[{"data":1,"prerenderedAt":2056},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-claude-code-vs-gemini-cli":9,"compare-a-claude-code":10,"compare-b-gemini-cli":1404},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":17,"body":19,"category":1320,"chinese_friendly":140,"cover":1321,"description":1322,"domestic":1323,"extension":1324,"faq":9,"free":1323,"github":1273,"languages":1325,"lastVerified":9,"meta":1327,"models":1328,"navigation":697,"notSuitable":1332,"opensource":1323,"path":1336,"pillar":1337,"platforms":1338,"priceTable":1342,"pricing":1362,"published":1363,"relatedPlaybooks":9,"relatedReviews":1364,"score":1371,"self_host":1323,"seo":1372,"seoTitle":1373,"slug":1374,"sources":1375,"stem":1388,"suitable":1389,"tagline":1395,"tags":1396,"updated":1401,"verdict":1402,"website":1259,"__hash__":1403},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md","Claude Code",[14,15,16],"coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fcline",[18],"anthropic",{"type":20,"value":21,"toc":1303},"minimark",[22,27,82,88,91,96,106,149,152,156,164,200,216,220,223,385,403,407,418,498,501,505,519,522,537,619,622,641,654,662,666,831,834,881,884,1045,1051,1065,1070,1090,1093,1189,1192,1249,1252,1291,1299],[23,24,26],"h2",{"id":25},"tldr","TL;DR",[28,29,34,47,58],"div",{"className":30},[31,32,33],"card","p-5","my-4",[35,36,37,41,42,46],"p",{},[38,39,40],"strong",{},"一句话："," 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 ",[43,44,45],"code",{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[35,48,49,50,53,54,57],{},"最大价值是 ",[38,51,52],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[38,55,56],{},"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。",[35,59,60,63,64,69,70,73,74,77,78,81],{},[38,61,62],{},"2026-07 最新进展","：核心模型已升级为 ",[65,66,68],"a",{"href":67},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5","（复杂任务用 Opus 4.8），1M 上下文；新增 ",[43,71,72],{},"\u002Ffork","（复制会话到后台并行）、",[43,75,76],{},"\u002Fsubtask","（取代内联子 agent）；会话级上限（WebSearch 200 次、子 agent 200 个）；MCP 调用超 2 分钟自动转后台。",[38,79,80],{},"Claude Code for Visual Studio","（7-08）成为首个正式接入调试器（断点\u002F运行时变量\u002F调用栈）的 AI 编程工具。当前版本 v2.1.201–206。Claude Code 约占 AI 编程赛道一半市场，ARR 约 $2.5B。",[83,84,85],"blockquote",{},[35,86,87],{},"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。",[23,89,90],{"id":90},"核心特性",[92,93,95],"h3",{"id":94},"终端原生的-agent-体验","终端原生的 Agent 体验",[35,97,98,99,102,103,105],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[38,100,101],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[43,104,45],{},"，就进入了一个能读你整个 codebase 的对话环境。",[107,108,113],"pre",{"className":109,"code":110,"language":111,"meta":112,"style":112},"language-bash shiki shiki-themes github-light github-dark","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","bash","",[43,114,115,128,138],{"__ignoreMap":112},[116,117,120,124],"span",{"class":118,"line":119},"line",1,[116,121,123],{"class":122},"sj4cs","cd",[116,125,127],{"class":126},"sZZnC"," your-project\n",[116,129,131,134],{"class":118,"line":130},2,[116,132,45],{"class":133},"sScJk",[116,135,137],{"class":136},"sJ8bj","                          # 进入交互模式\n",[116,139,141,145],{"class":118,"line":140},3,[116,142,144],{"class":143},"szBVR",">",[116,146,148],{"class":147},"sVt8B"," 