[{"data":1,"prerenderedAt":11980},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"tool-tools\u002Fcoding\u002Fcli\u002Fkimi-code":9,"tool-stats-coding\u002Fcli\u002Fkimi-code":962,"cat-rank-coding-cli":964,"tool-related-coding\u002Fcli\u002Fkimi-code":9641,"tool-alts-coding\u002Fcli\u002Fkimi-code":9642,"tool-reviews-coding\u002Fcli\u002Fkimi-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":890,"chinese_friendly":263,"cover":891,"description":892,"domestic":893,"extension":894,"faq":895,"free":893,"github":73,"languages":896,"meta":899,"models":900,"navigation":253,"notSuitable":902,"opensource":253,"path":907,"pillar":908,"platforms":909,"priceTable":913,"pricing":928,"published":929,"relatedPlaybooks":895,"relatedReviews":895,"score":930,"self_host":253,"seo":931,"seoTitle":932,"slug":933,"sources":934,"stem":946,"suitable":947,"tagline":953,"tags":954,"updated":929,"verdict":960,"website":837,"__hash__":961},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fkimi-code.md","Kimi Code",[13,14,15],"coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fopencode","coding\u002Fcli\u002Fmimo-code",[17,18],"moonshot","openai",{"type":20,"value":21,"toc":870},"minimark",[22,27,53,59,62,67,78,112,115,119,126,171,174,189,192,195,212,215,219,222,324,327,330,333,336,343,349,352,382,385,392,454,457,459,491,494,526,529,684,690,704,709,720,724,730,739,745,751,757,763,766,827,830,859,866],[23,24,26],"h2",{"id":25},"tldr","TL;DR",[28,29,34,42],"div",{"className":30},[31,32,33],"card","p-5","my-4",[35,36,37,41],"p",{},[38,39,40],"strong",{},"一句话："," 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。",[35,43,44,45,48,49,52],{},"最大价值是 ",[38,46,47],{},"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 ",[38,50,51],{},"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。",[54,55,56],"blockquote",{},[35,57,58],{},"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。",[23,60,61],{"id":61},"核心能力",[63,64,66],"h3",{"id":65},"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",[35,68,69,70,77],{},"Kimi Code 的核心是 ",[71,72,76],"a",{"href":73,"rel":74},"https:\u002F\u002Fgithub.com\u002FMoonshotAI\u002FKimi-K2.7-Code",[75],"nofollow","K2.7 Code 模型","，2026 年 6 月正式开源。关键参数：",[79,80,81,88,94,100,106],"ul",{},[82,83,84,87],"li",{},[38,85,86],{},"1.1 万亿参数","（1.1T），MoE 架构，激活参数约 60B",[82,89,90,93],{},[38,91,92],{},"256K 上下文","——能整库塞进单次对话，长程改造不丢前文",[82,95,96,99],{},[38,97,98],{},"代码专项优化","——在 HumanEval、SWE-Bench、LiveCodeBench 等编程基准上对标 Claude Sonnet 4",[82,101,102,105],{},[38,103,104],{},"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%",[82,107,108,111],{},[38,109,110],{},"MIT 级开源协议","，权重可下载、可自托管、可商用",[35,113,114],{},"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。",[63,116,118],{"id":117},"长程任务能力逼近-claude-code","长程任务能力：逼近 Claude Code",[35,120,121,122,125],{},"Kimi Code 主打的卖点是 ",[38,123,124],{},"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：",[127,128,133],"pre",{"className":129,"code":130,"language":131,"meta":132,"style":132},"language-bash shiki shiki-themes github-light github-dark","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","bash","",[134,135,136,149,160],"code",{"__ignoreMap":132},[137,138,141,145],"span",{"class":139,"line":140},"line",1,[137,142,144],{"class":143},"sj4cs","cd",[137,146,148],{"class":147},"sZZnC"," your-project\n",[137,150,152,156],{"class":139,"line":151},2,[137,153,155],{"class":154},"sScJk","kimi-code",[137,157,159],{"class":158},"sJ8bj","                       # 进入交互模式\n",[137,161,163,167],{"class":139,"line":162},3,[137,164,166],{"class":165},"szBVR",">",[137,168,170],{"class":169},"sVt8B"," 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",[35,172,173],{},"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。",[35,175,176,177,180,181,184,185,188],{},"不过要注意，",[38,178,179],{},"超长任务（>1 小时）的稳定性仍弱于 Claude Code","。Claude Code 有 ",[134,182,183],{},"\u002Fcompact"," 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 ",[134,186,187],{},"\u002Fclear"," 重来。",[63,190,191],{"id":191},"多模态编程",[35,193,194],{},"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\"：",[127,196,198],{"className":129,"code":197,"language":131,"meta":132,"style":132},"> 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",[134,199,200,207],{"__ignoreMap":132},[137,201,202,204],{"class":139,"line":140},[137,203,166],{"class":165},[137,205,206],{"class":169}," 这张报错截图里的栈追踪，定位到对应代码并修复\n",[137,208,209],{"class":139,"line":151},[137,210,211],{"class":169},"[附图：screenshot.png]\n",[35,213,214],{},"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。",[63,216,218],{"id":217},"一行命令安装国内零门槛","一行命令安装，国内零门槛",[35,220,221],{},"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：",[127,223,225],{"className":129,"code":224,"language":131,"meta":132,"style":132},"# 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",[134,226,227,232,249,255,261,276,281,287,298,303,309,316],{"__ignoreMap":132},[137,228,229],{"class":139,"line":140},[137,230,231],{"class":158},"# 一行命令安装\n",[137,233,234,237,240,243,246],{"class":139,"line":151},[137,235,236],{"class":154},"curl",[137,238,239],{"class":143}," -fsSL",[137,241,242],{"class":147}," https:\u002F\u002Fcode.kimi.ai\u002Finstall.sh",[137,244,245],{"class":165}," |",[137,247,248],{"class":154}," bash\n",[137,250,251],{"class":139,"line":162},[137,252,254],{"emptyLinePlaceholder":253},true,"\n",[137,256,258],{"class":139,"line":257},4,[137,259,260],{"class":158},"# 或 npm\n",[137,262,264,267,270,273],{"class":139,"line":263},5,[137,265,266],{"class":154},"npm",[137,268,269],{"class":147}," install",[137,271,272],{"class":143}," -g",[137,274,275],{"class":147}," kimi-code\n",[137,277,279],{"class":139,"line":278},6,[137,280,254],{"emptyLinePlaceholder":253},[137,282,284],{"class":139,"line":283},7,[137,285,286],{"class":158},"# 用 Kimi 账号登录（微信扫码即可），或填 Moonshot API key\n",[137,288,290,292,295],{"class":139,"line":289},8,[137,291,155],{"class":154},[137,293,294],{"class":147}," auth",[137,296,297],{"class":147}," login\n",[137,299,301],{"class":139,"line":300},9,[137,302,254],{"emptyLinePlaceholder":253},[137,304,306],{"class":139,"line":305},10,[137,307,308],{"class":158},"# 进项目\n",[137,310,312,314],{"class":139,"line":311},11,[137,313,144],{"class":143},[137,315,148],{"class":147},[137,317,319,321],{"class":139,"line":318},12,[137,320,155],{"class":154},[137,322,323],{"class":158},"                        # 启动\n",[35,325,326],{},"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。",[23,328,329],{"id":329},"使用体验",[63,331,332],{"id":332},"日常体感",[35,334,335],{},"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。",[35,337,338,339,342],{},"最直观的差异在 ",[38,340,341],{},"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。",[35,344,345,348],{},[38,346,347],{},"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。",[63,350,351],{"id":351},"短板",[79,353,354,360,370,376],{},[82,355,356,359],{},[38,357,358],{},"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",[82,361,362,365,366,369],{},[38,363,364],{},"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 ",[134,367,368],{},".claude\u002Fcommands\u002F"," 体系",[82,371,372,375],{},[38,373,374],{},"MCP 支持","：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）",[82,377,378,381],{},[38,379,380],{},"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",[23,383,384],{"id":384},"价格与运行成本",[35,386,387,388,391],{},"Kimi Code 工具本体 ",[38,389,390],{},"免费","。成本来自 K2.7 Code 模型的 API 调用（BYOK 或官方 API）：",[393,394,395,411],"table",{},[396,397,398],"thead",{},[399,400,401,405,408],"tr",{},[402,403,404],"th",{},"路径",[402,406,407],{},"价格",[402,409,410],{},"适用场景",[412,413,414,428,441],"tbody",{},[399,415,416,422,425],{},[417,418,419],"td",{},[38,420,421],{},"Kimi 官方 API",[417,423,424],{},"输入 ¥8 \u002F 输出 ¥32 每百万 token（较上代降 30%）",[417,426,427],{},"国内最省心，微信支付",[399,429,430,435,438],{},[417,431,432],{},[38,433,434],{},"自托管 K2.7 Code",[417,436,437],{},"免费（需硬件）",[417,439,440],{},"大企业 \u002F 研究机构，需多卡 A100\u002FH100",[399,442,443,448,451],{},[417,444,445],{},[38,446,447],{},"第三方中转",[417,449,450],{},"按量，通常更便宜",[417,452,453],{},"灵活，但稳定性参差",[35,455,456],{},"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。",[23,458,410],{"id":410},[79,460,461,467,473,479,485],{},[82,462,463,466],{},[38,464,465],{},"国内开发者","：不想折腾海外账号、海外卡、代理，微信扫码即用",[82,468,469,472],{},[38,470,471],{},"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",[82,474,475,478],{},[38,476,477],{},"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",[82,480,481,484],{},[38,482,483],{},"预算敏感但要不将就","：想要接近 Claude Code 的能力，又不想月烧 $100+",[82,486,487,490],{},[38,488,489],{},"国产化 \u002F 信创要求","：需要国产模型 + 可自托管的 Agent 方案",[23,492,493],{"id":493},"不适用场景",[79,495,496,502,508,514,520],{},[82,497,498,501],{},[38,499,500],{},"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",[82,503,504,507],{},[38,505,506],{},"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",[82,509,510,513],{},[38,511,512],{},"企业级稳定 SLA","：开源版本无承诺，官方 API 也有偶发限流",[82,515,516,519],{},[38,517,518],{},"IDE 内 inline 补全","：CLI Agent 不是补全器，要 Tab 补全去 Copilot\u002FCursor",[82,521,522,525],{},[38,523,524],{},"个人自托管","：1.1T 参数模型硬件门槛高，个人玩不动",[23,527,528],{"id":528},"与同类怎么选",[393,530,531,558],{},[396,532,533],{},[399,534,535,538,540,546,552],{},[402,536,537],{},"维度",[402,539,11],{},[402,541,542],{},[71,543,545],{"href":544},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[402,547,548],{},[71,549,551],{"href":550},"\u002Fcoding\u002Fcli\u002Fopencode.html","OpenCode",[402,553,554],{},[71,555,557],{"href":556},"\u002Fcoding\u002Fcli\u002Fmimo-code.html","MiMo Code",[412,559,560,575,592,607,621,637,651,668],{},[399,561,562,565,568,570,573],{},[417,563,564],{},"形态",[417,566,567],{},"CLI",[417,569,567],{},[417,571,572],{},"CLI（TUI）",[417,574,567],{},[399,576,577,580,583,586,589],{},[417,578,579],{},"模型",[417,581,582],{},"K2.7 Code（开源）",[417,584,585],{},"Claude 系（闭源）",[417,587,588],{},"75+ 任选",[417,590,591],{},"MiMo（开源 MIT）",[399,593,594,597,600,603,605],{},[417,595,596],{},"中文体验",[417,598,599],{},"★★★★★",[417,601,602],{},"★★★☆☆",[417,604,602],{},[417,606,599],{},[399,608,609,612,615,617,619],{},[417,610,611],{},"长程任务",[417,613,614],{},"★★★★☆",[417,616,599],{},[417,618,614],{},[417,620,614],{},[399,622,623,626,629,632,635],{},[417,624,625],{},"上下文",[417,627,628],{},"256K",[417,630,631],{},"200K",[417,633,634],{},"看模型",[417,636,634],{},[399,638,639,641,644,646,648],{},[417,640,364],{},[417,642,643],{},"★★★☆☆ 早期",[417,645,599],{},[417,647,614],{},[417,649,650],{},"★★☆☆☆ V0.1",[399,652,653,656,659,662,665],{},[417,654,655],{},"国内门槛",[417,657,658],{},"★★★★★ 极低",[417,660,661],{},"★☆☆☆☆ 高",[417,663,664],{},"★★★★☆ 低",[417,666,667],{},"★★★★★ 低",[399,669,670,672,675,678,681],{},[417,671,407],{},[417,673,674],{},"极低（国产 API）",[417,676,677],{},"$20-$200\u002F月",[417,679,680],{},"免费（BYOK）",[417,682,683],{},"免费（MIT）",[35,685,686,689],{},[38,687,688],{},"选 Kimi Code 如果你","：",[79,691,692,695,698,701],{},[82,693,694],{},"国内开发者，受够了海外账号和支付",[82,696,697],{},"项目中文为主，想要母语级编程体验",[82,699,700],{},"要 256K 长上下文跑大库改造",[82,702,703],{},"预算敏感但不想将就能力",[35,705,706,689],{},[38,707,708],{},"别选 Kimi Code 如果你",[79,710,711,714,717],{},[82,712,713],{},"纯英文国际化项目（Claude\u002FGPT 更 native）",[82,715,716],{},"重度依赖插件和 MCP 生态（生态还在早期）",[82,718,719],{},"要企业级稳定承诺（开源版无 SLA）",[23,721,723],{"id":722},"faq","FAQ",[35,725,726,729],{},[38,727,728],{},"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。",[35,731,732,735,736,738],{},[38,733,734],{},"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（",[134,737,183],{}," 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。",[35,740,741,744],{},[38,742,743],{},"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。",[35,746,747,750],{},[38,748,749],{},"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。",[35,752,753,756],{},[38,754,755],{},"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。",[35,758,759,762],{},[38,760,761],{},"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。",[23,764,765],{"id":765},"相关阅读",[79,767,768,782,801,816],{},[82,769,770,771,773,774,773,776,773,778],{},"同类对比：",[71,772,545],{"href":544}," \u002F ",[71,775,551],{"href":550},[71,777,557],{"href":556},[71,779,781],{"href":780},"\u002Fcoding\u002Fcli\u002Fqwen-code.html","Qwen Code",[82,783,784,785,773,789,773,793,773,797],{},"概念：",[71,786,788],{"href":787},"\u002Fwiki\u002Fai-agent.html","AI Agent",[71,790,792],{"href":791},"\u002Fwiki\u002Fmcp.html","MCP",[71,794,796],{"href":795},"\u002Fwiki\u002Flong-context.html","Long Context",[71,798,800],{"href":799},"\u002Fwiki\u002Fmoe.html","MoE 架构",[82,802,803,804,773,808,773,812],{},"模型：",[71,805,807],{"href":806},"\u002Fmodels\u002Fkimi-k2.7-code.html","Kimi K2.7 Code",[71,809,811],{"href":810},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[71,813,815],{"href":814},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[82,817,818,819,773,823],{},"进阶：",[71,820,822],{"href":821},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[71,824,826],{"href":825},"\u002Fwiki\u002Fcn-coding-models.html","国产大模型编程",[23,828,829],{"id":829},"来源",[79,831,832,839,845,852],{},[82,833,834,835],{},"官网：",[71,836,837],{"href":837,"rel":838},"https:\u002F\u002Fcode.kimi.ai",[75],[82,840,841,842],{},"开源仓库：",[71,843,73],{"href":73,"rel":844},[75],[82,846,847,848],{},"月之暗面平台：",[71,849,850],{"href":850,"rel":851},"https:\u002F\u002Fplatform.moonshot.cn\u002Fdocs",[75],[82,853,854,855],{},"定价：",[71,856,857],{"href":857,"rel":858},"https:\u002F\u002Fplatform.moonshot.cn\u002Fpricing",[75],[35,860,861,862,865],{},"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 ",[71,863,864],{"href":864},"\u002Fsubmit"," 反馈。",[867,868,869],"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":132,"searchDepth":162,"depth":162,"links":871},[872,873,879,883,884,885,886,887,888,889],{"id":25,"depth":151,"text":26},{"id":61,"depth":151,"text":61,"children":874},[875,876,877,878],{"id":65,"depth":162,"text":66},{"id":117,"depth":162,"text":118},{"id":191,"depth":162,"text":191},{"id":217,"depth":162,"text":218},{"id":329,"depth":151,"text":329,"children":880},[881,882],{"id":332,"depth":162,"text":332},{"id":351,"depth":162,"text":351},{"id":384,"depth":151,"text":384},{"id":410,"depth":151,"text":410},{"id":493,"depth":151,"text":493},{"id":528,"depth":151,"text":528},{"id":722,"depth":151,"text":723},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"cli","\u002Fimg\u002Ftools\u002Fkimi-code.webp","Kimi Code 2026 真实评测：月之暗面推出的国产 CLI Agent，搭载开源 K2.7 Code 万亿参数模型，256K 上下文、Token 成本降 30%、中文编程体验一流。本文整理安装使用、长程任务能力、多模态编程、价格、与 Claude Code \u002F MiMo Code 的区别。",false,"md",null,[897,898],"zh","en",{},[901],"kimi-k2.7-code",[903,904,905,906],"纯英文\u002F国际化项目（英文表现不如 Claude\u002FGPT）","需要丰富插件生态和 MCP 工具链（生态尚早期）","要求企业级 SLA 与稳定承诺的开源版本","IDE 内 inline 补全场景（CLI 工具非补全器）","\u002Ftools\u002Fcoding\u002Fcli\u002Fkimi-code","coding",[910,911,912],"macos","linux","windows",[914,918,923],{"plan":915,"price":390,"limit":916,"cn_pay":917,"note":434},"开源模型（BYOK）","仅承担 API token 成本","✅ 支付宝\u002F微信",{"plan":421,"price":919,"limit":920,"cn_pay":921,"note":922},"按 token 计费","输入 ¥8 \u002F 输出 ¥32 每百万 token","✅ 国内支付","成本较上代降 30%",{"plan":924,"price":390,"limit":925,"cn_pay":926,"note":927},"Kimi Code CLI","工具本体免费","✅ 无需支付","一行命令安装","免费（开源模型，BYOK）","2026-07-04",{"power":257,"ux":257,"price":263,"cn_support":263,"stability":257},{"title":11,"description":892},"Kimi Code 评测 2026：月之暗面 K2.7 Code 开源，万亿参数 256K 上下文国产 CLI Agent","coding\u002Fcli\u002Fkimi-code",[935,937,939,941,944],{"title":936,"url":837},"Kimi Code 官网",{"title":938,"url":73},"Kimi-K2.7-Code 开源仓库",{"title":940,"url":850},"月之暗面官方文档",{"title":942,"url":943},"K2.7 Code 技术报告","https:\u002F\u002Fgithub.com\u002FMoonshotAI\u002FKimi-K2.7-Code\u002Fblob\u002Fmain\u002FREADME.md",{"title":945,"url":857},"Kimi Code 定价","tools\u002Fcoding\u002Fcli\u002Fkimi-code",[948,949,950,951,952],"国内开发者，不想折腾海外账号和支付","中文项目 \u002F 注释 \u002F 文档为主的代码库","需要超长上下文（256K）跑大代码库改造","预算敏感但想要接近 Claude Code 的长程任务能力","想自托管国产开源大模型编程 Agent 的团队","月之暗面 AI 编程助手，K2.7 Code 模型开源，万亿参数 256K 上下文",[890,955,956,17,957,958,959],"agent","terminal","opensource","chinese","long-context","国产 CLI Agent 新贵。K2.7 Code 万亿参数开源、256K 上下文、Token 成本降 30%、中文编程体验一流。长程任务能力接近 Claude Code，但生态和插件还差一截。","JtepFC-6Y-bLlsPF1Rm4fZrBViyrtfTQg4QrVF4MaZE",{"ok":253,"slug":933,"viewCount":963,"clickCount":963,"avgRating":963,"ratingCount":963},0,[965,1962,3138,3712,4422,5056,5670,6512,7519,8313,8933],{"id":966,"title":967,"alternatives":968,"api_compatible":895,"body":971,"category":890,"chinese_friendly":162,"cover":1919,"description":1920,"domestic":893,"extension":894,"faq":895,"free":893,"github":1406,"languages":1921,"meta":1922,"models":895,"navigation":253,"notSuitable":895,"opensource":253,"path":1923,"pillar":908,"platforms":1924,"priceTable":1925,"pricing":1936,"published":1937,"relatedPlaybooks":895,"relatedReviews":895,"score":1938,"self_host":253,"seo":1939,"seoTitle":895,"slug":1940,"sources":1941,"stem":1954,"suitable":895,"tagline":1955,"tags":1956,"updated":1959,"verdict":1960,"website":1853,"__hash__":1961},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Faider.md","Aider",[13,969,970],"coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Fcline",{"type":20,"value":972,"toc":1902},[973,975,997,1002,1005,1009,1012,1049,1053,1061,1081,1084,1127,1132,1135,1143,1219,1222,1226,1229,1233,1394,1396,1442,1452,1455,1494,1496,1630,1635,1657,1660,1758,1762,1765,1791,1794,1808,1810,1845,1847,1894,1899],[23,974,26],{"id":25},[28,976,978,987],{"className":977},[31,32,33],[35,979,980,982,983,986],{},[38,981,40],{}," 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 ",[134,984,985],{},"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。",[35,988,989,990,993,994,996],{},"代价是",[38,991,992],{},"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 ",[71,995,545],{"href":544}," 用户都觉得\"为啥不直接 aider\"。",[54,998,999],{},[35,1000,1001],{},"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。",[23,1003,1004],{"id":1004},"核心特性",[63,1006,1008],{"id":1007},"git-原生每次改动-一次-commit","Git 原生：每次改动 = 一次 commit",[35,1010,1011],{},"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：",[79,1013,1014,1025,1035,1046],{},[82,1015,1016,1017,1020,1021,1024],{},"每次对话改完代码，自动 ",[134,1018,1019],{},"git add"," + ",[134,1022,1023],{},"git commit","，commit message 由 weak-model 生成",[82,1026,1027,1028,1031,1032],{},"想撤回上一步：",[134,1029,1030],{},"\u002Fundo"," 或者直接 ",[134,1033,1034],{},"git reset",[82,1036,1037,1038,1041,1042,1045],{},"改坏了想从分叉点重来：",[134,1039,1040],{},"git checkout \u003Chash>"," 后继续 ",[134,1043,1044],{},"aider","，对话上下文还在",[82,1047,1048],{},"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",[63,1050,1052],{"id":1051},"architect-模式两个模型分工","Architect 模式：两个模型分工",[35,1054,1055,1056,689],{},"Architect 模式把\"想方案\"和\"写代码\"拆给两个模型——根据 ",[71,1057,1060],{"href":1058,"rel":1059},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fusage\u002Fmodes.html",[75],"官方 modes 文档",[79,1062,1063,1069,1075],{},[82,1064,1065,1068],{},[134,1066,1067],{},"--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",[82,1070,1071,1074],{},[134,1072,1073],{},"--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",[82,1076,1077,1080],{},[134,1078,1079],{},"--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",[35,1082,1083],{},"启动示例：",[127,1085,1087],{"className":129,"code":1086,"language":131,"meta":132,"style":132},"aider --architect \\\n  --model deepseek\u002Fdeepseek-reasoner \\\n  --editor-model claude-3-5-sonnet-20241022 \\\n  --weak-model gpt-4o-mini\n",[134,1088,1089,1099,1109,1119],{"__ignoreMap":132},[137,1090,1091,1093,1096],{"class":139,"line":140},[137,1092,1044],{"class":154},[137,1094,1095],{"class":143}," --architect",[137,1097,1098],{"class":143}," \\\n",[137,1100,1101,1104,1107],{"class":139,"line":151},[137,1102,1103],{"class":143},"  --model",[137,1105,1106],{"class":147}," deepseek\u002Fdeepseek-reasoner",[137,1108,1098],{"class":143},[137,1110,1111,1114,1117],{"class":139,"line":162},[137,1112,1113],{"class":143},"  --editor-model",[137,1115,1116],{"class":147}," claude-3-5-sonnet-20241022",[137,1118,1098],{"class":143},[137,1120,1121,1124],{"class":139,"line":257},[137,1122,1123],{"class":143},"  --weak-model",[137,1125,1126],{"class":147}," gpt-4o-mini\n",[54,1128,1129],{},[35,1130,1131],{},"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。",[63,1133,1134],{"id":1134},"几乎能接所有模型",[35,1136,1137,1142],{},[71,1138,1141],{"href":1139,"rel":1140},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fllms.html",[75],"Aider 官方推荐"," 的\"最佳模型清单\"：",[393,1144,1145,1158],{},[396,1146,1147],{},[399,1148,1149,1152,1155],{},[402,1150,1151],{},"厂商",[402,1153,1154],{},"推荐模型",[402,1156,1157],{},"备注",[412,1159,1160,1171,1182,1193,1208],{},[399,1161,1162,1165,1168],{},[417,1163,1164],{},"Anthropic",[417,1166,1167],{},"Claude Sonnet 4 \u002F 3.7 Sonnet",[417,1169,1170],{},"编辑能力最稳",[399,1172,1173,1176,1179],{},[417,1174,1175],{},"Google",[417,1177,1178],{},"Gemini 2.5 Pro",[417,1180,1181],{},"超长上下文",[399,1183,1184,1187,1190],{},[417,1185,1186],{},"DeepSeek",[417,1188,1189],{},"R1 + V3",[417,1191,1192],{},"性价比之王",[399,1194,1195,1198,1205],{},[417,1196,1197],{},"OpenAI",[417,1199,1200,1201],{},"o3 \u002F o4-mini \u002F GPT-4.1 \u002F ",[71,1202,1204],{"href":1203},"\u002Fmodels\u002Fgpt-5.html","GPT-5",[417,1206,1207],{},"reasoning 路径",[399,1209,1210,1213,1216],{},[417,1211,1212],{},"本地",[417,1214,1215],{},"Ollama \u002F LM Studio 兼容 OpenAI API",[417,1217,1218],{},"完全离线",[35,1220,1221],{},"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。",[63,1223,1225],{"id":1224},"repo-map上下文召回的核心机制","Repo map：上下文召回的核心机制",[35,1227,1228],{},"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。",[23,1230,1232],{"id":1231},"上手-5-分钟","上手 5 分钟",[127,1234,1236],{"className":129,"code":1235,"language":131,"meta":132,"style":132},"# 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",[134,1237,1238,1243,1268,1272,1277,1283,1287,1292,1306,1318,1329,1333,1338,1343,1348,1354,1365,1375,1380,1386],{"__ignoreMap":132},[137,1239,1240],{"class":139,"line":140},[137,1241,1242],{"class":158},"# 1. 