稳",[421,1224,1225,1228,1231],{},[439,1226,1227],{},"Google",[439,1229,1230],{},"Gemini 2.5 Pro",[439,1232,1233],{},"超长上下文",[421,1235,1236,1239,1242],{},[439,1237,1238],{},"DeepSeek",[439,1240,1241],{},"R1 + V3",[439,1243,1244],{},"性价比之王",[421,1246,1247,1250,1257],{},[439,1248,1249],{},"OpenAI",[439,1251,1252,1253],{},"o3 \u002F o4-mini \u002F GPT-4.1 \u002F ",[108,1254,1256],{"href":1255},"\u002Fmodels\u002Fgpt-5.html","GPT-5",[439,1258,1259],{},"reasoning 路径",[421,1261,1262,1265,1268],{},[439,1263,1264],{},"本地",[439,1266,1267],{},"Ollama \u002F LM Studio 兼容 OpenAI API",[439,1269,1270],{},"完全离线",[35,1272,1273],{},"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。",[67,1275,1277],{"id":1276},"repo-map上下文召回的核心机制","Repo map：上下文召回的核心机制",[35,1279,1280],{},"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。",[23,1282,270],{"id":269},[171,1284,1286],{"className":173,"code":1285,"language":175,"meta":176,"style":176},"# 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",[162,1287,1288,1293,1318,1322,1327,1333,1337,1342,1356,1368,1379,1383,1388,1393,1397,1403,1414,1424,1429,1435],{"__ignoreMap":176},[180,1289,1290],{"class":182,"line":183},[180,1291,1292],{"class":201},"# 1. 安装（要 Python 3.9+）\n",[180,1294,1295,1298,1301,1304,1306,1309,1312,1315],{"class":182,"line":194},[180,1296,1297],{"class":197},"python",[180,1299,1300],{"class":186}," -m",[180,1302,1303],{"class":190}," pip",[180,1305,318],{"class":190},[180,1307,1308],{"class":186}," -U",[180,1310,1311],{"class":186}," --upgrade-strategy",[180,1313,1314],{"class":190}," only-if-needed",[180,1316,1317],{"class":190}," aider-chat\n",[180,1319,1320],{"class":182,"line":205},[180,1321,303],{"emptyLinePlaceholder":302},[180,1323,1324],{"class":182,"line":306},[180,1325,1326],{"class":201},"# 2. 进入 git 仓库\n",[180,1328,1329,1331],{"class":182,"line":312},[180,1330,187],{"class":186},[180,1332,191],{"class":190},[180,1334,1335],{"class":182,"line":327},[180,1336,303],{"emptyLinePlaceholder":302},[180,1338,1339],{"class":182,"line":332},[180,1340,1341],{"class":201},"# 3. 设置 API key（任选其一）\n",[180,1343,1344,1347,1350,1353],{"class":182,"line":338},[180,1345,1346],{"class":208},"export",[180,1348,1349],{"class":212}," ANTHROPIC_API_KEY",[180,1351,1352],{"class":208},"=",[180,1354,1355],{"class":212},"sk-ant-...\n",[180,1357,1358,1360,1363,1365],{"class":182,"line":344},[180,1359,1346],{"class":208},[180,1361,1362],{"class":212}," DEEPSEEK_API_KEY",[180,1364,1352],{"class":208},[180,1366,1367],{"class":212},"sk-...\n",[180,1369,1370,1372,1375,1377],{"class":182,"line":352},[180,1371,1346],{"class":208},[180,1373,1374],{"class":212}," OPENAI_API_KEY",[180,1376,1352],{"class":208},[180,1378,1367],{"class":212},[180,1380,1381],{"class":182,"line":357},[180,1382,303],{"emptyLinePlaceholder":302},[180,1384,1385],{"class":182,"line":363},[180,1386,1387],{"class":201},"# 4. 启动（默认会用环境变量里第一个能识别的 key）\n",[180,1389,1390],{"class":182,"line":8},[180,1391,1392],{"class":197},"aider\n",[180,1394,1395],{"class":182,"line":380},[180,1396,303],{"emptyLinePlaceholder":302},[180,1398,1400],{"class":182,"line":1399},15,[180,1401,1402],{"class":201},"# 或指定模型\n",[180,1404,1406,1408,1411],{"class":182,"line":1405},16,[180,1407,1096],{"class":197},[180,1409,1410],{"class":186}," --model",[180,1412,1413],{"class":190}," deepseek\u002Fdeepseek-chat\n",[180,1415,1417,1419,1421],{"class":182,"line":1416},17,[180,1418,1096],{"class":197},[180,1420,1410],{"class":186},[180,1422,1423],{"class":190}," claude-3-5-sonnet-20241022\n",[180,1425,1427],{"class":182,"line":1426},18,[180,1428,303],{"emptyLinePlaceholder":302},[180,1430,1432],{"class":182,"line":1431},19,[180,1433,1434],{"class":201},"# 5. 在 aider 里直接用自然语言下指令\n",[180,1436,1438,1440],{"class":182,"line":1437},20,[180,1439,209],{"class":208},[180,1441,1442],{"class":212}," 把 server\u002Fapi\u002Fuser.ts 里的 getUserById 改成支持批量查询\n",[23,1444,406],{"id":406},[75,1446,1447,1459,1474],{},[78,1448,1449,1452,1453,1458],{},[38,1450,1451],{},"Aider 本体","：开源免费（",[108,1454,1457],{"href":1455,"rel":1456},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider",[112],"Apache 2.0 协议","，根据官方 GitHub 仓库 LICENSE）",[78,1460,1461,1464,1465,820,1469,1473],{},[38,1462,1463],{},"真正的成本是模型 API key","：100% 自带——这是 Aider 与 ",[108,1466,1468],{"href":1467},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[108,1470,1472],{"href":1471},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf"," 最大的商业模式差异",[78,1475,1476,1477],{},"单次会话典型消耗：\n",[75,1478,1479,1482,1485],{},[78,1480,1481],{},"用 Sonnet 4 改 1 个中型 PR（10-15 文件）：约 $0.5-2 美元",[78,1483,1484],{},"用 DeepSeek-V3 同等任务：约 $0.05-0.2 美元",[78,1486,1487,1488,1490],{},"用 ",[108,1489,1256],{"href":1255}," reasoning：根据推理深度，可能到 $3-8",[35,1492,1493,1494,1072,1498,1502],{},"走 ",[108,1495,1497],{"href":1496},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[108,1499,1501],{"href":1110,"rel":1500},[112],"Architect 模式"," 是当前性价比最高的组合，国内付款也直接。",[23,1504,1505],{"id":1505},"国内使用注意事项",[1507,1508,1509,1518,1524,1539],"ol",{},[78,1510,1511,1514,1515],{},[38,1512,1513],{},"直连 OpenAI \u002F Anthropic 需要代理","——Aider 没有内置代理设置，靠环境变量 ",[162,1516,1517],{},"HTTPS_PROXY",[78,1519,1520,1523],{},[38,1521,1522],{},"DeepSeek \u002F Qwen \u002F GLM 直连无障碍","——国内付款，国内带宽，体验最好",[78,1525,1526,1529,1530,1533,1534,1538],{},[38,1527,1528],{},"支持自定义 base_url","：通过 ",[162,1531,1532],{},"OPENAI_API_BASE"," 环境变量接 ",[108,1535,1537],{"href":1536},"\u002Fcoding\u002Fapi\u002Fone-api.html","国内中转 \u002F 硅基流动 \u002F OneAPI"," 都行",[78,1540,1541,1544],{},[38,1542,1543],{},"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",[23,1546,557],{"id":557},[415,1548,1549,1573],{},[418,1550,1551],{},[421,1552,1553,1555,1557,1561,1567],{},[424,1554,566],{},[424,1556,1019],{},[424,1558,1559],{},[108,1560,574],{"href":573},[424,1562,1563],{},[108,1564,1566],{"href":1565},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[424,1568,1569],{},[108,1570,1572],{"href":1571},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline",[434,1574,1575,1589,1605,1621,1636,1650,1664],{},[421,1576,1577,1580,1582,1585,1587],{},[439,1578,1579],{},"开源",[439,1581,669],{},[439,1583,1584],{},"❌",[439,1586,1584],{},[439,1588,669],{},[421,1590,1591,1594,1597,1600,1603],{},[439,1592,1593],{},"模型选择",[439,1595,1596],{},"任意",[439,1598,1599],{},"仅 Anthropic",[439,1601,1602],{},"仅 OpenAI",[439,1604,1596],{},[421,1606,1607,1610,1613,1616,1619],{},[439,1608,1609],{},"自带 API key",[439,1611,1612],{},"✅ 必须",[439,1614,1615],{},"可选（订阅替代）",[439,1617,1618],{},"可选",[439,1620,1612],{},[421,1622,1623,1626,1628,1631,1634],{},[439,1624,1625],{},"Git 集成",[439,1627,695],{},[439,1629,1630],{},"★★★☆☆",[439,1632,1633],{},"★★☆☆☆",[439,1635,1630],{},[421,1637,1638,1641,1644,1646,1648],{},[439,1639,1640],{},"学习曲线",[439,1642,1643],{},"★★★★☆ 陡",[439,1645,1633],{},[439,1647,1633],{},[439,1649,1630],{},[421,1651,1652,1655,1658,1660,1662],{},[439,1653,1654],{},"Architect 双模型",[439,1656,1657],{},"✅ 原生",[439,1659,1584],{},[439,1661,1584],{},[439,1663,1584],{},[421,1665,1666,1669,1672,1675,1678],{},[439,1667,1668],{},"VS Code 集成",[439,1670,1671],{},"通过第三方插件",[439,1673,1674],{},"通过 Cursor 等",[439,1676,1677],{},"仅 CLI",[439,1679,1680],{},"★★★★★ 原生",[35,1682,1683,157],{},[38,1684,1685],{},"怎么选",[75,1687,1688,1691,1696,1701],{},[78,1689,1690],{},"不想被锁在某家厂商，要随时切换 DeepSeek \u002F Claude \u002F GPT → Aider",[78,1692,1693,1694],{},"已经买 Claude Pro \u002F Max 订阅 → ",[108,1695,574],{"href":573},[78,1697,1698,1699],{},"已经买 ChatGPT Plus \u002F Pro → ",[108,1700,1566],{"href":1565},[78,1702,1703,1704,820,1706],{},"习惯 VS Code 不想离开 GUI → ",[108,1705,1572],{"href":1571},[108,1707,1468],{"href":1467},[23,1709,1710],{"id":1710},"避坑清单",[75,1712,1713,1726,1743,1762,1771,1787,1795],{},[78,1714,1715,1718,1719,1722,1723,1725],{},[38,1716,1717],{},"没在 git 仓库里跑会被警告","：Aider 强烈建议你 ",[162,1720,1721],{},"git init"," 后再用，否则 ",[162,1724,1082],{}," 不能用，自动 commit 也无意义。",[78,1727,1728,1734,1735,1738,1739,1742],{},[38,1729,1730,1733],{},[162,1731,1732],{},"\u002Fadd"," 之前的文件不会被 Aider 看见","：和 Cursor ",[162,1736,1737],{},"@codebase"," 不同，Aider 默认只看 repo map，需要修改的文件要 ",[162,1740,1741],{},"\u002Fadd path\u002Fto\u002Ffile"," 显式加入对话。这是新手最容易卡住的地方。",[78,1744,1745,1748,1749,1754,1755,1758,1759,1761],{},[38,1746,1747],{},"Architect 模式有 prompt injection 风险","：根据 GitHub issue ",[108,1750,1753],{"href":1751,"rel":1752},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider\u002Fissues\u002F5058",[112],"#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 ",[162,1756,1757],{},"--yes"," 自动接受前确认 architect 输出；不要在不可信项目上开 architect mode + ",[162,1760,1757],{}," 组合。",[78,1763,1764,1770],{},[38,1765,1766,1769],{},[162,1767,1768],{},"--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。",[78,1772,1773,1776,1777,1780,1781,1786],{},[38,1774,1775],{},"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 ",[162,1778,1779],{},"num_ctx","（见 ",[108,1782,1785],{"href":1783,"rel":1784},"https:\u002F\u002Faider.chat\u002F2025\u002F01\u002F28\u002Fdeepseek-down.html",[112],"DeepSeek alternative providers 一文","）。",[78,1788,1789,1794],{},[38,1790,1791,1793],{},[162,1792,1125],{}," 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。",[78,1796,1797,1800,1801,1804,1805,1808],{},[38,1798,1799],{},"中文 commit message 默认不开","：可以 ",[162,1802,1803],{},"aider --commit-prompt \"...中文....\""," 或 ",[162,1806,1807],{},".aider.conf.yml"," 配置中改。",[23,1810,1812],{"id":1811},"适合-不适合","适合 \u002F 不适合",[35,1814,1815],{},"✅ 适合：",[75,1817,1818,1821,1824,1827,1830,1833],{},[78,1819,1820],{},"命令行重度用户、tmux \u002F Neovim 工作流",[78,1822,1823],{},"多模型试用 \u002F 比价场景（一行命令切换）",[78,1825,1826],{},"开源项目维护者（git 工作流原生融入）",[78,1828,1829],{},"想要完全离线（Ollama + 本地模型）",[78,1831,1832],{},"对 token 成本敏感（DeepSeek + Aider 组合极便宜）",[78,1834,1835,1836,1841],{},"跨语言项目（",[108,1837,1840],{"href":1838,"rel":1839},"https:\u002F\u002Faider.chat\u002Fdocs\u002Flanguages.html",[112],"官方支持 100+ 语言","）",[35,1843,1844],{},"❌ 不适合：",[75,1846,1847,1850,1853,1856],{},[78,1848,1849],{},"习惯 GUI \u002F 不愿读命令行文档的人",[78,1851,1852],{},"想\"一键智能\"、不愿配置环境变量",[78,1854,1855],{},"团队协作场景（没有共享 sessions \u002F 协作 UI）",[78,1857,1858],{},"Windows 纯小白（虽然能跑，但 Python 环境 + git CLI 双依赖门槛高）",[23,1860,812],{"id":812},[75,1862,1863,1871,1880,1889],{},[78,1864,817,1865,820,1867,820,1869],{},[108,1866,574],{"href":573},[108,1868,1566],{"href":1565},[108,1870,1572],{"href":1571},[78,1872,1873,1874,820,1878],{},"推理模型选择：",[108,1875,1877],{"href":1876},"\u002Fmodels\u002Fdeepseek-r1.html","DeepSeek R1",[108,1879,1256],{"href":1255},[78,1881,1882,1883,820,1885],{},"协议生态：",[108,1884,842],{"href":841},[108,1886,1888],{"href":1887},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[78,1890,1891,1892],{},"工作流：",[108,1893,1895],{"href":1894},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[23,1897,873],{"id":873},[75,1899,1900,1907,1914,1920,1926,1932,1939],{},[78,1901,1902,1903],{},"官网：",[108,1904,1905],{"href":1905,"rel":1906},"https:\u002F\u002Faider.chat",[112],[78,1908,1909,1910],{},"官方文档：",[108,1911,1912],{"href":1912,"rel":1913},"https:\u002F\u002Faider.chat\u002Fdocs\u002F",[112],[78,1915,1916,1917],{},"Chat Modes 文档：",[108,1918,1110],{"href":1110,"rel":1919},[112],[78,1921,1922,1923],{},"LLM 兼容列表：",[108,1924,1191],{"href":1191,"rel":1925},[112],[78,1927,1928,1929],{},"GitHub：",[108,1930,1455],{"href":1455,"rel":1931},[112],[78,1933,1934,1935],{},"发布历史：",[108,1936,1937],{"href":1937,"rel":1938},"https:\u002F\u002Faider.chat\u002FHISTORY.html",[112],[78,1940,1941,1942],{},"PyPI：",[108,1943,1944],{"href":1944,"rel":1945},"https:\u002F\u002Fpypi.org\u002Fproject\u002Faider-chat",[112],[35,1947,1948,1949,915],{},"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 ",[108,1950,914],{"href":914},[917,1952,1953],{},"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":176,"searchDepth":205,"depth":205,"links":1955},[1956,1957,1963,1964,1965,1966,1967,1968,1969,1970],{"id":25,"depth":194,"text":26},{"id":1056,"depth":194,"text":1056,"children":1958},[1959,1960,1961,1962],{"id":1059,"depth":205,"text":1060},{"id":1103,"depth":205,"text":1104},{"id":1186,"depth":205,"text":1186},{"id":1276,"depth":205,"text":1277},{"id":269,"depth":194,"text":270},{"id":406,"depth":194,"text":406},{"id":1505,"depth":194,"text":1505},{"id":557,"depth":194,"text":557},{"id":1710,"depth":194,"text":1710},{"id":1811,"depth":194,"text":1812},{"id":812,"depth":194,"text":812},{"id":873,"depth":194,"text":873},"\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。",[949,950],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Faider",[964,962,963],[1978,1983],{"plan":1979,"price":1980,"features":1981,"notes":1982},"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":1984,"price":1985,"features":1986,"notes":1987},"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":306,"ux":205,"price":312,"cn_support":205,"stability":312},{"title":1019,"description":1972},"coding\u002Fcli\u002Faider",[1994,1996,1998,2000,2002,2004],{"title":1995,"url":1912},"Aider 官方文档",{"title":1997,"url":1110},"Aider Chat Modes 文档",{"title":1999,"url":1191},"Aider 支持的 LLM 列表",{"title":2001,"url":1455},"Aider GitHub 仓库",{"title":2003,"url":1937},"Aider Release History",{"title":2005,"url":1944},"PyPI: aider-chat","tools\u002Fcoding\u002Fcli\u002Faider","Git 原生 AI 编程 CLI，commit 即动作",[942,1006,1009,2009,2010],"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":2015,"title":574,"alternatives":2016,"api_compatible":2017,"body":2019,"category":942,"chinese_friendly":205,"cover":3131,"description":3132,"domestic":945,"extension":946,"faq":947,"free":945,"github":3090,"languages":3133,"meta":3134,"models":3135,"navigation":302,"notSuitable":3139,"opensource":945,"path":3143,"pillar":960,"platforms":3144,"priceTable":3145,"pricing":3165,"published":1989,"relatedPlaybooks":947,"relatedReviews":947,"score":3166,"self_host":945,"seo":3167,"seoTitle":3168,"slug":13,"sources":3169,"stem":3180,"suitable":3181,"tagline":3187,"tags":3188,"updated":2011,"verdict":3191,"website":3078,"__hash__":3192},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[1021,1992,1022],[2018],"anthropic",{"type":20,"value":2020,"toc":3114},[2021,2023,2045,2050,2052,2056,2066,2091,2094,2098,2105,2134,2143,2147,2150,2303,2321,2325,2334,2410,2413,2417,2431,2433,2448,2527,2530,2541,2549,2551,2693,2695,2734,2736,2882,2887,2901,2906,2926,2928,3024,3026,3070,3072,3108,3112],[23,2022,26],{"id":25},[28,2024,2026,2035],{"className":2025},[31,32,33],[35,2027,2028,2030,2031,2034],{},[38,2029,40],{}," 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 ",[162,2032,2033],{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[35,2036,48,2037,2040,2041,2044],{},[38,2038,2039],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[38,2042,2043],{},"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。",[58,2046,2047],{},[35,2048,2049],{},"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。",[23,2051,1056],{"id":1056},[67,2053,2055],{"id":2054},"终端原生的-agent-体验","终端原生的 Agent 体验",[35,2057,2058,2059,2062,2063,2065],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[38,2060,2061],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[162,2064,2033],{},"，就进入了一个能读你整个 codebase 的对话环境。",[171,2067,2069],{"className":173,"code":2068,"language":175,"meta":176,"style":176},"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",[162,2070,2071,2077,2084],{"__ignoreMap":176},[180,2072,2073,2075],{"class":182,"line":183},[180,2074,187],{"class":186},[180,2076,191],{"class":190},[180,2078,2079,2081],{"class":182,"line":194},[180,2080,2033],{"class":197},[180,2082,2083],{"class":201},"                          # 进入交互模式\n",[180,2085,2086,2088],{"class":182,"line":205},[180,2087,209],{"class":208},[180,2089,2090],{"class":212}," 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[35,2092,2093],{},"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。",[67,2095,2097],{"id":2096},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[35,2099,2100,2101,2104],{},"Claude Code 2.x 引入了 ",[108,2102,2103],{"href":834},"子代理"," 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：",[171,2106,2108],{"className":173,"code":2107,"language":175,"meta":176,"style":176},"\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",[162,2109,2110,2118,2126],{"__ignoreMap":176},[180,2111,2112,2115],{"class":182,"line":183},[180,2113,2114],{"class":197},"\u002Fagents",[180,2116,2117],{"class":201},"              # 管理子代理\n",[180,2119,2120,2123],{"class":182,"line":194},[180,2121,2122],{"class":197},"\u002Fbatch",[180,2124,2125],{"class":201},"              # 把大改动拆成独立单元，每个跑在自己的 git worktree\n",[180,2127,2128,2131],{"class":182,"line":205},[180,2129,2130],{"class":197},"\u002Ftasks",[180,2132,2133],{"class":201},"              # 列出后台运行的子代理\n",[35,2135,2136,2137,2142],{},"据 ",[108,2138,2141],{"href":2139,"rel":2140},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[112],"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。",[67,2144,2146],{"id":2145},"slash-命令生产力关键","Slash 命令（生产力关键）",[35,2148,2149],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[415,2151,2152,2162],{},[418,2153,2154],{},[421,2155,2156,2159],{},[424,2157,2158],{},"命令",[424,2160,2161],{},"用途",[434,2163,2164,2176,2186,2199,2209,2219,2229,2239,2249,2259,2269,2279,2289],{},[421,2165,2166,2170],{},[439,2167,2168],{},[162,2169,164],{},[439,2171,2172,2173,2175],{},"第一次进入仓库时跑，生成 ",[162,2174,168],{},"（项目记忆）",[421,2177,2178,2183],{},[439,2179,2180],{},[162,2181,2182],{},"\u002Fmemory",[439,2184,2185],{},"编辑长期记忆",[421,2187,2188,2193],{},[439,2189,2190],{},[162,2191,2192],{},"\u002Fclear",[439,2194,2195,2196,1841],{},"清空当前对话，重新开始（",[38,2197,2198],{},"最被低估的命令",[421,2200,2201,2206],{},[439,2202,2203],{},[162,2204,2205],{},"\u002Fcompact",[439,2207,2208],{},"长对话压缩，挽救快爆炸的 context window",[421,2210,2211,2216],{},[439,2212,2213],{},[162,2214,2215],{},"\u002Fcontext",[439,2217,2218],{},"显示当前 context 用量",[421,2220,2221,2226],{},[439,2222,2223],{},[162,2224,2225],{},"\u002Fplan",[439,2227,2228],{},"切到 plan 模式（只规划不执行）",[421,2230,2231,2236],{},[439,2232,2233],{},[162,2234,2235],{},"\u002Fmodel",[439,2237,2238],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[421,2240,2241,2246],{},[439,2242,2243],{},[162,2244,2245],{},"\u002Fdiff",[439,2247,2248],{},"看本轮所有改动",[421,2250,2251,2256],{},[439,2252,2253],{},[162,2254,2255],{},"\u002Fcode-review",[439,2257,2258],{},"对 diff 跑代码审查",[421,2260,2261,2266],{},[439,2262,2263],{},[162,2264,2265],{},"\u002Frewind",[439,2267,2268],{},"回滚到任意 checkpoint（代码 + 对话）",[421,2270,2271,2276],{},[439,2272,2273],{},[162,2274,2275],{},"\u002Fmcp",[439,2277,2278],{},"管理 MCP 服务器",[421,2280,2281,2286],{},[439,2282,2283],{},[162,2284,2285],{},"\u002Fdoctor",[439,2287,2288],{},"排查环境问题",[421,2290,2291,2300],{},[439,2292,2293,2296,2297],{},[162,2294,2295],{},"\u002Fresume"," ",[162,2298,2299],{},"\u002Fbranch",[439,2301,2302],{},"回到 \u002F fork 历史对话",[35,2304,2305,2310,2311,2313,2314,2316,2317,2320],{},[108,2306,2309],{"href":2307,"rel":2308},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[112],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[162,2312,2205],{},"（每 20-30 分钟一次防止 context drift）、",[162,2315,2192],{},"（新任务开新会话）、自定义命令（写在 ",[162,2318,2319],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[67,2322,2324],{"id":2323},"mcp-集成一等公民","MCP 集成（一等公民）",[35,2326,2327,2329,2330,2333],{},[108,2328,842],{"href":841}," 是 Anthropic 自家协议，Claude Code 是 MCP 支持最完整的客户端。