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[35,150,151],{},"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。",[92,153,155],{"id":154},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[35,157,158,159,163],{},"Claude Code 2.x 引入了 ",[65,160,162],{"href":161},"\u002Fwiki\u002Fai-agent.html","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：",[107,165,167],{"className":109,"code":166,"language":111,"meta":112,"style":112},"\u002Fsubtask            # 派发独立子任务（2026-07 起取代内联子 agent）\n\u002Ffork               # 复制当前会话到后台并行推进\n\u002Fagents             # 管理子代理\n\u002Ftasks              # 列出后台运行的子代理\n",[43,168,169,176,183,191],{"__ignoreMap":112},[116,170,171,173],{"class":118,"line":119},[116,172,76],{"class":133},[116,174,175],{"class":136},"            # 派发独立子任务（2026-07 起取代内联子 agent）\n",[116,177,178,180],{"class":118,"line":130},[116,179,72],{"class":133},[116,181,182],{"class":136},"               # 复制当前会话到后台并行推进\n",[116,184,185,188],{"class":118,"line":140},[116,186,187],{"class":133},"\u002Fagents",[116,189,190],{"class":136},"             # 管理子代理\n",[116,192,194,197],{"class":118,"line":193},4,[116,195,196],{"class":133},"\u002Ftasks",[116,198,199],{"class":136},"              # 列出后台运行的子代理\n",[35,201,202,203,209,210,212,213,215],{},"据 ",[65,204,208],{"href":205,"rel":206},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[207],"nofollow","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。2026-07 更新后，",[43,211,76],{}," 取代了旧的内联子 agent 写法，",[43,214,72],{}," 则能把整个会话复制一份丢到后台继续跑；会话级新增上限（WebSearch 200 次、子 agent 200 个），MCP 调用超 2 分钟自动转后台执行。",[92,217,219],{"id":218},"slash-命令生产力关键","Slash 命令（生产力关键）",[35,221,222],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[224,225,226,239],"table",{},[227,228,229],"thead",{},[230,231,232,236],"tr",{},[233,234,235],"th",{},"命令",[233,237,238],{},"用途",[240,241,242,257,267,281,291,301,311,321,331,341,351,361,371],"tbody",{},[230,243,244,250],{},[245,246,247],"td",{},[43,248,249],{},"\u002Finit",[245,251,252,253,256],{},"第一次进入仓库时跑，生成 ",[43,254,255],{},"CLAUDE.md","（项目记忆）",[230,258,259,264],{},[245,260,261],{},[43,262,263],{},"\u002Fmemory",[245,265,266],{},"编辑长期记忆",[230,268,269,274],{},[245,270,271],{},[43,272,273],{},"\u002Fclear",[245,275,276,277,280],{},"清空当前对话，重新开始（",[38,278,279],{},"最被低估的命令","）",[230,282,283,288],{},[245,284,285],{},[43,286,287],{},"\u002Fcompact",[245,289,290],{},"长对话压缩，挽救快爆炸的 context window",[230,292,293,298],{},[245,294,295],{},[43,296,297],{},"\u002Fcontext",[245,299,300],{},"显示当前 context 用量",[230,302,303,308],{},[245,304,305],{},[43,306,307],{},"\u002Fplan",[245,309,310],{},"切到 plan 模式（只规划不执行）",[230,312,313,318],{},[245,314,315],{},[43,316,317],{},"\u002Fmodel",[245,319,320],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[230,322,323,328],{},[245,324,325],{},[43,326,327],{},"\u002Fdiff",[245,329,330],{},"看本轮所有改动",[230,332,333,338],{},[245,334,335],{},[43,336,337],{},"\u002Fcode-review",[245,339,340],{},"对 diff 跑代码审查",[230,342,343,348],{},[245,344,345],{},[43,346,347],{},"\u002Frewind",[245,349,350],{},"回滚到任意 checkpoint（代码 + 对话）",[230,352,353,358],{},[245,354,355],{},[43,356,357],{},"\u002Fmcp",[245,359,360],{},"管理 MCP 