安装（要 Python 3.9+）\n",[137,1244,1245,1248,1251,1254,1256,1259,1262,1265],{"class":139,"line":151},[137,1246,1247],{"class":154},"python",[137,1249,1250],{"class":143}," -m",[137,1252,1253],{"class":147}," pip",[137,1255,269],{"class":147},[137,1257,1258],{"class":143}," -U",[137,1260,1261],{"class":143}," --upgrade-strategy",[137,1263,1264],{"class":147}," only-if-needed",[137,1266,1267],{"class":147}," aider-chat\n",[137,1269,1270],{"class":139,"line":162},[137,1271,254],{"emptyLinePlaceholder":253},[137,1273,1274],{"class":139,"line":257},[137,1275,1276],{"class":158},"# 2. 进入 git 仓库\n",[137,1278,1279,1281],{"class":139,"line":263},[137,1280,144],{"class":143},[137,1282,148],{"class":147},[137,1284,1285],{"class":139,"line":278},[137,1286,254],{"emptyLinePlaceholder":253},[137,1288,1289],{"class":139,"line":283},[137,1290,1291],{"class":158},"# 3. 设置 API key（任选其一）\n",[137,1293,1294,1297,1300,1303],{"class":139,"line":289},[137,1295,1296],{"class":165},"export",[137,1298,1299],{"class":169}," ANTHROPIC_API_KEY",[137,1301,1302],{"class":165},"=",[137,1304,1305],{"class":169},"sk-ant-...\n",[137,1307,1308,1310,1313,1315],{"class":139,"line":300},[137,1309,1296],{"class":165},[137,1311,1312],{"class":169}," DEEPSEEK_API_KEY",[137,1314,1302],{"class":165},[137,1316,1317],{"class":169},"sk-...\n",[137,1319,1320,1322,1325,1327],{"class":139,"line":305},[137,1321,1296],{"class":165},[137,1323,1324],{"class":169}," OPENAI_API_KEY",[137,1326,1302],{"class":165},[137,1328,1317],{"class":169},[137,1330,1331],{"class":139,"line":311},[137,1332,254],{"emptyLinePlaceholder":253},[137,1334,1335],{"class":139,"line":318},[137,1336,1337],{"class":158},"# 4. 启动（默认会用环境变量里第一个能识别的 key）\n",[137,1339,1340],{"class":139,"line":8},[137,1341,1342],{"class":154},"aider\n",[137,1344,1346],{"class":139,"line":1345},14,[137,1347,254],{"emptyLinePlaceholder":253},[137,1349,1351],{"class":139,"line":1350},15,[137,1352,1353],{"class":158},"# 或指定模型\n",[137,1355,1357,1359,1362],{"class":139,"line":1356},16,[137,1358,1044],{"class":154},[137,1360,1361],{"class":143}," --model",[137,1363,1364],{"class":147}," deepseek\u002Fdeepseek-chat\n",[137,1366,1368,1370,1372],{"class":139,"line":1367},17,[137,1369,1044],{"class":154},[137,1371,1361],{"class":143},[137,1373,1374],{"class":147}," claude-3-5-sonnet-20241022\n",[137,1376,1378],{"class":139,"line":1377},18,[137,1379,254],{"emptyLinePlaceholder":253},[137,1381,1383],{"class":139,"line":1382},19,[137,1384,1385],{"class":158},"# 5. 在 aider 里直接用自然语言下指令\n",[137,1387,1389,1391],{"class":139,"line":1388},20,[137,1390,166],{"class":165},[137,1392,1393],{"class":169}," 把 server\u002Fapi\u002Fuser.ts 里的 getUserById 改成支持批量查询\n",[23,1395,384],{"id":384},[79,1397,1398,1410,1425],{},[82,1399,1400,1403,1404,1409],{},[38,1401,1402],{},"Aider 本体","：开源免费（",[71,1405,1408],{"href":1406,"rel":1407},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider",[75],"Apache 2.0 协议","，根据官方 GitHub 仓库 LICENSE）",[82,1411,1412,1415,1416,773,1420,1424],{},[38,1413,1414],{},"真正的成本是模型 API key","：100% 自带——这是 Aider 与 ",[71,1417,1419],{"href":1418},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[71,1421,1423],{"href":1422},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf"," 最大的商业模式差异",[82,1426,1427,1428],{},"单次会话典型消耗：\n",[79,1429,1430,1433,1436],{},[82,1431,1432],{},"用 Sonnet 4 改 1 个中型 PR（10-15 文件）：约 $0.5-2 美元",[82,1434,1435],{},"用 DeepSeek-V3 同等任务：约 $0.05-0.2 美元",[82,1437,1438,1439,1441],{},"用 ",[71,1440,1204],{"href":1203}," reasoning：根据推理深度，可能到 $3-8",[35,1443,1444,1445,1020,1447,1451],{},"走 ",[71,1446,815],{"href":814},[71,1448,1450],{"href":1058,"rel":1449},[75],"Architect 模式"," 是当前性价比最高的组合，国内付款也直接。",[23,1453,1454],{"id":1454},"国内使用注意事项",[1456,1457,1458,1467,1473,1488],"ol",{},[82,1459,1460,1463,1464],{},[38,1461,1462],{},"直连 OpenAI \u002F Anthropic 需要代理","——Aider 没有内置代理设置，靠环境变量 ",[134,1465,1466],{},"HTTPS_PROXY",[82,1468,1469,1472],{},[38,1470,1471],{},"DeepSeek \u002F Qwen \u002F GLM 直连无障碍","——国内付款，国内带宽，体验最好",[82,1474,1475,1478,1479,1482,1483,1487],{},[38,1476,1477],{},"支持自定义 base_url","：通过 ",[134,1480,1481],{},"OPENAI_API_BASE"," 环境变量接 ",[71,1484,1486],{"href":1485},"\u002Fcoding\u002Fapi\u002Fone-api.html","国内中转 \u002F 硅基流动 \u002F OneAPI"," 都行",[82,1489,1490,1493],{},[38,1491,1492],{},"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",[23,1495,528],{"id":528},[393,1497,1498,1522],{},[396,1499,1500],{},[399,1501,1502,1504,1506,1510,1516],{},[402,1503,537],{},[402,1505,967],{},[402,1507,1508],{},[71,1509,545],{"href":544},[402,1511,1512],{},[71,1513,1515],{"href":1514},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[402,1517,1518],{},[71,1519,1521],{"href":1520},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline",[412,1523,1524,1539,1555,1571,1585,1599,1613],{},[399,1525,1526,1529,1532,1535,1537],{},[417,1527,1528],{},"开源",[417,1530,1531],{},"✅",[417,1533,1534],{},"❌",[417,1536,1534],{},[417,1538,1531],{},[399,1540,1541,1544,1547,1550,1553],{},[417,1542,1543],{},"模型选择",[417,1545,1546],{},"任意",[417,1548,1549],{},"仅 Anthropic",[417,1551,1552],{},"仅 OpenAI",[417,1554,1546],{},[399,1556,1557,1560,1563,1566,1569],{},[417,1558,1559],{},"自带 API key",[417,1561,1562],{},"✅ 必须",[417,1564,1565],{},"可选（订阅替代）",[417,1567,1568],{},"可选",[417,1570,1562],{},[399,1572,1573,1576,1578,1580,1583],{},[417,1574,1575],{},"Git 集成",[417,1577,599],{},[417,1579,602],{},[417,1581,1582],{},"★★☆☆☆",[417,1584,602],{},[399,1586,1587,1590,1593,1595,1597],{},[417,1588,1589],{},"学习曲线",[417,1591,1592],{},"★★★★☆ 陡",[417,1594,1582],{},[417,1596,1582],{},[417,1598,602],{},[399,1600,1601,1604,1607,1609,1611],{},[417,1602,1603],{},"Architect 双模型",[417,1605,1606],{},"✅ 原生",[417,1608,1534],{},[417,1610,1534],{},[417,1612,1534],{},[399,1614,1615,1618,1621,1624,1627],{},[417,1616,1617],{},"VS Code 集成",[417,1619,1620],{},"通过第三方插件",[417,1622,1623],{},"通过 Cursor 等",[417,1625,1626],{},"仅 CLI",[417,1628,1629],{},"★★★★★ 原生",[35,1631,1632,689],{},[38,1633,1634],{},"怎么选",[79,1636,1637,1640,1645,1650],{},[82,1638,1639],{},"不想被锁在某家厂商，要随时切换 DeepSeek \u002F Claude \u002F GPT → Aider",[82,1641,1642,1643],{},"已经买 Claude Pro \u002F Max 订阅 → ",[71,1644,545],{"href":544},[82,1646,1647,1648],{},"已经买 ChatGPT Plus \u002F Pro → ",[71,1649,1515],{"href":1514},[82,1651,1652,1653,773,1655],{},"习惯 VS Code 不想离开 GUI → ",[71,1654,1521],{"href":1520},[71,1656,1419],{"href":1418},[23,1658,1659],{"id":1659},"避坑清单",[79,1661,1662,1675,1692,1711,1720,1736,1744],{},[82,1663,1664,1667,1668,1671,1672,1674],{},[38,1665,1666],{},"没在 git 仓库里跑会被警告","：Aider 强烈建议你 ",[134,1669,1670],{},"git init"," 后再用，否则 ",[134,1673,1030],{}," 不能用，自动 commit 也无意义。",[82,1676,1677,1683,1684,1687,1688,1691],{},[38,1678,1679,1682],{},[134,1680,1681],{},"\u002Fadd"," 之前的文件不会被 Aider 看见","：和 Cursor ",[134,1685,1686],{},"@codebase"," 不同，Aider 默认只看 repo map，需要修改的文件要 ",[134,1689,1690],{},"\u002Fadd path\u002Fto\u002Ffile"," 显式加入对话。这是新手最容易卡住的地方。",[82,1693,1694,1697,1698,1703,1704,1707,1708,1710],{},[38,1695,1696],{},"Architect 模式有 prompt injection 风险","：根据 GitHub issue ",[71,1699,1702],{"href":1700,"rel":1701},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider\u002Fissues\u002F5058",[75],"#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 ",[134,1705,1706],{},"--yes"," 自动接受前确认 architect 输出；不要在不可信项目上开 architect mode + ",[134,1709,1706],{}," 组合。",[82,1712,1713,1719],{},[38,1714,1715,1718],{},[134,1716,1717],{},"--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。",[82,1721,1722,1725,1726,1729,1730,1735],{},[38,1723,1724],{},"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 ",[134,1727,1728],{},"num_ctx","（见 ",[71,1731,1734],{"href":1732,"rel":1733},"https:\u002F\u002Faider.chat\u002F2025\u002F01\u002F28\u002Fdeepseek-down.html",[75],"DeepSeek alternative providers 一文","）。",[82,1737,1738,1743],{},[38,1739,1740,1742],{},[134,1741,1073],{}," 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。",[82,1745,1746,1749,1750,1753,1754,1757],{},[38,1747,1748],{},"中文 commit message 默认不开","：可以 ",[134,1751,1752],{},"aider --commit-prompt \"...中文....\""," 或 ",[134,1755,1756],{},".aider.conf.yml"," 配置中改。",[23,1759,1761],{"id":1760},"适合-不适合","适合 \u002F 不适合",[35,1763,1764],{},"✅ 适合：",[79,1766,1767,1770,1773,1776,1779,1782],{},[82,1768,1769],{},"命令行重度用户、tmux \u002F Neovim 工作流",[82,1771,1772],{},"多模型试用 \u002F 比价场景（一行命令切换）",[82,1774,1775],{},"开源项目维护者（git 工作流原生融入）",[82,1777,1778],{},"想要完全离线（Ollama + 本地模型）",[82,1780,1781],{},"对 token 成本敏感（DeepSeek + Aider 组合极便宜）",[82,1783,1784,1785,1790],{},"跨语言项目（",[71,1786,1789],{"href":1787,"rel":1788},"https:\u002F\u002Faider.chat\u002Fdocs\u002Flanguages.html",[75],"官方支持 100+ 语言","）",[35,1792,1793],{},"❌ 不适合：",[79,1795,1796,1799,1802,1805],{},[82,1797,1798],{},"习惯 GUI \u002F 不愿读命令行文档的人",[82,1800,1801],{},"想\"一键智能\"、不愿配置环境变量",[82,1803,1804],{},"团队协作场景（没有共享 sessions \u002F 协作 UI）",[82,1806,1807],{},"Windows 纯小白（虽然能跑，但 Python 环境 + git CLI 双依赖门槛高）",[23,1809,765],{"id":765},[79,1811,1812,1820,1829,1838],{},[82,1813,770,1814,773,1816,773,1818],{},[71,1815,545],{"href":544},[71,1817,1515],{"href":1514},[71,1819,1521],{"href":1520},[82,1821,1822,1823,773,1827],{},"推理模型选择：",[71,1824,1826],{"href":1825},"\u002Fmodels\u002Fdeepseek-r1.html","DeepSeek R1",[71,1828,1204],{"href":1203},[82,1830,1831,1832,773,1834],{},"协议生态：",[71,1833,792],{"href":791},[71,1835,1837],{"href":1836},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[82,1839,1840,1841],{},"工作流：",[71,1842,1844],{"href":1843},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[23,1846,829],{"id":829},[79,1848,1849,1855,1862,1868,1874,1880,1887],{},[82,1850,834,1851],{},[71,1852,1853],{"href":1853,"rel":1854},"https:\u002F\u002Faider.chat",[75],[82,1856,1857,1858],{},"官方文档：",[71,1859,1860],{"href":1860,"rel":1861},"https:\u002F\u002Faider.chat\u002Fdocs\u002F",[75],[82,1863,1864,1865],{},"Chat Modes 文档：",[71,1866,1058],{"href":1058,"rel":1867},[75],[82,1869,1870,1871],{},"LLM 兼容列表：",[71,1872,1139],{"href":1139,"rel":1873},[75],[82,1875,1876,1877],{},"GitHub：",[71,1878,1406],{"href":1406,"rel":1879},[75],[82,1881,1882,1883],{},"发布历史：",[71,1884,1885],{"href":1885,"rel":1886},"https:\u002F\u002Faider.chat\u002FHISTORY.html",[75],[82,1888,1889,1890],{},"PyPI：",[71,1891,1892],{"href":1892,"rel":1893},"https:\u002F\u002Fpypi.org\u002Fproject\u002Faider-chat",[75],[35,1895,1896,1897,865],{},"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 ",[71,1898,864],{"href":864},[867,1900,1901],{},"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":132,"searchDepth":162,"depth":162,"links":1903},[1904,1905,1911,1912,1913,1914,1915,1916,1917,1918],{"id":25,"depth":151,"text":26},{"id":1004,"depth":151,"text":1004,"children":1906},[1907,1908,1909,1910],{"id":1007,"depth":162,"text":1008},{"id":1051,"depth":162,"text":1052},{"id":1134,"depth":162,"text":1134},{"id":1224,"depth":162,"text":1225},{"id":1231,"depth":151,"text":1232},{"id":384,"depth":151,"text":384},{"id":1454,"depth":151,"text":1454},{"id":528,"depth":151,"text":528},{"id":1659,"depth":151,"text":1659},{"id":1760,"depth":151,"text":1761},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"\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。",[897,898],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Faider",[912,910,911],[1926,1931],{"plan":1927,"price":1928,"features":1929,"notes":1930},"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":1932,"price":1933,"features":1934,"notes":1935},"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":257,"ux":162,"price":263,"cn_support":162,"stability":263},{"title":967,"description":1920},"coding\u002Fcli\u002Faider",[1942,1944,1946,1948,1950,1952],{"title":1943,"url":1860},"Aider 官方文档",{"title":1945,"url":1058},"Aider Chat Modes 文档",{"title":1947,"url":1139},"Aider 支持的 LLM 列表",{"title":1949,"url":1406},"Aider GitHub 仓库",{"title":1951,"url":1885},"Aider Release History",{"title":1953,"url":1892},"PyPI: aider-chat","tools\u002Fcoding\u002Fcli\u002Faider","Git 原生 AI 编程 CLI，commit 即动作",[890,955,957,1957,1958],"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":1963,"title":545,"alternatives":1964,"api_compatible":1965,"body":1967,"category":890,"chinese_friendly":162,"cover":3076,"description":3077,"domestic":893,"extension":894,"faq":895,"free":893,"github":3035,"languages":3078,"meta":3079,"models":3080,"navigation":253,"notSuitable":3084,"opensource":893,"path":3088,"pillar":908,"platforms":3089,"priceTable":3090,"pricing":3110,"published":1937,"relatedPlaybooks":895,"relatedReviews":895,"score":3111,"self_host":893,"seo":3112,"seoTitle":3113,"slug":13,"sources":3114,"stem":3125,"suitable":3126,"tagline":3132,"tags":3133,"updated":1959,"verdict":3136,"website":3023,"__hash__":3137},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[969,1940,970],[1966],"anthropic",{"type":20,"value":1968,"toc":3059},[1969,1971,1993,1998,2000,2004,2014,2039,2042,2046,2053,2082,2091,2095,2098,2251,2268,2272,2281,2357,2360,2364,2378,2380,2395,2473,2476,2487,2495,2497,2639,2641,2680,2682,2827,2832,2846,2851,2871,2873,2969,2971,3015,3017,3053,3057],[23,1970,26],{"id":25},[28,1972,1974,1983],{"className":1973},[31,32,33],[35,1975,1976,1978,1979,1982],{},[38,1977,40],{}," 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 ",[134,1980,1981],{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[35,1984,44,1985,1988,1989,1992],{},[38,1986,1987],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[38,1990,1991],{},"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。",[54,1994,1995],{},[35,1996,1997],{},"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。",[23,1999,1004],{"id":1004},[63,2001,2003],{"id":2002},"终端原生的-agent-体验","终端原生的 Agent 体验",[35,2005,2006,2007,2010,2011,2013],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[38,2008,2009],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[134,2012,1981],{},"，就进入了一个能读你整个 codebase 的对话环境。",[127,2015,2017],{"className":129,"code":2016,"language":131,"meta":132,"style":132},"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",[134,2018,2019,2025,2032],{"__ignoreMap":132},[137,2020,2021,2023],{"class":139,"line":140},[137,2022,144],{"class":143},[137,2024,148],{"class":147},[137,2026,2027,2029],{"class":139,"line":151},[137,2028,1981],{"class":154},[137,2030,2031],{"class":158},"                          # 进入交互模式\n",[137,2033,2034,2036],{"class":139,"line":162},[137,2035,166],{"class":165},[137,2037,2038],{"class":169}," 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[35,2040,2041],{},"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。",[63,2043,2045],{"id":2044},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[35,2047,2048,2049,2052],{},"Claude Code 2.x 引入了 ",[71,2050,2051],{"href":787},"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：",[127,2054,2056],{"className":129,"code":2055,"language":131,"meta":132,"style":132},"\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",[134,2057,2058,2066,2074],{"__ignoreMap":132},[137,2059,2060,2063],{"class":139,"line":140},[137,2061,2062],{"class":154},"\u002Fagents",[137,2064,2065],{"class":158},"              # 管理子代理\n",[137,2067,2068,2071],{"class":139,"line":151},[137,2069,2070],{"class":154},"\u002Fbatch",[137,2072,2073],{"class":158},"              # 把大改动拆成独立单元，每个跑在自己的 git worktree\n",[137,2075,2076,2079],{"class":139,"line":162},[137,2077,2078],{"class":154},"\u002Ftasks",[137,2080,2081],{"class":158},"              # 列出后台运行的子代理\n",[35,2083,2084,2085,2090],{},"据 ",[71,2086,2089],{"href":2087,"rel":2088},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[75],"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。",[63,2092,2094],{"id":2093},"slash-命令生产力关键","Slash 命令（生产力关键）",[35,2096,2097],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[393,2099,2100,2110],{},[396,2101,2102],{},[399,2103,2104,2107],{},[402,2105,2106],{},"命令",[402,2108,2109],{},"用途",[412,2111,2112,2126,2136,2148,2157,2167,2177,2187,2197,2207,2217,2227,2237],{},[399,2113,2114,2119],{},[417,2115,2116],{},[134,2117,2118],{},"\u002Finit",[417,2120,2121,2122,2125],{},"第一次进入仓库时跑，生成 ",[134,2123,2124],{},"CLAUDE.md","（项目记忆）",[399,2127,2128,2133],{},[417,2129,2130],{},[134,2131,2132],{},"\u002Fmemory",[417,2134,2135],{},"编辑长期记忆",[399,2137,2138,2142],{},[417,2139,2140],{},[134,2141,187],{},[417,2143,2144,2145,1790],{},"清空当前对话，重新开始（",[38,2146,2147],{},"最被低估的命令",[399,2149,2150,2154],{},[417,2151,2152],{},[134,2153,183],{},[417,2155,2156],{},"长对话压缩，挽救快爆炸的 context window",[399,2158,2159,2164],{},[417,2160,2161],{},[134,2162,2163],{},"\u002Fcontext",[417,2165,2166],{},"显示当前 context 用量",[399,2168,2169,2174],{},[417,2170,2171],{},[134,2172,2173],{},"\u002Fplan",[417,2175,2176],{},"切到 plan 模式（只规划不执行）",[399,2178,2179,2184],{},[417,2180,2181],{},[134,2182,2183],{},"\u002Fmodel",[417,2185,2186],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[399,2188,2189,2194],{},[417,2190,2191],{},[134,2192,2193],{},"\u002Fdiff",[417,2195,2196],{},"看本轮所有改动",[399,2198,2199,2204],{},[417,2200,2201],{},[134,2202,2203],{},"\u002Fcode-review",[417,2205,2206],{},"对 diff 跑代码审查",[399,2208,2209,2214],{},[417,2210,2211],{},[134,2212,2213],{},"\u002Frewind",[417,2215,2216],{},"回滚到任意 checkpoint（代码 + 对话）",[399,2218,2219,2224],{},[417,2220,2221],{},[134,2222,2223],{},"\u002Fmcp",[417,2225,2226],{},"管理 MCP 服务器",[399,2228,2229,2234],{},[417,2230,2231],{},[134,2232,2233],{},"\u002Fdoctor",[417,2235,2236],{},"排查环境问题",[399,2238,2239,2248],{},[417,2240,2241,2244,2245],{},[134,2242,2243],{},"\u002Fresume"," ",[134,2246,2247],{},"\u002Fbranch",[417,2249,2250],{},"回到 \u002F fork 历史对话",[35,2252,2253,2258,2259,2261,2262,2264,2265,2267],{},[71,2254,2257],{"href":2255,"rel":2256},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[75],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[134,2260,183],{},"（每 20-30 分钟一次防止 context drift）、",[134,2263,187],{},"（新任务开新会话）、自定义命令（写在 ",[134,2266,368],{}," 提交进 git）。",[63,2269,2271],{"id":2270},"mcp-集成一等公民","MCP 集成（一等公民）",[35,2273,2274,2276,2277,2280],{},[71,2275,792],{"href":791}," 是 Anthropic 自家协议，Claude Code 是 MCP 支持最完整的客户端。