配置一次 ",[162,2331,2332],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[171,2335,2339],{"className":2336,"code":2337,"language":2338,"meta":176,"style":176},"language-json shiki shiki-themes github-light github-dark","{\n  \"mcpServers\": {\n    \"postgres\": {\n      \"command\": \"npx\",\n      \"args\": [\"@modelcontextprotocol\u002Fserver-postgres\", \"postgresql:\u002F\u002F...\"]\n    }\n  }\n}\n","json",[162,2340,2341,2346,2354,2361,2375,2395,2400,2405],{"__ignoreMap":176},[180,2342,2343],{"class":182,"line":183},[180,2344,2345],{"class":212},"{\n",[180,2347,2348,2351],{"class":182,"line":194},[180,2349,2350],{"class":186},"  \"mcpServers\"",[180,2352,2353],{"class":212},": {\n",[180,2355,2356,2359],{"class":182,"line":205},[180,2357,2358],{"class":186},"    \"postgres\"",[180,2360,2353],{"class":212},[180,2362,2363,2366,2369,2372],{"class":182,"line":306},[180,2364,2365],{"class":186},"      \"command\"",[180,2367,2368],{"class":212},": ",[180,2370,2371],{"class":190},"\"npx\"",[180,2373,2374],{"class":212},",\n",[180,2376,2377,2380,2383,2386,2389,2392],{"class":182,"line":312},[180,2378,2379],{"class":186},"      \"args\"",[180,2381,2382],{"class":212},": [",[180,2384,2385],{"class":190},"\"@modelcontextprotocol\u002Fserver-postgres\"",[180,2387,2388],{"class":212},", ",[180,2390,2391],{"class":190},"\"postgresql:\u002F\u002F...\"",[180,2393,2394],{"class":212},"]\n",[180,2396,2397],{"class":182,"line":327},[180,2398,2399],{"class":212},"    }\n",[180,2401,2402],{"class":182,"line":332},[180,2403,2404],{"class":212},"  }\n",[180,2406,2407],{"class":182,"line":338},[180,2408,2409],{"class":212},"}\n",[35,2411,2412],{},"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。",[67,2414,2416],{"id":2415},"后台-远程模式","后台 \u002F 远程模式",[35,2418,2419,2422,2423,2426,2427,2430],{},[162,2420,2421],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[162,2424,2425],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[162,2428,2429],{},"\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\"。",[23,2432,406],{"id":406},[35,2434,2435,2436,2441,2442,2447],{},"根据 ",[108,2437,2440],{"href":2438,"rel":2439},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[112],"explainx.ai 2026-06 评测"," 和 ",[108,2443,2446],{"href":2444,"rel":2445},"https:\u002F\u002Fclaude.com\u002Fpricing",[112],"Anthropic 官方定价"," 整理：",[415,2449,2450,2460],{},[418,2451,2452],{},[421,2453,2454,2456,2458],{},[424,2455,426],{},[424,2457,429],{},[424,2459,432],{},[434,2461,2462,2475,2488,2501,2514],{},[421,2463,2464,2469,2472],{},[439,2465,2466],{},[38,2467,2468],{},"BYOK（自带 API key）",[439,2470,2471],{},"按 token 计费",[439,2473,2474],{},"全自由，但单月烧到 $500+ 也常见",[421,2476,2477,2482,2485],{},[439,2478,2479],{},[38,2480,2481],{},"Pro",[439,2483,2484],{},"$20\u002F月（年付 ~$17）",[439,2486,2487],{},"个人开发者，每天 1-4 小时",[421,2489,2490,2495,2498],{},[439,2491,2492],{},[38,2493,2494],{},"Max 5x",[439,2496,2497],{},"$100\u002F月",[439,2499,2500],{},"重度用户 + Opus 模型访问",[421,2502,2503,2508,2511],{},[439,2504,2505],{},[38,2506,2507],{},"Max 20x",[439,2509,2510],{},"$200\u002F月",[439,2512,2513],{},"8h+ agentic 工作流 \u002F 团队共享",[421,2515,2516,2521,2524],{},[439,2517,2518],{},[38,2519,2520],{},"Team Premium",[439,2522,2523],{},"$100\u002Fseat 年付 \u002F $125 月付",[439,2525,2526],{},"团队，含管理",[35,2528,2529],{},"API token 价格（2026 Q2 公开数据）：",[75,2531,2532,2535,2538],{},[78,2533,2534],{},"Sonnet 4.x：input $3 \u002F output $15 per 1M token",[78,2536,2537],{},"Opus 4.x：input $15 \u002F output $75 per 1M token",[78,2539,2540],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[35,2542,2543,2548],{},[108,2544,2547],{"href":2545,"rel":2546},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[112],"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。",[23,2550,270],{"id":269},[171,2552,2554],{"className":173,"code":2553,"language":175,"meta":176,"style":176},"# 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",[162,2555,2556,2561,2574,2578,2583,2596,2600,2605,2618,2622,2627,2634,2647,2652,2662,2666,2671,2677,2686],{"__ignoreMap":176},[180,2557,2558],{"class":182,"line":183},[180,2559,2560],{"class":201},"# macOS \u002F Linux \u002F Windows (WSL)\n",[180,2562,2563,2565,2567,2570,2572],{"class":182,"line":194},[180,2564,285],{"class":197},[180,2566,288],{"class":186},[180,2568,2569],{"class":190}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[180,2571,294],{"class":208},[180,2573,297],{"class":197},[180,2575,2576],{"class":182,"line":205},[180,2577,303],{"emptyLinePlaceholder":302},[180,2579,2580],{"class":182,"line":306},[180,2581,2582],{"class":201},"# macOS 用 Homebrew\n",[180,2584,2585,2588,2590,2593],{"class":182,"line":312},[180,2586,2587],{"class":197},"brew",[180,2589,318],{"class":190},[180,2591,2592],{"class":186}," --cask",[180,2594,2595],{"class":190}," claude-code\n",[180,2597,2598],{"class":182,"line":327},[180,2599,303],{"emptyLinePlaceholder":302},[180,2601,2602],{"class":182,"line":332},[180,2603,2604],{"class":201},"# Windows PowerShell\n",[180,2606,2607,2610,2613,2615],{"class":182,"line":338},[180,2608,2609],{"class":197},"irm",[180,2611,2612],{"class":190}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[180,2614,294],{"class":208},[180,2616,2617],{"class":197}," iex\n",[180,2619,2620],{"class":182,"line":344},[180,2621,303],{"emptyLinePlaceholder":302},[180,2623,2624],{"class":182,"line":352},[180,2625,2626],{"class":201},"# 验证 + 登录\n",[180,2628,2629,2631],{"class":182,"line":357},[180,2630,2033],{"class":197},[180,2632,2633],{"class":186}," --version\n",[180,2635,2636,2638,2641,2644],{"class":182,"line":363},[180,2637,2033],{"class":197},[180,2639,2640],{"class":190}," auth",[180,2642,2643],{"class":190}," login",[180,2645,2646],{"class":201},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[180,2648,2649],{"class":182,"line":8},[180,2650,2651],{"class":201},"# 或用 API key\n",[180,2653,2654,2656,2658,2660],{"class":182,"line":380},[180,2655,1346],{"class":208},[180,2657,1349],{"class":212},[180,2659,1352],{"class":208},[180,2661,1355],{"class":212},[180,2663,2664],{"class":182,"line":1399},[180,2665,303],{"emptyLinePlaceholder":302},[180,2667,2668],{"class":182,"line":1405},[180,2669,2670],{"class":201},"# 进项目，启动\n",[180,2672,2673,2675],{"class":182,"line":1416},[180,2674,187],{"class":186},[180,2676,191],{"class":190},[180,2678,2679,2681,2683],{"class":182,"line":1426},[180,2680,2033],{"class":197},[180,2682,374],{"class":190},[180,2684,2685],{"class":201},"               # 生成 CLAUDE.md\n",[180,2687,2688,2690],{"class":182,"line":1431},[180,2689,2033],{"class":197},[180,2691,2692],{"class":201},"                     # 进入交互模式\n",[23,2694,1505],{"id":1505},[1507,2696,2697,2703,2709,2715],{},[78,2698,2699,2702],{},[38,2700,2701],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[78,2704,2705,2708],{},[38,2706,2707],{},"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",[78,2710,2711,2714],{},[38,2712,2713],{},"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",[78,2716,2717,2720,2721,1804,2724,2726,2727,820,2729,2733],{},[38,2718,2719],{},"替代路径","：用 ",[108,2722,1019],{"href":2723},"\u002Fcoding\u002Fcli\u002Faider.html",[108,2725,1572],{"href":1571}," 接 ",[108,2728,1497],{"href":1496},[108,2730,2732],{"href":2731},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[23,2735,557],{"id":557},[415,2737,2738,2758],{},[418,2739,2740],{},[421,2741,2742,2744,2746,2750,2754],{},[424,2743,566],{},[424,2745,574],{},[424,2747,2748],{},[108,2749,1468],{"href":1467},[424,2751,2752],{},[108,2753,1566],{"href":1565},[424,2755,2756],{},[108,2757,1019],{"href":2723},[434,2759,2760,2774,2787,2805,2825,2839,2852,2868],{},[421,2761,2762,2764,2767,2770,2772],{},[439,2763,593],{},[439,2765,2766],{},"CLI（IDE 无关）",[439,2768,2769],{},"AI-first IDE",[439,2771,599],{},[439,2773,599],{},[421,2775,2776,2779,2781,2783,2785],{},[439,2777,2778],{},"长任务能力",[439,2780,695],{},[439,2782,648],{},[439,2784,648],{},[439,2786,1630],{},[421,2788,2789,2792,2799,2801,2803],{},[439,2790,2791],{},"上下文管理",[439,2793,2794,2795,2296,2797],{},"★★★★★ ",[162,2796,2205],{},[162,2798,2192],{},[439,2800,648],{},[439,2802,648],{},[439,2804,1630],{},[421,2806,2807,2810,2817,2820,2823],{},[439,2808,2809],{},"子代理 \u002F 并行",[439,2811,2812,2813,2296,2815,1841],{},"✅（",[162,2814,2114],{},[162,2816,2122],{},[439,2818,2819],{},"部分（Bug bot）",[439,2821,2822],{},"⚠️ 有限",[439,2824,1584],{},[421,2826,2827,2830,2833,2835,2837],{},[439,2828,2829],{},"MCP 支持",[439,2831,2832],{},"★★★★★ 一等公民",[439,2834,648],{},[439,2836,1630],{},[439,2838,1584],{},[421,2840,2841,2843,2845,2847,2849],{},[439,2842,1625],{},[439,2844,648],{},[439,2846,1630],{},[439,2848,1630],{},[439,2850,2851],{},"★★★★★ 每改即 commit",[421,2853,2854,2856,2859,2862,2865],{},[439,2855,704],{},[439,2857,2858],{},"高（账号+支付+网络）",[439,2860,2861],{},"高（账号+支付）",[439,2863,2864],{},"高",[439,2866,2867],{},"低（BYOK 国产模型）",[421,2869,2870,2872,2874,2877,2879],{},[439,2871,429],{},[439,2873,725],{},[439,2875,2876],{},"$20\u002F月",[439,2878,725],{},[439,2880,2881],{},"仅 API 成本",[35,2883,2884,157],{},[38,2885,2886],{},"选 Claude Code 如果你",[75,2888,2889,2892,2895,2898],{},[78,2890,2891],{},"重视长任务自主性 + 上下文管理",[78,2893,2894],{},"JetBrains \u002F Vim 用户，不想换 IDE",[78,2896,2897],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[78,2899,2900],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[35,2902,2903,157],{},[38,2904,2905],{},"别选 Claude Code 如果你",[75,2907,2908,2914,2919],{},[78,2909,2910,2911,2913],{},"国内、个人、预算紧（去 ",[108,2912,1019],{"href":2723}," + DeepSeek）",[78,2915,2916,2917,1841],{},"想要纯 IDE 内 inline 体验（",[108,2918,1468],{"href":1467},[78,2920,2921,2922,1841],{},"主要写补全而非 agent 任务（",[108,2923,2925],{"href":2924},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[23,2927,1710],{"id":1710},[75,2929,2930,2943,2958,2972,2980,2998,3012,3018],{},[78,2931,2932,2938,2939,2942],{},[38,2933,2934,2937],{},[162,2935,2936],{},"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 ",[162,2940,2941],{},"env | grep ANTHROPIC"," 检查",[78,2944,2945,2951,2952,2954,2955,2957],{},[38,2946,2947,2948,2950],{},"长会话不 ",[162,2949,2205],{}," 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 ",[162,2953,2205],{}," 一次或 ",[162,2956,2192],{}," 开新会话",[78,2959,2960,2965,2966,2971],{},[38,2961,2962,2964],{},[162,2963,2235],{}," 切换是个坑","：跨模型切会丢部分 context ",[108,2967,2970],{"href":2968,"rel":2969},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[112],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[78,2973,2974,2979],{},[38,2975,2976,2978],{},[162,2977,164],{}," 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",[78,2981,2982,2987,2988,2296,2991,2296,2994,2997],{},[38,2983,2984,2986],{},[162,2985,2319],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[162,2989,2990],{},"\u002Fdeploy",[162,2992,2993],{},"\u002Fmigrate",[162,2995,2996],{},"\u002Freview-pr","，提交进 git",[78,2999,3000,3003,3004,3007,3008,3011],{},[38,3001,3002],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[162,3005,3006],{},"--permission-mode plan"," 或开 ",[162,3009,3010],{},"acceptEdits"," 但配合 git worktree",[78,3013,3014,3017],{},[38,3015,3016],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[78,3019,3020,3023],{},[38,3021,3022],{},"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",[23,3025,812],{"id":812},[75,3027,3028,3040,3050,3062],{},[78,3029,817,3030,820,3032,820,3034,820,3036,820,3038],{},[108,3031,1468],{"href":1467},[108,3033,1472],{"href":1471},[108,3035,1566],{"href":1565},[108,3037,1019],{"href":2723},[108,3039,1572],{"href":1571},[78,3041,831,3042,820,3044,820,3046,820,3048],{},[108,3043,835],{"href":834},[108,3045,1888],{"href":1887},[108,3047,842],{"href":841},[108,3049,1895],{"href":1894},[78,3051,848,3052,820,3056,820,3058],{},[108,3053,3055],{"href":3054},"\u002Fmodels\u002Fclaude-opus-4.html","Claude Opus 4",[108,3057,855],{"href":854},[108,3059,3061],{"href":3060},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[78,3063,862,3064,820,3066],{},[108,3065,866],{"href":865},[108,3067,3069],{"href":3068},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[23,3071,873],{"id":873},[75,3073,3074,3080,3086,3092,3099,3105],{},[78,3075,1902,3076],{},[108,3077,3078],{"href":3078,"rel":3079},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[112],[78,3081,1909,3082],{},[108,3083,3084],{"href":3084,"rel":3085},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[112],[78,3087,1928,3088],{},[108,3089,3090],{"href":3090,"rel":3091},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[112],[78,3093,3094,3095],{},"CLI Reference：",[108,3096,3097],{"href":3097,"rel":3098},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[112],[78,3100,3101,3102],{},"官方定价：",[108,3103,2444],{"href":2444,"rel":3104},[112],[78,3106,3107],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[35,3109,911,3110,915],{},[108,3111,914],{"href":914},[917,3113,919],{},{"title":176,"searchDepth":205,"depth":205,"links":3115},[3116,3117,3124,3125,3126,3127,3128,3129,3130],{"id":25,"depth":194,"text":26},{"id":1056,"depth":194,"text":1056,"children":3118},[3119,3120,3121,3122,3123],{"id":2054,"depth":205,"text":2055},{"id":2096,"depth":205,"text":2097},{"id":2145,"depth":205,"text":2146},{"id":2323,"depth":205,"text":2324},{"id":2415,"depth":205,"text":2416},{"id":406,"depth":194,"text":406},{"id":269,"depth":194,"text":270},{"id":1505,"depth":194,"text":1505},{"id":557,"depth":194,"text":557},{"id":1710,"depth":194,"text":1710},{"id":812,"depth":194,"text":812},{"id":873,"depth":194,"text":873},"\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。",[950],{},[3136,3137,3138],"claude-opus-4","claude-sonnet-4-5","claude-haiku-4",[3140,3141,3142],"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",[962,963,964],[3146,3152,3157,3161],{"plan":3147,"price":3148,"limit":3149,"cn_pay":3150,"note":3151},"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":3153,"price":2876,"limit":3154,"cn_pay":3155,"note":3156},"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":3158,"price":2497,"limit":3159,"cn_pay":3155,"note":3160},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":3162,"price":2510,"limit":3163,"cn_pay":3155,"note":3164},"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":312,"ux":306,"price":205,"cn_support":194,"stability":306},{"title":574,"description":3132},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用",[3170,3172,3173,3175,3178],{"title":3171,"url":3084},"Claude Code 官方文档",{"title":2446,"url":2444},{"title":3174,"url":3097},"Claude Code CLI Reference",{"title":3176,"url":3177},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":3179,"url":2139},"Claude Code Cheat Sheet 2026","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[3182,3183,3184,3185,3186],"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",[942,1006,1007,2018,3189,3190],"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":3194,"title":1572,"alternatives":3195,"api_compatible":3198,"body":3203,"category":942,"chinese_friendly":306,"cover":3690,"description":3691,"domestic":945,"extension":946,"faq":3692,"free":945,"github":3650,"languages":3708,"meta":3709,"models":3710,"navigation":302,"notSuitable":3716,"opensource":302,"path":3720,"pillar":960,"platforms":3721,"priceTable":3722,"pricing":3734,"published":1989,"relatedPlaybooks":3735,"relatedReviews":947,"score":3738,"self_host":302,"seo":3739,"seoTitle":947,"slug":1022,"sources":3740,"stem":3749,"suitable":3750,"tagline":3756,"tags":3757,"updated":2011,"verdict":3762,"website":3644,"__hash__":3763},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcline.md",[3196,1992,13,3197],"coding\u002Fcli\u002Froo-code","coding\u002Fide\u002Fcursor",[17,2018,3199,3200,3201,3202],"openrouter","bedrock","vertex","ollama",{"type":20,"value":3204,"toc":3674},[3205,3207,3222,3225,3228,3254,3257,3259,3306,3311,3322,3326,3331,3335,3369,3372,3376,3387,3391,3394,3396,3404,3407,3536,3538,3598,3600,3607,3609,3636,3638,3666],[23,3206,26],{"id":25},[28,3208,3210,3219],{"className":3209},[31,32,33],[35,3211,3212,3214,3215,3218],{},[38,3213,40],{}," Cline 