配置一次 ",[134,2278,2279],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[127,2282,2286],{"className":2283,"code":2284,"language":2285,"meta":132,"style":132},"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",[134,2287,2288,2293,2301,2308,2322,2342,2347,2352],{"__ignoreMap":132},[137,2289,2290],{"class":139,"line":140},[137,2291,2292],{"class":169},"{\n",[137,2294,2295,2298],{"class":139,"line":151},[137,2296,2297],{"class":143},"  \"mcpServers\"",[137,2299,2300],{"class":169},": {\n",[137,2302,2303,2306],{"class":139,"line":162},[137,2304,2305],{"class":143},"    \"postgres\"",[137,2307,2300],{"class":169},[137,2309,2310,2313,2316,2319],{"class":139,"line":257},[137,2311,2312],{"class":143},"      \"command\"",[137,2314,2315],{"class":169},": ",[137,2317,2318],{"class":147},"\"npx\"",[137,2320,2321],{"class":169},",\n",[137,2323,2324,2327,2330,2333,2336,2339],{"class":139,"line":263},[137,2325,2326],{"class":143},"      \"args\"",[137,2328,2329],{"class":169},": [",[137,2331,2332],{"class":147},"\"@modelcontextprotocol\u002Fserver-postgres\"",[137,2334,2335],{"class":169},", ",[137,2337,2338],{"class":147},"\"postgresql:\u002F\u002F...\"",[137,2340,2341],{"class":169},"]\n",[137,2343,2344],{"class":139,"line":278},[137,2345,2346],{"class":169},"    }\n",[137,2348,2349],{"class":139,"line":283},[137,2350,2351],{"class":169},"  }\n",[137,2353,2354],{"class":139,"line":289},[137,2355,2356],{"class":169},"}\n",[35,2358,2359],{},"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。",[63,2361,2363],{"id":2362},"后台-远程模式","后台 \u002F 远程模式",[35,2365,2366,2369,2370,2373,2374,2377],{},[134,2367,2368],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[134,2371,2372],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[134,2375,2376],{},"\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\"。",[23,2379,384],{"id":384},[35,2381,2382,2383,2388,2389,2394],{},"根据 ",[71,2384,2387],{"href":2385,"rel":2386},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[75],"explainx.ai 2026-06 评测"," 和 ",[71,2390,2393],{"href":2391,"rel":2392},"https:\u002F\u002Fclaude.com\u002Fpricing",[75],"Anthropic 官方定价"," 整理：",[393,2396,2397,2407],{},[396,2398,2399],{},[399,2400,2401,2403,2405],{},[402,2402,404],{},[402,2404,407],{},[402,2406,410],{},[412,2408,2409,2421,2434,2447,2460],{},[399,2410,2411,2416,2418],{},[417,2412,2413],{},[38,2414,2415],{},"BYOK（自带 API key）",[417,2417,919],{},[417,2419,2420],{},"全自由，但单月烧到 $500+ 也常见",[399,2422,2423,2428,2431],{},[417,2424,2425],{},[38,2426,2427],{},"Pro",[417,2429,2430],{},"$20\u002F月（年付 ~$17）",[417,2432,2433],{},"个人开发者，每天 1-4 小时",[399,2435,2436,2441,2444],{},[417,2437,2438],{},[38,2439,2440],{},"Max 5x",[417,2442,2443],{},"$100\u002F月",[417,2445,2446],{},"重度用户 + Opus 模型访问",[399,2448,2449,2454,2457],{},[417,2450,2451],{},[38,2452,2453],{},"Max 20x",[417,2455,2456],{},"$200\u002F月",[417,2458,2459],{},"8h+ agentic 工作流 \u002F 团队共享",[399,2461,2462,2467,2470],{},[417,2463,2464],{},[38,2465,2466],{},"Team Premium",[417,2468,2469],{},"$100\u002Fseat 年付 \u002F $125 月付",[417,2471,2472],{},"团队，含管理",[35,2474,2475],{},"API token 价格（2026 Q2 公开数据）：",[79,2477,2478,2481,2484],{},[82,2479,2480],{},"Sonnet 4.x：input $3 \u002F output $15 per 1M token",[82,2482,2483],{},"Opus 4.x：input $15 \u002F output $75 per 1M token",[82,2485,2486],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[35,2488,2489,2494],{},[71,2490,2493],{"href":2491,"rel":2492},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[75],"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。",[23,2496,1232],{"id":1231},[127,2498,2500],{"className":129,"code":2499,"language":131,"meta":132,"style":132},"# 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",[134,2501,2502,2507,2520,2524,2529,2542,2546,2551,2564,2568,2573,2580,2592,2597,2607,2611,2616,2622,2632],{"__ignoreMap":132},[137,2503,2504],{"class":139,"line":140},[137,2505,2506],{"class":158},"# macOS \u002F Linux \u002F Windows (WSL)\n",[137,2508,2509,2511,2513,2516,2518],{"class":139,"line":151},[137,2510,236],{"class":154},[137,2512,239],{"class":143},[137,2514,2515],{"class":147}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[137,2517,245],{"class":165},[137,2519,248],{"class":154},[137,2521,2522],{"class":139,"line":162},[137,2523,254],{"emptyLinePlaceholder":253},[137,2525,2526],{"class":139,"line":257},[137,2527,2528],{"class":158},"# macOS 用 Homebrew\n",[137,2530,2531,2534,2536,2539],{"class":139,"line":263},[137,2532,2533],{"class":154},"brew",[137,2535,269],{"class":147},[137,2537,2538],{"class":143}," --cask",[137,2540,2541],{"class":147}," claude-code\n",[137,2543,2544],{"class":139,"line":278},[137,2545,254],{"emptyLinePlaceholder":253},[137,2547,2548],{"class":139,"line":283},[137,2549,2550],{"class":158},"# Windows PowerShell\n",[137,2552,2553,2556,2559,2561],{"class":139,"line":289},[137,2554,2555],{"class":154},"irm",[137,2557,2558],{"class":147}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[137,2560,245],{"class":165},[137,2562,2563],{"class":154}," iex\n",[137,2565,2566],{"class":139,"line":300},[137,2567,254],{"emptyLinePlaceholder":253},[137,2569,2570],{"class":139,"line":305},[137,2571,2572],{"class":158},"# 验证 + 登录\n",[137,2574,2575,2577],{"class":139,"line":311},[137,2576,1981],{"class":154},[137,2578,2579],{"class":143}," --version\n",[137,2581,2582,2584,2586,2589],{"class":139,"line":318},[137,2583,1981],{"class":154},[137,2585,294],{"class":147},[137,2587,2588],{"class":147}," login",[137,2590,2591],{"class":158},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[137,2593,2594],{"class":139,"line":8},[137,2595,2596],{"class":158},"# 或用 API key\n",[137,2598,2599,2601,2603,2605],{"class":139,"line":1345},[137,2600,1296],{"class":165},[137,2602,1299],{"class":169},[137,2604,1302],{"class":165},[137,2606,1305],{"class":169},[137,2608,2609],{"class":139,"line":1350},[137,2610,254],{"emptyLinePlaceholder":253},[137,2612,2613],{"class":139,"line":1356},[137,2614,2615],{"class":158},"# 进项目，启动\n",[137,2617,2618,2620],{"class":139,"line":1367},[137,2619,144],{"class":143},[137,2621,148],{"class":147},[137,2623,2624,2626,2629],{"class":139,"line":1377},[137,2625,1981],{"class":154},[137,2627,2628],{"class":147}," \u002Finit",[137,2630,2631],{"class":158},"               # 生成 CLAUDE.md\n",[137,2633,2634,2636],{"class":139,"line":1382},[137,2635,1981],{"class":154},[137,2637,2638],{"class":158},"                     # 进入交互模式\n",[23,2640,1454],{"id":1454},[1456,2642,2643,2649,2655,2661],{},[82,2644,2645,2648],{},[38,2646,2647],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[82,2650,2651,2654],{},[38,2652,2653],{},"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",[82,2656,2657,2660],{},[38,2658,2659],{},"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",[82,2662,2663,2666,2667,1753,2670,2672,2673,773,2675,2679],{},[38,2664,2665],{},"替代路径","：用 ",[71,2668,967],{"href":2669},"\u002Fcoding\u002Fcli\u002Faider.html",[71,2671,1521],{"href":1520}," 接 ",[71,2674,815],{"href":814},[71,2676,2678],{"href":2677},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[23,2681,528],{"id":528},[393,2683,2684,2704],{},[396,2685,2686],{},[399,2687,2688,2690,2692,2696,2700],{},[402,2689,537],{},[402,2691,545],{},[402,2693,2694],{},[71,2695,1419],{"href":1418},[402,2697,2698],{},[71,2699,1515],{"href":1514},[402,2701,2702],{},[71,2703,967],{"href":2669},[412,2705,2706,2720,2733,2751,2771,2784,2797,2813],{},[399,2707,2708,2710,2713,2716,2718],{},[417,2709,564],{},[417,2711,2712],{},"CLI（IDE 无关）",[417,2714,2715],{},"AI-first IDE",[417,2717,567],{},[417,2719,567],{},[399,2721,2722,2725,2727,2729,2731],{},[417,2723,2724],{},"长任务能力",[417,2726,599],{},[417,2728,614],{},[417,2730,614],{},[417,2732,602],{},[399,2734,2735,2738,2745,2747,2749],{},[417,2736,2737],{},"上下文管理",[417,2739,2740,2741,2244,2743],{},"★★★★★ ",[134,2742,183],{},[134,2744,187],{},[417,2746,614],{},[417,2748,614],{},[417,2750,602],{},[399,2752,2753,2756,2763,2766,2769],{},[417,2754,2755],{},"子代理 \u002F 并行",[417,2757,2758,2759,2244,2761,1790],{},"✅（",[134,2760,2062],{},[134,2762,2070],{},[417,2764,2765],{},"部分（Bug bot）",[417,2767,2768],{},"⚠️ 有限",[417,2770,1534],{},[399,2772,2773,2775,2778,2780,2782],{},[417,2774,374],{},[417,2776,2777],{},"★★★★★ 一等公民",[417,2779,614],{},[417,2781,602],{},[417,2783,1534],{},[399,2785,2786,2788,2790,2792,2794],{},[417,2787,1575],{},[417,2789,614],{},[417,2791,602],{},[417,2793,602],{},[417,2795,2796],{},"★★★★★ 每改即 commit",[399,2798,2799,2801,2804,2807,2810],{},[417,2800,655],{},[417,2802,2803],{},"高（账号+支付+网络）",[417,2805,2806],{},"高（账号+支付）",[417,2808,2809],{},"高",[417,2811,2812],{},"低（BYOK 国产模型）",[399,2814,2815,2817,2819,2822,2824],{},[417,2816,407],{},[417,2818,677],{},[417,2820,2821],{},"$20\u002F月",[417,2823,677],{},[417,2825,2826],{},"仅 API 成本",[35,2828,2829,689],{},[38,2830,2831],{},"选 Claude Code 如果你",[79,2833,2834,2837,2840,2843],{},[82,2835,2836],{},"重视长任务自主性 + 上下文管理",[82,2838,2839],{},"JetBrains \u002F Vim 用户，不想换 IDE",[82,2841,2842],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[82,2844,2845],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[35,2847,2848,689],{},[38,2849,2850],{},"别选 Claude Code 如果你",[79,2852,2853,2859,2864],{},[82,2854,2855,2856,2858],{},"国内、个人、预算紧（去 ",[71,2857,967],{"href":2669}," + DeepSeek）",[82,2860,2861,2862,1790],{},"想要纯 IDE 内 inline 体验（",[71,2863,1419],{"href":1418},[82,2865,2866,2867,1790],{},"主要写补全而非 agent 任务（",[71,2868,2870],{"href":2869},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[23,2872,1659],{"id":1659},[79,2874,2875,2888,2903,2917,2925,2943,2957,2963],{},[82,2876,2877,2883,2884,2887],{},[38,2878,2879,2882],{},[134,2880,2881],{},"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 ",[134,2885,2886],{},"env | grep ANTHROPIC"," 检查",[82,2889,2890,2896,2897,2899,2900,2902],{},[38,2891,2892,2893,2895],{},"长会话不 ",[134,2894,183],{}," 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 ",[134,2898,183],{}," 一次或 ",[134,2901,187],{}," 开新会话",[82,2904,2905,2910,2911,2916],{},[38,2906,2907,2909],{},[134,2908,2183],{}," 切换是个坑","：跨模型切会丢部分 context ",[71,2912,2915],{"href":2913,"rel":2914},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[75],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[82,2918,2919,2924],{},[38,2920,2921,2923],{},[134,2922,2118],{}," 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",[82,2926,2927,2932,2933,2244,2936,2244,2939,2942],{},[38,2928,2929,2931],{},[134,2930,368],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[134,2934,2935],{},"\u002Fdeploy",[134,2937,2938],{},"\u002Fmigrate",[134,2940,2941],{},"\u002Freview-pr","，提交进 git",[82,2944,2945,2948,2949,2952,2953,2956],{},[38,2946,2947],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[134,2950,2951],{},"--permission-mode plan"," 或开 ",[134,2954,2955],{},"acceptEdits"," 但配合 git worktree",[82,2958,2959,2962],{},[38,2960,2961],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[82,2964,2965,2968],{},[38,2966,2967],{},"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",[23,2970,765],{"id":765},[79,2972,2973,2985,2995,3007],{},[82,2974,770,2975,773,2977,773,2979,773,2981,773,2983],{},[71,2976,1419],{"href":1418},[71,2978,1423],{"href":1422},[71,2980,1515],{"href":1514},[71,2982,967],{"href":2669},[71,2984,1521],{"href":1520},[82,2986,784,2987,773,2989,773,2991,773,2993],{},[71,2988,788],{"href":787},[71,2990,1837],{"href":1836},[71,2992,792],{"href":791},[71,2994,1844],{"href":1843},[82,2996,803,2997,773,3001,773,3003],{},[71,2998,3000],{"href":2999},"\u002Fmodels\u002Fclaude-opus-4.html","Claude Opus 4",[71,3002,811],{"href":810},[71,3004,3006],{"href":3005},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[82,3008,818,3009,773,3011],{},[71,3010,822],{"href":821},[71,3012,3014],{"href":3013},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[23,3016,829],{"id":829},[79,3018,3019,3025,3031,3037,3044,3050],{},[82,3020,834,3021],{},[71,3022,3023],{"href":3023,"rel":3024},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[75],[82,3026,1857,3027],{},[71,3028,3029],{"href":3029,"rel":3030},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[75],[82,3032,1876,3033],{},[71,3034,3035],{"href":3035,"rel":3036},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[75],[82,3038,3039,3040],{},"CLI Reference：",[71,3041,3042],{"href":3042,"rel":3043},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[75],[82,3045,3046,3047],{},"官方定价：",[71,3048,2391],{"href":2391,"rel":3049},[75],[82,3051,3052],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[35,3054,861,3055,865],{},[71,3056,864],{"href":864},[867,3058,869],{},{"title":132,"searchDepth":162,"depth":162,"links":3060},[3061,3062,3069,3070,3071,3072,3073,3074,3075],{"id":25,"depth":151,"text":26},{"id":1004,"depth":151,"text":1004,"children":3063},[3064,3065,3066,3067,3068],{"id":2002,"depth":162,"text":2003},{"id":2044,"depth":162,"text":2045},{"id":2093,"depth":162,"text":2094},{"id":2270,"depth":162,"text":2271},{"id":2362,"depth":162,"text":2363},{"id":384,"depth":151,"text":384},{"id":1231,"depth":151,"text":1232},{"id":1454,"depth":151,"text":1454},{"id":528,"depth":151,"text":528},{"id":1659,"depth":151,"text":1659},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"\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。",[898],{},[3081,3082,3083],"claude-opus-4","claude-sonnet-4-5","claude-haiku-4",[3085,3086,3087],"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",[910,911,912],[3091,3097,3102,3106],{"plan":3092,"price":3093,"limit":3094,"cn_pay":3095,"note":3096},"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":3098,"price":2821,"limit":3099,"cn_pay":3100,"note":3101},"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":3103,"price":2443,"limit":3104,"cn_pay":3100,"note":3105},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":3107,"price":2456,"limit":3108,"cn_pay":3100,"note":3109},"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":263,"ux":257,"price":162,"cn_support":151,"stability":257},{"title":545,"description":3077},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用",[3115,3117,3118,3120,3123],{"title":3116,"url":3029},"Claude Code 官方文档",{"title":2393,"url":2391},{"title":3119,"url":3042},"Claude Code CLI Reference",{"title":3121,"url":3122},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":3124,"url":2087},"Claude Code Cheat Sheet 2026","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[3127,3128,3129,3130,3131],"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",[890,955,956,1966,3134,3135],"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":3139,"title":1521,"alternatives":3140,"api_compatible":3143,"body":3148,"category":890,"chinese_friendly":257,"cover":3638,"description":3639,"domestic":893,"extension":894,"faq":3640,"free":893,"github":3598,"languages":3656,"meta":3657,"models":3658,"navigation":253,"notSuitable":3664,"opensource":253,"path":3668,"pillar":908,"platforms":3669,"priceTable":3670,"pricing":3682,"published":1937,"relatedPlaybooks":3683,"relatedReviews":895,"score":3686,"self_host":253,"seo":3687,"seoTitle":895,"slug":970,"sources":3688,"stem":3697,"suitable":3698,"tagline":3704,"tags":3705,"updated":1959,"verdict":3710,"website":3592,"__hash__":3711},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcline.md",[3141,1940,13,3142],"coding\u002Fcli\u002Froo-code","coding\u002Fide\u002Fcursor",[18,1966,3144,3145,3146,3147],"openrouter","bedrock","vertex","ollama",{"type":20,"value":3149,"toc":3622},[3150,3152,3167,3170,3173,3199,3202,3204,3252,3257,3268,3272,3277,3281,3315,3318,3322,3333,3337,3340,3342,3350,3353,3483,3485,3546,3548,3555,3557,3584,3586,3614],[23,3151,26],{"id":25},[28,3153,3155,3164],{"className":3154},[31,32,33],[35,3156,3157,3159,3160,3163],{},[38,3158,40],{}," Cline 是 VS Code 里的开源 AI Agent 插件（Apache-2.0，58k+ stars），",[38,3161,3162],{},"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。",[35,3165,3166],{},"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。",[23,3168,3169],{"id":3169},"它到底是个什么",[35,3171,3172],{},"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：",[79,3174,3175,3180,3185,3194],{},[82,3176,3177,3179],{},[38,3178,564],{},"：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。",[82,3181,3182,3184],{},[38,3183,579],{},"：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。",[82,3186,3187,3189,3190,3193],{},[38,3188,792],{},"：原生支持 MCP 协议，并维护一个",[38,3191,3192],{},"社区 Marketplace","——比 Cursor \u002F Claude Code 的 MCP 生态都大。",[82,3195,3196,3198],{},[38,3197,1528],{},"：Apache-2.0，可 fork \u002F 审计 \u002F 自部署，企业合规友好。",[35,3200,3201],{},"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）。",[23,3203,407],{"id":407},[393,3205,3206,3218],{},[396,3207,3208],{},[399,3209,3210,3213,3215],{},[402,3211,3212],{},"档位",[402,3214,407],{},[402,3216,3217],{},"说明",[412,3219,3220,3230,3241],{},[399,3221,3222,3225,3227],{},[417,3223,3224],{},"插件本体",[417,3226,390],{},[417,3228,3229],{},"Apache-2.0 开源",[399,3231,3232,3235,3238],{},[417,3233,3234],{},"BYOK",[417,3236,3237],{},"按 API 计费",[417,3239,3240],{},"0 厂商抽成，付的钱全进 API 厂商口袋",[399,3242,3243,3246,3249],{},[417,3244,3245],{},"Cline Teams",[417,3247,3248],{},"询价",[417,3250,3251],{},"SSO + RBAC + 集中策略 + 审计 + 用量分析",[35,3253,3254],{},[38,3255,3256],{},"真实成本范例（参考）：",[79,3258,3259,3262,3265],{},[82,3260,3261],{},"Claude Sonnet 4.6 BYOK：$3 \u002F $15 per 1M token（input\u002Foutput），重度日用 $30-100\u002F月",[82,3263,3264],{},"DeepSeek V4 Pro BYOK：$0.435 \u002F $0.87 per 1M token，重度日用 $5-15\u002F月",[82,3266,3267],{},"Ollama 本地：$0（电费忽略），但需要 RTX 3090+ 才能跑 Qwen2.5-Coder 32B",[23,3269,3271],{"id":3270},"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）",[54,3273,3274],{},[35,3275,3276],{},"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。",[63,3278,3280],{"id":3279},"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",[1456,3282,3283,3286,3302,3308],{},[82,3284,3285],{},"输入任务：\"在这个 Express 项目里加一个 \u002Fapi\u002Fusers\u002Fme endpoint\"",[82,3287,3288,3291,3292,1020,3295,1020,3298,3301],{},[38,3289,3290],{},"Plan 阶段","：Cline 先读 ",[134,3293,3294],{},"package.json",[134,3296,3297],{},"app.js",[134,3299,3300],{},"routes\u002F","，列出需要新建\u002F修改的文件",[82,3303,3304,3307],{},[38,3305,3306],{},"Act 阶段","：每改一个文件、每跑一条命令都弹审批",[82,3309,3310,3311,3314],{},"完成后跑 ",[134,3312,3313],{},"npm test"," 验证",[35,3316,3317],{},"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。",[63,3319,3321],{"id":3320},"任务-2byok-切到-deepseek-压成本","任务 2：BYOK 切到 DeepSeek 压成本",[35,3323,3324,3325,3328,3329,3332],{},"设置里选 OpenAI-compatible，base URL 填 DeepSeek 的 endpoint（",[134,3326,3327],{},"https:\u002F\u002Fapi.deepseek.com","），key 填好，模型选 ",[134,3330,3331],{},"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。",[63,3334,3336],{"id":3335},"任务-3mcp-marketplace-装数据库-server","任务 3：MCP Marketplace 装数据库 server",[35,3338,3339],{},"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。",[23,3341,1232],{"id":1231},[127,3343,3348],{"className":3344,"code":3346,"language":3347,"meta":132},[3345],"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",[134,3349,3346],{"__ignoreMap":132},[23,3351,3352],{"id":3352},"同类对比",[393,3354,3355,3370],{},[396,3356,3357],{},[399,3358,3359,3361,3363,3366,3368],{},[402,3360,537],{},[402,3362,1521],{},[402,3364,3365],{},"Roo Code",[402,3367,1419],{},[402,3369,545],{},[412,3371,3372,3387,3401,3414,3430,3449,3466],{},[399,3373,3374,3376,3379,3381,3384],{},[417,3375,564],{},[417,3377,3378],{},"VS Code 插件",[417,3380,3378],{},[417,3382,3383],{},"独立 IDE",[417,3385,3386],{},"终端",[399,3388,3389,3391,3394,3396,3399],{},[417,3390,1528],{},[417,3392,3393],{},"Apache-2.0",[417,3395,3393],{},[417,3397,3398],{},"闭源",[417,3400,3398],{},[399,3402,3403,3405,3407,3409,3412],{},[417,3404,3234],{},[417,3406,1531],{},[417,3408,1531],{},[417,3410,3411],{},"部分",[417,3413,1534],{},[399,3415,3416,3419,3422,3425,3428],{},[417,3417,3418],{},"默认审批",[417,3420,3421],{},"每步",[417,3423,3424],{},"可配置",[417,3426,3427],{},"Accept All",[417,3429,3424],{},[399,3431,3432,3435,3441,3444,3447],{},[417,3433,3434],{},"MCP 生态",[417,3436,3437,3440],{},[38,3438,3439],{},"最大","（Marketplace）",[417,3442,3443],{},"中",[417,3445,3446],{},"中（注册表 200+）",[417,3448,3443],{},[399,3450,3451,3454,3457,3460,3463],{},[417,3452,3453],{},"团队功能",[417,3455,3456],{},"Cline Teams（询价）",[417,3458,3459],{},"Cloud Team $99\u002F月",[417,3461,3462],{},"Teams $40\u002F用户\u002F月",[417,3464,3465],{},"Claude Team",[399,3467,3468,3471,3474,3477,3480],{},[417,3469,3470],{},"适合",[417,3472,3473],{},"谨慎派 + BYOK",[417,3475,3476],{},"Mode 切换重度 + Cloud Agent",[417,3478,3479],{},"GUI 全能",[417,3481,3482],{},"终端硬核",[23,3484,1659],{"id":1659},[1456,3486,3487,3493,3507,3517,3523,3529],{},[82,3488,3489,3492],{},[38,3490,3491],{},"每步审批默认开","，新手会觉得烦——可在设置里把信任的工具加白名单（read_file \u002F list_dir 等）减少弹窗。",[82,3494,3495,3498,3499,3502,3503,3506],{},[38,3496,3497],{},"BYOK 别填错 base URL","，DeepSeek \u002F 第三方 OpenAI 兼容端需要写对 ",[134,3500,3501],{},"https:\u002F\u002Fapi.deepseek.com\u002Fv1","，少 ",[134,3504,3505],{},"\u002Fv1"," 会 404。",[82,3508,3509,3512,3513,3516],{},[38,3510,3511],{},"Plan 阶段读太多文件","，第一轮上下文容易吃光配额——大项目里加 ",[134,3514,3515],{},".clineignore"," 排除 node_modules \u002F dist。",[82,3518,3519,3522],{},[38,3520,3521],{},"MCP server 装多了会拖慢启动","，VS Code 启动时会逐个连，配置 30+ 个 server 会明显卡顿，按需启用。",[82,3524,3525,3528],{},[38,3526,3527],{},"OpenRouter \u002F 第三方代理 endpoint 偶尔抽风","，可以同时配 2 个 provider 互为备份。",[82,3530,3531,3534,3535,773,3538,3541,3542,3545],{},[38,3532,3533],{},"跨平台 path 问题","：Windows 下 Cline 跑的 shell 默认是 cmd 而非 git-bash，命令里 ",[134,3536,3537],{},"&&",[134,3539,3540],{},"$HOME"," 等可能失败，配置改 ",[134,3543,3544],{},"terminal.integrated.defaultProfile.windows","。",[23,3547,1761],{"id":1760},[35,3549,3550,3551,3554],{},"✅ 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。",[3552,3553],"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。",[23,3556,765],{"id":765},[79,3558,3559,3566,3573],{},[82,3560,3561,3562],{},"配套 playbook：",[71,3563,3565],{"href":3564},"\u002Fplaybook\u002Fcline-vs-roo-code.html","Cline vs Roo Code 怎么选",[82,3567,3568,3569],{},"同分类：",[71,3570,3572],{"href":3571},"\u002Fcoding\u002Fcli\u002F","AI CLI 全分类",[82,3574,3575,3576,3579,3580,3579,3582],{},"替代品：",[71,3577,3365],{"href":3578},"\u002Fcoding\u002Fcli\u002Froo-code.html"," · ",[71,3581,967],{"href":2669},[71,3583,545],{"href":544},[23,3585,829],{"id":829},[79,3587,3588,3594,3600,3607],{},[82,3589,834,3590],{},[71,3591,3592],{"href":3592,"rel":3593},"https:\u002F\u002Fcline.bot",[75],[82,3595,1876,3596],{},[71,3597,3598],{"href":3598,"rel":3599},"https:\u002F\u002Fgithub.com\u002Fcline\u002Fcline",[75],[82,3601,3602,3603],{},"Roo Code vs Cline（Serenities AI 2026）：",[71,3604,3605],{"href":3605,"rel":3606},"https:\u002F\u002Fserenitiesai.com\u002Farticles\u002Froo-code-vs-cline-ai-coding-2026",[75],[82,3608,3609,3610],{},"Roo Code vs Cline（Qodo 2025-12）：",[71,3611,3612],{"href":3612,"rel":3613},"https:\u002F\u002Fwww.qodo.ai\u002Fblog\u002Froo-code-vs-cline",[75],[54,3615,3616],{},[35,3617,3618,3619,3621],{},"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 ",[71,3620,864],{"href":864}," 反馈更新。",{"title":132,"searchDepth":162,"depth":162,"links":3623},[3624,3625,3626,3627,3632,3633,3634,3635,3636,3637],{"id":25,"depth":151,"text":26},{"id":3169,"depth":151,"text":3169},{"id":407,"depth":151,"text":407},{"id":3270,"depth":151,"text":3271,"children":3628},[3629,3630,3631],{"id":3279,"depth":162,"text":3280},{"id":3320,"depth":162,"text":3321},{"id":3335,"depth":162,"text":3336},{"id":1231,"depth":151,"text":1232},{"id":3352,"depth":151,"text":3352},{"id":1659,"depth":151,"text":1659},{"id":1760,"depth":151,"text":1761},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"\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。",[3641,3644,3647,3650,3653],{"q":3642,"a":3643},"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":3645,"a":3646},"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":3648,"a":3649},"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":3651,"a":3652},"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":3654,"a":3655},"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。",[897,898],{},[3659,3660,3661,3662,3663],"claude-sonnet-4.6","claude-opus-4.6","deepseek-v3","qwen-coder","gpt-5",[3665,3666,3667],"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",[912,910,911],[3671,3675,3679],{"plan":3224,"price":390,"limit":3672,"cn_pay":3673,"note":3674},"Apache-2.0 开源，VS Code Marketplace 安装","—","0 厂商抽成",{"plan":3096,"price":3237,"limit":3676,"cn_pay":3677,"note":3678},"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":3245,"price":3680,"limit":3251,"cn_pay":3673,"note":3681},"$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",[3684,3685],"ai-coding\u002Fcline-vs-roo-code","ai-coding\u002Fbyok-cost-optimization",{"power":257,"ux":257,"price":263,"cn_support":257,"stability":257},{"title":1521,"description":3639},[3689,3691,3693,3695],{"title":3690,"url":3598},"Cline GitHub",{"title":3692,"url":3592},"Cline 官网",{"title":3694,"url":3605},"Roo Code vs Cline（Serenities AI 2026）",{"title":3696,"url":3612},"Roo Code vs Cline（Qodo 2025-12）","tools\u002Fcoding\u002Fcli\u002Fcline",[3699,3700,3701,3702,3703],"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",[955,3706,957,3707,3708,3709],"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":3713,"title":1515,"alternatives":3714,"api_compatible":3715,"body":3716,"category":890,"chinese_friendly":162,"cover":4351,"description":4352,"domestic":893,"extension":894,"faq":4353,"free":893,"github":3741,"languages":4368,"meta":4369,"models":4370,"navigation":253,"notSuitable":4374,"opensource":253,"path":4378,"pillar":908,"platforms":4379,"priceTable":4380,"pricing":4395,"published":1937,"relatedPlaybooks":4396,"relatedReviews":895,"score":4399,"self_host":893,"seo":4400,"seoTitle":895,"slug":969,"sources":4401,"stem":4410,"suitable":4411,"tagline":4416,"tags":4417,"updated":1959,"verdict":4420,"website":4305,"__hash__":4421},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex.md",[13,1940,970],[18],{"type":20,"value":3717,"toc":4335},[3718,3720,3735,3737,3748,3751,3771,3774,3804,3806,3862,3867,3871,3876,3880,3902,3905,3909,3932,3936,3956,3959,3961,4062,4072,4074,4206,4211,4213,4267,4269,4275,4277,4297,4299,4326,4332],[23,3719,26],{"id":25},[28,3721,3723,3732],{"className":3722},[31,32,33],[35,3724,3725,3727,3728,3731],{},[38,3726,40],{}," Codex CLI 是 OpenAI 官方做的终端 Coding Agent，对标 Claude Code。",[38,3729,3730],{},"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。",[35,3733,3734],{},"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。",[23,3736,3169],{"id":3169},[35,3738,3739,3744,3745,3747],{},[71,3740,3743],{"href":3741,"rel":3742},"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex",[75],"GitHub: openai\u002Fcodex","，",[38,3746,3229],{},"，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。",[35,3749,3750],{},"2026 的三个主线：",[1456,3752,3753,3759,3765],{},[82,3754,3755,3758],{},[38,3756,3757],{},"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。",[82,3760,3761,3764],{},[38,3762,3763],{},"Agent 自主性","：Subagents GA、Smart Approvals、PostToolUse hooks、worktree 自动化。",[82,3766,3767,3770],{},[38,3768,3769],{},"企业就绪","：自定义 CA 证书、userpromptsubmit hooks、托管配置、插件策略强制。",[35,3772,3773],{},"最有用的 4 个能力：",[79,3775,3776,3782,3788,3794],{},[82,3777,3778,3781],{},[38,3779,3780],{},"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。",[82,3783,3784,3787],{},[38,3785,3786],{},"MCP 工具调用","：连 GitHub \u002F 数据库 \u002F Slack \u002F 自建 server，支持并行 tool call。",[82,3789,3790,3793],{},[38,3791,3792],{},"Subagents","：把大任务拆给多个并行 sub-agent，token 用得多但效率高。",[82,3795,3796,3799,3800,3803],{},[38,3797,3798],{},"Image inputs","：终端里 ",[134,3801,3802],{},"codex -i screenshot.png \"解释这个错误\""," 直接读图。",[23,3805,407],{"id":407},[393,3807,3808,3818],{},[396,3809,3810],{},[399,3811,3812,3814,3816],{},[402,3813,3212],{},[402,3815,407],{},[402,3817,3217],{},[412,3819,3820,3830,3840,3851],{},[399,3821,3822,3825,3827],{},[417,3823,3824],{},"ChatGPT Plus",[417,3826,2821],{},[417,3828,3829],{},"含 Codex CLI 用量（2026-03 起 mini 模型额度 +4×）",[399,3831,3832,3835,3837],{},[417,3833,3834],{},"ChatGPT Pro",[417,3836,2456],{},[417,3838,3839],{},"更高额度 + 优先处理 + Spark 研究预览",[399,3841,3842,3845,3848],{},[417,3843,3844],{},"Business \u002F Edu \u002F Team",[417,3846,3847],{},"$25-30\u002F用户\u002F月起",[417,3849,3850],{},"企业管理 + SSO + Codex 含在内",[399,3852,3853,3856,3859],{},[417,3854,3855],{},"纯 API",[417,3857,3858],{},"按 token",[417,3860,3861],{},"gpt-5.5 ≈ $1.25 \u002F $10 per 1M token",[54,3863,3864],{},[35,3865,3866],{},"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。",[23,3868,3870],{"id":3869},"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）",[54,3872,3873],{},[35,3874,3875],{},"来源说明：以下基于 Codex CLI 官方 features 文档与公开评测整合。",[63,3877,3879],{"id":3878},"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",[127,3881,3883],{"className":129,"code":3882,"language":131,"meta":132,"style":132},"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",[134,3884,3885,3895],{"__ignoreMap":132},[137,3886,3887,3890,3892],{"class":139,"line":140},[137,3888,3889],{"class":154},"codex",[137,3891,1250],{"class":143},[137,3893,3894],{"class":147}," gpt-5-codex\n",[137,3896,3897,3899],{"class":139,"line":151},[137,3898,166],{"class":165},[137,3900,3901],{"class":169}," 在 src\u002Fauth 模块下加 OAuth2 callback handler，参考已有的 token refresh 实现\n",[35,3903,3904],{},"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。",[63,3906,3908],{"id":3907},"任务-2ci-失败自动-debug","任务 2：CI 失败自动 debug",[127,3910,3912],{"className":129,"code":3911,"language":131,"meta":132,"style":132},"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",[134,3913,3914,3927],{"__ignoreMap":132},[137,3915,3916,3918,3921,3924],{"class":139,"line":140},[137,3917,3889],{"class":154},[137,3919,3920],{"class":143}," --features",[137,3922,3923],{"class":147}," enable",[137,3925,3926],{"class":147}," post_tool_use_hook\n",[137,3928,3929],{"class":139,"line":151},[137,3930,3931],{"class":158},"# 然后跑 cargo test，CI 失败时 Hook 自动触发 Agent 分析失败 + 写 fix\n",[63,3933,3935],{"id":3934},"任务-3跨仓库脚手架生成","任务 3：跨仓库脚手架生成",[127,3937,3939],{"className":129,"code":3938,"language":131,"meta":132,"style":132},"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",[134,3940,3941,3949],{"__ignoreMap":132},[137,3942,3943,3945,3947],{"class":139,"line":140},[137,3944,3889],{"class":154},[137,3946,1250],{"class":143},[137,3948,3894],{"class":147},[137,3950,3951,3953],{"class":139,"line":151},[137,3952,166],{"class":165},[137,3954,3955],{"class":169}," 用 mono-repo 模式建 3 个 package：core \u002F cli \u002F web，统一走 pnpm workspace\n",[35,3957,3958],{},"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。",[23,3960,1232],{"id":1231},[127,3962,3964],{"className":129,"code":3963,"language":131,"meta":132,"style":132},"# 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",[134,3965,3966,3971,3985,3989,3994,3999,4003,4010,4025,4038,4051],{"__ignoreMap":132},[137,3967,3968],{"class":139,"line":140},[137,3969,3970],{"class":158},"# macOS \u002F Linux\n",[137,3972,3973,3975,3977,3980,3982],{"class":139,"line":151},[137,3974,236],{"class":154},[137,3976,239],{"class":143},[137,3978,3979],{"class":147}," https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh",[137,3981,245],{"class":165},[137,3983,3984],{"class":154}," sh\n",[137,3986,3987],{"class":139,"line":162},[137,3988,254],{"emptyLinePlaceholder":253},[137,3990,3991],{"class":139,"line":257},[137,3992,3993],{"class":158},"# Windows（原生 PowerShell）\n",[137,3995,3996],{"class":139,"line":263},[137,3997,3998],{"class":158},"# 见官方 Windows setup guide，或用 npm i -g @openai\u002Fcodex\n",[137,4000,4001],{"class":139,"line":278},[137,4002,254],{"emptyLinePlaceholder":253},[137,4004,4005,4007],{"class":139,"line":283},[137,4006,3889],{"class":154},[137,4008,4009],{"class":158},"                          # 启动 TUI\n",[137,4011,4012,4014,4016,4019,4022],{"class":139,"line":289},[137,4013,3889],{"class":154},[137,4015,1250],{"class":143},[137,4017,4018],{"class":147}," gpt-5-codex",[137,4020,4021],{"class":147}," .",[137,4023,4024],{"class":158},"         # 在当前目录起 Agent\n",[137,4026,4027,4029,4032,4035],{"class":139,"line":300},[137,4028,3889],{"class":154},[137,4030,4031],{"class":143}," --remote",[137,4033,4034],{"class":147}," wss:\u002F\u002F...",[137,4036,4037],{"class":158},"       # 远程模式（SSH \u002F 容器）\n",[137,4039,4040,4042,4045,4048],{"class":139,"line":305},[137,4041,3889],{"class":154},[137,4043,4044],{"class":147}," features",[137,4046,4047],{"class":147}," list",[137,4049,4050],{"class":158},"            # 看可用 feature flag\n",[137,4052,4053,4055,4057,4059],{"class":139,"line":311},[137,4054,3889],{"class":154},[137,4056,4044],{"class":147},[137,4058,3923],{"class":147},[137,4060,4061],{"class":147}," unified_exec\n",[35,4063,4064,4065,4068,4069,1735],{},"配置文件：",[134,4066,4067],{},"$CODEX_HOME\u002Fconfig.toml","（默认 ",[134,4070,4071],{},"~\u002F.codex\u002Fconfig.toml",[23,4073,3352],{"id":3352},[393,4075,4076,4090],{},[396,4077,4078],{},[399,4079,4080,4082,4084,4086,4088],{},[402,4081,537],{},[402,4083,1515],{},[402,4085,545],{},[402,4087,967],{},[402,4089,1521],{},[412,4091,4092,4106,4122,4138,4155,4167,4181,4193],{},[399,4093,4094,4096,4099,4101,4104],{},[417,4095,564],{},[417,4097,4098],{},"终端 TUI",[417,4100,4098],{},[417,4102,4103],{},"终端 REPL",[417,4105,3378],{},[399,4107,4108,4111,4114,4117,4120],{},[417,4109,4110],{},"默认模型",[417,4112,4113],{},"gpt-5-codex",[417,4115,4116],{},"Claude Sonnet\u002FOpus",[417,4118,4119],{},"BYOK 任意",[417,4121,4119],{},[399,4123,4124,4127,4130,4133,4136],{},[417,4125,4126],{},"含在订阅",[417,4128,4129],{},"ChatGPT Plus\u002FPro",[417,4131,4132],{},"Claude.ai $20\u002F月",[417,4134,4135],{},"❌（仅 API）",[417,4137,4135],{},[399,4139,4140,4143,4146,4149,4152],{},[417,4141,4142],{},"沙箱",[417,4144,4145],{},"macOS Sandbox \u002F Landlock \u002F AppContainer",[417,4147,4148],{},"类似",[417,4150,4151],{},"无",[417,4153,4154],{},"VS Code 环境",[399,4156,4157,4159,4161,4163,4165],{},[417,4158,792],{},[417,4160,1531],{},[417,4162,1531],{},[417,4164,3411],{},[417,4166,1531],{},[399,4168,4169,4171,4174,4177,4179],{},[417,4170,3792],{},[417,4172,4173],{},"✅ GA",[417,4175,4176],{},"✅ Task tool",[417,4178,1534],{},[417,4180,1534],{},[399,4182,4183,4185,4187,4189,4191],{},[417,4184,1528],{},[417,4186,3393],{},[417,4188,3398],{},[417,4190,3393],{},[417,4192,3393],{},[399,4194,4195,4198,4200,4202,4204],{},[417,4196,4197],{},"原生 Windows",[417,4199,1531],{},[417,4201,3411],{},[417,4203,1531],{},[417,4205,1531],{},[54,4207,4208],{},[35,4209,4210],{},"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。",[23,4212,1659],{"id":1659},[1456,4214,4215,4221,4231,4241,4247,4253],{},[82,4216,4217,4220],{},[38,4218,4219],{},"国内访问别频繁切 IP","，OpenAI 风控严，账号被封基本无法找回。",[82,4222,4223,4226,4227,4230],{},[38,4224,4225],{},"沙箱默认会限制网络","，跑 ",[134,4228,4229],{},"npm install"," 等需要联网的命令前先看 approval 弹窗。",[82,4232,4233,4236,4237,4240],{},[38,4234,4235],{},"Subagents 吃 token 多","，预算敏感时关闭 ",[134,4238,4239],{},"[agents]"," 配置或换 mini 模型。",[82,4242,4243,4246],{},[38,4244,4245],{},"WebSocket 远程模式只接受 wss:\u002F\u002F 或 localhost ws:\u002F\u002F","，远程公网必须 TLS。",[82,4248,4249,4252],{},[38,4250,4251],{},"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。",[82,4254,4255,4262,4263,4266],{},[38,4256,4257,4258,4261],{},"不要用过期的 ",[134,4259,4260],{},"--approval-mode"," 旧参数","，新版用 ",[134,4264,4265],{},"codex features"," 子命令管理。",[23,4268,1761],{"id":1760},[35,4270,4271,4272,4274],{},"✅ 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。",[3552,4273],{},"\n❌ GUI 党；纯内网开发；偏好 Claude 长上下文风格的人。",[23,4276,765],{"id":765},[79,4278,4279,4285,4289],{},[82,4280,3561,4281],{},[71,4282,4284],{"href":4283},"\u002Fplaybook\u002Fcodex-cli-vs-claude-code.html","Codex CLI vs Claude Code 怎么选",[82,4286,3568,4287],{},[71,4288,3572],{"href":3571},[82,4290,3575,4291,3579,4293,3579,4295],{},[71,4292,545],{"href":544},[71,4294,967],{"href":2669},[71,4296,1521],{"href":1520},[23,4298,829],{"id":829},[79,4300,4301,4307,4314,4319],{},[82,4302,1857,4303],{},[71,4304,4305],{"href":4305,"rel":4306},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli",[75],[82,4308,4309,4310],{},"Features 页：",[71,4311,4312],{"href":4312,"rel":4313},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli\u002Ffeatures",[75],[82,4315,1876,4316],{},[71,4317,3741],{"href":3741,"rel":4318},[75],[82,4320,4321,4322],{},"2026 更新综述：",[71,4323,4324],{"href":4324,"rel":4325},"https:\u002F\u002Fcodex.danielvaughan.com\u002F2026\u002F03\u002F27\u002Fcodex-cli-in-2026-whats-new",[75],[54,4327,4328],{},[35,4329,3618,4330,3621],{},[71,4331,864],{"href":864},[867,4333,4334],{},"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":132,"searchDepth":162,"depth":162,"links":4336},[4337,4338,4339,4340,4345,4346,4347,4348,4349,4350],{"id":25,"depth":151,"text":26},{"id":3169,"depth":151,"text":3169},{"id":407,"depth":151,"text":407},{"id":3869,"depth":151,"text":3870,"children":4341},[4342,4343,4344],{"id":3878,"depth":162,"text":3879},{"id":3907,"depth":162,"text":3908},{"id":3934,"depth":162,"text":3935},{"id":1231,"depth":151,"text":1232},{"id":3352,"depth":151,"text":3352},{"id":1659,"depth":151,"text":1659},{"id":1760,"depth":151,"text":1761},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"\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。",[4354,4357,4360,4362,4365],{"q":4355,"a":4356},"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":4358,"a":4359},"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":3654,"a":4361},"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":4363,"a":4364},"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":4366,"a":4367},"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。",[897,898],{},[4371,4113,4372,4373],"gpt-5.5","gpt-5-codex-mini","gpt-5.3-codex-spark",[4375,4376,4377],"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",[912,910,911],[4381,4385,4388,4391],{"plan":3824,"price":2821,"limit":4382,"cn_pay":4383,"note":4384},"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":3834,"price":2456,"limit":4386,"cn_pay":4383,"note":4387},"更高额度 + 优先处理 + GPT-5.3-Codex-Spark 研究预览","Agent 重度用户",{"plan":3844,"price":3847,"limit":4389,"cn_pay":3673,"note":4390},"团队管理 + SSO + Codex 含在内","团队档",{"plan":4392,"price":3858,"limit":4393,"cn_pay":3673,"note":4394},"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",[4397,4398],"ai-coding\u002Fcodex-cli-vs-claude-code","ai-coding\u002Fterminal-agent-workflow",{"power":263,"ux":257,"price":257,"cn_support":162,"stability":257},{"title":1515,"description":4352},[4402,4404,4406,4408],{"title":4403,"url":4305},"Codex CLI 官方文档",{"title":4405,"url":4312},"Codex CLI Features 官方",{"title":4407,"url":3741},"Codex CLI GitHub",{"title":4409,"url":4324},"Codex CLI 2026 更新综述","tools\u002Fcoding\u002Fcli\u002Fcodex",[4412,4413,4414,4415],"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",[890,955,956,18,3663,4418,3135,957,4419],"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":4423,"title":4424,"alternatives":4425,"api_compatible":4426,"body":4429,"category":890,"chinese_friendly":162,"cover":4993,"description":4994,"domestic":893,"extension":894,"faq":4995,"free":893,"github":4967,"languages":5008,"meta":5009,"models":5010,"navigation":253,"notSuitable":5013,"opensource":253,"path":5017,"pillar":908,"platforms":5018,"priceTable":5019,"pricing":5032,"published":5033,"relatedPlaybooks":5034,"relatedReviews":895,"score":5036,"self_host":893,"seo":5037,"seoTitle":895,"slug":5038,"sources":5039,"stem":5044,"suitable":5045,"tagline":5050,"tags":5051,"updated":5033,"verdict":5054,"website":4960,"__hash__":5055},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fgemini-cli.md","Gemini CLI",[13,969,1940],[4427,4428],"gemini","vertex-ai",{"type":20,"value":4430,"toc":4977},[4431,4433,4447,4450,4456,4459,4479,4482,4534,4537,4540,4621,4624,4673,4676,4680,4683,4704,4707,4710,4714,4720,4723,4727,4733,4736,4740,4776,4779,4781,4890,4895,4909,4911,4943,4945,4951,4953,4969,4974],[23,4432,26],{"id":25},[28,4434,4436,4444],{"className":4435},[31,32,33],[35,4437,4438,4440,4441,3545],{},[38,4439,40],{}," 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 ",[38,4442,4443],{},"1M token 上下文 + 个人账号免费额度",[35,4445,4446],{},"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。",[23,4448,4449],{"id":4449},"它是什么",[35,4451,4452,4453,4455],{},"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 ",[134,4454,4427],{},"，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。",[35,4457,4458],{},"它的特点不是「最强代码生成」，而是三件事：",[1456,4460,4461,4467,4473],{},[82,4462,4463,4466],{},[38,4464,4465],{},"上下文大","：官方文档强调可访问 Gemini 2.5 Pro 的 1M token context window。",[82,4468,4469,4472],{},[38,4470,4471],{},"免费额度大","：个人 Google 账号入口标注 60 requests\u002Fmin、1,000 requests\u002Fday。",[82,4474,4475,4478],{},[38,4476,4477],{},"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。",[23,4480,4481],{"id":4481},"安装与启动",[127,4483,4485],{"className":129,"code":4484,"language":131,"meta":132,"style":132},"# 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",[134,4486,4487,4492,4500,4504,4509,4520,4524,4529],{"__ignoreMap":132},[137,4488,4489],{"class":139,"line":140},[137,4490,4491],{"class":158},"# 免安装试用\n",[137,4493,4494,4497],{"class":139,"line":151},[137,4495,4496],{"class":154},"npx",[137,4498,4499],{"class":147}," https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\n",[137,4501,4502],{"class":139,"line":162},[137,4503,254],{"emptyLinePlaceholder":253},[137,4505,4506],{"class":139,"line":257},[137,4507,4508],{"class":158},"# 全局安装\n",[137,4510,4511,4513,4515,4517],{"class":139,"line":263},[137,4512,266],{"class":154},[137,4514,269],{"class":147},[137,4516,272],{"class":143},[137,4518,4519],{"class":147}," @google\u002Fgemini-cli\n",[137,4521,4522],{"class":139,"line":278},[137,4523,254],{"emptyLinePlaceholder":253},[137,4525,4526],{"class":139,"line":283},[137,4527,4528],{"class":158},"# 启动当前目录会话\n",[137,4530,4531],{"class":139,"line":289},[137,4532,4533],{"class":154},"gemini\n",[35,4535,4536],{},"要求 Node.js 20+，支持 Windows \u002F macOS \u002F Linux。",[35,4538,4539],{},"常用命令：",[127,4541,4543],{"className":129,"code":4542,"language":131,"meta":132,"style":132},"# 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",[134,4544,4545,4550,4560,4564,4569,4578,4582,4587,4597,4601,4606],{"__ignoreMap":132},[137,4546,4547],{"class":139,"line":140},[137,4548,4549],{"class":158},"# 非交互问答\n",[137,4551,4552,4554,4557],{"class":139,"line":151},[137,4553,4427],{"class":154},[137,4555,4556],{"class":143}," -p",[137,4558,4559],{"class":147}," \"Explain the architecture of this codebase\"\n",[137,4561,4562],{"class":139,"line":162},[137,4563,254],{"emptyLinePlaceholder":253},[137,4565,4566],{"class":139,"line":257},[137,4567,4568],{"class":158},"# 指定模型\n",[137,4570,4571,4573,4575],{"class":139,"line":263},[137,4572,4427],{"class":154},[137,4574,1250],{"class":143},[137,4576,4577],{"class":147}," gemini-2.5-flash\n",[137,4579,4580],{"class":139,"line":278},[137,4581,254],{"emptyLinePlaceholder":253},[137,4583,4584],{"class":139,"line":283},[137,4585,4586],{"class":158},"# 额外包含目录\n",[137,4588,4589,4591,4594],{"class":139,"line":289},[137,4590,4427],{"class":154},[137,4592,4593],{"class":143}," --include-directories",[137,4595,4596],{"class":147}," ..