是 VS Code 里的开源 AI Agent 插件（Apache-2.0，58k+ stars），",[38,3216,3217],{},"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。",[35,3220,3221],{},"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。",[23,3223,3224],{"id":3224},"它到底是个什么",[35,3226,3227],{},"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：",[75,3229,3230,3235,3240,3249],{},[78,3231,3232,3234],{},[38,3233,593],{},"：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。",[78,3236,3237,3239],{},[38,3238,625],{},"：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。",[78,3241,3242,3244,3245,3248],{},[38,3243,842],{},"：原生支持 MCP 协议，并维护一个",[38,3246,3247],{},"社区 Marketplace","——比 Cursor \u002F Claude Code 的 MCP 生态都大。",[78,3250,3251,3253],{},[38,3252,1579],{},"：Apache-2.0，可 fork \u002F 审计 \u002F 自部署，企业合规友好。",[35,3255,3256],{},"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）。",[23,3258,429],{"id":429},[415,3260,3261,3273],{},[418,3262,3263],{},[421,3264,3265,3268,3270],{},[424,3266,3267],{},"档位",[424,3269,429],{},[424,3271,3272],{},"说明",[434,3274,3275,3285,3295],{},[421,3276,3277,3280,3282],{},[439,3278,3279],{},"插件本体",[439,3281,446],{},[439,3283,3284],{},"Apache-2.0 开源",[421,3286,3287,3290,3292],{},[439,3288,3289],{},"BYOK",[439,3291,472],{},[439,3293,3294],{},"0 厂商抽成，付的钱全进 API 厂商口袋",[421,3296,3297,3300,3303],{},[439,3298,3299],{},"Cline Teams",[439,3301,3302],{},"询价",[439,3304,3305],{},"SSO + RBAC + 集中策略 + 审计 + 用量分析",[35,3307,3308],{},[38,3309,3310],{},"真实成本范例（参考）：",[75,3312,3313,3316,3319],{},[78,3314,3315],{},"Claude Sonnet 4.6 BYOK：$3 \u002F $15 per 1M token（input\u002Foutput），重度日用 $30-100\u002F月",[78,3317,3318],{},"DeepSeek V4 Pro BYOK：$0.435 \u002F $0.87 per 1M token，重度日用 $5-15\u002F月",[78,3320,3321],{},"Ollama 本地：$0（电费忽略），但需要 RTX 3090+ 才能跑 Qwen2.5-Coder 32B",[23,3323,3325],{"id":3324},"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）",[58,3327,3328],{},[35,3329,3330],{},"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。",[67,3332,3334],{"id":3333},"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",[1507,3336,3337,3340,3356,3362],{},[78,3338,3339],{},"输入任务：\"在这个 Express 项目里加一个 \u002Fapi\u002Fusers\u002Fme endpoint\"",[78,3341,3342,3345,3346,1072,3349,1072,3352,3355],{},[38,3343,3344],{},"Plan 阶段","：Cline 先读 ",[162,3347,3348],{},"package.json",[162,3350,3351],{},"app.js",[162,3353,3354],{},"routes\u002F","，列出需要新建\u002F修改的文件",[78,3357,3358,3361],{},[38,3359,3360],{},"Act 阶段","：每改一个文件、每跑一条命令都弹审批",[78,3363,3364,3365,3368],{},"完成后跑 ",[162,3366,3367],{},"npm test"," 验证",[35,3370,3371],{},"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。",[67,3373,3375],{"id":3374},"任务-2byok-切到-deepseek-压成本","任务 2：BYOK 切到 DeepSeek 压成本",[35,3377,3378,3379,3382,3383,3386],{},"设置里选 OpenAI-compatible，base URL 填 DeepSeek 的 endpoint（",[162,3380,3381],{},"https:\u002F\u002Fapi.deepseek.com","），key 填好，模型选 ",[162,3384,3385],{},"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。",[67,3388,3390],{"id":3389},"任务-3mcp-marketplace-装数据库-server","任务 3：MCP Marketplace 装数据库 server",[35,3392,3393],{},"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。",[23,3395,270],{"id":269},[171,3397,3402],{"className":3398,"code":3400,"language":3401,"meta":176},[3399],"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",[162,3403,3400],{"__ignoreMap":176},[23,3405,3406],{"id":3406},"同类对比",[415,3408,3409,3424],{},[418,3410,3411],{},[421,3412,3413,3415,3417,3420,3422],{},[424,3414,566],{},[424,3416,1572],{},[424,3418,3419],{},"Roo Code",[424,3421,1468],{},[424,3423,574],{},[434,3425,3426,3441,3454,3467,3483,3502,3519],{},[421,3427,3428,3430,3433,3435,3438],{},[439,3429,593],{},[439,3431,3432],{},"VS Code 插件",[439,3434,3432],{},[439,3436,3437],{},"独立 IDE",[439,3439,3440],{},"终端",[421,3442,3443,3445,3448,3450,3452],{},[439,3444,1579],{},[439,3446,3447],{},"Apache-2.0",[439,3449,3447],{},[439,3451,614],{},[439,3453,614],{},[421,3455,3456,3458,3460,3462,3465],{},[439,3457,3289],{},[439,3459,669],{},[439,3461,669],{},[439,3463,3464],{},"部分",[439,3466,1584],{},[421,3468,3469,3472,3475,3478,3481],{},[439,3470,3471],{},"默认审批",[439,3473,3474],{},"每步",[439,3476,3477],{},"可配置",[439,3479,3480],{},"Accept All",[439,3482,3477],{},[421,3484,3485,3488,3494,3497,3500],{},[439,3486,3487],{},"MCP 生态",[439,3489,3490,3493],{},[38,3491,3492],{},"最大","（Marketplace）",[439,3495,3496],{},"中",[439,3498,3499],{},"中（注册表 200+）",[439,3501,3496],{},[421,3503,3504,3507,3510,3513,3516],{},[439,3505,3506],{},"团队功能",[439,3508,3509],{},"Cline Teams（询价）",[439,3511,3512],{},"Cloud Team $99\u002F月",[439,3514,3515],{},"Teams $40\u002F用户\u002F月",[439,3517,3518],{},"Claude Team",[421,3520,3521,3524,3527,3530,3533],{},[439,3522,3523],{},"适合",[439,3525,3526],{},"谨慎派 + BYOK",[439,3528,3529],{},"Mode 切换重度 + Cloud Agent",[439,3531,3532],{},"GUI 全能",[439,3534,3535],{},"终端硬核",[23,3537,1710],{"id":1710},[1507,3539,3540,3546,3560,3570,3576,3582],{},[78,3541,3542,3545],{},[38,3543,3544],{},"每步审批默认开","，新手会觉得烦——可在设置里把信任的工具加白名单（read_file \u002F list_dir 等）减少弹窗。",[78,3547,3548,3551,3552,3555,3556,3559],{},[38,3549,3550],{},"BYOK 别填错 base URL","，DeepSeek \u002F 第三方 OpenAI 兼容端需要写对 ",[162,3553,3554],{},"https:\u002F\u002Fapi.deepseek.com\u002Fv1","，少 ",[162,3557,3558],{},"\u002Fv1"," 会 404。",[78,3561,3562,3565,3566,3569],{},[38,3563,3564],{},"Plan 阶段读太多文件","，第一轮上下文容易吃光配额——大项目里加 ",[162,3567,3568],{},".clineignore"," 排除 node_modules \u002F dist。",[78,3571,3572,3575],{},[38,3573,3574],{},"MCP server 装多了会拖慢启动","，VS Code 启动时会逐个连，配置 30+ 个 server 会明显卡顿，按需启用。",[78,3577,3578,3581],{},[38,3579,3580],{},"OpenRouter \u002F 第三方代理 endpoint 偶尔抽风","，可以同时配 2 个 provider 互为备份。",[78,3583,3584,3587,3588,820,3591,3594,3595,169],{},[38,3585,3586],{},"跨平台 path 问题","：Windows 下 Cline 跑的 shell 默认是 cmd 而非 git-bash，命令里 ",[162,3589,3590],{},"&&",[162,3592,3593],{},"$HOME"," 等可能失败，配置改 ",[162,3596,3597],{},"terminal.integrated.defaultProfile.windows",[23,3599,1812],{"id":1811},[35,3601,3602,3603,3606],{},"✅ 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。",[3604,3605],"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。",[23,3608,812],{"id":812},[75,3610,3611,3618,3625],{},[78,3612,3613,3614],{},"配套 playbook：",[108,3615,3617],{"href":3616},"\u002Fplaybook\u002Fcline-vs-roo-code.html","Cline vs Roo Code 怎么选",[78,3619,3620,3621],{},"同分类：",[108,3622,3624],{"href":3623},"\u002Fcoding\u002Fcli\u002F","AI CLI 全分类",[78,3626,3627,3628,3631,3632,3631,3634],{},"替代品：",[108,3629,3419],{"href":3630},"\u002Fcoding\u002Fcli\u002Froo-code.html"," · ",[108,3633,1019],{"href":2723},[108,3635,574],{"href":573},[23,3637,873],{"id":873},[75,3639,3640,3646,3652,3659],{},[78,3641,1902,3642],{},[108,3643,3644],{"href":3644,"rel":3645},"https:\u002F\u002Fcline.bot",[112],[78,3647,1928,3648],{},[108,3649,3650],{"href":3650,"rel":3651},"https:\u002F\u002Fgithub.com\u002Fcline\u002Fcline",[112],[78,3653,3654,3655],{},"Roo Code vs Cline（Serenities AI 2026）：",[108,3656,3657],{"href":3657,"rel":3658},"https:\u002F\u002Fserenitiesai.com\u002Farticles\u002Froo-code-vs-cline-ai-coding-2026",[112],[78,3660,3661,3662],{},"Roo Code vs Cline（Qodo 2025-12）：",[108,3663,3664],{"href":3664,"rel":3665},"https:\u002F\u002Fwww.qodo.ai\u002Fblog\u002Froo-code-vs-cline",[112],[58,3667,3668],{},[35,3669,3670,3671,3673],{},"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 ",[108,3672,914],{"href":914}," 反馈更新。",{"title":176,"searchDepth":205,"depth":205,"links":3675},[3676,3677,3678,3679,3684,3685,3686,3687,3688,3689],{"id":25,"depth":194,"text":26},{"id":3224,"depth":194,"text":3224},{"id":429,"depth":194,"text":429},{"id":3324,"depth":194,"text":3325,"children":3680},[3681,3682,3683],{"id":3333,"depth":205,"text":3334},{"id":3374,"depth":205,"text":3375},{"id":3389,"depth":205,"text":3390},{"id":269,"depth":194,"text":270},{"id":3406,"depth":194,"text":3406},{"id":1710,"depth":194,"text":1710},{"id":1811,"depth":194,"text":1812},{"id":812,"depth":194,"text":812},{"id":873,"depth":194,"text":873},"\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。",[3693,3696,3699,3702,3705],{"q":3694,"a":3695},"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":3697,"a":3698},"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":3700,"a":3701},"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":3703,"a":3704},"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":3706,"a":3707},"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。",[949,950],{},[3711,3712,3713,3714,3715],"claude-sonnet-4.6","claude-opus-4.6","deepseek-v3","qwen-coder","gpt-5",[3717,3718,3719],"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",[964,962,963],[3723,3727,3731],{"plan":3279,"price":446,"limit":3724,"cn_pay":3725,"note":3726},"Apache-2.0 开源，VS Code Marketplace 安装","—","0 厂商抽成",{"plan":3151,"price":472,"limit":3728,"cn_pay":3729,"note":3730},"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":3299,"price":3732,"limit":3305,"cn_pay":3725,"note":3733},"$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",[3736,3737],"ai-coding\u002Fcline-vs-roo-code","ai-coding\u002Fbyok-cost-optimization",{"power":306,"ux":306,"price":312,"cn_support":306,"stability":306},{"title":1572,"description":3691},[3741,3743,3745,3747],{"title":3742,"url":3650},"Cline GitHub",{"title":3744,"url":3644},"Cline 官网",{"title":3746,"url":3657},"Roo Code vs Cline（Serenities AI 2026）",{"title":3748,"url":3664},"Roo Code vs Cline（Qodo 2025-12）","tools\u002Fcoding\u002Fcli\u002Fcline",[3751,3752,3753,3754,3755],"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",[1006,3758,1009,3759,3760,3761],"vscode-plugin","byok","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":3765,"title":1566,"alternatives":3766,"api_compatible":3767,"body":3768,"category":942,"chinese_friendly":205,"cover":4403,"description":4404,"domestic":945,"extension":946,"faq":4405,"free":945,"github":3793,"languages":4420,"meta":4421,"models":4422,"navigation":302,"notSuitable":4426,"opensource":302,"path":4430,"pillar":960,"platforms":4431,"priceTable":4432,"pricing":4447,"published":1989,"relatedPlaybooks":4448,"relatedReviews":947,"score":4451,"self_host":945,"seo":4452,"seoTitle":947,"slug":1021,"sources":4453,"stem":4462,"suitable":4463,"tagline":4468,"tags":4469,"updated":2011,"verdict":4472,"website":4357,"__hash__":4473},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex.md",[13,1992,1022],[17],{"type":20,"value":3769,"toc":4387},[3770,3772,3787,3789,3800,3803,3823,3826,3856,3858,3914,3919,3923,3928,3932,3954,3957,3961,3984,3988,4008,4011,4013,4114,4124,4126,4258,4263,4265,4319,4321,4327,4329,4349,4351,4378,4384],[23,3771,26],{"id":25},[28,3773,3775,3784],{"className":3774},[31,32,33],[35,3776,3777,3779,3780,3783],{},[38,3778,40],{}," Codex CLI 是 OpenAI 官方做的终端 Coding Agent，对标 Claude Code。",[38,3781,3782],{},"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。",[35,3785,3786],{},"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。",[23,3788,3224],{"id":3224},[35,3790,3791,3796,3797,3799],{},[108,3792,3795],{"href":3793,"rel":3794},"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex",[112],"GitHub: openai\u002Fcodex","，",[38,3798,3284],{},"，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。",[35,3801,3802],{},"2026 的三个主线：",[1507,3804,3805,3811,3817],{},[78,3806,3807,3810],{},[38,3808,3809],{},"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。",[78,3812,3813,3816],{},[38,3814,3815],{},"Agent 自主性","：Subagents GA、Smart Approvals、PostToolUse hooks、worktree 自动化。",[78,3818,3819,3822],{},[38,3820,3821],{},"企业就绪","：自定义 CA 证书、userpromptsubmit hooks、托管配置、插件策略强制。",[35,3824,3825],{},"最有用的 4 个能力：",[75,3827,3828,3834,3840,3846],{},[78,3829,3830,3833],{},[38,3831,3832],{},"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。",[78,3835,3836,3839],{},[38,3837,3838],{},"MCP 工具调用","：连 GitHub \u002F 数据库 \u002F Slack \u002F 自建 server，支持并行 tool call。",[78,3841,3842,3845],{},[38,3843,3844],{},"Subagents","：把大任务拆给多个并行 sub-agent，token 用得多但效率高。",[78,3847,3848,3851,3852,3855],{},[38,3849,3850],{},"Image inputs","：终端里 ",[162,3853,3854],{},"codex -i screenshot.png \"解释这个错误\""," 直接读图。",[23,3857,429],{"id":429},[415,3859,3860,3870],{},[418,3861,3862],{},[421,3863,3864,3866,3868],{},[424,3865,3267],{},[424,3867,429],{},[424,3869,3272],{},[434,3871,3872,3882,3892,3903],{},[421,3873,3874,3877,3879],{},[439,3875,3876],{},"ChatGPT Plus",[439,3878,2876],{},[439,3880,3881],{},"含 Codex CLI 用量（2026-03 起 mini 模型额度 +4×）",[421,3883,3884,3887,3889],{},[439,3885,3886],{},"ChatGPT Pro",[439,3888,2510],{},[439,3890,3891],{},"更高额度 + 优先处理 + Spark 研究预览",[421,3893,3894,3897,3900],{},[439,3895,3896],{},"Business \u002F Edu \u002F Team",[439,3898,3899],{},"$25-30\u002F用户\u002F月起",[439,3901,3902],{},"企业管理 + SSO + Codex 含在内",[421,3904,3905,3908,3911],{},[439,3906,3907],{},"纯 API",[439,3909,3910],{},"按 token",[439,3912,3913],{},"gpt-5.5 ≈ $1.25 \u002F $10 per 1M token",[58,3915,3916],{},[35,3917,3918],{},"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。",[23,3920,3922],{"id":3921},"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）",[58,3924,3925],{},[35,3926,3927],{},"来源说明：以下基于 Codex CLI 官方 features 文档与公开评测整合。",[67,3929,3931],{"id":3930},"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",[171,3933,3935],{"className":173,"code":3934,"language":175,"meta":176,"style":176},"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",[162,3936,3937,3947],{"__ignoreMap":176},[180,3938,3939,3942,3944],{"class":182,"line":183},[180,3940,3941],{"class":197},"codex",[180,3943,1300],{"class":186},[180,3945,3946],{"class":190}," gpt-5-codex\n",[180,3948,3949,3951],{"class":182,"line":194},[180,3950,209],{"class":208},[180,3952,3953],{"class":212}," 在 src\u002Fauth 模块下加 OAuth2 callback handler，参考已有的 token refresh 实现\n",[35,3955,3956],{},"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。",[67,3958,3960],{"id":3959},"任务-2ci-失败自动-debug","任务 2：CI 失败自动 debug",[171,3962,3964],{"className":173,"code":3963,"language":175,"meta":176,"style":176},"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",[162,3965,3966,3979],{"__ignoreMap":176},[180,3967,3968,3970,3973,3976],{"class":182,"line":183},[180,3969,3941],{"class":197},[180,3971,3972],{"class":186}," --features",[180,3974,3975],{"class":190}," enable",[180,3977,3978],{"class":190}," post_tool_use_hook\n",[180,3980,3981],{"class":182,"line":194},[180,3982,3983],{"class":201},"# 然后跑 cargo test，CI 失败时 Hook 自动触发 Agent 分析失败 + 写 fix\n",[67,3985,3987],{"id":3986},"任务-3跨仓库脚手架生成","任务 3：跨仓库脚手架生成",[171,3989,3991],{"className":173,"code":3990,"language":175,"meta":176,"style":176},"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",[162,3992,3993,4001],{"__ignoreMap":176},[180,3994,3995,3997,3999],{"class":182,"line":183},[180,3996,3941],{"class":197},[180,3998,1300],{"class":186},[180,4000,3946],{"class":190},[180,4002,4003,4005],{"class":182,"line":194},[180,4004,209],{"class":208},[180,4006,4007],{"class":212}," 用 mono-repo 模式建 3 个 package：core \u002F cli \u002F web，统一走 pnpm workspace\n",[35,4009,4010],{},"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。",[23,4012,270],{"id":269},[171,4014,4016],{"className":173,"code":4015,"language":175,"meta":176,"style":176},"# 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",[162,4017,4018,4023,4037,4041,4046,4051,4055,4062,4077,4090,4103],{"__ignoreMap":176},[180,4019,4020],{"class":182,"line":183},[180,4021,4022],{"class":201},"# macOS \u002F Linux\n",[180,4024,4025,4027,4029,4032,4034],{"class":182,"line":194},[180,4026,285],{"class":197},[180,4028,288],{"class":186},[180,4030,4031],{"class":190}," https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh",[180,4033,294],{"class":208},[180,4035,4036],{"class":197}," sh\n",[180,4038,4039],{"class":182,"line":205},[180,4040,303],{"emptyLinePlaceholder":302},[180,4042,4043],{"class":182,"line":306},[180,4044,4045],{"class":201},"# Windows（原生 PowerShell）\n",[180,4047,4048],{"class":182,"line":312},[180,4049,4050],{"class":201},"# 见官方 Windows setup guide，或用 npm i -g @openai\u002Fcodex\n",[180,4052,4053],{"class":182,"line":327},[180,4054,303],{"emptyLinePlaceholder":302},[180,4056,4057,4059],{"class":182,"line":332},[180,4058,3941],{"class":197},[180,4060,4061],{"class":201},"                          # 启动 TUI\n",[180,4063,4064,4066,4068,4071,4074],{"class":182,"line":338},[180,4065,3941],{"class":197},[180,4067,1300],{"class":186},[180,4069,4070],{"class":190}," gpt-5-codex",[180,4072,4073],{"class":190}," .",[180,4075,4076],{"class":201},"         # 在当前目录起 Agent\n",[180,4078,4079,4081,4084,4087],{"class":182,"line":344},[180,4080,3941],{"class":197},[180,4082,4083],{"class":186}," --remote",[180,4085,4086],{"class":190}," wss:\u002F\u002F...",[180,4088,4089],{"class":201},"       # 远程模式（SSH \u002F 容器）\n",[180,4091,4092,4094,4097,4100],{"class":182,"line":352},[180,4093,3941],{"class":197},[180,4095,4096],{"class":190}," features",[180,4098,4099],{"class":190}," list",[180,4101,4102],{"class":201},"            # 看可用 feature flag\n",[180,4104,4105,4107,4109,4111],{"class":182,"line":357},[180,4106,3941],{"class":197},[180,4108,4096],{"class":190},[180,4110,3975],{"class":190},[180,4112,4113],{"class":190}," unified_exec\n",[35,4115,4116,4117,4120,4121,1786],{},"配置文件：",[162,4118,4119],{},"$CODEX_HOME\u002Fconfig.toml","（默认 ",[162,4122,4123],{},"~\u002F.codex\u002Fconfig.toml",[23,4125,3406],{"id":3406},[415,4127,4128,4142],{},[418,4129,4130],{},[421,4131,4132,4134,4136,4138,4140],{},[424,4133,566],{},[424,4135,1566],{},[424,4137,574],{},[424,4139,1019],{},[424,4141,1572],{},[434,4143,4144,4158,4174,4190,4207,4219,4233,4245],{},[421,4145,4146,4148,4151,4153,4156],{},[439,4147,593],{},[439,4149,4150],{},"终端 TUI",[439,4152,4150],{},[439,4154,4155],{},"终端 REPL",[439,4157,3432],{},[421,4159,4160,4163,4166,4169,4172],{},[439,4161,4162],{},"默认模型",[439,4164,4165],{},"gpt-5-codex",[439,4167,4168],{},"Claude Sonnet\u002FOpus",[439,4170,4171],{},"BYOK 任意",[439,4173,4171],{},[421,4175,4176,4179,4182,4185,4188],{},[439,4177,4178],{},"含在订阅",[439,4180,4181],{},"ChatGPT Plus\u002FPro",[439,4183,4184],{},"Claude.ai $20\u002F月",[439,4186,4187],{},"❌（仅 API）",[439,4189,4187],{},[421,4191,4192,4195,4198,4201,4204],{},[439,4193,4194],{},"沙箱",[439,4196,4197],{},"macOS Sandbox \u002F Landlock \u002F AppContainer",[439,4199,4200],{},"类似",[439,4202,4203],{},"无",[439,4205,4206],{},"VS Code 环境",[421,4208,4209,4211,4213,4215,4217],{},[439,4210,842],{},[439,4212,669],{},[439,4214,669],{},[439,4216,3464],{},[439,4218,669],{},[421,4220,4221,4223,4226,4229,4231],{},[439,4222,3844],{},[439,4224,4225],{},"✅ GA",[439,4227,4228],{},"✅ Task tool",[439,4230,1584],{},[439,4232,1584],{},[421,4234,4235,4237,4239,4241,4243],{},[439,4236,1579],{},[439,4238,3447],{},[439,4240,614],{},[439,4242,3447],{},[439,4244,3447],{},[421,4246,4247,4250,4252,4254,4256],{},[439,4248,4249],{},"原生 Windows",[439,4251,669],{},[439,4253,3464],{},[439,4255,669],{},[439,4257,669],{},[58,4259,4260],{},[35,4261,4262],{},"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。",[23,4264,1710],{"id":1710},[1507,4266,4267,4273,4283,4293,4299,4305],{},[78,4268,4269,4272],{},[38,4270,4271],{},"国内访问别频繁切 IP","，OpenAI 风控严，账号被封基本无法找回。",[78,4274,4275,4278,4279,4282],{},[38,4276,4277],{},"沙箱默认会限制网络","，跑 ",[162,4280,4281],{},"npm install"," 等需要联网的命令前先看 approval 弹窗。",[78,4284,4285,4288,4289,4292],{},[38,4286,4287],{},"Subagents 吃 token 多","，预算敏感时关闭 ",[162,4290,4291],{},"[agents]"," 配置或换 mini 模型。",[78,4294,4295,4298],{},[38,4296,4297],{},"WebSocket 远程模式只接受 wss:\u002F\u002F 或 localhost ws:\u002F\u002F","，远程公网必须 TLS。",[78,4300,4301,4304],{},[38,4302,4303],{},"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。",[78,4306,4307,4314,4315,4318],{},[38,4308,4309,4310,4313],{},"不要用过期的 ",[162,4311,4312],{},"--approval-mode"," 旧参数","，新版用 ",[162,4316,4317],{},"codex features"," 子命令管理。",[23,4320,1812],{"id":1811},[35,4322,4323,4324,4326],{},"✅ 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。",[3604,4325],{},"\n❌ GUI 党；纯内网开发；偏好 Claude 长上下文风格的人。",[23,4328,812],{"id":812},[75,4330,4331,4337,4341],{},[78,4332,3613,4333],{},[108,4334,4336],{"href":4335},"\u002Fplaybook\u002Fcodex-cli-vs-claude-code.html","Codex CLI vs Claude Code 怎么选",[78,4338,3620,4339],{},[108,4340,3624],{"href":3623},[78,4342,3627,4343,3631,4345,3631,4347],{},[108,4344,574],{"href":573},[108,4346,1019],{"href":2723},[108,4348,1572],{"href":1571},[23,4350,873],{"id":873},[75,4352,4353,4359,4366,4371],{},[78,4354,1909,4355],{},[108,4356,4357],{"href":4357,"rel":4358},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli",[112],[78,4360,4361,4362],{},"Features 页：",[108,4363,4364],{"href":4364,"rel":4365},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli\u002Ffeatures",[112],[78,4367,1928,4368],{},[108,4369,3793],{"href":3793,"rel":4370},[112],[78,4372,4373,4374],{},"2026 更新综述：",[108,4375,4376],{"href":4376,"rel":4377},"https:\u002F\u002Fcodex.danielvaughan.com\u002F2026\u002F03\u002F27\u002Fcodex-cli-in-2026-whats-new",[112],[58,4379,4380],{},[35,4381,3670,4382,3673],{},[108,4383,914],{"href":914},[917,4385,4386],{},"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":176,"searchDepth":205,"depth":205,"links":4388},[4389,4390,4391,4392,4397,4398,4399,4400,4401,4402],{"id":25,"depth":194,"text":26},{"id":3224,"depth":194,"text":3224},{"id":429,"depth":194,"text":429},{"id":3921,"depth":194,"text":3922,"children":4393},[4394,4395,4396],{"id":3930,"depth":205,"text":3931},{"id":3959,"depth":205,"text":3960},{"id":3986,"depth":205,"text":3987},{"id":269,"depth":194,"text":270},{"id":3406,"depth":194,"text":3406},{"id":1710,"depth":194,"text":1710},{"id":1811,"depth":194,"text":1812},{"id":812,"depth":194,"text":812},{"id":873,"depth":194,"text":873},"\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。",[4406,4409,4412,4414,4417],{"q":4407,"a":4408},"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":4410,"a":4411},"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":3706,"a":4413},"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":4415,"a":4416},"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":4418,"a":4419},"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。",[949,950],{},[4423,4165,4424,4425],"gpt-5.5","gpt-5-codex-mini","gpt-5.3-codex-spark",[4427,4428,4429],"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",[964,962,963],[4433,4437,4440,4443],{"plan":3876,"price":2876,"limit":4434,"cn_pay":4435,"note":4436},"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":3886,"price":2510,"limit":4438,"cn_pay":4435,"note":4439},"更高额度 + 优先处理 + GPT-5.3-Codex-Spark 研究预览","Agent 重度用户",{"plan":3896,"price":3899,"limit":4441,"cn_pay":3725,"note":4442},"团队管理 + SSO + Codex 含在内","团队档",{"plan":4444,"price":3910,"limit":4445,"cn_pay":3725,"note":4446},"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",[4449,4450],"ai-coding\u002Fcodex-cli-vs-claude-code","ai-coding\u002Fterminal-agent-workflow",{"power":312,"ux":306,"price":306,"cn_support":205,"stability":306},{"title":1566,"description":4404},[4454,4456,4458,4460],{"title":4455,"url":4357},"Codex CLI 官方文档",{"title":4457,"url":4364},"Codex CLI Features 官方",{"title":4459,"url":3793},"Codex CLI GitHub",{"title":4461,"url":4376},"Codex CLI 2026 更新综述","tools\u002Fcoding\u002Fcli\u002Fcodex",[4464,4465,4466,4467],"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",[942,1006,1007,17,3715,4470,3190,1009,4471],"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":4475,"title":4476,"alternatives":4477,"api_compatible":4478,"body":4481,"category":942,"chinese_friendly":205,"cover":5046,"description":5047,"domestic":945,"extension":946,"faq":5048,"free":945,"github":5020,"languages":5061,"meta":5062,"models":5063,"navigation":302,"notSuitable":5066,"opensource":302,"path":5070,"pillar":960,"platforms":5071,"priceTable":5072,"pricing":5085,"published":5086,"relatedPlaybooks":5087,"relatedReviews":947,"score":5089,"self_host":945,"seo":5090,"seoTitle":947,"slug":5091,"sources":5092,"stem":5097,"suitable":5098,"tagline":5103,"tags":5104,"updated":5086,"verdict":5107,"website":5013,"__hash__":5108},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fgemini-cli.md","Gemini CLI",[13,1021,1992],[4479,4480],"gemini","vertex-ai",{"type":20,"value":4482,"toc":5030},[4483,4485,4499,4502,4508,4511,4531,4534,4586,4589,4592,4673,4676,4725,4728,4732,4735,4756,4759,4762,4766,4772,4775,4779,4785,4788,4792,4828,4831,4833,4943,4948,4962,4964,4996,4998,5004,5006,5022,5027],[23,4484,26],{"id":25},[28,4486,4488,4496],{"className":4487},[31,32,33],[35,4489,4490,4492,4493,169],{},[38,4491,40],{}," 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 ",[38,4494,4495],{},"1M token 上下文 + 个人账号免费额度",[35,4497,4498],{},"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。",[23,4500,4501],{"id":4501},"它是什么",[35,4503,4504,4505,4507],{},"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 ",[162,4506,4479],{},"，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。",[35,4509,4510],{},"它的特点不是「最强代码生成」，而是三件事：",[1507,4512,4513,4519,4525],{},[78,4514,4515,4518],{},[38,4516,4517],{},"上下文大","：官方文档强调可访问 Gemini 2.5 Pro 的 1M token context window。",[78,4520,4521,4524],{},[38,4522,4523],{},"免费额度大","：个人 Google 账号入口标注 60 requests\u002Fmin、1,000 requests\u002Fday。",[78,4526,4527,4530],{},[38,4528,4529],{},"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。",[23,4532,4533],{"id":4533},"安装与启动",[171,4535,4537],{"className":173,"code":4536,"language":175,"meta":176,"style":176},"# 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",[162,4538,4539,4544,4552,4556,4561,4572,4576,4581],{"__ignoreMap":176},[180,4540,4541],{"class":182,"line":183},[180,4542,4543],{"class":201},"# 免安装试用\n",[180,4545,4546,4549],{"class":182,"line":194},[180,4547,4548],{"class":197},"npx",[180,4550,4551],{"class":190}," https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\n",[180,4553,4554],{"class":182,"line":205},[180,4555,303],{"emptyLinePlaceholder":302},[180,4557,4558],{"class":182,"line":306},[180,4559,4560],{"class":201},"# 全局安装\n",[180,4562,4563,4565,4567,4569],{"class":182,"line":312},[180,4564,315],{"class":197},[180,4566,318],{"class":190},[180,4568,321],{"class":186},[180,4570,4571],{"class":190}," @google\u002Fgemini-cli\n",[180,4573,4574],{"class":182,"line":327},[180,4575,303],{"emptyLinePlaceholder":302},[180,4577,4578],{"class":182,"line":332},[180,4579,4580],{"class":201},"# 启动当前目录会话\n",[180,4582,4583],{"class":182,"line":338},[180,4584,4585],{"class":197},"gemini\n",[35,4587,4588],{},"要求 Node.js 20+，支持 Windows \u002F macOS \u002F Linux。",[35,4590,4591],{},"常用命令：",[171,4593,4595],{"className":173,"code":4594,"language":175,"meta":176,"style":176},"# 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",[162,4596,4597,4602,4612,4616,4621,4630,4634,4639,4649,4653,4658],{"__ignoreMap":176},[180,4598,4599],{"class":182,"line":183},[180,4600,4601],{"class":201},"# 非交互问答\n",[180,4603,4604,4606,4609],{"class":182,"line":194},[180,4605,4479],{"class":197},[180,4607,4608],{"class":186}," -p",[180,4610,4611],{"class":190}," \"Explain the architecture of this codebase\"\n",[180,4613,4614],{"class":182,"line":205},[180,4615,303],{"emptyLinePlaceholder":302},[180,4617,4618],{"class":182,"line":306},[180,4619,4620],{"class":201},"# 指定模型\n",[180,4622,4623,4625,4627],{"class":182,"line":312},[180,4624,4479],{"class":197},[180,4626,1300],{"class":186},[180,4628,4629],{"class":190}," gemini-2.5-flash\n",[180,4631,4632],{"class":182,"line":327},[180,4633,303],{"emptyLinePlaceholder":302},[180,4635,4636],{"class":182,"line":332},[180,4637,4638],{"class":201},"# 额外包含目录\n",[180,4640,4641,4643,4646],{"class":182,"line":338},[180,4642,4479],{"class":197},[180,4644,4645],{"class":186}," --include-directories",[180,4647,4648],{"class":190}," ..\u002Fdocs,..\u002Fpackages\n",[180,4650,4651],{"class":182,"line":344},[180,4652,303],{"emptyLinePlaceholder":302},[180,4654,4655],{"class":182,"line":352},[180,4656,4657],{"class":201},"# JSON 输出，方便脚本串联\n",[180,4659,4660,4662,4664,4667,4670],{"class":182,"line":357},[180,4661,4479],{"class":197},[180,4663,4608],{"class":186},[180,4665,4666],{"class":190}," \"Summarize open issues\"",[180,4668,4669],{"class":186}," --output-format",[180,4671,4672],{"class":190}," json\n",[23,4674,4675],{"id":4675},"三种认证路径",[415,4677,4678,4690],{},[418,4679,4680],{},[421,4681,4682,4684,4687],{},[424,4683,426],{},[424,4685,4686],{},"适合谁",[424,4688,4689],{},"关键点",[434,4691,4692,4703,4714],{},[421,4693,4694,4697,4700],{},[439,4695,4696],{},"Google OAuth",[439,4698,4699],{},"个人开发者",[439,4701,4702],{},"免费额度最大，上手最简单",[421,4704,4705,4708,4711],{},[439,4706,4707],{},"Gemini API Key",[439,4709,4710],{},"脚本 \u002F CI",[439,4712,4713],{},"更适合自动化，额度跟 API tier 走",[421,4715,4716,4719,4722],{},[439,4717,4718],{},"Vertex AI",[439,4720,4721],{},"企业 \u002F GCP 团队",[439,4723,4724],{},"IAM、审计、合规、配额更可控",[35,4726,4727],{},"个人使用优先 OAuth；生产和团队内使用优先 Vertex AI。",[23,4729,4731],{"id":4730},"mcp-与项目记忆","MCP 与项目记忆",[35,4733,4734],{},"Gemini CLI 支持两类扩展：",[75,4736,4737,4743],{},[78,4738,4739,4742],{},[38,4740,4741],{},"MCP server","：把 GitHub、数据库、内部 API 暴露给 Agent。",[78,4744,4745,4748,4749,4751,4752,4755],{},[38,4746,4747],{},"GEMINI.md","：类似 Claude Code 的 ",[162,4750,168],{}," \u002F Copilot 的 ",[162,4753,4754],{},"AGENTS.md","，用于写项目约定、测试命令、编码风格。",[35,4757,4758],{},"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。",[23,4760,4761],{"id":4761},"真实适用场景",[67,4763,4765],{"id":4764},"_1-大仓库先读懂","1. 大仓库先读懂",[171,4767,4770],{"className":4768,"code":4769,"language":3401,"meta":176},[3399],"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",[162,4771,4769],{"__ignoreMap":176},[35,4773,4774],{},"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。",[67,4776,4778],{"id":4777},"_2-查新资料后改代码","2. 查新资料后改代码",[171,4780,4783],{"className":4781,"code":4782,"language":3401,"meta":176},[3399],"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",[162,4784,4782],{"__ignoreMap":176},[35,4786,4787],{},"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。",[67,4789,4791],{"id":4790},"_3-低成本-issue-triage","3. 低成本 issue triage",[171,4793,4795],{"className":173,"code":4794,"language":175,"meta":176,"style":176},"gh issue list --json title,body \\\n  | gemini -p \"按修复难度给这些 issue 排序，输出 JSON\"\n",[162,4796,4797,4815],{"__ignoreMap":176},[180,4798,4799,4802,4805,4807,4810,4813],{"class":182,"line":183},[180,4800,4801],{"class":197},"gh",[180,4803,4804],{"class":190}," issue",[180,4806,4099],{"class":190},[180,4808,4809],{"class":186}," --json",[180,4811,4812],{"class":190}," title,body",[180,4814,1150],{"class":186},[180,4816,4817,4820,4823,4825],{"class":182,"line":194},[180,4818,4819],{"class":208},"  |",[180,4821,4822],{"class":197}," gemini",[180,4824,4608],{"class":186},[180,4826,4827],{"class":190}," \"按修复难度给这些 issue 排序，输出 JSON\"\n",[35,4829,4830],{},"和 Jules Tools \u002F GitHub CLI 组合时，可以把 Gemini CLI 当「任务分拣器」。",[23,4832,557],{"id":557},[415,4834,4835,4849],{},[418,4836,4837],{},[421,4838,4839,4841,4843,4845,4847],{},[424,4840,566],{},[424,4842,4476],{},[424,4844,574],{},[424,4846,1566],{},[424,4848,1019],{},[434,4850,4851,4867,4883,4899,4916,4931],{},[421,4852,4853,4856,4859,4861,4864],{},[439,4854,4855],{},"默认生态",[439,4857,4858],{},"Google \u002F Gemini",[439,4860,1216],{},[439,4862,4863],{},"OpenAI \u002F ChatGPT",[439,4865,4866],{},"任意模型",[421,4868,4869,4872,4875,4877,4880],{},[439,4870,4871],{},"免费入口",[439,4873,4874],{},"✅ 很强",[439,4876,1584],{},[439,4878,4879],{},"取决于 ChatGPT 订阅",[439,4881,4882],{},"本体免费，模型自费",[421,4884,4885,4888,4891,4894,4897],{},[439,4886,4887],{},"上下文",[439,4889,4890],{},"1M",[439,4892,4893],{},"1M 级别模型可用",[439,4895,4896],{},"取决于模型",[439,4898,4896],{},[421,4900,4901,4904,4907,4910,4913],{},[439,4902,4903],{},"搜索",[439,4905,4906],{},"Google Search 内置",[439,4908,4909],{},"需工具 \u002F MCP",[439,4911,4912],{},"内置 web 能力",[439,4914,4915],{},"取决于模型 \u002F 工具",[421,4917,4918,4921,4924,4927,4929],{},[439,4919,4920],{},"长任务稳定性",[439,4922,4923],{},"中上",[439,4925,4926],{},"强",[439,4928,4926],{},[439,4930,4923],{},[421,4932,4933,4935,4937,4939,4941],{},[439,4934,1579],{},[439,4936,669],{},[439,4938,1584],{},[439,4940,669],{},[439,4942,669],{},[35,4944,4945],{},[38,4946,4947],{},"AIHO 建议：",[75,4949,4950,4953,4956,4959],{},[78,4951,4952],{},"预算敏感 \u002F 想免费试：Gemini CLI",[78,4954,4955],{},"最稳长任务：Claude Code",[78,4957,4958],{},"已有 ChatGPT Plus\u002FPro：Codex CLI",[78,4960,4961],{},"想接国内模型 \u002F 自定义 base_url：Aider",[23,4963,1710],{"id":1710},[1507,4965,4966,4972,4978,4984,4990],{},[78,4967,4968,4971],{},[38,4969,4970],{},"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。",[78,4973,4974,4977],{},[38,4975,4976],{},"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。",[78,4979,4980,4983],{},[38,4981,4982],{},"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。",[78,4985,4986,4989],{},[38,4987,4988],{},"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。",[78,4991,4992,4995],{},[38,4993,4994],{},"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。",[23,4997,1812],{"id":1811},[35,4999,5000,5001,5003],{},"✅ 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。",[3604,5002],{},"\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。",[23,5005,873],{"id":873},[75,5007,5008,5015],{},[78,5009,5010,5011],{},"Gemini CLI 官方文档：",[108,5012,5013],{"href":5013,"rel":5014},"https:\u002F\u002Fgoogle-gemini.github.io\u002Fgemini-cli\u002F",[112],[78,5016,5017,5018],{},"Gemini CLI GitHub：",[108,5019,5020],{"href":5020,"rel":5021},"https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli",[112],[58,5023,5024],{},[35,5025,5026],{},"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。",[917,5028,5029],{},"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":176,"searchDepth":205,"depth":205,"links":5031},[5032,5033,5034,5035,5036,5037,5042,5043,5044,5045],{"id":25,"depth":194,"text":26},{"id":4501,"depth":194,"text":4501},{"id":4533,"depth":194,"text":4533},{"id":4675,"depth":194,"text":4675},{"id":4730,"depth":194,"text":4731},{"id":4761,"depth":194,"text":4761,"children":5038},[5039,5040,5041],{"id":4764,"depth":205,"text":4765},{"id":4777,"depth":205,"text":4778},{"id":4790,"depth":205,"text":4791},{"id":557,"depth":194,"text":557},{"id":1710,"depth":194,"text":1710},{"id":1811,"depth":194,"text":1812},{"id":873,"depth":194,"text":873},"\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。",[5049,5052,5055,5058],{"q":5050,"a":5051},"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":5053,"a":5054},"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":5056,"a":5057},"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":5059,"a":5060},"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。",[950],{},[5064,5065],"gemini-2.5-pro","gemini-2.5-flash",[5067,5068,5069],"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",[964,962,963],[5073,5077,5081],{"plan":5074,"price":1980,"limit":5075,"note":5076},"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":4707,"price":5078,"limit":5079,"note":5080},"按量计费","取决于 