\u002Fdocs,..\u002Fpackages\n",[137,4598,4599],{"class":139,"line":300},[137,4600,254],{"emptyLinePlaceholder":253},[137,4602,4603],{"class":139,"line":305},[137,4604,4605],{"class":158},"# JSON 输出，方便脚本串联\n",[137,4607,4608,4610,4612,4615,4618],{"class":139,"line":311},[137,4609,4427],{"class":154},[137,4611,4556],{"class":143},[137,4613,4614],{"class":147}," \"Summarize open issues\"",[137,4616,4617],{"class":143}," --output-format",[137,4619,4620],{"class":147}," json\n",[23,4622,4623],{"id":4623},"三种认证路径",[393,4625,4626,4638],{},[396,4627,4628],{},[399,4629,4630,4632,4635],{},[402,4631,404],{},[402,4633,4634],{},"适合谁",[402,4636,4637],{},"关键点",[412,4639,4640,4651,4662],{},[399,4641,4642,4645,4648],{},[417,4643,4644],{},"Google OAuth",[417,4646,4647],{},"个人开发者",[417,4649,4650],{},"免费额度最大，上手最简单",[399,4652,4653,4656,4659],{},[417,4654,4655],{},"Gemini API Key",[417,4657,4658],{},"脚本 \u002F CI",[417,4660,4661],{},"更适合自动化，额度跟 API tier 走",[399,4663,4664,4667,4670],{},[417,4665,4666],{},"Vertex AI",[417,4668,4669],{},"企业 \u002F GCP 团队",[417,4671,4672],{},"IAM、审计、合规、配额更可控",[35,4674,4675],{},"个人使用优先 OAuth；生产和团队内使用优先 Vertex AI。",[23,4677,4679],{"id":4678},"mcp-与项目记忆","MCP 与项目记忆",[35,4681,4682],{},"Gemini CLI 支持两类扩展：",[79,4684,4685,4691],{},[82,4686,4687,4690],{},[38,4688,4689],{},"MCP server","：把 GitHub、数据库、内部 API 暴露给 Agent。",[82,4692,4693,4696,4697,4699,4700,4703],{},[38,4694,4695],{},"GEMINI.md","：类似 Claude Code 的 ",[134,4698,2124],{}," \u002F Copilot 的 ",[134,4701,4702],{},"AGENTS.md","，用于写项目约定、测试命令、编码风格。",[35,4705,4706],{},"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。",[23,4708,4709],{"id":4709},"真实适用场景",[63,4711,4713],{"id":4712},"_1-大仓库先读懂","1. 大仓库先读懂",[127,4715,4718],{"className":4716,"code":4717,"language":3347,"meta":132},[3345],"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",[134,4719,4717],{"__ignoreMap":132},[35,4721,4722],{},"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。",[63,4724,4726],{"id":4725},"_2-查新资料后改代码","2. 查新资料后改代码",[127,4728,4731],{"className":4729,"code":4730,"language":3347,"meta":132},[3345],"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",[134,4732,4730],{"__ignoreMap":132},[35,4734,4735],{},"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。",[63,4737,4739],{"id":4738},"_3-低成本-issue-triage","3. 低成本 issue triage",[127,4741,4743],{"className":129,"code":4742,"language":131,"meta":132,"style":132},"gh issue list --json title,body \\\n  | gemini -p \"按修复难度给这些 issue 排序，输出 JSON\"\n",[134,4744,4745,4763],{"__ignoreMap":132},[137,4746,4747,4750,4753,4755,4758,4761],{"class":139,"line":140},[137,4748,4749],{"class":154},"gh",[137,4751,4752],{"class":147}," issue",[137,4754,4047],{"class":147},[137,4756,4757],{"class":143}," --json",[137,4759,4760],{"class":147}," title,body",[137,4762,1098],{"class":143},[137,4764,4765,4768,4771,4773],{"class":139,"line":151},[137,4766,4767],{"class":165},"  |",[137,4769,4770],{"class":154}," gemini",[137,4772,4556],{"class":143},[137,4774,4775],{"class":147}," \"按修复难度给这些 issue 排序，输出 JSON\"\n",[35,4777,4778],{},"和 Jules Tools \u002F GitHub CLI 组合时，可以把 Gemini CLI 当「任务分拣器」。",[23,4780,528],{"id":528},[393,4782,4783,4797],{},[396,4784,4785],{},[399,4786,4787,4789,4791,4793,4795],{},[402,4788,537],{},[402,4790,4424],{},[402,4792,545],{},[402,4794,1515],{},[402,4796,967],{},[412,4798,4799,4815,4831,4846,4863,4878],{},[399,4800,4801,4804,4807,4809,4812],{},[417,4802,4803],{},"默认生态",[417,4805,4806],{},"Google \u002F Gemini",[417,4808,1164],{},[417,4810,4811],{},"OpenAI \u002F ChatGPT",[417,4813,4814],{},"任意模型",[399,4816,4817,4820,4823,4825,4828],{},[417,4818,4819],{},"免费入口",[417,4821,4822],{},"✅ 很强",[417,4824,1534],{},[417,4826,4827],{},"取决于 ChatGPT 订阅",[417,4829,4830],{},"本体免费，模型自费",[399,4832,4833,4835,4838,4841,4844],{},[417,4834,625],{},[417,4836,4837],{},"1M",[417,4839,4840],{},"1M 级别模型可用",[417,4842,4843],{},"取决于模型",[417,4845,4843],{},[399,4847,4848,4851,4854,4857,4860],{},[417,4849,4850],{},"搜索",[417,4852,4853],{},"Google Search 内置",[417,4855,4856],{},"需工具 \u002F MCP",[417,4858,4859],{},"内置 web 能力",[417,4861,4862],{},"取决于模型 \u002F 工具",[399,4864,4865,4868,4871,4874,4876],{},[417,4866,4867],{},"长任务稳定性",[417,4869,4870],{},"中上",[417,4872,4873],{},"强",[417,4875,4873],{},[417,4877,4870],{},[399,4879,4880,4882,4884,4886,4888],{},[417,4881,1528],{},[417,4883,1531],{},[417,4885,1534],{},[417,4887,1531],{},[417,4889,1531],{},[35,4891,4892],{},[38,4893,4894],{},"AIHO 建议：",[79,4896,4897,4900,4903,4906],{},[82,4898,4899],{},"预算敏感 \u002F 想免费试：Gemini CLI",[82,4901,4902],{},"最稳长任务：Claude Code",[82,4904,4905],{},"已有 ChatGPT Plus\u002FPro：Codex CLI",[82,4907,4908],{},"想接国内模型 \u002F 自定义 base_url：Aider",[23,4910,1659],{"id":1659},[1456,4912,4913,4919,4925,4931,4937],{},[82,4914,4915,4918],{},[38,4916,4917],{},"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。",[82,4920,4921,4924],{},[38,4922,4923],{},"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。",[82,4926,4927,4930],{},[38,4928,4929],{},"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。",[82,4932,4933,4936],{},[38,4934,4935],{},"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。",[82,4938,4939,4942],{},[38,4940,4941],{},"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。",[23,4944,1761],{"id":1760},[35,4946,4947,4948,4950],{},"✅ 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。",[3552,4949],{},"\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。",[23,4952,829],{"id":829},[79,4954,4955,4962],{},[82,4956,4957,4958],{},"Gemini CLI 官方文档：",[71,4959,4960],{"href":4960,"rel":4961},"https:\u002F\u002Fgoogle-gemini.github.io\u002Fgemini-cli\u002F",[75],[82,4963,4964,4965],{},"Gemini CLI GitHub：",[71,4966,4967],{"href":4967,"rel":4968},"https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli",[75],[54,4970,4971],{},[35,4972,4973],{},"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。",[867,4975,4976],{},"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 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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":5000,"a":5001},"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":5003,"a":5004},"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":5006,"a":5007},"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。",[898],{},[5011,5012],"gemini-2.5-pro","gemini-2.5-flash",[5014,5015,5016],"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",[912,910,911],[5020,5024,5028],{"plan":5021,"price":1928,"limit":5022,"note":5023},"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":4655,"price":5025,"limit":5026,"note":5027},"按量计费","取决于 AI Studio \u002F API tier","适合自动化脚本和 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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 ",[38,5688,5689],{},"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。",[35,5692,44,5693,5696,5697,5700],{},[38,5694,5695],{},"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 ",[38,5698,5699],{},"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。",[54,5702,5703],{},[35,5704,5705],{},"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。",[23,5707,61],{"id":61},[63,5709,5711],{"id":5710},"swe-bench-双超-claude-code-的硬实力","SWE-Bench 双超 Claude Code 的硬实力",[35,5713,5714],{},"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：",[79,5716,5717,5723],{},[82,5718,5719,5722],{},[38,5720,5721],{},"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",[82,5724,5725,5728],{},[38,5726,5727],{},"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",[35,5730,5731,5732,5734],{},"这两个基准测的都是 ",[38,5733,611],{},"——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。",[35,5736,5737],{},"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。",[63,5739,5741],{"id":5740},"基于-opencode-架构终端原生","基于 OpenCode 架构，终端原生",[35,5743,5744,5745,5750],{},"MiMo Code 没有从零造轮子，而是 ",[71,5746,5749],{"href":5747,"rel":5748},"https:\u002F\u002Fgithub.com\u002Fsst\u002Fopencode",[75],"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：",[79,5752,5753,5759,5765,5771],{},[82,5754,5755,5758],{},[38,5756,5757],{},"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）",[82,5760,5761,5764],{},[38,5762,5763],{},"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",[82,5766,5767,5770],{},[38,5768,5769],{},"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",[82,5772,5773,5776],{},[38,5774,5775],{},"中文优化","——针对中文代码库、中文需求做了专项调优",[35,5778,5779,5780,5783],{},"继承 OpenCode 架构的好处是 ",[38,5781,5782],{},"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。",[63,5785,5787],{"id":5786},"长程编程-记忆系统","长程编程 + 记忆系统",[35,5789,5790,5791,689],{},"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 ",[38,5792,5763],{},[35,5794,5795,5796,5798,5799,3545],{},"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 ",[134,5797,2118],{}," 重新生成 ",[134,5800,2124],{},[127,5802,5804],{"className":129,"code":5803,"language":131,"meta":132,"style":132},"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",[134,5805,5806,5812,5820],{"__ignoreMap":132},[137,5807,5808,5810],{"class":139,"line":140},[137,5809,144],{"class":143},[137,5811,148],{"class":147},[137,5813,5814,5817],{"class":139,"line":151},[137,5815,5816],{"class":154},"mimo-code",[137,5818,5819],{"class":158},"                      # 启动，自动加载项目记忆\n",[137,5821,5822,5824],{"class":139,"line":162},[137,5823,166],{"class":165},[137,5825,5826],{"class":169}," 继续上次的鉴权模块重构，跑通剩余测试\n",[35,5828,5829],{},"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。",[63,5831,5833],{"id":5832},"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",[35,5835,5836,5837,5840],{},"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 ",[38,5838,5839],{},"不依赖外部 API","，开箱即用、完全免费：",[127,5842,5844],{"className":129,"code":5843,"language":131,"meta":132,"style":132},"> 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",[134,5845,5846,5853],{"__ignoreMap":132},[137,5847,5848,5850],{"class":139,"line":140},[137,5849,166],{"class":165},[137,5851,5852],{"class":169}," 这张设计稿还原成响应式页面，注意移动端适配\n",[137,5854,5855],{"class":139,"line":151},[137,5856,5857],{"class":169},"[附图：design.png]\n",[35,5859,5860],{},"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。",[63,5862,5864],{"id":5863},"mit-协议彻底开源","MIT 协议，彻底开源",[35,5866,5867,5868,5873],{},"MiMo Code 是 ",[71,5869,5872],{"href":5870,"rel":5871},"https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code",[75],"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。",[35,5875,5876],{},"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。",[23,5878,329],{"id":329},[63,5880,1232],{"id":1231},[127,5882,5884],{"className":129,"code":5883,"language":131,"meta":132,"style":132},"# 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",[134,5885,5886,5890,5903,5907,5911,5922,5926,5931,5936,5943,5947,5951,5957,5966],{"__ignoreMap":132},[137,5887,5888],{"class":139,"line":140},[137,5889,231],{"class":158},[137,5891,5892,5894,5896,5899,5901],{"class":139,"line":151},[137,5893,236],{"class":154},[137,5895,239],{"class":143},[137,5897,5898],{"class":147}," https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code\u002Finstall.sh",[137,5900,245],{"class":165},[137,5902,248],{"class":154},[137,5904,5905],{"class":139,"line":162},[137,5906,254],{"emptyLinePlaceholder":253},[137,5908,5909],{"class":139,"line":257},[137,5910,260],{"class":158},[137,5912,5913,5915,5917,5919],{"class":139,"line":263},[137,5914,266],{"class":154},[137,5916,269],{"class":147},[137,5918,272],{"class":143},[137,5920,5921],{"class":147}," mimo-code\n",[137,5923,5924],{"class":139,"line":278},[137,5925,254],{"emptyLinePlaceholder":253},[137,5927,5928],{"class":139,"line":283},[137,5929,5930],{"class":158},"# 内置模型开箱即用，无需 API key\n",[137,5932,5933],{"class":139,"line":289},[137,5934,5935],{"class":158},"# （也可接自托管 MiMo 或其他 OpenAI 兼容模型）\n",[137,5937,5938,5940],{"class":139,"line":300},[137,5939,5816],{"class":154},[137,5941,5942],{"class":158},"                       # 启动\n",[137,5944,5945],{"class":139,"line":305},[137,5946,254],{"emptyLinePlaceholder":253},[137,5948,5949],{"class":139,"line":311},[137,5950,308],{"class":158},[137,5952,5953,5955],{"class":139,"line":318},[137,5954,144],{"class":143},[137,5956,148],{"class":147},[137,5958,5959,5961,5963],{"class":139,"line":8},[137,5960,5816],{"class":154},[137,5962,2628],{"class":147},[137,5964,5965],{"class":158},"                 # 初始化项目记忆\n",[137,5967,5968,5970],{"class":139,"line":1345},[137,5969,5816],{"class":154},[137,5971,5972],{"class":158},"                       # 交互模式\n",[63,5974,332],{"id":332},[35,5976,5977],{},"作为 V0.1.0 产品，MiMo Code 的体感是\"潜力大、毛刺多\"。",[35,5979,5980],{},"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。",[35,5982,5983],{},"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。",[63,5985,5986],{"id":5986},"配置与扩展",[35,5988,5989],{},"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。",[23,5991,384],{"id":384},[35,5993,5994,5995,5998],{},"MiMo Code ",[38,5996,5997],{},"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）：",[393,6000,6001,6011],{},[396,6002,6003],{},[399,6004,6005,6007,6009],{},[402,6006,404],{},[402,6008,407],{},[402,6010,410],{},[412,6012,6013,6025,6037],{},[399,6014,6015,6020,6022],{},[417,6016,6017],{},[38,6018,6019],{},"内置 MiMo 模型",[417,6021,390],{},[417,6023,6024],{},"开箱即用，个人开发者首选",[399,6026,6027,6032,6034],{},[417,6028,6029],{},[38,6030,6031],{},"自托管 MiMo",[417,6033,437],{},[417,6035,6036],{},"企业 \u002F 隐私场景，需 GPU",[399,6038,6039,6044,6046],{},[417,6040,6041],{},[38,6042,6043],{},"接其他模型（BYOK）",[417,6045,3237],{},[417,6047,6048],{},"想用 Claude\u002FGPT 时，自行承担 token 费",[35,6050,6051],{},"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。",[35,6053,6054,6055,6058],{},"但免费的代价是 ",[38,6056,6057],{},"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。",[23,6060,410],{"id":410},[79,6062,6063,6069,6075,6081,6087],{},[82,6064,6065,6068],{},[38,6066,6067],{},"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",[82,6070,6071,6074],{},[38,6072,6073],{},"基准成绩敏感的研究者","：做 Agent 评测、对比实验，MiMo 是重要样本",[82,6076,6077,6080],{},[38,6078,6079],{},"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",[82,6082,6083,6086],{},[38,6084,6085],{},"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",[82,6088,6089,6092],{},[38,6090,6091],{},"国内免费 + 中文友好","：不花钱、不要海外账号、中文体验好",[23,6094,493],{"id":493},[79,6096,6097,6103,6109,6114,6120],{},[82,6098,6099,6102],{},[38,6100,6101],{},"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",[82,6104,6105,6108],{},[38,6106,6107],{},"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",[82,6110,6111,6113],{},[38,6112,518],{},"：CLI Agent 不是补全器",[82,6115,6116,6119],{},[38,6117,6118],{},"不熟悉终端的新手","：TUI + 配置门槛对纯新手不友好",[82,6121,6122,6125],{},[38,6123,6124],{},"要企业级 SLA","：开源 V0.1 无任何承诺",[23,6127,528],{"id":528},[393,6129,6130,6151],{},[396,6131,6132],{},[399,6133,6134,6136,6138,6142,6146],{},[402,6135,537],{},[402,6137,557],{},[402,6139,6140],{},[71,6141,545],{"href":544},[402,6143,6144],{},[71,6145,551],{"href":550},[402,6147,6148],{},[71,6149,11],{"href":6150},"\u002Fcoding\u002Fcli\u002Fkimi-code.html",[412,6152,6153,6165,6181,6195,6209,6224,6239,6252,6264],{},[399,6154,6155,6157,6159,6161,6163],{},[417,6156,564],{},[417,6158,572],{},[417,6160,567],{},[417,6162,572],{},[417,6164,567],{},[399,6166,6167,6170,6173,6175,6178],{},[417,6168,6169],{},"协议",[417,6171,6172],{},"MIT（最宽松）",[417,6174,3398],{},[417,6176,6177],{},"MIT",[417,6179,6180],{},"开源（商用需留意）",[399,6182,6183,6185,6188,6191,6193],{},[417,6184,579],{},[417,6186,6187],{},"MiMo（内置免费）",[417,6189,6190],{},"Claude（闭源）",[417,6192,588],{},[417,6194,582],{},[399,6196,6197,6200,6203,6205,6207],{},[417,6198,6199],{},"SWE-Bench",[417,6201,6202],{},"★★★★★ 62%",[417,6204,614],{},[417,6206,634],{},[417,6208,614],{},[399,6210,6211,6214,6217,6220,6222],{},[417,6212,6213],{},"多模态",[417,6215,6216],{},"✅ 内置免费",[417,6218,6219],{},"✅（计费）",[417,6221,634],{},[417,6223,1531],{},[399,6225,6226,6228,6231,6234,6237],{},[417,6227,5763],{},[417,6229,6230],{},"✅ 跨会话",[417,6232,6233],{},"✅（CLAUDE.md）",[417,6235,6236],{},"⚠️ 基础",[417,6238,6236],{},[399,6240,6241,6244,6246,6248,6250],{},[417,6242,6243],{},"成熟度",[417,6245,650],{},[417,6247,599],{},[417,6249,614],{},[417,6251,614],{},[399,6253,6254,6256,6258,6260,6262],{},[417,6255,655],{},[417,6257,658],{},[417,6259,661],{},[417,6261,664],{},[417,6263,667],{},[399,6265,6266,6268,6270,6272,6274],{},[417,6267,407],{},[417,6269,390],{},[417,6271,677],{},[417,6273,680],{},[417,6275,6276],{},"极低",[35,6278,6279,689],{},[38,6280,6281],{},"选 MiMo Code 如果你",[79,6283,6284,6287,6290,6293],{},[82,6285,6286],{},"想尝鲜基准超 Claude Code 的国产黑马",[82,6288,6289],{},"要 MIT 协议做二次开发 \u002F 商用",[82,6291,6292],{},"需要内置免费多模态",[82,6294,6295],{},"一分钱不想花，又要中文友好",[35,6297,6298,689],{},[38,6299,6300],{},"别选 MiMo Code 如果你",[79,6302,6303,6306,6309,6312],{},[82,6304,6305],{},"生产环境要稳（V0.1.0 太早期）",[82,6307,6308],{},"要成熟插件和 MCP 生态（去 Claude Code）",[82,6310,6311],{},"要 IDE inline 补全（去 Cursor \u002F Copilot）",[82,6313,6314],{},"企业要 SLA 