AI Studio \u002F API tier","适合自动化脚本和 CI",{"plan":4718,"price":5082,"limit":5083,"note":5084},"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",[5088],"onboarding\u002Fterminal-agent-stack-2026",{"power":306,"ux":205,"price":312,"cn_support":205,"stability":306},{"title":4476,"description":5047},"coding\u002Fcli\u002Fgemini-cli",[5093,5095],{"title":5094,"url":5013},"Gemini CLI 官方文档",{"title":5096,"url":5020},"Gemini CLI GitHub","tools\u002Fcoding\u002Fcli\u002Fgemini-cli",[5099,5100,5101,5102],"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",[942,1006,1007,5105,4479,3190,1009,5106],"google","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":5110,"title":586,"alternatives":5111,"api_compatible":5112,"body":5114,"category":942,"chinese_friendly":312,"cover":5845,"description":5846,"domestic":945,"extension":946,"faq":947,"free":945,"github":5152,"languages":5847,"meta":5848,"models":5849,"navigation":302,"notSuitable":5851,"opensource":302,"path":5856,"pillar":960,"platforms":5857,"priceTable":5858,"pricing":5870,"published":981,"relatedPlaybooks":947,"relatedReviews":947,"score":5871,"self_host":302,"seo":5872,"seoTitle":5873,"slug":15,"sources":5874,"stem":5886,"suitable":5887,"tagline":5893,"tags":5894,"updated":981,"verdict":5896,"website":5798,"__hash__":5897},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fkimi-code.md",[13,14,985],[5113,17],"moonshot",{"type":20,"value":5115,"toc":5825},[5116,5118,5136,5141,5143,5147,5156,5188,5191,5195,5202,5228,5231,5244,5247,5250,5267,5270,5274,5277,5357,5360,5362,5364,5367,5374,5380,5383,5411,5413,5419,5471,5474,5476,5508,5510,5541,5543,5672,5677,5691,5696,5707,5709,5715,5724,5730,5736,5742,5748,5750,5790,5792,5819,5823],[23,5117,26],{"id":25},[28,5119,5121,5126],{"className":5120},[31,32,33],[35,5122,5123,5125],{},[38,5124,40],{}," 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。",[35,5127,48,5128,5131,5132,5135],{},[38,5129,5130],{},"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 ",[38,5133,5134],{},"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。",[58,5137,5138],{},[35,5139,5140],{},"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。",[23,5142,65],{"id":65},[67,5144,5146],{"id":5145},"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",[35,5148,5149,5150,5155],{},"Kimi Code 的核心是 ",[108,5151,5154],{"href":5152,"rel":5153},"https:\u002F\u002Fgithub.com\u002FMoonshotAI\u002FKimi-K2.7-Code",[112],"K2.7 Code 模型","，2026 年 6 月正式开源。关键参数：",[75,5157,5158,5164,5170,5176,5182],{},[78,5159,5160,5163],{},[38,5161,5162],{},"1.1 万亿参数","（1.1T），MoE 架构，激活参数约 60B",[78,5165,5166,5169],{},[38,5167,5168],{},"256K 上下文","——能整库塞进单次对话，长程改造不丢前文",[78,5171,5172,5175],{},[38,5173,5174],{},"代码专项优化","——在 HumanEval、SWE-Bench、LiveCodeBench 等编程基准上对标 Claude Sonnet 4",[78,5177,5178,5181],{},[38,5179,5180],{},"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%",[78,5183,5184,5187],{},[38,5185,5186],{},"MIT 级开源协议","，权重可下载、可自托管、可商用",[35,5189,5190],{},"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。",[67,5192,5194],{"id":5193},"长程任务能力逼近-claude-code","长程任务能力：逼近 Claude Code",[35,5196,5197,5198,5201],{},"Kimi Code 主打的卖点是 ",[38,5199,5200],{},"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：",[171,5203,5205],{"className":173,"code":5204,"language":175,"meta":176,"style":176},"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",[162,5206,5207,5213,5221],{"__ignoreMap":176},[180,5208,5209,5211],{"class":182,"line":183},[180,5210,187],{"class":186},[180,5212,191],{"class":190},[180,5214,5215,5218],{"class":182,"line":194},[180,5216,5217],{"class":197},"kimi-code",[180,5219,5220],{"class":201},"                       # 进入交互模式\n",[180,5222,5223,5225],{"class":182,"line":205},[180,5224,209],{"class":208},[180,5226,5227],{"class":212}," 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",[35,5229,5230],{},"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。",[35,5232,5233,5234,5237,5238,5240,5241,5243],{},"不过要注意，",[38,5235,5236],{},"超长任务（>1 小时）的稳定性仍弱于 Claude Code","。Claude Code 有 ",[162,5239,2205],{}," 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 ",[162,5242,2192],{}," 重来。",[67,5245,5246],{"id":5246},"多模态编程",[35,5248,5249],{},"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\"：",[171,5251,5253],{"className":173,"code":5252,"language":175,"meta":176,"style":176},"> 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",[162,5254,5255,5262],{"__ignoreMap":176},[180,5256,5257,5259],{"class":182,"line":183},[180,5258,209],{"class":208},[180,5260,5261],{"class":212}," 这张报错截图里的栈追踪，定位到对应代码并修复\n",[180,5263,5264],{"class":182,"line":194},[180,5265,5266],{"class":212},"[附图：screenshot.png]\n",[35,5268,5269],{},"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。",[67,5271,5273],{"id":5272},"一行命令安装国内零门槛","一行命令安装，国内零门槛",[35,5275,5276],{},"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：",[171,5278,5280],{"className":173,"code":5279,"language":175,"meta":176,"style":176},"# 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",[162,5281,5282,5286,5299,5303,5307,5318,5322,5327,5336,5340,5344,5350],{"__ignoreMap":176},[180,5283,5284],{"class":182,"line":183},[180,5285,280],{"class":201},[180,5287,5288,5290,5292,5295,5297],{"class":182,"line":194},[180,5289,285],{"class":197},[180,5291,288],{"class":186},[180,5293,5294],{"class":190}," https:\u002F\u002Fcode.kimi.ai\u002Finstall.sh",[180,5296,294],{"class":208},[180,5298,297],{"class":197},[180,5300,5301],{"class":182,"line":205},[180,5302,303],{"emptyLinePlaceholder":302},[180,5304,5305],{"class":182,"line":306},[180,5306,309],{"class":201},[180,5308,5309,5311,5313,5315],{"class":182,"line":312},[180,5310,315],{"class":197},[180,5312,318],{"class":190},[180,5314,321],{"class":186},[180,5316,5317],{"class":190}," kimi-code\n",[180,5319,5320],{"class":182,"line":327},[180,5321,303],{"emptyLinePlaceholder":302},[180,5323,5324],{"class":182,"line":332},[180,5325,5326],{"class":201},"# 用 Kimi 账号登录（微信扫码即可），或填 Moonshot API key\n",[180,5328,5329,5331,5333],{"class":182,"line":338},[180,5330,5217],{"class":197},[180,5332,2640],{"class":190},[180,5334,5335],{"class":190}," login\n",[180,5337,5338],{"class":182,"line":344},[180,5339,303],{"emptyLinePlaceholder":302},[180,5341,5342],{"class":182,"line":352},[180,5343,360],{"class":201},[180,5345,5346,5348],{"class":182,"line":357},[180,5347,187],{"class":186},[180,5349,191],{"class":190},[180,5351,5352,5354],{"class":182,"line":363},[180,5353,5217],{"class":197},[180,5355,5356],{"class":201},"                        # 启动\n",[35,5358,5359],{},"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。",[23,5361,266],{"id":266},[67,5363,388],{"id":388},[35,5365,5366],{},"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。",[35,5368,5369,5370,5373],{},"最直观的差异在 ",[38,5371,5372],{},"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。",[35,5375,5376,5379],{},[38,5377,5378],{},"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。",[67,5381,5382],{"id":5382},"短板",[75,5384,5385,5391,5400,5405],{},[78,5386,5387,5390],{},[38,5388,5389],{},"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",[78,5392,5393,5396,5397,5399],{},[38,5394,5395],{},"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 ",[162,5398,2319],{}," 体系",[78,5401,5402,5404],{},[38,5403,2829],{},"：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）",[78,5406,5407,5410],{},[38,5408,5409],{},"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",[23,5412,406],{"id":406},[35,5414,5415,5416,5418],{},"Kimi Code 工具本体 ",[38,5417,446],{},"。成本来自 K2.7 Code 模型的 API 调用（BYOK 或官方 API）：",[415,5420,5421,5431],{},[418,5422,5423],{},[421,5424,5425,5427,5429],{},[424,5426,426],{},[424,5428,429],{},[424,5430,432],{},[434,5432,5433,5446,5458],{},[421,5434,5435,5440,5443],{},[439,5436,5437],{},[38,5438,5439],{},"Kimi 官方 API",[439,5441,5442],{},"输入 ¥8 \u002F 输出 ¥32 每百万 token（较上代降 30%）",[439,5444,5445],{},"国内最省心，微信支付",[421,5447,5448,5453,5455],{},[439,5449,5450],{},[38,5451,5452],{},"自托管 K2.7 Code",[439,5454,459],{},[439,5456,5457],{},"大企业 \u002F 研究机构，需多卡 A100\u002FH100",[421,5459,5460,5465,5468],{},[439,5461,5462],{},[38,5463,5464],{},"第三方中转",[439,5466,5467],{},"按量，通常更便宜",[439,5469,5470],{},"灵活，但稳定性参差",[35,5472,5473],{},"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。",[23,5475,432],{"id":432},[75,5477,5478,5484,5490,5496,5502],{},[78,5479,5480,5483],{},[38,5481,5482],{},"国内开发者","：不想折腾海外账号、海外卡、代理，微信扫码即用",[78,5485,5486,5489],{},[38,5487,5488],{},"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",[78,5491,5492,5495],{},[38,5493,5494],{},"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",[78,5497,5498,5501],{},[38,5499,5500],{},"预算敏感但要不将就","：想要接近 Claude Code 的能力，又不想月烧 $100+",[78,5503,5504,5507],{},[38,5505,5506],{},"国产化 \u002F 信创要求","：需要国产模型 + 可自托管的 Agent 方案",[23,5509,522],{"id":522},[75,5511,5512,5518,5524,5530,5535],{},[78,5513,5514,5517],{},[38,5515,5516],{},"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",[78,5519,5520,5523],{},[38,5521,5522],{},"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",[78,5525,5526,5529],{},[38,5527,5528],{},"企业级稳定 SLA","：开源版本无承诺，官方 API 也有偶发限流",[78,5531,5532,5534],{},[38,5533,541],{},"：CLI Agent 不是补全器，要 Tab 补全去 Copilot\u002FCursor",[78,5536,5537,5540],{},[38,5538,5539],{},"个人自托管","：1.1T 参数模型硬件门槛高，个人玩不动",[23,5542,557],{"id":557},[415,5544,5545,5566],{},[418,5546,5547],{},[421,5548,5549,5551,5553,5557,5561],{},[424,5550,566],{},[424,5552,586],{},[424,5554,5555],{},[108,5556,574],{"href":573},[424,5558,5559],{},[108,5560,580],{"href":579},[424,5562,5563],{},[108,5564,11],{"href":5565},"\u002Fcoding\u002Fcli\u002Fmimo-code.html",[434,5567,5568,5580,5594,5607,5619,5633,5646,5658],{},[421,5569,5570,5572,5574,5576,5578],{},[439,5571,593],{},[439,5573,599],{},[439,5575,599],{},[439,5577,596],{},[439,5579,599],{},[421,5581,5582,5584,5586,5589,5591],{},[439,5583,625],{},[439,5585,637],{},[439,5587,5588],{},"Claude 系（闭源）",[439,5590,634],{},[439,5592,5593],{},"MiMo（开源 MIT）",[421,5595,5596,5599,5601,5603,5605],{},[439,5597,5598],{},"中文体验",[439,5600,695],{},[439,5602,1630],{},[439,5604,1630],{},[439,5606,695],{},[421,5608,5609,5611,5613,5615,5617],{},[439,5610,95],{},[439,5612,648],{},[439,5614,695],{},[439,5616,648],{},[439,5618,648],{},[421,5620,5621,5623,5626,5629,5631],{},[439,5622,4887],{},[439,5624,5625],{},"256K",[439,5627,5628],{},"200K",[439,5630,651],{},[439,5632,651],{},[421,5634,5635,5637,5640,5642,5644],{},[439,5636,5395],{},[439,5638,5639],{},"★★★☆☆ 早期",[439,5641,695],{},[439,5643,648],{},[439,5645,692],{},[421,5647,5648,5650,5652,5654,5656],{},[439,5649,704],{},[439,5651,707],{},[439,5653,710],{},[439,5655,713],{},[439,5657,716],{},[421,5659,5660,5662,5665,5667,5669],{},[439,5661,429],{},[439,5663,5664],{},"极低（国产 API）",[439,5666,725],{},[439,5668,728],{},[439,5670,5671],{},"免费（MIT）",[35,5673,5674,157],{},[38,5675,5676],{},"选 Kimi Code 如果你",[75,5678,5679,5682,5685,5688],{},[78,5680,5681],{},"国内开发者，受够了海外账号和支付",[78,5683,5684],{},"项目中文为主，想要母语级编程体验",[78,5686,5687],{},"要 256K 长上下文跑大库改造",[78,5689,5690],{},"预算敏感但不想将就能力",[35,5692,5693,157],{},[38,5694,5695],{},"别选 Kimi Code 如果你",[75,5697,5698,5701,5704],{},[78,5699,5700],{},"纯英文国际化项目（Claude\u002FGPT 更 native）",[78,5702,5703],{},"重度依赖插件和 MCP 生态（生态还在早期）",[78,5705,5706],{},"要企业级稳定承诺（开源版无 SLA）",[23,5708,773],{"id":772},[35,5710,5711,5714],{},[38,5712,5713],{},"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。",[35,5716,5717,5720,5721,5723],{},[38,5718,5719],{},"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（",[162,5722,2205],{}," 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。",[35,5725,5726,5729],{},[38,5727,5728],{},"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。",[35,5731,5732,5735],{},[38,5733,5734],{},"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。",[35,5737,5738,5741],{},[38,5739,5740],{},"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。",[35,5743,5744,5747],{},[38,5745,5746],{},"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。",[23,5749,812],{"id":812},[75,5751,5752,5762,5776,5784],{},[78,5753,817,5754,820,5756,820,5758,820,5760],{},[108,5755,574],{"href":573},[108,5757,580],{"href":579},[108,5759,11],{"href":5565},[108,5761,828],{"href":827},[78,5763,831,5764,820,5766,820,5768,820,5772],{},[108,5765,835],{"href":834},[108,5767,842],{"href":841},[108,5769,5771],{"href":5770},"\u002Fwiki\u002Flong-context.html","Long Context",[108,5773,5775],{"href":5774},"\u002Fwiki\u002Fmoe.html","MoE 架构",[78,5777,848,5778,820,5780,820,5782],{},[108,5779,859],{"href":858},[108,5781,855],{"href":854},[108,5783,1497],{"href":1496},[78,5785,862,5786,820,5788],{},[108,5787,866],{"href":865},[108,5789,870],{"href":869},[23,5791,873],{"id":873},[75,5793,5794,5800,5805,5812],{},[78,5795,1902,5796],{},[108,5797,5798],{"href":5798,"rel":5799},"https:\u002F\u002Fcode.kimi.ai",[112],[78,5801,878,5802],{},[108,5803,5152],{"href":5152,"rel":5804},[112],[78,5806,5807,5808],{},"月之暗面平台：",[108,5809,5810],{"href":5810,"rel":5811},"https:\u002F\u002Fplatform.moonshot.cn\u002Fdocs",[112],[78,5813,5814,5815],{},"定价：",[108,5816,5817],{"href":5817,"rel":5818},"https:\u002F\u002Fplatform.moonshot.cn\u002Fpricing",[112],[35,5820,911,5821,915],{},[108,5822,914],{"href":914},[917,5824,919],{},{"title":176,"searchDepth":205,"depth":205,"links":5826},[5827,5828,5834,5838,5839,5840,5841,5842,5843,5844],{"id":25,"depth":194,"text":26},{"id":65,"depth":194,"text":65,"children":5829},[5830,5831,5832,5833],{"id":5145,"depth":205,"text":5146},{"id":5193,"depth":205,"text":5194},{"id":5246,"depth":205,"text":5246},{"id":5272,"depth":205,"text":5273},{"id":266,"depth":194,"text":266,"children":5835},[5836,5837],{"id":388,"depth":205,"text":388},{"id":5382,"depth":205,"text":5382},{"id":406,"depth":194,"text":406},{"id":432,"depth":194,"text":432},{"id":522,"depth":194,"text":522},{"id":557,"depth":194,"text":557},{"id":772,"depth":194,"text":773},{"id":812,"depth":194,"text":812},{"id":873,"depth":194,"text":873},"\u002Fimg\u002Ftools\u002Fkimi-code.webp","Kimi 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port":312,"stability":205},{"title":11,"description":944},[6541,6542,6543,6544,6545],{"title":988,"url":257},{"title":990,"url":887},{"title":992,"url":894},{"title":994,"url":110},{"title":996,"url":907},[999,1000,1001,1002,1003],[942,1006,1007,1008,1009,1010,1011],{"id":6549,"title":580,"alternatives":6550,"api_compatible":6551,"body":6552,"category":942,"chinese_friendly":205,"cover":7501,"description":7502,"domestic":945,"extension":946,"faq":947,"free":945,"github":110,"languages":7503,"meta":7504,"models":7505,"navigation":302,"notSuitable":7509,"opensource":302,"path":7514,"pillar":960,"platforms":7515,"priceTable":7516,"pricing":7528,"published":981,"relatedPlaybooks":947,"relatedReviews":947,"score":7529,"self_host":302,"seo":7530,"seoTitle":7531,"slug":14,"sources":7532,"stem":7543,"suitable":7544,"tagline":7550,"tags":7551,"updated":981,"verdict":7553,"website":7447,"__hash__":7554},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fopencode.md",[13,1021,1992],[2018,17,5105,3199,3202],{"type":20,"value":6553,"toc":7480},[6554,6556,6574,6579,6581,6585,6592,6617,6620,6627,6631,6638,6672,6679,6783,6790,6794,6797,6806,6810,6818,6821,6823,6825,6967,6969,6982,6989,6991,7000,7002,7008,7079,7082,7089,7091,7123,7125,7159,7161,7314,7319,7333,7338,7354,7356,7362,7371,7377,7383,7389,7395,7397,7439,7441,7474,7478],[23,6555,26],{"id":25},[28,6557,6559,6564],{"className":6558},[31,32,33],[35,6560,6561,6563],{},[38,6562,40],{}," 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。",[35,6565,48,6566,6569,6570,6573],{},[38,6567,6568],{},"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 ",[38,6571,6572],{},"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。",[58,6575,6576],{},[35,6577,6578],{},"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。",[23,6580,65],{"id":65},[67,6582,6584],{"id":6583},"终端原生-tui多会话并行","终端原生 TUI，多会话并行",[35,6586,6587,6588,6591],{},"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 ",[162,6589,6590],{},"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。",[171,6593,6595],{"className":173,"code":6594,"language":175,"meta":176,"style":176},"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",[162,6596,6597,6603,6610],{"__ignoreMap":176},[180,6598,6599,6601],{"class":182,"line":183},[180,6600,187],{"class":186},[180,6602,191],{"class":190},[180,6604,6605,6607],{"class":182,"line":194},[180,6606,6590],{"class":197},[180,6608,6609],{"class":201},"                       # 进入 TUI 交互模式\n",[180,6611,6612,6614],{"class":182,"line":205},[180,6613,209],{"class":208},[180,6615,6616],{"class":212}," 把这个 Express 项目迁移到 Fastify，跑通测试再提交\n",[35,6618,6619],{},"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。",[35,6621,6622,6623,6626],{},"TUI 之外，OpenCode 还支持 ",[38,6624,6625],{},"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。",[67,6628,6630],{"id":6629},"_75-模型-byok一个-agent-全通吃","75+ 模型 BYOK，一个 Agent 全通吃",[35,6632,6633,6634,6637],{},"OpenCode 最硬的能力是 ",[38,6635,6636],{},"模型中立","。