承诺",[23,6316,723],{"id":722},[35,6318,6319,6322],{},[38,6320,6321],{},"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。",[35,6324,6325,6328],{},[38,6326,6327],{},"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。",[35,6330,6331,6334],{},[38,6332,6333],{},"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。",[35,6336,6337,6340],{},[38,6338,6339],{},"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。",[35,6342,6343,6346],{},[38,6344,6345],{},"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。",[35,6348,6349,6352],{},[38,6350,6351],{},"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。",[23,6354,765],{"id":765},[79,6356,6357,6367,6379,6388],{},[82,6358,770,6359,773,6361,773,6363,773,6365],{},[71,6360,545],{"href":544},[71,6362,551],{"href":550},[71,6364,11],{"href":6150},[71,6366,781],{"href":780},[82,6368,784,6369,773,6371,773,6374,773,6376],{},[71,6370,788],{"href":787},[71,6372,6199],{"href":6373},"\u002Fwiki\u002Fswe-bench.html",[71,6375,792],{"href":791},[71,6377,5763],{"href":6378},"\u002Fwiki\u002Fagent-memory.html",[82,6380,803,6381,773,6384,773,6386],{},[71,6382,557],{"href":6383},"\u002Fmodels\u002Fmimo-code.html",[71,6385,811],{"href":810},[71,6387,807],{"href":806},[82,6389,818,6390,773,6392],{},[71,6391,822],{"href":821},[71,6393,826],{"href":825},[23,6395,829],{"id":829},[79,6397,6398,6403,6410,6417,6423],{},[82,6399,841,6400],{},[71,6401,5870],{"href":5870,"rel":6402},[75],[82,6404,6405,6406],{},"技术报告：",[71,6407,6408],{"href":6408,"rel":6409},"https:\u002F\u002Fgithub.com\u002FXiaomiMiMo\u002FMiMo-Code\u002Fblob\u002Fmain\u002FREADME.md",[75],[82,6411,6412,6413],{},"MiMo 系列模型：",[71,6414,6415],{"href":6415,"rel":6416},"https:\u002F\u002Fgithub.com\u002FXiaomiMiMo",[75],[82,6418,6419,6420],{},"OpenCode 架构基础：",[71,6421,5747],{"href":5747,"rel":6422},[75],[82,6424,6425,6426],{},"SWE-Bench 排行榜：",[71,6427,6428],{"href":6428,"rel":6429},"https:\u002F\u002Fwww.swebench.com",[75],[35,6431,861,6432,865],{},[71,6433,864],{"href":864},[867,6435,869],{},{"title":132,"searchDepth":162,"depth":162,"links":6437},[6438,6439,6446,6451,6452,6453,6454,6455,6456,6457],{"id":25,"depth":151,"text":26},{"id":61,"depth":151,"text":61,"children":6440},[6441,6442,6443,6444,6445],{"id":5710,"depth":162,"text":5711},{"id":5740,"depth":162,"text":5741},{"id":5786,"depth":162,"text":5787},{"id":5832,"depth":162,"text":5833},{"id":5863,"depth":162,"text":5864},{"id":329,"depth":151,"text":329,"children":6447},[6448,6449,6450],{"id":1231,"depth":162,"text":1232},{"id":332,"depth":162,"text":332},{"id":5986,"depth":162,"text":5986},{"id":384,"depth":151,"text":384},{"id":410,"depth":151,"text":410},{"id":493,"depth":151,"text":493},{"id":528,"depth":151,"text":528},{"id":722,"depth":151,"text":723},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"\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。",[897,898],{},[6463],"mimo-code-v0.1",[6465,6466,6467,6468],"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",[910,911,912],[6472,6476,6480],{"plan":6473,"price":390,"limit":916,"cn_pay":6474,"note":6475},"开源版（MIT）","✅ 国产模型可用支付宝","可自托管",{"plan":6477,"price":390,"limit":6478,"cn_pay":926,"note":6479},"内置多模态模型","MiMo 自研模型内置","开箱即用",{"plan":6481,"price":390,"limit":6482,"cn_pay":926,"note":6483},"自托管","MIT 协议，权重可下载","需硬件","免费（MIT 协议开源）",{"power":257,"ux":162,"price":263,"cn_support":263,"stability":162},{"title":557,"description":6459},"MiMo Code 评测 2026：小米开源终端 AI Agent，SWE-Bench Pro 62% 双超 Claude Code",[6489,6491,6493,6495,6497],{"title":6490,"url":5870},"MiMo-Code 开源仓库",{"title":6492,"url":6408},"MiMo Code 技术报告",{"title":6494,"url":6415},"小米 MiMo 系列模型",{"title":6496,"url":5747},"OpenCode 架构（MiMo 基于此）",{"title":6498,"url":6428},"SWE-Bench Pro 排行榜","tools\u002Fcoding\u002Fcli\u002Fmimo-code",[6501,6502,6503,6504,6505],"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",[890,955,956,6508,957,6509,958],"xiaomi","mit","小米开源 CLI Agent 黑马。SWE-Bench Pro 62%、Terminal Bench 2 73% 双超 Claude Code，MIT 协议、内置免费多模态模型、记忆系统。但仅 V0.1.0，生态和稳定性有待验证。","83HxX4EjIQhikVDVkzexTsz54S32OyD4DnvjpBn7cL0",{"id":6513,"title":551,"alternatives":6514,"api_compatible":6515,"body":6516,"category":890,"chinese_friendly":162,"cover":7465,"description":7466,"domestic":893,"extension":894,"faq":895,"free":893,"github":5747,"languages":7467,"meta":7468,"models":7469,"navigation":253,"notSuitable":7473,"opensource":253,"path":7478,"pillar":908,"platforms":7479,"priceTable":7480,"pricing":7492,"published":929,"relatedPlaybooks":895,"relatedReviews":895,"score":7493,"self_host":253,"seo":7494,"seoTitle":7495,"slug":14,"sources":7496,"stem":7507,"suitable":7508,"tagline":7514,"tags":7515,"updated":929,"verdict":7517,"website":7411,"__hash__":7518},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fopencode.md",[13,969,1940],[1966,18,5052,3144,3147],{"type":20,"value":6517,"toc":7444},[6518,6520,6538,6543,6545,6549,6556,6581,6584,6591,6595,6602,6636,6643,6747,6754,6758,6761,6770,6774,6782,6785,6787,6789,6931,6933,6946,6953,6955,6964,6966,6972,7043,7046,7053,7055,7087,7089,7123,7125,7278,7283,7297,7302,7318,7320,7326,7335,7341,7347,7353,7359,7361,7403,7405,7438,7442],[23,6519,26],{"id":25},[28,6521,6523,6528],{"className":6522},[31,32,33],[35,6524,6525,6527],{},[38,6526,40],{}," 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。",[35,6529,44,6530,6533,6534,6537],{},[38,6531,6532],{},"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 ",[38,6535,6536],{},"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。",[54,6539,6540],{},[35,6541,6542],{},"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。",[23,6544,61],{"id":61},[63,6546,6548],{"id":6547},"终端原生-tui多会话并行","终端原生 TUI，多会话并行",[35,6550,6551,6552,6555],{},"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 ",[134,6553,6554],{},"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。",[127,6557,6559],{"className":129,"code":6558,"language":131,"meta":132,"style":132},"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",[134,6560,6561,6567,6574],{"__ignoreMap":132},[137,6562,6563,6565],{"class":139,"line":140},[137,6564,144],{"class":143},[137,6566,148],{"class":147},[137,6568,6569,6571],{"class":139,"line":151},[137,6570,6554],{"class":154},[137,6572,6573],{"class":158},"                       # 进入 TUI 交互模式\n",[137,6575,6576,6578],{"class":139,"line":162},[137,6577,166],{"class":165},[137,6579,6580],{"class":169}," 把这个 Express 项目迁移到 Fastify，跑通测试再提交\n",[35,6582,6583],{},"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。",[35,6585,6586,6587,6590],{},"TUI 之外，OpenCode 还支持 ",[38,6588,6589],{},"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。",[63,6592,6594],{"id":6593},"_75-模型-byok一个-agent-全通吃","75+ 模型 BYOK，一个 Agent 全通吃",[35,6596,6597,6598,6601],{},"OpenCode 最硬的能力是 ",[38,6599,6600],{},"模型中立","。它不绑死任何厂商，通过 provider 配置接入 75+ 模型，包括：",[79,6603,6604,6609,6614,6619,6625,6630],{},[82,6605,6606,6608],{},[38,6607,1164],{},"：Claude Opus 4 \u002F Sonnet 4 \u002F Haiku 4 全系",[82,6610,6611,6613],{},[38,6612,1197],{},"：GPT-5 \u002F GPT-4.1 \u002F o 系列推理模型",[82,6615,6616,6618],{},[38,6617,1175],{},"：Gemini 2.5 Pro \u002F Flash",[82,6620,6621,6624],{},[38,6622,6623],{},"国产","：DeepSeek-V3、Qwen-Max、GLM-5、Kimi K2",[82,6626,6627,6629],{},[38,6628,1212],{},"：Ollama、LM Studio 任何 GGUF 模型",[82,6631,6632,6635],{},[38,6633,6634],{},"中转","：OpenRouter \u002F 火山引擎 \u002F 硅基流动 一个 key 调全部",[35,6637,6638,6639,6642],{},"配置写在 ",[134,6640,6641],{},"opencode.json"," 里，按模型 \u002F 按场景 \u002F 按成本分配：",[127,6644,6646],{"className":2283,"code":6645,"language":2285,"meta":132,"style":132},"{\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",[134,6647,6648,6652,6659,6688,6713,6739,6743],{"__ignoreMap":132},[137,6649,6650],{"class":139,"line":140},[137,6651,2292],{"class":169},[137,6653,6654,6657],{"class":139,"line":151},[137,6655,6656],{"class":143},"  \"models\"",[137,6658,2300],{"class":169},[137,6660,6661,6664,6667,6670,6672,6675,6677,6680,6682,6685],{"class":139,"line":162},[137,6662,6663],{"class":143},"    \"hard\"",[137,6665,6666],{"class":169},": { ",[137,6668,6669],{"class":143},"\"provider\"",[137,6671,2315],{"class":169},[137,6673,6674],{"class":147},"\"anthropic\"",[137,6676,2335],{"class":169},[137,6678,6679],{"class":143},"\"model\"",[137,6681,2315],{"class":169},[137,6683,6684],{"class":147},"\"claude-sonnet-4\"",[137,6686,6687],{"class":169}," },\n",[137,6689,6690,6693,6695,6697,6699,6702,6704,6706,6708,6711],{"class":139,"line":257},[137,6691,6692],{"class":143},"    \"cheap\"",[137,6694,6666],{"class":169},[137,6696,6669],{"class":143},[137,6698,2315],{"class":169},[137,6700,6701],{"class":147},"\"deepseek\"",[137,6703,2335],{"class":169},[137,6705,6679],{"class":143},[137,6707,2315],{"class":169},[137,6709,6710],{"class":147},"\"deepseek-v3\"",[137,6712,6687],{"class":169},[137,6714,6715,6718,6720,6722,6724,6727,6729,6731,6733,6736],{"class":139,"line":263},[137,6716,6717],{"class":143},"    \"local\"",[137,6719,6666],{"class":169},[137,6721,6669],{"class":143},[137,6723,2315],{"class":169},[137,6725,6726],{"class":147},"\"ollama\"",[137,6728,2335],{"class":169},[137,6730,6679],{"class":143},[137,6732,2315],{"class":169},[137,6734,6735],{"class":147},"\"qwen2.5-coder:32b\"",[137,6737,6738],{"class":169}," }\n",[137,6740,6741],{"class":139,"line":278},[137,6742,2351],{"class":169},[137,6744,6745],{"class":139,"line":283},[137,6746,2356],{"class":169},[35,6748,6749,6750,6753],{},"之后在 TUI 里用 ",[134,6751,6752],{},"\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。",[63,6755,6757],{"id":6756},"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",[35,6759,6760],{},"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。",[35,6762,6763,6764,6766,6767,6769],{},"它同样支持 ",[71,6765,792],{"href":791}," 协议——配置 ",[134,6768,2279],{}," 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。",[63,6771,6773],{"id":6772},"开源-自托管","开源 + 自托管",[35,6775,6776,6777,6781],{},"OpenCode 是 ",[71,6778,6780],{"href":5747,"rel":6779},[75],"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。",[35,6783,6784],{},"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。",[23,6786,329],{"id":329},[63,6788,1232],{"id":1231},[127,6790,6792],{"className":129,"code":6791,"language":131,"meta":132,"style":132},"# 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",[134,6793,6794,6798,6811,6815,6819,6830,6834,6839,6850,6854,6859,6865,6869,6874,6884,6894,6909,6913,6918,6924],{"__ignoreMap":132},[137,6795,6796],{"class":139,"line":140},[137,6797,3970],{"class":158},[137,6799,6800,6802,6804,6807,6809],{"class":139,"line":151},[137,6801,236],{"class":154},[137,6803,239],{"class":143},[137,6805,6806],{"class":147}," https:\u002F\u002Fopencode.ai\u002Finstall.sh",[137,6808,245],{"class":165},[137,6810,248],{"class":154},[137,6812,6813],{"class":139,"line":162},[137,6814,254],{"emptyLinePlaceholder":253},[137,6816,6817],{"class":139,"line":257},[137,6818,2550],{"class":158},[137,6820,6821,6823,6826,6828],{"class":139,"line":263},[137,6822,2555],{"class":154},[137,6824,6825],{"class":147}," https:\u002F\u002Fopencode.ai\u002Finstall.ps1",[137,6827,245],{"class":165},[137,6829,2563],{"class":154},[137,6831,6832],{"class":139,"line":278},[137,6833,254],{"emptyLinePlaceholder":253},[137,6835,6836],{"class":139,"line":283},[137,6837,6838],{"class":158},"# 或 npm 全局安装（需 Node 18+）\n",[137,6840,6841,6843,6845,6847],{"class":139,"line":289},[137,6842,266],{"class":154},[137,6844,269],{"class":147},[137,6846,272],{"class":143},[137,6848,6849],{"class":147}," opencode\n",[137,6851,6852],{"class":139,"line":300},[137,6853,254],{"emptyLinePlaceholder":253},[137,6855,6856],{"class":139,"line":305},[137,6857,6858],{"class":158},"# 验证\n",[137,6860,6861,6863],{"class":139,"line":311},[137,6862,6554],{"class":154},[137,6864,2579],{"class":143},[137,6866,6867],{"class":139,"line":318},[137,6868,254],{"emptyLinePlaceholder":253},[137,6870,6871],{"class":139,"line":8},[137,6872,6873],{"class":158},"# 配置 API key（任选其一）\n",[137,6875,6876,6878,6880,6882],{"class":139,"line":1345},[137,6877,1296],{"class":165},[137,6879,1299],{"class":169},[137,6881,1302],{"class":165},[137,6883,1305],{"class":169},[137,6885,6886,6888,6890,6892],{"class":139,"line":1350},[137,6887,1296],{"class":165},[137,6889,1324],{"class":169},[137,6891,1302],{"class":165},[137,6893,1317],{"class":169},[137,6895,6896,6898,6901,6903,6906],{"class":139,"line":1356},[137,6897,1296],{"class":165},[137,6899,6900],{"class":169}," OPENROUTER_API_KEY",[137,6902,1302],{"class":165},[137,6904,6905],{"class":169},"sk-or-...      ",[137,6907,6908],{"class":158},"# 一个 key 调 75+ 模型\n",[137,6910,6911],{"class":139,"line":1367},[137,6912,254],{"emptyLinePlaceholder":253},[137,6914,6915],{"class":139,"line":1377},[137,6916,6917],{"class":158},"# 进项目启动\n",[137,6919,6920,6922],{"class":139,"line":1382},[137,6921,144],{"class":143},[137,6923,148],{"class":147},[137,6925,6926,6928],{"class":139,"line":1388},[137,6927,6554],{"class":154},[137,6929,6930],{"class":158},"                          # 进入 TUI\n",[63,6932,332],{"id":332},[35,6934,6935,6936,6938,6939,6941,6942,6945],{},"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 ",[134,6937,2243],{}," 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 ",[134,6940,6752],{}," 上 Sonnet，跑完切 ",[134,6943,6944],{},"\u002Fmodel cheap"," 让 DeepSeek 补文档，成本可控。",[35,6947,6948,6949,6952],{},"但 ",[38,6950,6951],{},"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。",[63,6954,6536],{"id":6536},[35,6956,6957,6958,6960,6961,6963],{},"第一次配 ",[134,6959,6641],{}," 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 ",[134,6962,1981],{}," 一键启动确实更省心。",[23,6965,384],{"id":384},[35,6967,6968,6969,6971],{},"OpenCode 本身 ",[38,6970,5997],{},"——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：",[393,6973,6974,6986],{},[396,6975,6976],{},[399,6977,6978,6981,6984],{},[402,6979,6980],{},"接入方式",[402,6982,6983],{},"单月成本估算",[402,6985,410],{},[412,6987,6988,6999,7010,7021,7032],{},[399,6989,6990,6993,6996],{},[417,6991,6992],{},"DeepSeek-V3（国产）",[417,6994,6995],{},"¥20-100",[417,6997,6998],{},"日常编码，性价比之王",[399,7000,7001,7004,7007],{},[417,7002,7003],{},"Claude Sonnet 4（直连）",[417,7005,7006],{},"$50-300",[417,7008,7009],{},"跑难活，最接近 Claude Code 体验",[399,7011,7012,7015,7018],{},[417,7013,7014],{},"OpenRouter 中转",[417,7016,7017],{},"$10-100",[417,7019,7020],{},"一个 key 切多模型",[399,7022,7023,7026,7029],{},[417,7024,7025],{},"本地 Ollama",[417,7027,7028],{},"¥0（电费）",[417,7030,7031],{},"隐私 \u002F 离线 \u002F 实验",[399,7033,7034,7037,7040],{},[417,7035,7036],{},"GPT-5（直连）",[417,7038,7039],{},"$30-200",[417,7041,7042],{},"代码审查、推理任务",[35,7044,7045],{},"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。",[35,7047,7048,7049,7052],{},"但要注意 ",[38,7050,7051],{},"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。",[23,7054,410],{"id":410},[79,7056,7057,7063,7069,7075,7081],{},[82,7058,7059,7062],{},[38,7060,7061],{},"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",[82,7064,7065,7068],{},[38,7066,7067],{},"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",[82,7070,7071,7074],{},[38,7072,7073],{},"Vim \u002F Neovim \u002F tmux 重度用户","：终端原生 TUI，不破坏既有工作流",[82,7076,7077,7080],{},[38,7078,7079],{},"需要自托管 \u002F 隐私的团队","：MIT 开源 + 本地模型，数据不出内网",[82,7082,7083,7086],{},[38,7084,7085],{},"Claude Code 想找平替","：交互逻辑接近，迁移成本低，省下订阅费",[23,7088,493],{"id":493},[79,7090,7091,7100,7106,7111,7117],{},[82,7092,7093,7096,7097,7099],{},[38,7094,7095],{},"零配置开箱即用","：多模型路由要折腾 ",[134,7098,6641],{},"，新手劝退",[82,7101,7102,7105],{},[38,7103,7104],{},"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",[82,7107,7108,7110],{},[38,7109,518],{},"：OpenCode 是 Agent 不是补全器，要 Tab 补全去 Cursor \u002F Copilot",[82,7112,7113,7116],{},[38,7114,7115],{},"纯 Windows 原生","：TUI 在 Windows Terminal 可用，但部分功能建议 WSL",[82,7118,7119,7122],{},[38,7120,7121],{},"不碰终端的用户","：这是 CLI 工具，全程命令行交互",[23,7124,528],{"id":528},[393,7126,7127,7147],{},[396,7128,7129],{},[399,7130,7131,7133,7135,7139,7143],{},[402,7132,537],{},[402,7134,551],{},[402,7136,7137],{},[71,7138,545],{"href":544},[402,7140,7141],{},[71,7142,1515],{"href":1514},[402,7144,7145],{},[71,7146,967],{"href":2669},[412,7148,7149,7161,7175,7190,7202,7215,7227,7239,7251,7265],{},[399,7150,7151,7153,7155,7157,7159],{},[417,7152,564],{},[417,7154,572],{},[417,7156,567],{},[417,7158,567],{},[417,7160,567],{},[399,7162,7163,7165,7168,7170,7172],{},[417,7164,1528],{},[417,7166,7167],{},"✅ MIT",[417,7169,1534],{},[417,7171,1531],{},[417,7173,7174],{},"✅ Apache",[399,7176,7177,7179,7182,7185,7188],{},[417,7178,6532],{},[417,7180,7181],{},"★★★★★ 75+",[417,7183,7184],{},"★☆☆☆☆ 仅 Claude",[417,7186,7187],{},"★★★★☆ OpenAI 系",[417,7189,599],{},[399,7191,7192,7194,7196,7198,7200],{},[417,7193,2724],{},[417,7195,614],{},[417,7197,599],{},[417,7199,614],{},[417,7201,602],{},[399,7203,7204,7207,7209,7211,7213],{},[417,7205,7206],{},"TUI 体验",[417,7208,599],{},[417,7210,614],{},[417,7212,602],{},[417,7214,602],{},[399,7216,7217,7219,7221,7223,7225],{},[417,7218,6589],{},[417,7220,1531],{},[417,7222,2051],{},[417,7224,2768],{},[417,7226,1534],{},[399,7228,7229,7231,7233,7235,7237],{},[417,7230,374],{},[417,7232,614],{},[417,7234,599],{},[417,7236,602],{},[417,7238,1534],{},[399,7240,7241,7243,7245,7247,7249],{},[417,7242,407],{},[417,7244,680],{},[417,7246,677],{},[417,7248,677],{},[417,7250,680],{},[399,7252,7253,7255,7258,7260,7262],{},[417,7254,655],{},[417,7256,7257],{},"低（国产模型）",[417,7259,2809],{},[417,7261,2809],{},[417,7263,7264],{},"低",[399,7266,7267,7269,7272,7274,7276],{},[417,7268,6057],{},[417,7270,7271],{},"★★★☆☆ 依赖 API",[417,7273,614],{},[417,7275,614],{},[417,7277,614],{},[35,7279,7280,689],{},[38,7281,7282],{},"选 OpenCode 如果你",[79,7284,7285,7288,7291,7294],{},[82,7286,7287],{},"想用 Claude Code 的体验但不想付订阅",[82,7289,7290],{},"需要在多个模型间灵活切换（省钱 \u002F 跑难活 \u002F 隐私）",[82,7292,7293],{},"是 Vim \u002F 终端重度用户，不想装 IDE",[82,7295,7296],{},"团队要自托管，数据不出墙",[35,7298,7299,689],{},[38,7300,7301],{},"别选 OpenCode 如果你",[79,7303,7304,7307,7315],{},[82,7305,7306],{},"要开箱即用、零配置（去 Claude Code \u002F Cursor）",[82,7308,7309,7310,773,7312,1790],{},"要 IDE 内 inline 补全（去 ",[71,7311,1419],{"href":1418},[71,7313,7314],{"href":2869},"Copilot",[82,7316,7317],{},"企业要求稳定 SLA（开源 + BYOK 抖动难避免）",[23,7319,723],{"id":722},[35,7321,7322,7325],{},[38,7323,7324],{},"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。",[35,7327,7328,7331,7332,7334],{},[38,7329,7330],{},"Q：和 Claude Code 比，差在哪？","\nA：长任务稳定性、上下文管理（Claude Code 的 ",[134,7333,183],{}," 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。",[35,7336,7337,7340],{},[38,7338,7339],{},"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。",[35,7342,7343,7346],{},[38,7344,7345],{},"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。",[35,7348,7349,7352],{},[38,7350,7351],{},"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。",[35,7354,7355,7358],{},[38,7356,7357],{},"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。",[23,7360,765],{"id":765},[79,7362,7363,7374,7385,7397],{},[82,7364,770,7365,773,7367,773,7369,773,7371],{},[71,7366,545],{"href":544},[71,7368,1515],{"href":1514},[71,7370,967],{"href":2669},[71,7372,4424],{"href":7373},"\u002Fcoding\u002Fcli\u002Fgemini-cli.html",[82,7375,784,7376,773,7378,773,7380,773,7383],{},[71,7377,788],{"href":787},[71,7379,792],{"href":791},[71,7381,3234],{"href":7382},"\u002Fwiki\u002Fbyok.html",[71,7384,1844],{"href":1843},[82,7386,803,7387,773,7389,773,7391,773,7393],{},[71,7388,811],{"href":810},[71,7390,1204],{"href":1203},[71,7392,815],{"href":814},[71,7394,7396],{"href":7395},"\u002Fmodels\u002Fqwen-max.html","Qwen-Max",[82,7398,818,7399,773,7401],{},[71,7400,822],{"href":821},[71,7402,3014],{"href":3013},[23,7404,829],{"id":829},[79,7406,7407,7413,7419,7424,7431],{},[82,7408,834,7409],{},[71,7410,7411],{"href":7411,"rel":7412},"https:\u002F\u002Fopencode.ai",[75],[82,7414,1857,7415],{},[71,7416,7417],{"href":7417,"rel":7418},"https:\u002F\u002Fopencode.ai\u002Fdocs",[75],[82,7420,1876,7421],{},[71,7422,5747],{"href":5747,"rel":7423},[75],[82,7425,7426,7427],{},"模型支持：",[71,7428,7429],{"href":7429,"rel":7430},"https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fmodels",[75],[82,7432,7433,7434],{},"对比文档：",[71,7435,7436],{"href":7436,"rel":7437},"https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fcomparisons\u002Fclaude-code",[75],[35,7439,861,7440,865],{},[71,7441,864],{"href":864},[867,7443,869],{},{"title":132,"searchDepth":162,"depth":162,"links":7445},[7446,7447,7453,7458,7459,7460,7461,7462,7463,7464],{"id":25,"depth":151,"text":26},{"id":61,"depth":151,"text":61,"children":7448},[7449,7450,7451,7452],{"id":6547,"depth":162,"text":6548},{"id":6593,"depth":162,"text":6594},{"id":6756,"depth":162,"text":6757},{"id":6772,"depth":162,"text":6773},{"id":329,"depth":151,"text":329,"children":7454},[7455,7456,7457],{"id":1231,"depth":162,"text":1232},{"id":332,"depth":162,"text":332},{"id":6536,"depth":162,"text":6536},{"id":384,"depth":151,"text":384},{"id":410,"depth":151,"text":410},{"id":493,"depth":151,"text":493},{"id":528,"depth":151,"text":528},{"id":722,"depth":151,"text":723},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"\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。",[898],{},[7470,3663,5011,3661,7471,7472],"claude-sonnet-4","qwen-max","75+ 