它不绑死任何厂商，通过 provider 配置接入 75+ 模型，包括：",[75,6639,6640,6645,6650,6655,6661,6666],{},[78,6641,6642,6644],{},[38,6643,1216],{},"：Claude Opus 4 \u002F Sonnet 4 \u002F Haiku 4 全系",[78,6646,6647,6649],{},[38,6648,1249],{},"：GPT-5 \u002F GPT-4.1 \u002F o 系列推理模型",[78,6651,6652,6654],{},[38,6653,1227],{},"：Gemini 2.5 Pro \u002F Flash",[78,6656,6657,6660],{},[38,6658,6659],{},"国产","：DeepSeek-V3、Qwen-Max、GLM-5、Kimi K2",[78,6662,6663,6665],{},[38,6664,1264],{},"：Ollama、LM Studio 任何 GGUF 模型",[78,6667,6668,6671],{},[38,6669,6670],{},"中转","：OpenRouter \u002F 火山引擎 \u002F 硅基流动 一个 key 调全部",[35,6673,6674,6675,6678],{},"配置写在 ",[162,6676,6677],{},"opencode.json"," 里，按模型 \u002F 按场景 \u002F 按成本分配：",[171,6680,6682],{"className":2336,"code":6681,"language":2338,"meta":176,"style":176},"{\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",[162,6683,6684,6688,6695,6724,6749,6775,6779],{"__ignoreMap":176},[180,6685,6686],{"class":182,"line":183},[180,6687,2345],{"class":212},[180,6689,6690,6693],{"class":182,"line":194},[180,6691,6692],{"class":186},"  \"models\"",[180,6694,2353],{"class":212},[180,6696,6697,6700,6703,6706,6708,6711,6713,6716,6718,6721],{"class":182,"line":205},[180,6698,6699],{"class":186},"    \"hard\"",[180,6701,6702],{"class":212},": { ",[180,6704,6705],{"class":186},"\"provider\"",[180,6707,2368],{"class":212},[180,6709,6710],{"class":190},"\"anthropic\"",[180,6712,2388],{"class":212},[180,6714,6715],{"class":186},"\"model\"",[180,6717,2368],{"class":212},[180,6719,6720],{"class":190},"\"claude-sonnet-4\"",[180,6722,6723],{"class":212}," },\n",[180,6725,6726,6729,6731,6733,6735,6738,6740,6742,6744,6747],{"class":182,"line":306},[180,6727,6728],{"class":186},"    \"cheap\"",[180,6730,6702],{"class":212},[180,6732,6705],{"class":186},[180,6734,2368],{"class":212},[180,6736,6737],{"class":190},"\"deepseek\"",[180,6739,2388],{"class":212},[180,6741,6715],{"class":186},[180,6743,2368],{"class":212},[180,6745,6746],{"class":190},"\"deepseek-v3\"",[180,6748,6723],{"class":212},[180,6750,6751,6754,6756,6758,6760,6763,6765,6767,6769,6772],{"class":182,"line":312},[180,6752,6753],{"class":186},"    \"local\"",[180,6755,6702],{"class":212},[180,6757,6705],{"class":186},[180,6759,2368],{"class":212},[180,6761,6762],{"class":190},"\"ollama\"",[180,6764,2388],{"class":212},[180,6766,6715],{"class":186},[180,6768,2368],{"class":212},[180,6770,6771],{"class":190},"\"qwen2.5-coder:32b\"",[180,6773,6774],{"class":212}," }\n",[180,6776,6777],{"class":182,"line":327},[180,6778,2404],{"class":212},[180,6780,6781],{"class":182,"line":332},[180,6782,2409],{"class":212},[35,6784,6785,6786,6789],{},"之后在 TUI 里用 ",[162,6787,6788],{},"\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。",[67,6791,6793],{"id":6792},"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",[35,6795,6796],{},"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。",[35,6798,6799,6800,6802,6803,6805],{},"它同样支持 ",[108,6801,842],{"href":841}," 协议——配置 ",[162,6804,2332],{}," 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。",[67,6807,6809],{"id":6808},"开源-自托管","开源 + 自托管",[35,6811,6812,6813,6817],{},"OpenCode 是 ",[108,6814,6816],{"href":110,"rel":6815},[112],"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。",[35,6819,6820],{},"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。",[23,6822,266],{"id":266},[67,6824,270],{"id":269},[171,6826,6828],{"className":173,"code":6827,"language":175,"meta":176,"style":176},"# 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",[162,6829,6830,6834,6847,6851,6855,6866,6870,6875,6886,6890,6895,6901,6905,6910,6920,6930,6945,6949,6954,6960],{"__ignoreMap":176},[180,6831,6832],{"class":182,"line":183},[180,6833,4022],{"class":201},[180,6835,6836,6838,6840,6843,6845],{"class":182,"line":194},[180,6837,285],{"class":197},[180,6839,288],{"class":186},[180,6841,6842],{"class":190}," https:\u002F\u002Fopencode.ai\u002Finstall.sh",[180,6844,294],{"class":208},[180,6846,297],{"class":197},[180,6848,6849],{"class":182,"line":205},[180,6850,303],{"emptyLinePlaceholder":302},[180,6852,6853],{"class":182,"line":306},[180,6854,2604],{"class":201},[180,6856,6857,6859,6862,6864],{"class":182,"line":312},[180,6858,2609],{"class":197},[180,6860,6861],{"class":190}," https:\u002F\u002Fopencode.ai\u002Finstall.ps1",[180,6863,294],{"class":208},[180,6865,2617],{"class":197},[180,6867,6868],{"class":182,"line":327},[180,6869,303],{"emptyLinePlaceholder":302},[180,6871,6872],{"class":182,"line":332},[180,6873,6874],{"class":201},"# 或 npm 全局安装（需 Node 18+）\n",[180,6876,6877,6879,6881,6883],{"class":182,"line":338},[180,6878,315],{"class":197},[180,6880,318],{"class":190},[180,6882,321],{"class":186},[180,6884,6885],{"class":190}," opencode\n",[180,6887,6888],{"class":182,"line":344},[180,6889,303],{"emptyLinePlaceholder":302},[180,6891,6892],{"class":182,"line":352},[180,6893,6894],{"class":201},"# 验证\n",[180,6896,6897,6899],{"class":182,"line":357},[180,6898,6590],{"class":197},[180,6900,2633],{"class":186},[180,6902,6903],{"class":182,"line":363},[180,6904,303],{"emptyLinePlaceholder":302},[180,6906,6907],{"class":182,"line":8},[180,6908,6909],{"class":201},"# 配置 API key（任选其一）\n",[180,6911,6912,6914,6916,6918],{"class":182,"line":380},[180,6913,1346],{"class":208},[180,6915,1349],{"class":212},[180,6917,1352],{"class":208},[180,6919,1355],{"class":212},[180,6921,6922,6924,6926,6928],{"class":182,"line":1399},[180,6923,1346],{"class":208},[180,6925,1374],{"class":212},[180,6927,1352],{"class":208},[180,6929,1367],{"class":212},[180,6931,6932,6934,6937,6939,6942],{"class":182,"line":1405},[180,6933,1346],{"class":208},[180,6935,6936],{"class":212}," OPENROUTER_API_KEY",[180,6938,1352],{"class":208},[180,6940,6941],{"class":212},"sk-or-...      ",[180,6943,6944],{"class":201},"# 一个 key 调 75+ 模型\n",[180,6946,6947],{"class":182,"line":1416},[180,6948,303],{"emptyLinePlaceholder":302},[180,6950,6951],{"class":182,"line":1426},[180,6952,6953],{"class":201},"# 进项目启动\n",[180,6955,6956,6958],{"class":182,"line":1431},[180,6957,187],{"class":186},[180,6959,191],{"class":190},[180,6961,6962,6964],{"class":182,"line":1437},[180,6963,6590],{"class":197},[180,6965,6966],{"class":201},"                          # 进入 TUI\n",[67,6968,388],{"id":388},[35,6970,6971,6972,6974,6975,6977,6978,6981],{},"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 ",[162,6973,2295],{}," 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 ",[162,6976,6788],{}," 上 Sonnet，跑完切 ",[162,6979,6980],{},"\u002Fmodel cheap"," 让 DeepSeek 补文档，成本可控。",[35,6983,6984,6985,6988],{},"但 ",[38,6986,6987],{},"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。",[67,6990,6572],{"id":6572},[35,6992,6993,6994,6996,6997,6999],{},"第一次配 ",[162,6995,6677],{}," 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 ",[162,6998,2033],{}," 一键启动确实更省心。",[23,7001,406],{"id":406},[35,7003,7004,7005,7007],{},"OpenCode 本身 ",[38,7006,412],{},"——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：",[415,7009,7010,7022],{},[418,7011,7012],{},[421,7013,7014,7017,7020],{},[424,7015,7016],{},"接入方式",[424,7018,7019],{},"单月成本估算",[424,7021,432],{},[434,7023,7024,7035,7046,7057,7068],{},[421,7025,7026,7029,7032],{},[439,7027,7028],{},"DeepSeek-V3（国产）",[439,7030,7031],{},"¥20-100",[439,7033,7034],{},"日常编码，性价比之王",[421,7036,7037,7040,7043],{},[439,7038,7039],{},"Claude Sonnet 4（直连）",[439,7041,7042],{},"$50-300",[439,7044,7045],{},"跑难活，最接近 Claude Code 体验",[421,7047,7048,7051,7054],{},[439,7049,7050],{},"OpenRouter 中转",[439,7052,7053],{},"$10-100",[439,7055,7056],{},"一个 key 切多模型",[421,7058,7059,7062,7065],{},[439,7060,7061],{},"本地 Ollama",[439,7063,7064],{},"¥0（电费）",[439,7066,7067],{},"隐私 \u002F 离线 \u002F 实验",[421,7069,7070,7073,7076],{},[439,7071,7072],{},"GPT-5（直连）",[439,7074,7075],{},"$30-200",[439,7077,7078],{},"代码审查、推理任务",[35,7080,7081],{},"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。",[35,7083,7084,7085,7088],{},"但要注意 ",[38,7086,7087],{},"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。",[23,7090,432],{"id":432},[75,7092,7093,7099,7105,7111,7117],{},[78,7094,7095,7098],{},[38,7096,7097],{},"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",[78,7100,7101,7104],{},[38,7102,7103],{},"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",[78,7106,7107,7110],{},[38,7108,7109],{},"Vim \u002F Neovim \u002F tmux 重度用户","：终端原生 TUI，不破坏既有工作流",[78,7112,7113,7116],{},[38,7114,7115],{},"需要自托管 \u002F 隐私的团队","：MIT 开源 + 本地模型，数据不出内网",[78,7118,7119,7122],{},[38,7120,7121],{},"Claude Code 想找平替","：交互逻辑接近，迁移成本低，省下订阅费",[23,7124,522],{"id":522},[75,7126,7127,7136,7142,7147,7153],{},[78,7128,7129,7132,7133,7135],{},[38,7130,7131],{},"零配置开箱即用","：多模型路由要折腾 ",[162,7134,6677],{},"，新手劝退",[78,7137,7138,7141],{},[38,7139,7140],{},"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",[78,7143,7144,7146],{},[38,7145,541],{},"：OpenCode 是 Agent 不是补全器，要 Tab 补全去 Cursor \u002F Copilot",[78,7148,7149,7152],{},[38,7150,7151],{},"纯 Windows 原生","：TUI 在 Windows Terminal 可用，但部分功能建议 WSL",[78,7154,7155,7158],{},[38,7156,7157],{},"不碰终端的用户","：这是 CLI 工具，全程命令行交互",[23,7160,557],{"id":557},[415,7162,7163,7183],{},[418,7164,7165],{},[421,7166,7167,7169,7171,7175,7179],{},[424,7168,566],{},[424,7170,580],{},[424,7172,7173],{},[108,7174,574],{"href":573},[424,7176,7177],{},[108,7178,1566],{"href":1565},[424,7180,7181],{},[108,7182,1019],{"href":2723},[434,7184,7185,7197,7211,7226,7238,7251,7263,7275,7287,7301],{},[421,7186,7187,7189,7191,7193,7195],{},[439,7188,593],{},[439,7190,596],{},[439,7192,599],{},[439,7194,599],{},[439,7196,599],{},[421,7198,7199,7201,7204,7206,7208],{},[439,7200,1579],{},[439,7202,7203],{},"✅ MIT",[439,7205,1584],{},[439,7207,669],{},[439,7209,7210],{},"✅ Apache",[421,7212,7213,7215,7218,7221,7224],{},[439,7214,6568],{},[439,7216,7217],{},"★★★★★ 75+",[439,7219,7220],{},"★☆☆☆☆ 仅 Claude",[439,7222,7223],{},"★★★★☆ OpenAI 系",[439,7225,695],{},[421,7227,7228,7230,7232,7234,7236],{},[439,7229,2778],{},[439,7231,648],{},[439,7233,695],{},[439,7235,648],{},[439,7237,1630],{},[421,7239,7240,7243,7245,7247,7249],{},[439,7241,7242],{},"TUI 体验",[439,7244,695],{},[439,7246,648],{},[439,7248,1630],{},[439,7250,1630],{},[421,7252,7253,7255,7257,7259,7261],{},[439,7254,6625],{},[439,7256,669],{},[439,7258,2103],{},[439,7260,2822],{},[439,7262,1584],{},[421,7264,7265,7267,7269,7271,7273],{},[439,7266,2829],{},[439,7268,648],{},[439,7270,695],{},[439,7272,1630],{},[439,7274,1584],{},[421,7276,7277,7279,7281,7283,7285],{},[439,7278,429],{},[439,7280,728],{},[439,7282,725],{},[439,7284,725],{},[439,7286,728],{},[421,7288,7289,7291,7294,7296,7298],{},[439,7290,704],{},[439,7292,7293],{},"低（国产模型）",[439,7295,2864],{},[439,7297,2864],{},[439,7299,7300],{},"低",[421,7302,7303,7305,7308,7310,7312],{},[439,7304,484],{},[439,7306,7307],{},"★★★☆☆ 依赖 API",[439,7309,648],{},[439,7311,648],{},[439,7313,648],{},[35,7315,7316,157],{},[38,7317,7318],{},"选 OpenCode 如果你",[75,7320,7321,7324,7327,7330],{},[78,7322,7323],{},"想用 Claude Code 的体验但不想付订阅",[78,7325,7326],{},"需要在多个模型间灵活切换（省钱 \u002F 跑难活 \u002F 隐私）",[78,7328,7329],{},"是 Vim \u002F 终端重度用户，不想装 IDE",[78,7331,7332],{},"团队要自托管，数据不出墙",[35,7334,7335,157],{},[38,7336,7337],{},"别选 OpenCode 如果你",[75,7339,7340,7343,7351],{},[78,7341,7342],{},"要开箱即用、零配置（去 Claude Code \u002F Cursor）",[78,7344,7345,7346,820,7348,1841],{},"要 IDE 内 inline 补全（去 ",[108,7347,1468],{"href":1467},[108,7349,7350],{"href":2924},"Copilot",[78,7352,7353],{},"企业要求稳定 SLA（开源 + BYOK 抖动难避免）",[23,7355,773],{"id":772},[35,7357,7358,7361],{},[38,7359,7360],{},"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。",[35,7363,7364,7367,7368,7370],{},[38,7365,7366],{},"Q：和 Claude Code 比，差在哪？","\nA：长任务稳定性、上下文管理（Claude Code 的 ",[162,7369,2205],{}," 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。",[35,7372,7373,7376],{},[38,7374,7375],{},"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。",[35,7378,7379,7382],{},[38,7380,7381],{},"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。",[35,7384,7385,7388],{},[38,7386,7387],{},"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。",[35,7390,7391,7394],{},[38,7392,7393],{},"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。",[23,7396,812],{"id":812},[75,7398,7399,7410,7421,7433],{},[78,7400,817,7401,820,7403,820,7405,820,7407],{},[108,7402,574],{"href":573},[108,7404,1566],{"href":1565},[108,7406,1019],{"href":2723},[108,7408,4476],{"href":7409},"\u002Fcoding\u002Fcli\u002Fgemini-cli.html",[78,7411,831,7412,820,7414,820,7416,820,7419],{},[108,7413,835],{"href":834},[108,7415,842],{"href":841},[108,7417,3289],{"href":7418},"\u002Fwiki\u002Fbyok.html",[108,7420,1895],{"href":1894},[78,7422,848,7423,820,7425,820,7427,820,7429],{},[108,7424,855],{"href":854},[108,7426,1256],{"href":1255},[108,7428,1497],{"href":1496},[108,7430,7432],{"href":7431},"\u002Fmodels\u002Fqwen-max.html","Qwen-Max",[78,7434,862,7435,820,7437],{},[108,7436,866],{"href":865},[108,7438,3069],{"href":3068},[23,7440,873],{"id":873},[75,7442,7443,7449,7455,7460,7467],{},[78,7444,1902,7445],{},[108,7446,7447],{"href":7447,"rel":7448},"https:\u002F\u002Fopencode.ai",[112],[78,7450,1909,7451],{},[108,7452,7453],{"href":7453,"rel":7454},"https:\u002F\u002Fopencode.ai\u002Fdocs",[112],[78,7456,1928,7457],{},[108,7458,110],{"href":110,"rel":7459},[112],[78,7461,7462,7463],{},"模型支持：",[108,7464,7465],{"href":7465,"rel":7466},"https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fmodels",[112],[78,7468,7469,7470],{},"对比文档：",[108,7471,7472],{"href":7472,"rel":7473},"https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fcomparisons\u002Fclaude-code",[112],[35,7475,911,7476,915],{},[108,7477,914],{"href":914},[917,7479,919],{},{"title":176,"searchDepth":205,"depth":205,"links":7481},[7482,7483,7489,7494,7495,7496,7497,7498,7499,7500],{"id":25,"depth":194,"text":26},{"id":65,"depth":194,"text":65,"children":7484},[7485,7486,7487,7488],{"id":6583,"depth":205,"text":6584},{"id":6629,"depth":205,"text":6630},{"id":6792,"depth":205,"text":6793},{"id":6808,"depth":205,"text":6809},{"id":266,"depth":194,"text":266,"children":7490},[7491,7492,7493],{"id":269,"depth":205,"text":270},{"id":388,"depth":205,"text":388},{"id":6572,"depth":205,"text":6572},{"id":406,"depth":194,"text":406},{"id":432,"depth":194,"text":432},{"id":522,"depth":194,"text":522},{"id":557,"depth":194,"text":557},{"id":772,"depth":194,"text":773},{"id":812,"depth":194,"text":812},{"id":873,"depth":194,"text":873},"\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。",[950],{},[7506,3715,5064,3713,7507,7508],"claude-sonnet-4","qwen-max","75+ 模型",[7510,7511,7512,7513],"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",[962,963,964],[7517,7519,7523],{"plan":7518,"price":446,"limit":968,"cn_pay":969,"note":1609},"开源版（BYOK）",{"plan":7520,"price":446,"limit":7521,"cn_pay":974,"note":7522},"本地模型","Ollama \u002F LM Studio 本地跑","适合离线 \u002F 隐私场景",{"plan":7050,"price":7524,"limit":7525,"cn_pay":7526,"note":7527},"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）",{"power":306,"ux":306,"price":312,"cn_support":205,"stability":205},{"title":580,"description":7502},"OpenCode 评测 2026：开源 AI Coding Agent，Claude Code 免费平替，75+ 模型任意切换",[7533,7535,7537,7539,7541],{"title":7534,"url":7447},"OpenCode 官网",{"title":7536,"url":7453},"OpenCode 官方文档",{"title":7538,"url":110},"GitHub sst\u002Fopencode",{"title":7540,"url":7465},"OpenCode 模型支持列表",{"title":7542,"url":7472},"OpenCode vs Claude Code 对比","tools\u002Fcoding\u002Fcli\u002Fopencode",[7545,7546,7547,7548,7549],"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",[942,1006,1007,1009,3759,7552],"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",{"id":7556,"title":828,"alternatives":7557,"api_compatible":7558,"body":7560,"category":942,"chinese_friendly":312,"cover":8300,"description":8301,"domestic":302,"extension":946,"faq":947,"free":302,"github":8262,"languages":8302,"meta":8303,"models":947,"navigation":302,"notSuitable":947,"opensource":302,"path":8304,"pillar":960,"platforms":8305,"priceTable":8306,"pricing":8326,"published":8327,"relatedPlaybooks":947,"relatedReviews":947,"score":8328,"self_host":945,"seo":8329,"seoTitle":947,"slug":8330,"sources":8331,"stem":8342,"suitable":947,"tagline":8343,"tags":8344,"updated":8327,"verdict":8347,"website":8262,"__hash__":8348},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fqwen-code.md",[5091,13,1992,1021],[17,2018,7559],"google-genai",{"type":20,"value":7561,"toc":8282},[7562,7564,7601,7606,7608,7612,7615,7619,7676,7679,7690,7709,7714,7717,7721,7811,7815,7821,7841,7844,7866,7903,7905,7938,7940,8068,8073,8090,8095,8113,8115,8185,8187,8189,8205,8207,8221,8223,8254,8256,8274,8279],[23,7563,26],{"id":25},[28,7565,7567,7590],{"className":7566},[31,32,33],[35,7568,7569,7571,7572,7575,7576,7578,7579,7581,7582,7584,7585,7589],{},[38,7570,40],{}," 阿里开源的",[38,7573,7574],{},"终端 AI 编码 agent","，和 ",[108,7577,574],{"href":573},"、",[108,7580,4476],{"href":7409}," 同一类——在终端里读文件、跑命令、循环改代码。它从 Google ",[108,7583,4476],{"href":7409}," v0.8.2 fork 而来，针对 ",[108,7586,7588],{"href":7587},"\u002Fmodels\u002Fqwen3-coder.html","Qwen3-Coder"," 模型做了 parser 和 function-calling 调优。",[35,7591,7592,7593,7596,7597,7600],{},"npm 包名 ",[162,7594,7595],{},"@qwen-code\u002Fqwen-code","，命令行入口是 ",[162,7598,7599],{},"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。",[58,7602,7603],{},[35,7604,7605],{},"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。",[23,7607,1056],{"id":1056},[67,7609,7611],{"id":7610},"与-gemini-cli-的血缘","与 Gemini CLI 的血缘",[35,7613,7614],{},"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。",[67,7616,7618],{"id":7617},"agentic-能力","Agentic 能力",[75,7620,7621,7627,7633,7639,7645,7651,7668],{},[78,7622,7623,7626],{},[38,7624,7625],{},"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",[78,7628,7629,7632],{},[38,7630,7631],{},"工作流自动化","：处理 PR、复杂 rebase 等运维型任务",[78,7634,7635,7638],{},[38,7636,7637],{},"增强 parser","：专为 Qwen-Coder 模型优化的解析器",[78,7640,7641,7644],{},[38,7642,7643],{},"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",[78,7646,7647,7650],{},[38,7648,7649],{},"SubAgents \u002F Agent Teams","：分层 agent——主 agent 把聚焦子任务委派给专门 subagent 再汇总",[78,7652,7653,157,7656,7578,7659,7578,7661,7578,7664,7667],{},[38,7654,7655],{},"内置 skills",[162,7657,7658],{},"\u002Freview",[162,7660,2122],{},[162,7662,7663],{},"\u002Floop",[162,7665,7666],{},"\u002Fbugfix"," 等命令",[78,7669,7670,7675],{},[38,7671,7672,7674],{},[108,7673,842],{"href":841}," 支持","：连外部工具和数据",[67,7677,7678],{"id":7678},"上下文与会话管理",[35,7680,7681,7682,7685,7686,7689],{},"针对 token 消耗提供会话级控制（在 ",[162,7683,7684],{},"~\u002F.qwen\u002Fsettings.json"," 配 ",[162,7687,7688],{},"sessionTokenLimit","）：",[75,7691,7692,7698,7703],{},[78,7693,7694,7697],{},[162,7695,7696],{},"\u002Fcompress","：压缩对话历史，在 token 上限内继续",[78,7699,7700,7702],{},[162,7701,2192],{},"：清空历史重新开始",[78,7704,7705,7708],{},[162,7706,7707],{},"\u002Fstats","：查看当前 token 使用和上限",[35,7710,7711,7713],{},[108,7712,7588],{"href":7587}," 原生 256K 上下文，可外推到约 1M。",[23,7715,7716],{"id":7716},"安装与鉴权",[67,7718,7720],{"id":7719},"安装需-nodejs-20npm-官方写-22","安装（需 Node.js 20+，npm 官方写 22+）",[171,7722,7724],{"className":173,"code":7723,"language":175,"meta":176,"style":176},"# 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",[162,7725,7726,7731,7742,7748,7752,7757,7766,7770,7775,7786],{"__ignoreMap":176},[180,7727,7728],{"class":182,"line":183},[180,7729,7730],{"class":201},"# npm 全局安装（最通用）\n",[180,7732,7733,7735,7737,7739],{"class":182,"line":194},[180,7734,315],{"class":197},[180,7736,318],{"class":190},[180,7738,321],{"class":186},[180,7740,7741],{"class":190}," @qwen-code\u002Fqwen-code@latest\n",[180,7743,7744,7746],{"class":182,"line":205},[180,7745,7599],{"class":197},[180,7747,2633],{"class":186},[180,7749,7750],{"class":182,"line":306},[180,7751,303],{"emptyLinePlaceholder":302},[180,7753,7754],{"class":182,"line":312},[180,7755,7756],{"class":201},"# Homebrew（macOS \u002F Linux）\n",[180,7758,7759,7761,7763],{"class":182,"line":327},[180,7760,2587],{"class":197},[180,7762,318],{"class":190},[180,7764,7765],{"class":190}," qwen-code\n",[180,7767,7768],{"class":182,"line":332},[180,7769,303],{"emptyLinePlaceholder":302},[180,7771,7772],{"class":182,"line":338},[180,7773,7774],{"class":201},"# 从源码\n",[180,7776,7777,7780,7783],{"class":182,"line":344},[180,7778,7779],{"class":197},"git",[180,7781,7782],{"class":190}," clone",[180,7784,7785],{"class":190}," https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code.git\n",[180,7787,7788,7790,7793,7796,7798,7800,7802,7804,7806,7808],{"class":182,"line":352},[180,7789,187],{"class":186},[180,7791,7792],{"class":190}," qwen-code",[180,7794,7795],{"class":212}," && ",[180,7797,315],{"class":197},[180,7799,318],{"class":190},[180,7801,7795],{"class":212},[180,7803,315],{"class":197},[180,7805,318],{"class":190},[180,7807,321],{"class":186},[180,7809,7810],{"class":190}," .\n",[67,7812,7814],{"id":7813},"鉴权️-2026-04-15-后免费-oauth-已停用","鉴权（⚠️ 2026-04-15 后免费 OAuth 已停用）",[35,7816,7817,7820],{},[38,7818,7819],{},"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：",[1507,7822,7823,7835],{},[78,7824,7825,7828,7829,7834],{},[38,7826,7827],{},"API Key（推荐）","：阿里云百炼 Model Studio（",[108,7830,7833],{"href":7831,"rel":7832},"https:\u002F\u002Fbailian.console.aliyun.com\u002F",[112],"北京"," \u002F 国际站）申请，或任何 OpenAI \u002F Anthropic \u002F Google GenAI 兼容端点",[78,7836,7837,7840],{},[38,7838,7839],{},"阿里云 Coding Plan","：固定月费，配额更高",[35,7842,7843],{},"国内 \u002F 国际免费额度：",[75,7845,7846,7856],{},[78,7847,7848,7851,7852,7855],{},[38,7849,7850],{},"ModelScope（国内）","：每天 ",[38,7853,7854],{},"2000 次","免费 API 调用",[78,7857,7858,7861,7862,7865],{},[38,7859,7860],{},"OpenRouter（国际）","：每天最多 ",[38,7863,7864],{},"1000 次","免费调用",[171,7867,7869],{"className":173,"code":7868,"language":175,"meta":176,"style":176},"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",[162,7870,7871,7877,7882,7887,7895],{"__ignoreMap":176},[180,7872,7873,7875],{"class":182,"line":183},[180,7874,187],{"class":186},[180,7876,191],{"class":190},[180,7878,7879],{"class":182,"line":194},[180,7880,7881],{"class":197},"qwen\n",[180,7883,7884],{"class":182,"line":205},[180,7885,7886],{"class":201},"# 进入交互界面后：\n",[180,7888,7889,7892],{"class":182,"line":306},[180,7890,7891],{"class":197},"\u002Fauth",[180,7893,7894],{"class":201},"     # 配置 provider \u002F API Key\n",[180,7896,7897,7900],{"class":182,"line":312},[180,7898,7899],{"class":197},"\u002Fhelp",[180,7901,7902],{"class":201},"     # 查看命令\n",[23,7904,1505],{"id":1505},[1507,7906,7907,7913,7919,7925],{},[78,7908,7909,7912],{},[38,7910,7911],{},"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",[78,7914,7915,7918],{},[38,7916,7917],{},"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",[78,7920,7921,7924],{},[38,7922,7923],{},"不需要代理","：用国内 ModelScope \u002F 百炼端点时全程国内网络可达",[78,7926,7927,7930,7931,7935,7936],{},[38,7928,7929],{},"替代\u002F搭配","：要更强模型可接 ",[108,7932,7934],{"href":7933},"\u002Fcoding\u002Fapi\u002Fopenrouter.html","OpenRouter"," 转发；纯开源洁癖可看 ",[108,7937,1019],{"href":2723},[23,7939,557],{"id":557},[415,7941,7942,7962],{},[418,7943,7944],{},[421,7945,7946,7948,7950,7954,7958],{},[424,7947,566],{},[424,7949,828],{},[424,7951,7952],{},[108,7953,4476],{"href":7409},[424,7955,7956],{},[108,7957,574],{"href":573},[424,7959,7960],{},[108,7961,1019],{"href":2723},[434,7963,7964,7980,7998,8012,8026,8041,8054],{},[421,7965,7966,7969,7972,7975,7977],{},[439,7967,7968],{},"出身",[439,7970,7971],{},"Gemini CLI fork",[439,7973,7974],{},"Google 原生",[439,7976,1216],{},[439,7978,7979],{},"独立开源",[421,7981,7982,7985,7989,7992,7995],{},[439,7983,7984],{},"主打模型",[439,7986,7987],{},[108,7988,7588],{"href":7587},[439,7990,7991],{},"Gemini",[439,7993,7994],{},"Claude",[439,7996,7997],{},"任意 API",[421,7999,8000,8002,8005,8007,8010],{},[439,8001,1579],{},[439,8003,8004],{},"★★★★★ Apache",[439,8006,648],{},[439,8008,8009],{},"✗",[439,8011,8004],{},[421,8013,8014,8017,8020,8022,8024],{},[439,8015,8016],{},"国内可用性",[439,8018,8019],{},"★★★★★ 无门槛",[439,8021,1630],{},[439,8023,1630],{},[439,8025,648],{},[421,8027,8028,8031,8034,8036,8038],{},[439,8029,8030],{},"免费额度",[439,8032,8033],{},"★★★★★ 每天 2000 次",[439,8035,648],{},[439,8037,1633],{},[439,8039,8040],{},"按 API 付",[421,8042,8043,8046,8048,8050,8052],{},[439,8044,8045],{},"中文支持",[439,8047,695],{},[439,8049,648],{},[439,8051,648],{},[439,8053,1630],{},[421,8055,8056,8059,8062,8064,8066],{},[439,8057,8058],{},"模型自由度",[439,8060,8061],{},"★★★★☆ 兼容多家",[439,8063,1630],{},[439,8065,1630],{},[439,8067,695],{},[35,8069,8070,157],{},[38,8071,8072],{},"选 Qwen Code 如果你",[75,8074,8075,8078,8084,8087],{},[78,8076,8077],{},"国内开发者、想要免门槛 + 中文友好的终端 agent",[78,8079,8080,8081,8083],{},"想用 ",[108,8082,7588],{"href":7587}," 或免费额度跑日常编码",[78,8085,8086],{},"喜欢 Gemini CLI 那套交互、但要更好的国内可用性",[78,8088,8089],{},"要开源、可接任意 OpenAI 兼容端点",[35,8091,8092,157],{},[38,8093,8094],{},"别选 Qwen Code 如果你",[75,8096,8097,8105,8110],{},[78,8098,8099,8100,820,8102,1841],{},"重度依赖 Claude \u002F GPT 的特定能力（去 ",[108,8101,574],{"href":573},[108,8103,8104],{"href":1565},"Codex",[78,8106,8107,8108,1841],{},"想要最极简、模型完全自选的工具（",[108,8109,1019],{"href":2723},[78,8111,8112],{},"介意 token 消耗偏高",[23,8114,1710],{"id":1710},[75,8116,8117,8126,8140,8146,8166,8172],{},[78,8118,8119,8122,8123,8125],{},[38,8120,8121],{},"免费 OAuth 已死","：2026-04-15 起 Qwen OAuth 停用。老用户升级后会登录失败，必须 ",[162,8124,7891],{}," 重新配 API Key（ModelScope \u002F 百炼 \u002F OpenRouter 等）。",[78,8127,8128,8131,8132,8134,8135,1072,8137,8139],{},[38,8129,8130],{},"token 消耗偏高","：官方明确提示——Qwen Code 每轮可能发多次 API 调用，token 用量和 ",[108,8133,574],{"href":573}," 类似偏高。用 ",[162,8136,7688],{},[162,8138,7696],{}," 控制成本，否则免费额度掉得快。",[78,8141,8142,8145],{},[38,8143,8144],{},"Node 版本","：GitHub 写 20+，npm 写 22+，遇到诡异报错先升到 Node 22 LTS。",[78,8147,8148,8151,8152,8154,8155,8157,8158,8161,8162,8165],{},[38,8149,8150],{},"认准官方包","：官方是 npm 的 ",[162,8153,7595],{},"（binary ",[162,8156,7599],{},"）和 GitHub ",[162,8159,8160],{},"QwenLM\u002Fqwen-code","。网上有同名第三方仓库\u002F教程（如 ",[162,8163,8164],{},"pip install qwen-code-cli","）并非官方，别装错。",[78,8167,8168,8171],{},[38,8169,8170],{},"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。",[78,8173,8174,8177,8178,8181,8182,169],{},[38,8175,8176],{},"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 ",[162,8179,8180],{},"settings.json"," 设 ",[162,8183,8184],{},"vlmSwitchMode",[23,8186,1812],{"id":1811},[35,8188,1815],{},[75,8190,8191,8194,8197,8202],{},[78,8192,8193],{},"国内开发者要免门槛、中文友好的终端 agent",[78,8195,8196],{},"想白嫖 ModelScope 每天 2000 次免费额度",[78,8198,8199,8201],{},[108,8200,7588],{"href":7587}," 用户",[78,8203,8204],{},"喜欢 Gemini CLI 交互但要更好国内体验",[35,8206,1844],{},[75,8208,8209,8212,8215],{},[78,8210,8211],{},"强依赖 Claude \u002F GPT 特定能力",[78,8213,8214],{},"极度在意 token 成本（消耗偏高）",[78,8216,8217,8218,8220],{},"想要模型完全自选的极简工具（",[108,8219,1019],{"href":2723}," 更纯）",[23,8222,812],{"id":812},[75,8224,8225,8235,8239,8249],{},[78,8226,817,8227,820,8229,820,8231,820,8233],{},[108,8228,4476],{"href":7409},[108,8230,574],{"href":573},[108,8232,1019],{"href":2723},[108,8234,8104],{"href":1565},[78,8236,848,8237],{},[108,8238,7588],{"href":7587},[78,8240,831,8241,820,8243,820,8245],{},[108,8242,835],{"href":834},[108,8244,842],{"href":841},[108,8246,8248],{"href":8247},"\u002Fwiki\u002Fcontext-rot.html","Context Rot",[78,8250,8251,8252],{},"API 转发：",[108,8253,7934],{"href":7933},[23,8255,873],{"id":873},[75,8257,8258,8264,8271],{},[78,8259,1928,8260],{},[108,8261,8262],{"href":8262,"rel":8263},"https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code",[112],[78,8265,8266,8267],{},"npm：",[108,8268,8269],{"href":8269,"rel":8270},"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@qwen-code\u002Fqwen-code",[112],[78,8272,8273],{},"资料：morphllm.com \u002F a2a-mcp.org",[35,8275,8276,8277,915],{},"本卡片由 AIHO 编辑部根据官方公开资料整理。所有事实点均标注来源；如发现安装命令 \u002F 鉴权方式 \u002F 免费额度与最新官方信息不一致，请通过 ",[108,8278,914],{"href":914},[917,8280,8281],{},"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 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);}",{"title":176,"searchDepth":205,"depth":205,"links":8283},[8284,8285,8290,8294,8295,8296,8297,8298,8299],{"id":25,"depth":194,"text":26},{"id":1056,"depth":194,"text":1056,"children":8286},[8287,8288,8289],{"id":7610,"depth":205,"text":7611},{"id":7617,"depth":205,"text":7618},{"id":7678,"depth":205,"text":7678},{"id":7716,"depth":194,"text":7716,"children":8291},[8292,8293],{"id":7719,"depth":205,"text":7720},{"id":7813,"depth":205,"text":7814},{"id":1505,"depth":194,"text":1505},{"id":557,"depth":194,"text":557},{"id":1710,"depth":194,"text":1710},{"id":1811,"depth":194,"text":1812},{"id":812,"depth":194,"text":812},{"id":873,"depth":194,"text":873},"\u002Fimg\u002Ftools\u002Fqwen-code.webp","Qwen Code 真实评测：阿里开源的终端 AI 编码 agent，从 Gemini CLI fork 而来、专为 Qwen3-Coder 调优。AIHO 编辑部基于官方 npm\u002FGitHub 与多份资料整理，含安装、鉴权变更、国内免费额度、与 Claude Code\u002FGemini CLI 对比及避坑。",[949,950],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Fqwen-code",[964,962,963],[8307,8311,8314,8318,8322],{"plan":8308,"price":1980,"limit":8309,"cn_pay":3725,"note":8310},"工具本体","开源（Apache），自己跑","费用全在模型 API",{"plan":7850,"price":8030,"limit":8312,"cn_pay":5861,"note":8313},"每天 2000 次 API 调用","国内开发者首选",{"plan":7860,"price":8030,"limit":8315,"cn_pay":8316,"note":8317},"每天最多 1000 次调用","⚠️ 海外卡","全球可用",{"plan":8319,"price":5078,"limit":8320,"cn_pay":669,"note":8321},"阿里云百炼 API Key","Qwen3-Coder 等模型","官方推荐，稳定",{"plan":7839,"price":8323,"limit":8324,"cn_pay":669,"note":8325},"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":306,"ux":306,"price":312,"cn_support":312,"stability":306},{"title":828,"description":8301},"coding\u002Fcli\u002Fqwen-code",[8332,8334,8336,8339],{"title":8333,"url":8262},"Qwen Code GitHub (QwenLM\u002Fqwen-code)",{"title":8335,"url":8269},"@qwen-code\u002Fqwen-code npm",{"title":8337,"url":8338},"Qwen CLI 解析 (morphllm)","https:\u002F\u002Fwww.morphllm.com\u002Fqwen-cli",{"title":8340,"url":8341},"Qwen Code CLI 安装指南 (a2a-mcp.org)","https:\u002F\u002Fa2a-mcp.org\u002Fblog\u002Fqwen-cli-install","tools\u002Fcoding\u002Fcli\u002Fqwen-code","阿里开源的终端 AI 编码 agent，专调 Qwen3-Coder",[942,1007,1006,7599,8345,8346],"open-source","gemini-cli-fork","国内开发者的终端 agent 首选之一：开源免费、ModelScope 每天 2000 次免费额度、对 Qwen3-Coder 调优。从 Gemini CLI fork 而来体验成熟。坑：2026-04-15 砍了免费 OAuth，现在必须配 API Key；token 消耗偏高（同 Claude Code）。","a66FbuS8rz6eMaEqwRQboqqUMkwEW2PF68CtfvM4M9E",{"id":8350,"title":3419,"alternatives":8351,"api_compatible":947,"body":8354,"category":942,"chinese_friendly":205,"cover":8905,"description":8906,"domestic":945,"extension":946,"faq":8907,"free":945,"github":947,"languages":8920,"meta":8921,"models":947,"navigation":302,"notSuitable":947,"opensource":302,"path":8922,"pillar":960,"platforms":8923,"priceTable":8926,"pricing":8943,"published":8944,"relatedPlaybooks":8945,"relatedReviews":947,"score":8947,"self_host":302,"seo":8948,"seoTitle":947,"slug":3196,"sources":8949,"stem":8960,"suitable":947,"tagline":8961,"tags":8962,"updated":2011,"verdict":8966,"website":8967,"__hash__":8968},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code.md",[1022,8352,8353,3197],"coding\u002Fcli\u002Fcontinue","coding\u002Fcli\u002Fopenhands",{"type":20,"value":8355,"toc":8893},[8356,8358,8361,8364,8366,8434,8436,8462,8467,8471,8476,8499,8504,8527,8530,8559,8562,8743,8746,8798,8800,8829,8831,8856,8858],[23,8357,26],{"id":25},[35,8359,8360],{},"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。",[35,8362,8363],{},"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）。",[23,8365,65],{"id":65},[75,8367,8368,8374,8380,8386,8392,8398,8403,8409,8414,8422,8428],{},[78,8369,8370,8373],{},[38,8371,8372],{},"Agentic Loop","：Thought → Plan → Act → Observe 递归循环，错了自动读 stderr + 重试",[78,8375,8376,8379],{},[38,8377,8378],{},"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",[78,8381,8382,8385],{},[38,8383,8384],{},"Boomerang Tasks","：主任务派发 sub-task 到不同 mode + 不同模型，并行 \u002F 串行混合",[78,8387,8388,8391],{},[38,8389,8390],{},"Custom Modes","：自定义 system prompt + 工具集 + 模型，团队级共享",[78,8393,8394,8397],{},[38,8395,8396],{},"Auto-Approve","：连续执行不打断（高风险 → 配白名单）",[78,8399,8400,8402],{},[38,8401,3289],{},"：Anthropic \u002F OpenAI \u002F Google \u002F DeepSeek \u002F xAI \u002F Mistral \u002F OpenRouter \u002F Ollama 本地",[78,8404,8405,8408],{},[38,8406,8407],{},"完整透明","：每步 prompt \u002F cost \u002F context usage 可见",[78,8410,8411,8413],{},[38,8412,2829],{},"：继承 Cline MCP 协议，工具 \u002F 数据源 \u002F 自定义服务器",[78,8415,8416,8421],{},[38,8417,8418],{},[162,8419,8420],{},".rooignore","：限制 AI 可见文件，敏感目录可排除",[78,8423,8424,8427],{},[38,8425,8426],{},"本地优先","：Ollama \u002F vLLM 局域网模型，air-gapped 可用",[78,8429,8430,8433],{},[38,8431,8432],{},"Cloud","：task 存储 + 协作 + remote agent + 团队策略",[23,8435,429],{"id":429},[75,8437,8438,8444,8450,8456],{},[78,8439,8440,8443],{},[38,8441,8442],{},"OSS","：$0（Apache 2.0）；你自付 LLM API",[78,8445,8446,8449],{},[38,8447,8448],{},"Cloud Free","：$0 + 云端基础",[78,8451,8452,8455],{},[38,8453,8454],{},"Cloud Team","：$99\u002F月 + remote agents + 团队治理",[78,8457,8458,8461],{},[38,8459,8460],{},"Enterprise","：Custom + SSO + 审计 + 私有部署",[58,8463,8464],{},[35,8465,8466],{},"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%。",[23,8468,8470],{"id":8469},"实测solo-5-人小团队-typescript-全栈","实测（solo + 5 人小团队 \u002F TypeScript 全栈）",[35,8472,8473],{},[38,8474,8475],{},"亮点：",[75,8477,8478,8481,8484,8487,8493,8496],{},[78,8479,8480],{},"每周多次发布，新特性来得快，社区驱动感强",[78,8482,8483],{},"Boomerang Tasks 重构整目录时效率拉满：Architect Opus 出方案 → Code DeepSeek 实现 → Debug Sonnet 验",[78,8485,8486],{},"自定义 Modes 把团队风格固化，新人接手新仓库 30 分钟上手",[78,8488,8489,8490,8492],{},"Auto-Approve + ",[162,8491,8420],{}," 配好后 80% 任务零打断",[78,8494,8495],{},"BYOK 透明度极高：每个 prompt \u002F cost \u002F context 都可看，比 Cursor 黑盒强",[78,8497,8498],{},"Ollama + Qwen2.5 Coder 本地跑离线场景 OK",[35,8500,8501],{},[38,8502,8503],{},"踩坑：",[75,8505,8506,8509,8512,8515,8518,8521,8524],{},[78,8507,8508],{},"每周快速发布 = 偶发回归，生产仓库别盲跟 latest",[78,8510,8511],{},"Auto-Approve 不配白名单可能误删 \u002F 误覆盖（必须先 commit）",[78,8513,8514],{},"多模式切换初学者会 confused，文档要花时间读",[78,8516,8517],{},"JetBrains 只有实验桥接（要 JetBrains 原生用 Cline）",[78,8519,8520],{},"模型 BYOK 配置门槛比 Cursor 高",[78,8522,8523],{},"Boomerang 并行多 sub-agent 时 token 烧得快，要监控",[78,8525,8526],{},"中文 prompt 表现尚可但 system prompt 仍英文最佳",[23,8528,8529],{"id":8529},"上手",[1507,8531,8532,8538,8541,8544,8550,8556],{},[78,8533,8534,8535,8537],{},"VS Code → Extensions → 搜 ",[162,8536,3419],{}," 安装",[78,8539,8540],{},"设置 → Provider → 添加 Anthropic \u002F OpenAI \u002F Google \u002F OpenRouter \u002F Ollama API Key",[78,8542,8543],{},"选默认 Mode（Code）→ 在侧边栏对话框写需求",[78,8545,8546,8547,8549],{},"启用 Auto-Approve（先 commit！）