模型",[7474,7475,7476,7477],"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",[910,911,912],[7481,7483,7487],{"plan":7482,"price":390,"limit":916,"cn_pay":6474,"note":1559},"开源版（BYOK）",{"plan":7484,"price":390,"limit":7485,"cn_pay":926,"note":7486},"本地模型","Ollama \u002F LM Studio 本地跑","适合离线 \u002F 隐私场景",{"plan":7014,"price":7488,"limit":7489,"cn_pay":7490,"note":7491},"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":257,"ux":257,"price":263,"cn_support":162,"stability":162},{"title":551,"description":7466},"OpenCode 评测 2026：开源 AI Coding Agent，Claude Code 免费平替，75+ 模型任意切换",[7497,7499,7501,7503,7505],{"title":7498,"url":7411},"OpenCode 官网",{"title":7500,"url":7417},"OpenCode 官方文档",{"title":7502,"url":5747},"GitHub sst\u002Fopencode",{"title":7504,"url":7429},"OpenCode 模型支持列表",{"title":7506,"url":7436},"OpenCode vs Claude Code 对比","tools\u002Fcoding\u002Fcli\u002Fopencode",[7509,7510,7511,7512,7513],"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",[890,955,956,957,3707,7516],"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":7520,"title":781,"alternatives":7521,"api_compatible":7522,"body":7524,"category":890,"chinese_friendly":263,"cover":8264,"description":8265,"domestic":253,"extension":894,"faq":895,"free":253,"github":8226,"languages":8266,"meta":8267,"models":895,"navigation":253,"notSuitable":895,"opensource":253,"path":8268,"pillar":908,"platforms":8269,"priceTable":8270,"pricing":8290,"published":8291,"relatedPlaybooks":895,"relatedReviews":895,"score":8292,"self_host":893,"seo":8293,"seoTitle":895,"slug":8294,"sources":8295,"stem":8306,"suitable":895,"tagline":8307,"tags":8308,"updated":8291,"verdict":8311,"website":8226,"__hash__":8312},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fqwen-code.md",[5038,13,1940,969],[18,1966,7523],"google-genai",{"type":20,"value":7525,"toc":8246},[7526,7528,7565,7570,7572,7576,7579,7583,7640,7643,7654,7673,7678,7681,7685,7775,7779,7785,7805,7808,7830,7867,7869,7902,7904,8032,8037,8054,8059,8077,8079,8149,8151,8153,8169,8171,8185,8187,8218,8220,8238,8243],[23,7527,26],{"id":25},[28,7529,7531,7554],{"className":7530},[31,32,33],[35,7532,7533,7535,7536,7539,7540,7542,7543,7545,7546,7548,7549,7553],{},[38,7534,40],{}," 阿里开源的",[38,7537,7538],{},"终端 AI 编码 agent","，和 ",[71,7541,545],{"href":544},"、",[71,7544,4424],{"href":7373}," 同一类——在终端里读文件、跑命令、循环改代码。它从 Google ",[71,7547,4424],{"href":7373}," v0.8.2 fork 而来，针对 ",[71,7550,7552],{"href":7551},"\u002Fmodels\u002Fqwen3-coder.html","Qwen3-Coder"," 模型做了 parser 和 function-calling 调优。",[35,7555,7556,7557,7560,7561,7564],{},"npm 包名 ",[134,7558,7559],{},"@qwen-code\u002Fqwen-code","，命令行入口是 ",[134,7562,7563],{},"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。",[54,7566,7567],{},[35,7568,7569],{},"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。",[23,7571,1004],{"id":1004},[63,7573,7575],{"id":7574},"与-gemini-cli-的血缘","与 Gemini CLI 的血缘",[35,7577,7578],{},"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。",[63,7580,7582],{"id":7581},"agentic-能力","Agentic 能力",[79,7584,7585,7591,7597,7603,7609,7615,7632],{},[82,7586,7587,7590],{},[38,7588,7589],{},"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",[82,7592,7593,7596],{},[38,7594,7595],{},"工作流自动化","：处理 PR、复杂 rebase 等运维型任务",[82,7598,7599,7602],{},[38,7600,7601],{},"增强 parser","：专为 Qwen-Coder 模型优化的解析器",[82,7604,7605,7608],{},[38,7606,7607],{},"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",[82,7610,7611,7614],{},[38,7612,7613],{},"SubAgents \u002F Agent Teams","：分层 agent——主 agent 把聚焦子任务委派给专门 subagent 再汇总",[82,7616,7617,689,7620,7542,7623,7542,7625,7542,7628,7631],{},[38,7618,7619],{},"内置 skills",[134,7621,7622],{},"\u002Freview",[134,7624,2070],{},[134,7626,7627],{},"\u002Floop",[134,7629,7630],{},"\u002Fbugfix"," 等命令",[82,7633,7634,7639],{},[38,7635,7636,7638],{},[71,7637,792],{"href":791}," 支持","：连外部工具和数据",[63,7641,7642],{"id":7642},"上下文与会话管理",[35,7644,7645,7646,7649,7650,7653],{},"针对 token 消耗提供会话级控制（在 ",[134,7647,7648],{},"~\u002F.qwen\u002Fsettings.json"," 配 ",[134,7651,7652],{},"sessionTokenLimit","）：",[79,7655,7656,7662,7667],{},[82,7657,7658,7661],{},[134,7659,7660],{},"\u002Fcompress","：压缩对话历史，在 token 上限内继续",[82,7663,7664,7666],{},[134,7665,187],{},"：清空历史重新开始",[82,7668,7669,7672],{},[134,7670,7671],{},"\u002Fstats","：查看当前 token 使用和上限",[35,7674,7675,7677],{},[71,7676,7552],{"href":7551}," 原生 256K 上下文，可外推到约 1M。",[23,7679,7680],{"id":7680},"安装与鉴权",[63,7682,7684],{"id":7683},"安装需-nodejs-20npm-官方写-22","安装（需 Node.js 20+，npm 官方写 22+）",[127,7686,7688],{"className":129,"code":7687,"language":131,"meta":132,"style":132},"# 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",[134,7689,7690,7695,7706,7712,7716,7721,7730,7734,7739,7750],{"__ignoreMap":132},[137,7691,7692],{"class":139,"line":140},[137,7693,7694],{"class":158},"# npm 全局安装（最通用）\n",[137,7696,7697,7699,7701,7703],{"class":139,"line":151},[137,7698,266],{"class":154},[137,7700,269],{"class":147},[137,7702,272],{"class":143},[137,7704,7705],{"class":147}," @qwen-code\u002Fqwen-code@latest\n",[137,7707,7708,7710],{"class":139,"line":162},[137,7709,7563],{"class":154},[137,7711,2579],{"class":143},[137,7713,7714],{"class":139,"line":257},[137,7715,254],{"emptyLinePlaceholder":253},[137,7717,7718],{"class":139,"line":263},[137,7719,7720],{"class":158},"# Homebrew（macOS \u002F Linux）\n",[137,7722,7723,7725,7727],{"class":139,"line":278},[137,7724,2533],{"class":154},[137,7726,269],{"class":147},[137,7728,7729],{"class":147}," qwen-code\n",[137,7731,7732],{"class":139,"line":283},[137,7733,254],{"emptyLinePlaceholder":253},[137,7735,7736],{"class":139,"line":289},[137,7737,7738],{"class":158},"# 从源码\n",[137,7740,7741,7744,7747],{"class":139,"line":300},[137,7742,7743],{"class":154},"git",[137,7745,7746],{"class":147}," clone",[137,7748,7749],{"class":147}," https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code.git\n",[137,7751,7752,7754,7757,7760,7762,7764,7766,7768,7770,7772],{"class":139,"line":305},[137,7753,144],{"class":143},[137,7755,7756],{"class":147}," qwen-code",[137,7758,7759],{"class":169}," && ",[137,7761,266],{"class":154},[137,7763,269],{"class":147},[137,7765,7759],{"class":169},[137,7767,266],{"class":154},[137,7769,269],{"class":147},[137,7771,272],{"class":143},[137,7773,7774],{"class":147}," .\n",[63,7776,7778],{"id":7777},"鉴权️-2026-04-15-后免费-oauth-已停用","鉴权（⚠️ 2026-04-15 后免费 OAuth 已停用）",[35,7780,7781,7784],{},[38,7782,7783],{},"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：",[1456,7786,7787,7799],{},[82,7788,7789,7792,7793,7798],{},[38,7790,7791],{},"API Key（推荐）","：阿里云百炼 Model Studio（",[71,7794,7797],{"href":7795,"rel":7796},"https:\u002F\u002Fbailian.console.aliyun.com\u002F",[75],"北京"," \u002F 国际站）申请，或任何 OpenAI \u002F Anthropic \u002F Google GenAI 兼容端点",[82,7800,7801,7804],{},[38,7802,7803],{},"阿里云 Coding Plan","：固定月费，配额更高",[35,7806,7807],{},"国内 \u002F 国际免费额度：",[79,7809,7810,7820],{},[82,7811,7812,7815,7816,7819],{},[38,7813,7814],{},"ModelScope（国内）","：每天 ",[38,7817,7818],{},"2000 次","免费 API 调用",[82,7821,7822,7825,7826,7829],{},[38,7823,7824],{},"OpenRouter（国际）","：每天最多 ",[38,7827,7828],{},"1000 次","免费调用",[127,7831,7833],{"className":129,"code":7832,"language":131,"meta":132,"style":132},"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",[134,7834,7835,7841,7846,7851,7859],{"__ignoreMap":132},[137,7836,7837,7839],{"class":139,"line":140},[137,7838,144],{"class":143},[137,7840,148],{"class":147},[137,7842,7843],{"class":139,"line":151},[137,7844,7845],{"class":154},"qwen\n",[137,7847,7848],{"class":139,"line":162},[137,7849,7850],{"class":158},"# 进入交互界面后：\n",[137,7852,7853,7856],{"class":139,"line":257},[137,7854,7855],{"class":154},"\u002Fauth",[137,7857,7858],{"class":158},"     # 配置 provider \u002F API Key\n",[137,7860,7861,7864],{"class":139,"line":263},[137,7862,7863],{"class":154},"\u002Fhelp",[137,7865,7866],{"class":158},"     # 查看命令\n",[23,7868,1454],{"id":1454},[1456,7870,7871,7877,7883,7889],{},[82,7872,7873,7876],{},[38,7874,7875],{},"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",[82,7878,7879,7882],{},[38,7880,7881],{},"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",[82,7884,7885,7888],{},[38,7886,7887],{},"不需要代理","：用国内 ModelScope \u002F 百炼端点时全程国内网络可达",[82,7890,7891,7894,7895,7899,7900],{},[38,7892,7893],{},"替代\u002F搭配","：要更强模型可接 ",[71,7896,7898],{"href":7897},"\u002Fcoding\u002Fapi\u002Fopenrouter.html","OpenRouter"," 转发；纯开源洁癖可看 ",[71,7901,967],{"href":2669},[23,7903,528],{"id":528},[393,7905,7906,7926],{},[396,7907,7908],{},[399,7909,7910,7912,7914,7918,7922],{},[402,7911,537],{},[402,7913,781],{},[402,7915,7916],{},[71,7917,4424],{"href":7373},[402,7919,7920],{},[71,7921,545],{"href":544},[402,7923,7924],{},[71,7925,967],{"href":2669},[412,7927,7928,7944,7962,7976,7990,8005,8018],{},[399,7929,7930,7933,7936,7939,7941],{},[417,7931,7932],{},"出身",[417,7934,7935],{},"Gemini CLI fork",[417,7937,7938],{},"Google 原生",[417,7940,1164],{},[417,7942,7943],{},"独立开源",[399,7945,7946,7949,7953,7956,7959],{},[417,7947,7948],{},"主打模型",[417,7950,7951],{},[71,7952,7552],{"href":7551},[417,7954,7955],{},"Gemini",[417,7957,7958],{},"Claude",[417,7960,7961],{},"任意 API",[399,7963,7964,7966,7969,7971,7974],{},[417,7965,1528],{},[417,7967,7968],{},"★★★★★ Apache",[417,7970,614],{},[417,7972,7973],{},"✗",[417,7975,7968],{},[399,7977,7978,7981,7984,7986,7988],{},[417,7979,7980],{},"国内可用性",[417,7982,7983],{},"★★★★★ 无门槛",[417,7985,602],{},[417,7987,602],{},[417,7989,614],{},[399,7991,7992,7995,7998,8000,8002],{},[417,7993,7994],{},"免费额度",[417,7996,7997],{},"★★★★★ 每天 2000 次",[417,7999,614],{},[417,8001,1582],{},[417,8003,8004],{},"按 API 付",[399,8006,8007,8010,8012,8014,8016],{},[417,8008,8009],{},"中文支持",[417,8011,599],{},[417,8013,614],{},[417,8015,614],{},[417,8017,602],{},[399,8019,8020,8023,8026,8028,8030],{},[417,8021,8022],{},"模型自由度",[417,8024,8025],{},"★★★★☆ 兼容多家",[417,8027,602],{},[417,8029,602],{},[417,8031,599],{},[35,8033,8034,689],{},[38,8035,8036],{},"选 Qwen Code 如果你",[79,8038,8039,8042,8048,8051],{},[82,8040,8041],{},"国内开发者、想要免门槛 + 中文友好的终端 agent",[82,8043,8044,8045,8047],{},"想用 ",[71,8046,7552],{"href":7551}," 或免费额度跑日常编码",[82,8049,8050],{},"喜欢 Gemini CLI 那套交互、但要更好的国内可用性",[82,8052,8053],{},"要开源、可接任意 OpenAI 兼容端点",[35,8055,8056,689],{},[38,8057,8058],{},"别选 Qwen Code 如果你",[79,8060,8061,8069,8074],{},[82,8062,8063,8064,773,8066,1790],{},"重度依赖 Claude \u002F GPT 的特定能力（去 ",[71,8065,545],{"href":544},[71,8067,8068],{"href":1514},"Codex",[82,8070,8071,8072,1790],{},"想要最极简、模型完全自选的工具（",[71,8073,967],{"href":2669},[82,8075,8076],{},"介意 token 消耗偏高",[23,8078,1659],{"id":1659},[79,8080,8081,8090,8104,8110,8130,8136],{},[82,8082,8083,8086,8087,8089],{},[38,8084,8085],{},"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 ",[134,8088,7855],{}," 重新配 API Key（ModelScope \u002F 百炼 \u002F OpenRouter 等）。",[82,8091,8092,8095,8096,8098,8099,1020,8101,8103],{},[38,8093,8094],{},"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 ",[71,8097,545],{"href":544}," 类似偏高。用 ",[134,8100,7652],{},[134,8102,7660],{}," 控制成本，否则免费额度掉得快。",[82,8105,8106,8109],{},[38,8107,8108],{},"Node 版本","：GitHub 写 20+，npm 写 22+，遇到诡异报错先升到 Node 22 LTS。",[82,8111,8112,8115,8116,8118,8119,8121,8122,8125,8126,8129],{},[38,8113,8114],{},"认准官方包","：官方是 npm 的 ",[134,8117,7559],{},"（binary ",[134,8120,7563],{},"）和 GitHub ",[134,8123,8124],{},"QwenLM\u002Fqwen-code","。网上有同名第三方仓库\u002F教程（如 ",[134,8127,8128],{},"pip install qwen-code-cli","）并非官方，别装错。",[82,8131,8132,8135],{},[38,8133,8134],{},"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。",[82,8137,8138,8141,8142,8145,8146,3545],{},[38,8139,8140],{},"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 ",[134,8143,8144],{},"settings.json"," 设 ",[134,8147,8148],{},"vlmSwitchMode",[23,8150,1761],{"id":1760},[35,8152,1764],{},[79,8154,8155,8158,8161,8166],{},[82,8156,8157],{},"国内开发者要免门槛、中文友好的终端 agent",[82,8159,8160],{},"想白嫖 ModelScope 每天 2000 次免费额度",[82,8162,8163,8165],{},[71,8164,7552],{"href":7551}," 用户",[82,8167,8168],{},"喜欢 Gemini CLI 交互但要更好国内体验",[35,8170,1793],{},[79,8172,8173,8176,8179],{},[82,8174,8175],{},"强依赖 Claude \u002F GPT 特定能力",[82,8177,8178],{},"极度在意 token 成本（消耗偏高）",[82,8180,8181,8182,8184],{},"想要模型完全自选的极简工具（",[71,8183,967],{"href":2669}," 更纯）",[23,8186,765],{"id":765},[79,8188,8189,8199,8203,8213],{},[82,8190,770,8191,773,8193,773,8195,773,8197],{},[71,8192,4424],{"href":7373},[71,8194,545],{"href":544},[71,8196,967],{"href":2669},[71,8198,8068],{"href":1514},[82,8200,803,8201],{},[71,8202,7552],{"href":7551},[82,8204,784,8205,773,8207,773,8209],{},[71,8206,788],{"href":787},[71,8208,792],{"href":791},[71,8210,8212],{"href":8211},"\u002Fwiki\u002Fcontext-rot.html","Context Rot",[82,8214,8215,8216],{},"API 转发：",[71,8217,7898],{"href":7897},[23,8219,829],{"id":829},[79,8221,8222,8228,8235],{},[82,8223,1876,8224],{},[71,8225,8226],{"href":8226,"rel":8227},"https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code",[75],[82,8229,8230,8231],{},"npm：",[71,8232,8233],{"href":8233,"rel":8234},"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@qwen-code\u002Fqwen-code",[75],[82,8236,8237],{},"资料：morphllm.com \u002F a2a-mcp.org",[35,8239,8240,8241,865],{},"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 ",[71,8242,864],{"href":864},[867,8244,8245],{},"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":132,"searchDepth":162,"depth":162,"links":8247},[8248,8249,8254,8258,8259,8260,8261,8262,8263],{"id":25,"depth":151,"text":26},{"id":1004,"depth":151,"text":1004,"children":8250},[8251,8252,8253],{"id":7574,"depth":162,"text":7575},{"id":7581,"depth":162,"text":7582},{"id":7642,"depth":162,"text":7642},{"id":7680,"depth":151,"text":7680,"children":8255},[8256,8257],{"id":7683,"depth":162,"text":7684},{"id":7777,"depth":162,"text":7778},{"id":1454,"depth":151,"text":1454},{"id":528,"depth":151,"text":528},{"id":1659,"depth":151,"text":1659},{"id":1760,"depth":151,"text":1761},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"\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。",[897,898],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Fqwen-code",[912,910,911],[8271,8275,8278,8282,8286],{"plan":8272,"price":1928,"limit":8273,"cn_pay":3673,"note":8274},"工具本体","开源（Apache），自己跑","费用全在模型 API",{"plan":7814,"price":7994,"limit":8276,"cn_pay":917,"note":8277},"每天 2000 次 API 调用","国内开发者首选",{"plan":7824,"price":7994,"limit":8279,"cn_pay":8280,"note":8281},"每天最多 1000 次调用","⚠️ 海外卡","全球可用",{"plan":8283,"price":5025,"limit":8284,"cn_pay":1531,"note":8285},"阿里云百炼 API Key","Qwen3-Coder 等模型","官方推荐，稳定",{"plan":7803,"price":8287,"limit":8288,"cn_pay":1531,"note":8289},"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":257,"ux":257,"price":263,"cn_support":263,"stability":257},{"title":781,"description":8265},"coding\u002Fcli\u002Fqwen-code",[8296,8298,8300,8303],{"title":8297,"url":8226},"Qwen Code GitHub (QwenLM\u002Fqwen-code)",{"title":8299,"url":8233},"@qwen-code\u002Fqwen-code npm",{"title":8301,"url":8302},"Qwen CLI 解析 (morphllm)","https:\u002F\u002Fwww.morphllm.com\u002Fqwen-cli",{"title":8304,"url":8305},"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",[890,956,955,7563,8309,8310],"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":8314,"title":3365,"alternatives":8315,"api_compatible":895,"body":8318,"category":890,"chinese_friendly":162,"cover":8869,"description":8870,"domestic":893,"extension":894,"faq":8871,"free":893,"github":895,"languages":8884,"meta":8885,"models":895,"navigation":253,"notSuitable":895,"opensource":253,"path":8886,"pillar":908,"platforms":8887,"priceTable":8890,"pricing":8907,"published":8908,"relatedPlaybooks":8909,"relatedReviews":895,"score":8911,"self_host":253,"seo":8912,"seoTitle":895,"slug":3141,"sources":8913,"stem":8924,"suitable":895,"tagline":8925,"tags":8926,"updated":1959,"verdict":8930,"website":8931,"__hash__":8932},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code.md",[970,8316,8317,3142],"coding\u002Fcli\u002Fcontinue","coding\u002Fcli\u002Fopenhands",{"type":20,"value":8319,"toc":8857},[8320,8322,8325,8328,8330,8398,8400,8426,8431,8435,8440,8463,8468,8491,8494,8523,8526,8707,8710,8762,8764,8793,8795,8820,8822],[23,8321,26],{"id":25},[35,8323,8324],{},"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。",[35,8326,8327],{},"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）。",[23,8329,61],{"id":61},[79,8331,8332,8338,8344,8350,8356,8362,8367,8373,8378,8386,8392],{},[82,8333,8334,8337],{},[38,8335,8336],{},"Agentic Loop","：Thought → Plan → Act → Observe 递归循环，错了自动读 stderr + 重试",[82,8339,8340,8343],{},[38,8341,8342],{},"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",[82,8345,8346,8349],{},[38,8347,8348],{},"Boomerang Tasks","：主任务派发 sub-task 到不同 mode + 不同模型，并行 \u002F 串行混合",[82,8351,8352,8355],{},[38,8353,8354],{},"Custom Modes","：自定义 system prompt + 工具集 + 模型，团队级共享",[82,8357,8358,8361],{},[38,8359,8360],{},"Auto-Approve","：连续执行不打断（高风险 → 配白名单）",[82,8363,8364,8366],{},[38,8365,3234],{},"：Anthropic \u002F OpenAI \u002F Google \u002F DeepSeek \u002F xAI \u002F Mistral \u002F OpenRouter \u002F Ollama 本地",[82,8368,8369,8372],{},[38,8370,8371],{},"完整透明","：每步 prompt \u002F cost \u002F context usage 可见",[82,8374,8375,8377],{},[38,8376,374],{},"：继承 Cline MCP 协议，工具 \u002F 数据源 \u002F 自定义服务器",[82,8379,8380,8385],{},[38,8381,8382],{},[134,8383,8384],{},".rooignore","：限制 AI 可见文件，敏感目录可排除",[82,8387,8388,8391],{},[38,8389,8390],{},"本地优先","：Ollama \u002F vLLM 局域网模型，air-gapped 可用",[82,8393,8394,8397],{},[38,8395,8396],{},"Cloud","：task 存储 + 协作 + remote agent + 团队策略",[23,8399,407],{"id":407},[79,8401,8402,8408,8414,8420],{},[82,8403,8404,8407],{},[38,8405,8406],{},"OSS","：$0（Apache 2.0）；你自付 LLM API",[82,8409,8410,8413],{},[38,8411,8412],{},"Cloud Free","：$0 + 云端基础",[82,8415,8416,8419],{},[38,8417,8418],{},"Cloud Team","：$99\u002F月 + remote agents + 团队治理",[82,8421,8422,8425],{},[38,8423,8424],{},"Enterprise","：Custom + SSO + 审计 + 私有部署",[54,8427,8428],{},[35,8429,8430],{},"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%。",[23,8432,8434],{"id":8433},"实测solo-5-人小团队-typescript-全栈","实测（solo + 5 人小团队 \u002F TypeScript 全栈）",[35,8436,8437],{},[38,8438,8439],{},"亮点：",[79,8441,8442,8445,8448,8451,8457,8460],{},[82,8443,8444],{},"每周多次发布，新特性来得快，社区驱动感强",[82,8446,8447],{},"Boomerang Tasks 重构整目录时效率拉满：Architect Opus 出方案 → Code DeepSeek 实现 → Debug Sonnet 验",[82,8449,8450],{},"自定义 Modes 把团队风格固化，新人接手新仓库 30 分钟上手",[82,8452,8453,8454,8456],{},"Auto-Approve + ",[134,8455,8384],{}," 配好后 80% 任务零打断",[82,8458,8459],{},"BYOK 透明度极高：每个 prompt \u002F cost \u002F context 都可看，比 Cursor 黑盒强",[82,8461,8462],{},"Ollama + Qwen2.5 Coder 本地跑离线场景 OK",[35,8464,8465],{},[38,8466,8467],{},"踩坑：",[79,8469,8470,8473,8476,8479,8482,8485,8488],{},[82,8471,8472],{},"每周快速发布 = 偶发回归，生产仓库别盲跟 latest",[82,8474,8475],{},"Auto-Approve 不配白名单可能误删 \u002F 误覆盖（必须先 commit）",[82,8477,8478],{},"多模式切换初学者会 confused，文档要花时间读",[82,8480,8481],{},"JetBrains 只有实验桥接（要 JetBrains 原生用 Cline）",[82,8483,8484],{},"模型 BYOK 配置门槛比 Cursor 高",[82,8486,8487],{},"Boomerang 并行多 sub-agent 时 token 烧得快，要监控",[82,8489,8490],{},"中文 prompt 表现尚可但 system prompt 仍英文最佳",[23,8492,8493],{"id":8493},"上手",[1456,8495,8496,8502,8505,8508,8514,8520],{},[82,8497,8498,8499,8501],{},"VS Code → Extensions → 搜 ",[134,8500,3365],{}," 安装",[82,8503,8504],{},"设置 → Provider → 添加 Anthropic \u002F OpenAI \u002F Google \u002F OpenRouter \u002F Ollama API Key",[82,8506,8507],{},"选默认 Mode（Code）→ 在侧边栏对话框写需求",[82,8509,8510,8511,8513],{},"启用 Auto-Approve（先 commit！）