+ 配 ",[162,8548,8420],{}," 限制范围",[78,8551,8552,8553],{},"多步任务用 Boomerang：在 prompt 写 ",[162,8554,8555],{},"start a subtask in architect mode to plan, then code mode to implement",[78,8557,8558],{},"团队：上 Cloud Team → 共享 Custom Modes + remote agents",[23,8560,8561],{"id":8561},"对比",[415,8563,8564,8579],{},[418,8565,8566],{},[421,8567,8568,8570,8572,8574,8576],{},[424,8569,566],{},[424,8571,3419],{},[424,8573,1572],{},[424,8575,1468],{},[424,8577,8578],{},"Continue",[434,8580,8581,8595,8612,8627,8644,8659,8674,8688,8704,8716,8729],{},[421,8582,8583,8585,8588,8590,8593],{},[439,8584,608],{},[439,8586,8587],{},"Apache 2.0",[439,8589,8587],{},[439,8591,8592],{},"商业",[439,8594,8587],{},[421,8596,8597,8600,8603,8606,8609],{},[439,8598,8599],{},"GitHub Star",[439,8601,8602],{},"23.8K",[439,8604,8605],{},"57.9K",[439,8607,8608],{},"–",[439,8610,8611],{},"19K+",[421,8613,8614,8617,8620,8623,8625],{},[439,8615,8616],{},"安装量",[439,8618,8619],{},"1.55M VS Code",[439,8621,8622],{},"4M+ VS+JB",[439,8624,8608],{},[439,8626,2864],{},[421,8628,8629,8632,8635,8638,8641],{},[439,8630,8631],{},"架构",[439,8633,8634],{},"多模式 + Boomerang",[439,8636,8637],{},"Plan\u002FAct 两阶段",[439,8639,8640],{},"内置 IDE",[439,8642,8643],{},"Chat + Edit",[421,8645,8646,8649,8652,8654,8657],{},[439,8647,8648],{},"多 agent",[439,8650,8651],{},"✅ Boomerang",[439,8653,1584],{},[439,8655,8656],{},"✅ Composer",[439,8658,1584],{},[421,8660,8661,8664,8666,8668,8671],{},[439,8662,8663],{},"自定义 Modes",[439,8665,669],{},[439,8667,1584],{},[439,8669,8670],{},"Cursor Rules",[439,8672,8673],{},"Slash Commands",[421,8675,8676,8679,8682,8684,8686],{},[439,8677,8678],{},"JetBrains",[439,8680,8681],{},"实验桥接",[439,8683,1657],{},[439,8685,1584],{},[439,8687,669],{},[421,8689,8690,8693,8696,8699,8702],{},[439,8691,8692],{},"发布节奏",[439,8694,8695],{},"每周多次",[439,8697,8698],{},"月级稳定",[439,8700,8701],{},"月级",[439,8703,8701],{},[421,8705,8706,8708,8710,8712,8714],{},[439,8707,8396],{},[439,8709,669],{},[439,8711,1618],{},[439,8713,669],{},[439,8715,8608],{},[421,8717,8718,8720,8723,8725,8727],{},[439,8719,3289],{},[439,8721,8722],{},"✅ 完全",[439,8724,8722],{},[439,8726,3464],{},[439,8728,669],{},[421,8730,8731,8733,8736,8739,8741],{},[439,8732,842],{},[439,8734,8735],{},"✅ 继承",[439,8737,8738],{},"✅ 一等",[439,8740,669],{},[439,8742,669],{},[23,8744,8745],{"id":8745},"避坑",[75,8747,8748,8754,8762,8768,8774,8780,8786,8792],{},[78,8749,8750,8753],{},[38,8751,8752],{},"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",[78,8755,8756,157,8759,8761],{},[38,8757,8758],{},"Auto-Approve 必白名单",[162,8760,8420],{}," + git clean 状态 + commit 习惯 = 三道防线",[78,8763,8764,8767],{},[38,8765,8766],{},"Boomerang token 失控","：sub-agent 并行烧得快，月预算告警",[78,8769,8770,8773],{},[38,8771,8772],{},"多模式学习成本","：先用 Code 一种跑顺再加 Architect\u002FDebug",[78,8775,8776,8779],{},[38,8777,8778],{},"MCP 服务器质量参差","：装第三方 server 看 review + 沙盒",[78,8781,8782,8785],{},[38,8783,8784],{},"shell 工具权限","：危险命令（rm -rf \u002F dd）要在 settings 里拉黑",[78,8787,8788,8791],{},[38,8789,8790],{},"JetBrains 用户","：要原生体验请走 Cline；实验桥接稳定性还在演进",[78,8793,8794,8797],{},[38,8795,8796],{},"中文场景","：system prompt + custom modes 用英文写效果最好",[23,8799,1812],{"id":1811},[75,8801,8802,8805,8808,8811,8814,8817,8820,8823,8826],{},[78,8803,8804],{},"✅ Power user \u002F 想跟最新特性的开发者",[78,8806,8807],{},"✅ solo \u002F 小团队 + 多模型混合 + 省 token",[78,8809,8810],{},"✅ 多步重构 \u002F 多文件改动（Boomerang）",[78,8812,8813],{},"✅ 完全透明 + 无供应商锁定",[78,8815,8816],{},"✅ Ollama 本地 \u002F air-gapped 场景",[78,8818,8819],{},"❌ 严格 human-in-the-loop \u002F 受监管行业（Cline）",[78,8821,8822],{},"❌ JetBrains 原生需求（Cline）",[78,8824,8825],{},"❌ 不想配模型 \u002F 不想看 prompt（Cursor \u002F Copilot）",[78,8827,8828],{},"❌ 完全稳定 LTS 需求（每周快速发布）",[23,8830,812],{"id":812},[75,8832,8833,8838,8844,8850],{},[78,8834,8835],{},[108,8836,8837],{"href":3720},"Cline 评测",[78,8839,8840],{},[108,8841,8843],{"href":8842},"\u002Ftools\u002Fcoding\u002Fcli\u002Fcontinue","Continue 评测",[78,8845,8846],{},[108,8847,8849],{"href":8848},"\u002Ftools\u002Fcoding\u002Fcli\u002Fopenhands","OpenHands 评测",[78,8851,8852],{},[108,8853,8855],{"href":8854},"\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","Cursor 评测",[23,8857,873],{"id":873},[1507,8859,8860,8867,8874,8880,8886],{},[78,8861,8862,8863],{},"DevRadar — Roo Code Review 2026（BYOK \u002F Agentic Loop \u002F 模型矩阵）",[108,8864,8865],{"href":8865,"rel":8866},"https:\u002F\u002Fdevradar-dev.github.io\u002Fopen-research\u002Fai-tools\u002Froo-code",[112],[78,8868,8869,8870],{},"RockB — Cline vs Roo Code 2026（Star \u002F 安装 \u002F 多模式架构）",[108,8871,8872],{"href":8872,"rel":8873},"https:\u002F\u002Fbaeseokjae.github.io\u002Fposts\u002Fcline-vs-roo-code-2026",[112],[78,8875,8876,8877],{},"Serenities AI — Roo Code vs Cline 2026（社区 vs 产品路线）",[108,8878,3657],{"href":3657,"rel":8879},[112],[78,8881,8882,8883],{},"Qodo Blog — Roo Code vs Cline（企业治理视角）",[108,8884,3664],{"href":3664,"rel":8885},[112],[78,8887,8888,8889],{},"LLMReference — Roo Code Model Compatibility Matrix ",[108,8890,8891],{"href":8891,"rel":8892},"https:\u002F\u002Fwww.llmreference.com\u002Fagents\u002Froo-code",[112],{"title":176,"searchDepth":205,"depth":205,"links":8894},[8895,8896,8897,8898,8899,8900,8901,8902,8903,8904],{"id":25,"depth":194,"text":26},{"id":65,"depth":194,"text":65},{"id":429,"depth":194,"text":429},{"id":8469,"depth":194,"text":8470},{"id":8529,"depth":194,"text":8529},{"id":8561,"depth":194,"text":8561},{"id":8745,"depth":194,"text":8745},{"id":1811,"depth":194,"text":1812},{"id":812,"depth":194,"text":812},{"id":873,"depth":194,"text":873},"\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。",[8908,8911,8914,8917],{"q":8909,"a":8910},"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":8912,"a":8913},"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":8915,"a":8916},"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":8918,"a":8919},"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。",[950,949],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code",[8924,8925],"vscode","cloud",[8927,8932,8935,8939],{"plan":8928,"price":8929,"features":8930,"notes":8931},"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":8448,"price":1980,"features":8933,"notes":8934},"云端 task 存储 + 协作基础 + remote agent 入门","试水云端能力",{"plan":8454,"price":8936,"features":8937,"notes":8938},"$99\u002F月","团队策略 + remote agents + 跨成员共享 modes + 治理","5+ 人小团队",{"plan":8460,"price":8940,"features":8941,"notes":8942},"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",[8946],"onboarding\u002Fcline-getting-started",{"power":312,"ux":306,"price":312,"cn_support":205,"stability":306},{"title":3419,"description":8906},[8950,8952,8954,8956,8958],{"name":8951,"url":8865,"accessed":2011},"DevRadar — Roo Code Review 2026 (BYOK \u002F Agentic Loop)",{"name":8953,"url":8872,"accessed":2011},"RockB — Cline vs Roo Code 2026 (架构 \u002F Stars \u002F 多模式)",{"name":8955,"url":3657,"accessed":2011},"Serenities AI — Roo Code vs Cline 2026",{"name":8957,"url":3664,"accessed":2011},"Qodo Blog — Roo Code vs Cline (企业治理对比)",{"name":8959,"url":8891,"accessed":2011},"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",[8924,1006,3759,1009,8963,3190,8964,8965],"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":8970,"title":8971,"alternatives":8972,"api_compatible":947,"body":8973,"category":942,"chinese_friendly":194,"cover":9632,"description":9633,"domestic":945,"extension":946,"faq":947,"free":302,"github":9602,"languages":9634,"meta":9635,"models":947,"navigation":302,"notSuitable":947,"opensource":302,"path":9636,"pillar":960,"platforms":9637,"priceTable":9638,"pricing":9654,"published":8327,"relatedPlaybooks":947,"relatedReviews":947,"score":9655,"self_host":945,"seo":9656,"seoTitle":947,"slug":9657,"sources":9658,"stem":9670,"suitable":947,"tagline":9671,"tags":9672,"updated":8327,"verdict":9675,"website":9591,"__hash__":9676},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fwarp.md","Warp",[13,1992,1021,5091],{"type":20,"value":8974,"toc":9614},[8975,8977,8996,9001,9003,9007,9010,9021,9025,9028,9032,9063,9067,9075,9079,9082,9086,9170,9181,9195,9197,9251,9268,9270,9304,9306,9430,9435,9449,9454,9470,9472,9514,9516,9518,9532,9534,9551,9553,9583,9585,9607,9611],[23,8976,26],{"id":25},[28,8978,8980,8989],{"className":8979},[31,32,33],[35,8981,8982,8984,8985,8988],{},[38,8983,40],{}," 用 Rust 重写的 ",[38,8986,8987],{},"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）。",[35,8990,8991,8992,8995],{},"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 ",[38,8993,8994],{},"credit 制","，重度使用月成本高。",[58,8997,8998],{},[35,8999,9000],{},"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。",[23,9002,1056],{"id":1056},[67,9004,9006],{"id":9005},"块状终端blocks","块状终端（Blocks）",[35,9008,9009],{},"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：",[75,9011,9012,9015,9018],{},[78,9013,9014],{},"历史命令一眼区分，点一下就能复制整块输入或输出",[78,9016,9017],{},"块可以分享给同事（连命令带输出）",[78,9019,9020],{},"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",[67,9022,9024],{"id":9023},"ai-命令助手","AI 命令助手",[35,9026,9027],{},"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。",[67,9029,9031],{"id":9030},"warp-agent-云端-agent","Warp Agent + 云端 agent",[75,9033,9034,9040,9050,9056],{},[78,9035,9036,9039],{},[38,9037,9038],{},"本地 agent","：在终端里 agentic 地完成编码任务",[78,9041,9042,9045,9046,9049],{},[38,9043,9044],{},"云端 agent（Cloud Agents）","：关键差异点——",[38,9047,9048],{},"终端关掉后任务还在云端继续跑","，适合长时间自主工作流",[78,9051,9052,9055],{},[38,9053,9054],{},"codebase 索引","：付费档支持单仓库最多 10 万文件索引",[78,9057,9058,9062],{},[38,9059,9060,7674],{},[108,9061,842],{"href":841},"：所有付费档可用",[67,9064,9066],{"id":9065},"oz多-agent-编排2026-06","Oz：多 agent 编排（2026-06）",[35,9068,9069,9070,7578,9072,9074],{},"2026 年 6 月 Warp 推出 Oz 编排层，能在一个统一工作流里协调 ",[108,9071,574],{"href":573},[108,9073,8104],{"href":1565}," 和 Warp Agent——把多个 agent harness 统一调度。",[67,9076,9078],{"id":9077},"warp-drive","Warp Drive",[35,9080,9081],{},"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。",[23,9083,9085],{"id":9084},"价格与运行成本credit-制","价格与运行成本（credit 制）",[415,9087,9088,9102],{},[418,9089,9090],{},[421,9091,9092,9095,9097,9100],{},[424,9093,9094],{},"套餐",[424,9096,429],{},[424,9098,9099],{},"Credits",[424,9101,1209],{},[434,9103,9104,9117,9131,9144,9158],{},[421,9105,9106,9109,9111,9114],{},[439,9107,9108],{},"Free",[439,9110,1980],{},[439,9112,9113],{},"限量 AI + BYO 推理",[439,9115,9116],{},"终端基础功能全免费",[421,9118,9119,9122,9125,9128],{},[439,9120,9121],{},"Build",[439,9123,9124],{},"$20\u002F月（年付 $18）",[439,9126,9127],{},"1500\u002F月",[439,9129,9130],{},"官方推荐，前沿模型全开",[421,9132,9133,9136,9138,9141],{},[439,9134,9135],{},"Max",[439,9137,2510],{},[439,9139,9140],{},"12× Build",[439,9142,9143],{},"重度自主工作流",[421,9145,9146,9149,9152,9155],{},[439,9147,9148],{},"Business",[439,9150,9151],{},"$50\u002Fseat\u002F月",[439,9153,9154],{},"1500\u002F月\u002F人",[439,9156,9157],{},"团队 ZDR + SSO，最多 25 席",[421,9159,9160,9162,9164,9167],{},[439,9161,8460],{},[439,9163,8942],{},[439,9165,9166],{},"定制",[439,9168,9169],{},"BYOLLM + 自托管云 agent",[35,9171,9172,9175,9176,7689],{},[38,9173,9174],{},"credit 消耗要点","（据官方与 ",[108,9177,9180],{"href":9178,"rel":9179},"https:\u002F\u002Ftheaiagentindex.com\u002Fagents\u002Fwarp-ai",[112],"theaiagentindex 评测",[75,9182,9183,9186,9189,9192],{},[78,9184,9185],{},"credit 同时用于云端和本地 agent",[78,9187,9188],{},"用前沿模型（GPT \u002F Claude \u002F Gemini）消耗更快",[78,9190,9191],{},"支持 Reload credits（按量加购，有阶梯折扣）+ auto-reload + 团队消费上限",[78,9193,9194],{},"年付约 9 折",[23,9196,270],{"id":269},[171,9198,9200],{"className":173,"code":9199,"language":175,"meta":176,"style":176},"# 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",[162,9201,9202,9207,9218,9222,9227,9237,9241,9246],{"__ignoreMap":176},[180,9203,9204],{"class":182,"line":183},[180,9205,9206],{"class":201},"# macOS\n",[180,9208,9209,9211,9213,9215],{"class":182,"line":194},[180,9210,2587],{"class":197},[180,9212,318],{"class":190},[180,9214,2592],{"class":186},[180,9216,9217],{"class":190}," warp\n",[180,9219,9220],{"class":182,"line":205},[180,9221,303],{"emptyLinePlaceholder":302},[180,9223,9224],{"class":182,"line":306},[180,9225,9226],{"class":201},"# Windows\n",[180,9228,9229,9232,9234],{"class":182,"line":312},[180,9230,9231],{"class":197},"winget",[180,9233,318],{"class":190},[180,9235,9236],{"class":190}," Warp.Warp\n",[180,9238,9239],{"class":182,"line":327},[180,9240,303],{"emptyLinePlaceholder":302},[180,9242,9243],{"class":182,"line":332},[180,9244,9245],{"class":201},"# Linux（.deb \u002F .rpm \u002F AppImage \u002F pacman，x64 与 ARM64）\n",[180,9247,9248],{"class":182,"line":338},[180,9249,9250],{"class":201},"# 去 https:\u002F\u002Fapp.warp.dev\u002Fget_warp 选对应包\n",[1507,9252,9253,9256,9259,9262,9265],{},[78,9254,9255],{},"安装后用账号登录（国内需代理过验证）",[78,9257,9258],{},"习惯块状输出——每条命令是一个独立块",[78,9260,9261],{},"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",[78,9263,9264],{},"试 Warp Agent：让它跑一个多步骤任务，看它读输出、自动纠错",[78,9266,9267],{},"团队用户配 Warp Drive 共享 workflow",[23,9269,1505],{"id":1505},[1507,9271,9272,9277,9282,9288],{},[78,9273,9274,9276],{},[38,9275,2713],{},"：AI 推理在境外，agent \u002F 命令生成没代理会卡顿",[78,9278,9279,9281],{},[38,9280,2707],{},"：付费档只收海外卡",[78,9283,9284,9287],{},[38,9285,9286],{},"语言","：界面以英文为主，中文支持弱",[78,9289,9290,9292,9293,9295,9296,9298,9299,9303],{},[38,9291,2719],{},"：国内终端 AI 工作流可考虑 ",[108,9294,574],{"href":573},"（配国内中转）、",[108,9297,1019],{"href":2723},"（开源、可接国内模型 API）、",[108,9300,9302],{"href":9301},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html","通义灵码"," 命令行能力",[23,9305,557],{"id":557},[415,9307,9308,9328],{},[418,9309,9310],{},[421,9311,9312,9314,9316,9320,9324],{},[424,9313,566],{},[424,9315,8971],{},[424,9317,9318],{},[108,9319,574],{"href":573},[424,9321,9322],{},[108,9323,1019],{"href":2723},[424,9325,9326],{},[108,9327,8104],{"href":1565},[434,9329,9330,9344,9359,9373,9386,9403,9418],{},[421,9331,9332,9334,9336,9339,9342],{},[439,9333,593],{},[439,9335,8987],{},[439,9337,9338],{},"终端内 agent",[439,9340,9341],{},"终端内 pair programmer",[439,9343,9338],{},[421,9345,9346,9349,9352,9355,9357],{},[439,9347,9348],{},"终端 UX 革新",[439,9350,9351],{},"★★★★★ 块状\u002F编辑",[439,9353,9354],{},"★★★☆☆ 普通终端跑",[439,9356,1630],{},[439,9358,1630],{},[421,9360,9361,9364,9367,9369,9371],{},[439,9362,9363],{},"云端 agent",[439,9365,9366],{},"★★★★★ 有",[439,9368,8009],{},[439,9370,8009],{},[439,9372,1630],{},[421,9374,9375,9377,9380,9382,9384],{},[439,9376,1579],{},[439,9378,9379],{},"★★★★☆ 客户端 AGPLv3",[439,9381,8009],{},[439,9383,8004],{},[439,9385,648],{},[421,9387,9388,9391,9394,9397,9400],{},[439,9389,9390],{},"模型灵活度",[439,9392,9393],{},"★★★★☆ 多家 + BYOK",[439,9395,9396],{},"★★★☆☆ 主 Claude",[439,9398,9399],{},"★★★★★ 任意 API",[439,9401,9402],{},"★★★☆☆ 主 OpenAI",[421,9404,9405,9408,9411,9413,9416],{},[439,9406,9407],{},"成本可预测性",[439,9409,9410],{},"★★★☆☆ credit 制",[439,9412,648],{},[439,9414,9415],{},"★★★★★ 按 API 付",[439,9417,648],{},[421,9419,9420,9422,9424,9426,9428],{},[439,9421,8016],{},[439,9423,1633],{},[439,9425,1630],{},[439,9427,648],{},[439,9429,1630],{},[35,9431,9432,157],{},[38,9433,9434],{},"选 Warp 如果你",[75,9436,9437,9440,9443,9446],{},[78,9438,9439],{},"想要根本性更好的终端 UX（块状输出 + 现代编辑）",[78,9441,9442],{},"需要云端 agent 跑关终端也不停的长任务",[78,9444,9445],{},"mac \u002F Linux 用户、能搞定网络和支付",[78,9447,9448],{},"想要一个 GUI 化、可分享、可团队协作的终端",[35,9450,9451,157],{},[38,9452,9453],{},"别选 Warp 如果你",[75,9455,9456,9461,9464,9467],{},[78,9457,9458,9459,1841],{},"重度使用且预算敏感（credit 制不如按 API 付划算，去 ",[108,9460,1019],{"href":2723},[78,9462,9463],{},"Windows 重度用户（打磨不如 mac\u002FLinux）",[78,9465,9466],{},"国内 + 不想折腾代理",[78,9468,9469],{},"只想要纯净轻量终端（用 iTerm2 \u002F Alacritty）",[23,9471,1710],{"id":1710},[75,9473,9474,9480,9490,9496,9502,9508],{},[78,9475,9476,9479],{},[38,9477,9478],{},"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。",[78,9481,9482,9485,9486,9489],{},[38,9483,9484],{},"Windows 打磨落后","：据 ",[108,9487,9180],{"href":9178,"rel":9488},[112],"，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。",[78,9491,9492,9495],{},[38,9493,9494],{},"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。",[78,9497,9498,9501],{},[38,9499,9500],{},"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。",[78,9503,9504,9507],{},[38,9505,9506],{},"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 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重度用户",[78,9546,9547],{},"国内首选且不想配代理",[78,9549,9550],{},"偏好极简纯净终端",[23,9552,812],{"id":812},[75,9554,9555,9565,9573],{},[78,9556,817,9557,820,9559,820,9561,820,9563],{},[108,9558,574],{"href":573},[108,9560,1019],{"href":2723},[108,9562,8104],{"href":1565},[108,9564,4476],{"href":7409},[78,9566,831,9567,820,9569,820,9571],{},[108,9568,835],{"href":834},[108,9570,842],{"href":841},[108,9572,8248],{"href":8247},[78,9574,848,9575,820,9579],{},[108,9576,9578],{"href":9577},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[108,9580,9582],{"href":9581},"\u002Fmodels\u002Fgpt-5-1-codex-max.html","GPT-5.1-Codex-Max",[23,9584,873],{"id":873},[75,9586,9587,9598,9604],{},[78,9588,1902,9589,9593,9594],{},[108,9590,9591],{"href":9591,"rel":9592},"https:\u002F\u002Fwarp.dev",[112]," ｜ 定价：",[108,9595,9596],{"href":9596,"rel":9597},"https:\u002F\u002Fwww.warp.dev\u002Fpricing",[112],[78,9599,1928,9600],{},[108,9601,9602],{"href":9602,"rel":9603},"https:\u002F\u002Fgithub.com\u002Fwarpdotdev\u002FWarp",[112],[78,9605,9606],{},"第三方评测：aitools.inc \u002F theaiagentindex.com",[35,9608,911,9609,915],{},[108,9610,914],{"href":914},[917,9612,9613],{},"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 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