+ 配 ",[134,8512,8384],{}," 限制范围",[82,8515,8516,8517],{},"多步任务用 Boomerang：在 prompt 写 ",[134,8518,8519],{},"start a subtask in architect mode to plan, then code mode to implement",[82,8521,8522],{},"团队：上 Cloud Team → 共享 Custom Modes + remote agents",[23,8524,8525],{"id":8525},"对比",[393,8527,8528,8543],{},[396,8529,8530],{},[399,8531,8532,8534,8536,8538,8540],{},[402,8533,537],{},[402,8535,3365],{},[402,8537,1521],{},[402,8539,1419],{},[402,8541,8542],{},"Continue",[412,8544,8545,8559,8576,8591,8608,8623,8638,8652,8668,8680,8693],{},[399,8546,8547,8549,8552,8554,8557],{},[417,8548,6169],{},[417,8550,8551],{},"Apache 2.0",[417,8553,8551],{},[417,8555,8556],{},"商业",[417,8558,8551],{},[399,8560,8561,8564,8567,8570,8573],{},[417,8562,8563],{},"GitHub Star",[417,8565,8566],{},"23.8K",[417,8568,8569],{},"57.9K",[417,8571,8572],{},"–",[417,8574,8575],{},"19K+",[399,8577,8578,8581,8584,8587,8589],{},[417,8579,8580],{},"安装量",[417,8582,8583],{},"1.55M VS Code",[417,8585,8586],{},"4M+ VS+JB",[417,8588,8572],{},[417,8590,2809],{},[399,8592,8593,8596,8599,8602,8605],{},[417,8594,8595],{},"架构",[417,8597,8598],{},"多模式 + Boomerang",[417,8600,8601],{},"Plan\u002FAct 两阶段",[417,8603,8604],{},"内置 IDE",[417,8606,8607],{},"Chat + Edit",[399,8609,8610,8613,8616,8618,8621],{},[417,8611,8612],{},"多 agent",[417,8614,8615],{},"✅ Boomerang",[417,8617,1534],{},[417,8619,8620],{},"✅ Composer",[417,8622,1534],{},[399,8624,8625,8628,8630,8632,8635],{},[417,8626,8627],{},"自定义 Modes",[417,8629,1531],{},[417,8631,1534],{},[417,8633,8634],{},"Cursor Rules",[417,8636,8637],{},"Slash Commands",[399,8639,8640,8643,8646,8648,8650],{},[417,8641,8642],{},"JetBrains",[417,8644,8645],{},"实验桥接",[417,8647,1606],{},[417,8649,1534],{},[417,8651,1531],{},[399,8653,8654,8657,8660,8663,8666],{},[417,8655,8656],{},"发布节奏",[417,8658,8659],{},"每周多次",[417,8661,8662],{},"月级稳定",[417,8664,8665],{},"月级",[417,8667,8665],{},[399,8669,8670,8672,8674,8676,8678],{},[417,8671,8360],{},[417,8673,1531],{},[417,8675,1568],{},[417,8677,1531],{},[417,8679,8572],{},[399,8681,8682,8684,8687,8689,8691],{},[417,8683,3234],{},[417,8685,8686],{},"✅ 完全",[417,8688,8686],{},[417,8690,3411],{},[417,8692,1531],{},[399,8694,8695,8697,8700,8703,8705],{},[417,8696,792],{},[417,8698,8699],{},"✅ 继承",[417,8701,8702],{},"✅ 一等",[417,8704,1531],{},[417,8706,1531],{},[23,8708,8709],{"id":8709},"避坑",[79,8711,8712,8718,8726,8732,8738,8744,8750,8756],{},[82,8713,8714,8717],{},[38,8715,8716],{},"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",[82,8719,8720,689,8723,8725],{},[38,8721,8722],{},"Auto-Approve 必白名单",[134,8724,8384],{}," + git clean 状态 + commit 习惯 = 三道防线",[82,8727,8728,8731],{},[38,8729,8730],{},"Boomerang token 失控","：sub-agent 并行烧得快，月预算告警",[82,8733,8734,8737],{},[38,8735,8736],{},"多模式学习成本","：先用 Code 一种跑顺再加 Architect\u002FDebug",[82,8739,8740,8743],{},[38,8741,8742],{},"MCP 服务器质量参差","：装第三方 server 看 review + 沙盒",[82,8745,8746,8749],{},[38,8747,8748],{},"shell 工具权限","：危险命令（rm -rf \u002F dd）要在 settings 里拉黑",[82,8751,8752,8755],{},[38,8753,8754],{},"JetBrains 用户","：要原生体验请走 Cline；实验桥接稳定性还在演进",[82,8757,8758,8761],{},[38,8759,8760],{},"中文场景","：system prompt + custom modes 用英文写效果最好",[23,8763,1761],{"id":1760},[79,8765,8766,8769,8772,8775,8778,8781,8784,8787,8790],{},[82,8767,8768],{},"✅ Power user \u002F 想跟最新特性的开发者",[82,8770,8771],{},"✅ solo \u002F 小团队 + 多模型混合 + 省 token",[82,8773,8774],{},"✅ 多步重构 \u002F 多文件改动（Boomerang）",[82,8776,8777],{},"✅ 完全透明 + 无供应商锁定",[82,8779,8780],{},"✅ Ollama 本地 \u002F air-gapped 场景",[82,8782,8783],{},"❌ 严格 human-in-the-loop \u002F 受监管行业（Cline）",[82,8785,8786],{},"❌ JetBrains 原生需求（Cline）",[82,8788,8789],{},"❌ 不想配模型 \u002F 不想看 prompt（Cursor \u002F Copilot）",[82,8791,8792],{},"❌ 完全稳定 LTS 需求（每周快速发布）",[23,8794,765],{"id":765},[79,8796,8797,8802,8808,8814],{},[82,8798,8799],{},[71,8800,8801],{"href":3668},"Cline 评测",[82,8803,8804],{},[71,8805,8807],{"href":8806},"\u002Ftools\u002Fcoding\u002Fcli\u002Fcontinue","Continue 评测",[82,8809,8810],{},[71,8811,8813],{"href":8812},"\u002Ftools\u002Fcoding\u002Fcli\u002Fopenhands","OpenHands 评测",[82,8815,8816],{},[71,8817,8819],{"href":8818},"\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","Cursor 评测",[23,8821,829],{"id":829},[1456,8823,8824,8831,8838,8844,8850],{},[82,8825,8826,8827],{},"DevRadar — Roo Code Review 2026（BYOK \u002F Agentic Loop \u002F 模型矩阵）",[71,8828,8829],{"href":8829,"rel":8830},"https:\u002F\u002Fdevradar-dev.github.io\u002Fopen-research\u002Fai-tools\u002Froo-code",[75],[82,8832,8833,8834],{},"RockB — Cline vs Roo Code 2026（Star \u002F 安装 \u002F 多模式架构）",[71,8835,8836],{"href":8836,"rel":8837},"https:\u002F\u002Fbaeseokjae.github.io\u002Fposts\u002Fcline-vs-roo-code-2026",[75],[82,8839,8840,8841],{},"Serenities AI — Roo Code vs Cline 2026（社区 vs 产品路线）",[71,8842,3605],{"href":3605,"rel":8843},[75],[82,8845,8846,8847],{},"Qodo Blog — Roo Code vs Cline（企业治理视角）",[71,8848,3612],{"href":3612,"rel":8849},[75],[82,8851,8852,8853],{},"LLMReference — Roo Code Model Compatibility Matrix ",[71,8854,8855],{"href":8855,"rel":8856},"https:\u002F\u002Fwww.llmreference.com\u002Fagents\u002Froo-code",[75],{"title":132,"searchDepth":162,"depth":162,"links":8858},[8859,8860,8861,8862,8863,8864,8865,8866,8867,8868],{"id":25,"depth":151,"text":26},{"id":61,"depth":151,"text":61},{"id":407,"depth":151,"text":407},{"id":8433,"depth":151,"text":8434},{"id":8493,"depth":151,"text":8493},{"id":8525,"depth":151,"text":8525},{"id":8709,"depth":151,"text":8709},{"id":1760,"depth":151,"text":1761},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"\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。",[8872,8875,8878,8881],{"q":8873,"a":8874},"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":8876,"a":8877},"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":8879,"a":8880},"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":8882,"a":8883},"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。",[898,897],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code",[8888,8889],"vscode","cloud",[8891,8896,8899,8903],{"plan":8892,"price":8893,"features":8894,"notes":8895},"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":8412,"price":1928,"features":8897,"notes":8898},"云端 task 存储 + 协作基础 + remote agent 入门","试水云端能力",{"plan":8418,"price":8900,"features":8901,"notes":8902},"$99\u002F月","团队策略 + remote agents + 跨成员共享 modes + 治理","5+ 人小团队",{"plan":8424,"price":8904,"features":8905,"notes":8906},"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",[8910],"onboarding\u002Fcline-getting-started",{"power":263,"ux":257,"price":263,"cn_support":162,"stability":257},{"title":3365,"description":8870},[8914,8916,8918,8920,8922],{"name":8915,"url":8829,"accessed":1959},"DevRadar — Roo Code Review 2026 (BYOK \u002F Agentic Loop)",{"name":8917,"url":8836,"accessed":1959},"RockB — Cline vs Roo Code 2026 (架构 \u002F Stars \u002F 多模式)",{"name":8919,"url":3605,"accessed":1959},"Serenities AI — Roo Code vs Cline 2026",{"name":8921,"url":3612,"accessed":1959},"Qodo Blog — Roo Code vs Cline (企业治理对比)",{"name":8923,"url":8855,"accessed":1959},"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",[8888,955,3707,957,8927,3135,8928,8929],"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":8934,"title":8935,"alternatives":8936,"api_compatible":895,"body":8937,"category":890,"chinese_friendly":151,"cover":9596,"description":9597,"domestic":893,"extension":894,"faq":895,"free":253,"github":9566,"languages":9598,"meta":9599,"models":895,"navigation":253,"notSuitable":895,"opensource":253,"path":9600,"pillar":908,"platforms":9601,"priceTable":9602,"pricing":9618,"published":8291,"relatedPlaybooks":895,"relatedReviews":895,"score":9619,"self_host":893,"seo":9620,"seoTitle":895,"slug":9621,"sources":9622,"stem":9634,"suitable":895,"tagline":9635,"tags":9636,"updated":8291,"verdict":9639,"website":9555,"__hash__":9640},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fwarp.md","Warp",[13,1940,969,5038],{"type":20,"value":8938,"toc":9578},[8939,8941,8960,8965,8967,8971,8974,8985,8989,8992,8996,9027,9031,9039,9043,9046,9050,9134,9145,9159,9161,9215,9232,9234,9268,9270,9394,9399,9413,9418,9434,9436,9478,9480,9482,9496,9498,9515,9517,9547,9549,9571,9575],[23,8940,26],{"id":25},[28,8942,8944,8953],{"className":8943},[31,32,33],[35,8945,8946,8948,8949,8952],{},[38,8947,40],{}," 用 Rust 重写的 ",[38,8950,8951],{},"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）。",[35,8954,8955,8956,8959],{},"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 ",[38,8957,8958],{},"credit 制","，重度使用月成本高。",[54,8961,8962],{},[35,8963,8964],{},"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。",[23,8966,1004],{"id":1004},[63,8968,8970],{"id":8969},"块状终端blocks","块状终端（Blocks）",[35,8972,8973],{},"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：",[79,8975,8976,8979,8982],{},[82,8977,8978],{},"历史命令一眼区分，点一下就能复制整块输入或输出",[82,8980,8981],{},"块可以分享给同事（连命令带输出）",[82,8983,8984],{},"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",[63,8986,8988],{"id":8987},"ai-命令助手","AI 命令助手",[35,8990,8991],{},"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。",[63,8993,8995],{"id":8994},"warp-agent-云端-agent","Warp Agent + 云端 agent",[79,8997,8998,9004,9014,9020],{},[82,8999,9000,9003],{},[38,9001,9002],{},"本地 agent","：在终端里 agentic 地完成编码任务",[82,9005,9006,9009,9010,9013],{},[38,9007,9008],{},"云端 agent（Cloud Agents）","：关键差异点——",[38,9011,9012],{},"终端关掉后任务还在云端继续跑","，适合长时间自主工作流",[82,9015,9016,9019],{},[38,9017,9018],{},"codebase 索引","：付费档支持单仓库最多 10 万文件索引",[82,9021,9022,9026],{},[38,9023,9024,7638],{},[71,9025,792],{"href":791},"：所有付费档可用",[63,9028,9030],{"id":9029},"oz多-agent-编排2026-06","Oz：多 agent 编排（2026-06）",[35,9032,9033,9034,7542,9036,9038],{},"2026 年 6 月 Warp 推出 Oz 编排层，能在一个统一工作流里协调 ",[71,9035,545],{"href":544},[71,9037,8068],{"href":1514}," 和 Warp Agent——把多个 agent harness 统一调度。",[63,9040,9042],{"id":9041},"warp-drive","Warp Drive",[35,9044,9045],{},"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。",[23,9047,9049],{"id":9048},"价格与运行成本credit-制","价格与运行成本（credit 制）",[393,9051,9052,9066],{},[396,9053,9054],{},[399,9055,9056,9059,9061,9064],{},[402,9057,9058],{},"套餐",[402,9060,407],{},[402,9062,9063],{},"Credits",[402,9065,1157],{},[412,9067,9068,9081,9095,9108,9122],{},[399,9069,9070,9073,9075,9078],{},[417,9071,9072],{},"Free",[417,9074,1928],{},[417,9076,9077],{},"限量 AI + BYO 推理",[417,9079,9080],{},"终端基础功能全免费",[399,9082,9083,9086,9089,9092],{},[417,9084,9085],{},"Build",[417,9087,9088],{},"$20\u002F月（年付 $18）",[417,9090,9091],{},"1500\u002F月",[417,9093,9094],{},"官方推荐，前沿模型全开",[399,9096,9097,9100,9102,9105],{},[417,9098,9099],{},"Max",[417,9101,2456],{},[417,9103,9104],{},"12× Build",[417,9106,9107],{},"重度自主工作流",[399,9109,9110,9113,9116,9119],{},[417,9111,9112],{},"Business",[417,9114,9115],{},"$50\u002Fseat\u002F月",[417,9117,9118],{},"1500\u002F月\u002F人",[417,9120,9121],{},"团队 ZDR + SSO，最多 25 席",[399,9123,9124,9126,9128,9131],{},[417,9125,8424],{},[417,9127,8906],{},[417,9129,9130],{},"定制",[417,9132,9133],{},"BYOLLM + 自托管云 agent",[35,9135,9136,9139,9140,7653],{},[38,9137,9138],{},"credit 消耗要点","（据官方与 ",[71,9141,9144],{"href":9142,"rel":9143},"https:\u002F\u002Ftheaiagentindex.com\u002Fagents\u002Fwarp-ai",[75],"theaiagentindex 评测",[79,9146,9147,9150,9153,9156],{},[82,9148,9149],{},"credit 同时用于云端和本地 agent",[82,9151,9152],{},"用前沿模型（GPT \u002F Claude \u002F Gemini）消耗更快",[82,9154,9155],{},"支持 Reload credits（按量加购，有阶梯折扣）+ auto-reload + 团队消费上限",[82,9157,9158],{},"年付约 9 折",[23,9160,1232],{"id":1231},[127,9162,9164],{"className":129,"code":9163,"language":131,"meta":132,"style":132},"# 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",[134,9165,9166,9171,9182,9186,9191,9201,9205,9210],{"__ignoreMap":132},[137,9167,9168],{"class":139,"line":140},[137,9169,9170],{"class":158},"# macOS\n",[137,9172,9173,9175,9177,9179],{"class":139,"line":151},[137,9174,2533],{"class":154},[137,9176,269],{"class":147},[137,9178,2538],{"class":143},[137,9180,9181],{"class":147}," warp\n",[137,9183,9184],{"class":139,"line":162},[137,9185,254],{"emptyLinePlaceholder":253},[137,9187,9188],{"class":139,"line":257},[137,9189,9190],{"class":158},"# Windows\n",[137,9192,9193,9196,9198],{"class":139,"line":263},[137,9194,9195],{"class":154},"winget",[137,9197,269],{"class":147},[137,9199,9200],{"class":147}," Warp.Warp\n",[137,9202,9203],{"class":139,"line":278},[137,9204,254],{"emptyLinePlaceholder":253},[137,9206,9207],{"class":139,"line":283},[137,9208,9209],{"class":158},"# Linux（.deb \u002F .rpm \u002F AppImage \u002F pacman，x64 与 ARM64）\n",[137,9211,9212],{"class":139,"line":289},[137,9213,9214],{"class":158},"# 去 https:\u002F\u002Fapp.warp.dev\u002Fget_warp 选对应包\n",[1456,9216,9217,9220,9223,9226,9229],{},[82,9218,9219],{},"安装后用账号登录（国内需代理过验证）",[82,9221,9222],{},"习惯块状输出——每条命令是一个独立块",[82,9224,9225],{},"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",[82,9227,9228],{},"试 Warp Agent：让它跑一个多步骤任务，看它读输出、自动纠错",[82,9230,9231],{},"团队用户配 Warp Drive 共享 workflow",[23,9233,1454],{"id":1454},[1456,9235,9236,9241,9246,9252],{},[82,9237,9238,9240],{},[38,9239,2659],{},"：AI 推理在境外，agent \u002F 命令生成没代理会卡顿",[82,9242,9243,9245],{},[38,9244,2653],{},"：付费档只收海外卡",[82,9247,9248,9251],{},[38,9249,9250],{},"语言","：界面以英文为主，中文支持弱",[82,9253,9254,9256,9257,9259,9260,9262,9263,9267],{},[38,9255,2665],{},"：国内终端 AI 工作流可考虑 ",[71,9258,545],{"href":544},"（配国内中转）、",[71,9261,967],{"href":2669},"（开源、可接国内模型 API）、",[71,9264,9266],{"href":9265},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html","通义灵码"," 命令行能力",[23,9269,528],{"id":528},[393,9271,9272,9292],{},[396,9273,9274],{},[399,9275,9276,9278,9280,9284,9288],{},[402,9277,537],{},[402,9279,8935],{},[402,9281,9282],{},[71,9283,545],{"href":544},[402,9285,9286],{},[71,9287,967],{"href":2669},[402,9289,9290],{},[71,9291,8068],{"href":1514},[412,9293,9294,9308,9323,9337,9350,9367,9382],{},[399,9295,9296,9298,9300,9303,9306],{},[417,9297,564],{},[417,9299,8951],{},[417,9301,9302],{},"终端内 agent",[417,9304,9305],{},"终端内 pair programmer",[417,9307,9302],{},[399,9309,9310,9313,9316,9319,9321],{},[417,9311,9312],{},"终端 UX 革新",[417,9314,9315],{},"★★★★★ 块状\u002F编辑",[417,9317,9318],{},"★★★☆☆ 普通终端跑",[417,9320,602],{},[417,9322,602],{},[399,9324,9325,9328,9331,9333,9335],{},[417,9326,9327],{},"云端 agent",[417,9329,9330],{},"★★★★★ 有",[417,9332,7973],{},[417,9334,7973],{},[417,9336,602],{},[399,9338,9339,9341,9344,9346,9348],{},[417,9340,1528],{},[417,9342,9343],{},"★★★★☆ 客户端 AGPLv3",[417,9345,7973],{},[417,9347,7968],{},[417,9349,614],{},[399,9351,9352,9355,9358,9361,9364],{},[417,9353,9354],{},"模型灵活度",[417,9356,9357],{},"★★★★☆ 多家 + BYOK",[417,9359,9360],{},"★★★☆☆ 主 Claude",[417,9362,9363],{},"★★★★★ 任意 API",[417,9365,9366],{},"★★★☆☆ 主 OpenAI",[399,9368,9369,9372,9375,9377,9380],{},[417,9370,9371],{},"成本可预测性",[417,9373,9374],{},"★★★☆☆ credit 制",[417,9376,614],{},[417,9378,9379],{},"★★★★★ 按 API 付",[417,9381,614],{},[399,9383,9384,9386,9388,9390,9392],{},[417,9385,7980],{},[417,9387,1582],{},[417,9389,602],{},[417,9391,614],{},[417,9393,602],{},[35,9395,9396,689],{},[38,9397,9398],{},"选 Warp 如果你",[79,9400,9401,9404,9407,9410],{},[82,9402,9403],{},"想要根本性更好的终端 UX（块状输出 + 现代编辑）",[82,9405,9406],{},"需要云端 agent 跑关终端也不停的长任务",[82,9408,9409],{},"mac \u002F Linux 用户、能搞定网络和支付",[82,9411,9412],{},"想要一个 GUI 化、可分享、可团队协作的终端",[35,9414,9415,689],{},[38,9416,9417],{},"别选 Warp 如果你",[79,9419,9420,9425,9428,9431],{},[82,9421,9422,9423,1790],{},"重度使用且预算敏感（credit 制不如按 API 付划算，去 ",[71,9424,967],{"href":2669},[82,9426,9427],{},"Windows 重度用户（打磨不如 mac\u002FLinux）",[82,9429,9430],{},"国内 + 不想折腾代理",[82,9432,9433],{},"只想要纯净轻量终端（用 iTerm2 \u002F Alacritty）",[23,9435,1659],{"id":1659},[79,9437,9438,9444,9454,9460,9466,9472],{},[82,9439,9440,9443],{},[38,9441,9442],{},"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。",[82,9445,9446,9449,9450,9453],{},[38,9447,9448],{},"Windows 打磨落后","：据 ",[71,9451,9144],{"href":9142,"rel":9452},[75],"，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。",[82,9455,9456,9459],{},[38,9457,9458],{},"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。",[82,9461,9462,9465],{},[38,9463,9464],{},"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。",[82,9467,9468,9471],{},[38,9469,9470],{},"数据出网","：默认 AI 走云端。介意代码出网的，Free 档可 BYO 推理，或上 Business\u002FEnterprise 的 Zero Data Retention。",[82,9473,9474,9477],{},[38,9475,9476],{},"国内三道坎","：网络、支付、英文界面，没代理基本玩不转。",[23,9479,1761],{"id":1760},[35,9481,1764],{},[79,9483,9484,9487,9490,9493],{},[82,9485,9486],{},"想要现代化、AI-native 的终端体验",[82,9488,9489],{},"需要云端 agent 跑长时间自主任务",[82,9491,9492],{},"mac \u002F Linux 开发者",[82,9494,9495],{},"团队需要共享命令 \u002F workflow \u002F 结对",[35,9497,1793],{},[79,9499,9500,9506,9509,9512],{},[82,9501,9502,9503,9505],{},"预算敏感的重度 AI 使用者（",[71,9504,967],{"href":2669}," 按 API 付更省）",[82,9507,9508],{},"Windows 重度用户",[82,9510,9511],{},"国内首选且不想配代理",[82,9513,9514],{},"偏好极简纯净终端",[23,9516,765],{"id":765},[79,9518,9519,9529,9537],{},[82,9520,770,9521,773,9523,773,9525,773,9527],{},[71,9522,545],{"href":544},[71,9524,967],{"href":2669},[71,9526,8068],{"href":1514},[71,9528,4424],{"href":7373},[82,9530,784,9531,773,9533,773,9535],{},[71,9532,788],{"href":787},[71,9534,792],{"href":791},[71,9536,8212],{"href":8211},[82,9538,803,9539,773,9543],{},[71,9540,9542],{"href":9541},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[71,9544,9546],{"href":9545},"\u002Fmodels\u002Fgpt-5-1-codex-max.html","GPT-5.1-Codex-Max",[23,9548,829],{"id":829},[79,9550,9551,9562,9568],{},[82,9552,834,9553,9557,9558],{},[71,9554,9555],{"href":9555,"rel":9556},"https:\u002F\u002Fwarp.dev",[75]," ｜ 定价：",[71,9559,9560],{"href":9560,"rel":9561},"https:\u002F\u002Fwww.warp.dev\u002Fpricing",[75],[82,9563,1876,9564],{},[71,9565,9566],{"href":9566,"rel":9567},"https:\u002F\u002Fgithub.com\u002Fwarpdotdev\u002FWarp",[75],[82,9569,9570],{},"第三方评测：aitools.inc \u002F theaiagentindex.com",[35,9572,861,9573,865],{},[71,9574,864],{"href":864},[867,9576,9577],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":132,"searchDepth":162,"depth":162,"links":9579},[9580,9581,9588,9589,9590,9591,9592,9593,9594,9595],{"id":25,"depth":151,"text":26},{"id":1004,"depth":151,"text":1004,"children":9582},[9583,9584,9585,9586,9587],{"id":8969,"depth":162,"text":8970},{"id":8987,"depth":162,"text":8988},{"id":8994,"depth":162,"text":8995},{"id":9029,"depth":162,"text":9030},{"id":9041,"depth":162,"text":9042},{"id":9048,"depth":151,"text":9049},{"id":1231,"depth":151,"text":1232},{"id":1454,"depth":151,"text":1454},{"id":528,"depth":151,"text":528},{"id":1659,"depth":151,"text":1659},{"id":1760,"depth":151,"text":1761},{"id":765,"depth":151,"text":765},{"id":829,"depth":151,"text":829},"\u002Fimg\u002Ftools\u002Fwarp.webp","Warp 真实评测：用 Rust 重写的 AI-native 终端，块状命令输出、自然语言生成命令、本地+云端 agent、codebase 索引。AIHO 编辑部基于官方与多份独立评测整理，含 credit 定价、与 Claude Code 对比、避坑指南。",[898],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Fwarp",[912,910,911],[9603,9605,9609,9612,9615],{"plan":9072,"price":1928,"limit":9604,"cn_pay":3673,"note":9080},"限量 AI credits + BYO 推理，云 agent\u002F索引受限",{"plan":9085,"price":9606,"limit":9607,"cn_pay":3100,"note":9608},"$20\u002F月（年付 9 折 $18）","1500 credits\u002F月，前沿 OpenAI\u002FAnthropic\u002FGoogle 模型","官方推荐档",{"plan":9099,"price":2456,"limit":9610,"cn_pay":9611,"note":9107},"12× Build 的 credits","⚠️",{"plan":9112,"price":9115,"limit":9613,"cn_pay":9611,"note":9614},"1500 credits + 团队 ZDR + SAML SSO","团队（最多 25 席）",{"plan":8424,"price":8906,"limit":9616,"cn_pay":3673,"note":9617},"无限席位 + BYOLLM + 自托管云 agent","大企业","Free（100-限量 AI）\u002F Build $20\u002Fmo 1500 credits \u002F Max $200\u002Fmo \u002F Business $50\u002Fseat",{"power":257,"ux":263,"price":162,"cn_support":151,"stability":257},{"title":8935,"description":9597},"coding\u002Fcli\u002Fwarp",[9623,9625,9627,9629,9632],{"title":9624,"url":9555},"Warp 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