服务器",[230,362,363,368],{},[245,364,365],{},[43,366,367],{},"\u002Fdoctor",[245,369,370],{},"排查环境问题",[230,372,373,382],{},[245,374,375,378,379],{},[43,376,377],{},"\u002Fresume"," ",[43,380,381],{},"\u002Fbranch",[245,383,384],{},"回到 \u002F fork 历史对话",[35,386,387,392,393,395,396,398,399,402],{},[65,388,391],{"href":389,"rel":390},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[207],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[43,394,287],{},"（每 20-30 分钟一次防止 context drift）、",[43,397,273],{},"（新任务开新会话）、自定义命令（写在 ",[43,400,401],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[92,404,406],{"id":405},"mcp-集成一等公民","MCP 集成（一等公民）",[35,408,409,413,414,417],{},[65,410,412],{"href":411},"\u002Fwiki\u002Fmcp.html","MCP"," 是 Anthropic 自家协议，Claude Code 是 MCP 支持最完整的客户端。配置一次 ",[43,415,416],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[107,419,423],{"className":420,"code":421,"language":422,"meta":112,"style":112},"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",[43,424,425,430,438,445,459,480,486,492],{"__ignoreMap":112},[116,426,427],{"class":118,"line":119},[116,428,429],{"class":147},"{\n",[116,431,432,435],{"class":118,"line":130},[116,433,434],{"class":122},"  \"mcpServers\"",[116,436,437],{"class":147},": {\n",[116,439,440,443],{"class":118,"line":140},[116,441,442],{"class":122},"    \"postgres\"",[116,444,437],{"class":147},[116,446,447,450,453,456],{"class":118,"line":193},[116,448,449],{"class":122},"      \"command\"",[116,451,452],{"class":147},": ",[116,454,455],{"class":126},"\"npx\"",[116,457,458],{"class":147},",\n",[116,460,462,465,468,471,474,477],{"class":118,"line":461},5,[116,463,464],{"class":122},"      \"args\"",[116,466,467],{"class":147},": [",[116,469,470],{"class":126},"\"@modelcontextprotocol\u002Fserver-postgres\"",[116,472,473],{"class":147},", ",[116,475,476],{"class":126},"\"postgresql:\u002F\u002F...\"",[116,478,479],{"class":147},"]\n",[116,481,483],{"class":118,"line":482},6,[116,484,485],{"class":147},"    }\n",[116,487,489],{"class":118,"line":488},7,[116,490,491],{"class":147},"  }\n",[116,493,495],{"class":118,"line":494},8,[116,496,497],{"class":147},"}\n",[35,499,500],{},"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。",[92,502,504],{"id":503},"后台-远程模式","后台 \u002F 远程模式",[35,506,507,510,511,514,515,518],{},[43,508,509],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[43,512,513],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[43,516,517],{},"\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\"。",[23,520,521],{"id":521},"价格与运行成本",[35,523,524,525,530,531,536],{},"根据 ",[65,526,529],{"href":527,"rel":528},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[207],"explainx.ai 2026-06 评测"," 和 ",[65,532,535],{"href":533,"rel":534},"https:\u002F\u002Fclaude.com\u002Fpricing",[207],"Anthropic 官方定价"," 整理：",[224,538,539,552],{},[227,540,541],{},[230,542,543,546,549],{},[233,544,545],{},"路径",[233,547,548],{},"价格",[233,550,551],{},"适用场景",[240,553,554,567,580,593,606],{},[230,555,556,561,564],{},[245,557,558],{},[38,559,560],{},"BYOK（自带 API key）",[245,562,563],{},"按 token 计费",[245,565,566],{},"全自由，但单月烧到 $500+ 也常见",[230,568,569,574,577],{},[245,570,571],{},[38,572,573],{},"Pro",[245,575,576],{},"$20\u002F月（年付 ~$17）",[245,578,579],{},"个人开发者，每天 1-4 小时",[230,581,582,587,590],{},[245,583,584],{},[38,585,586],{},"Max 5x",[245,588,589],{},"$100\u002F月",[245,591,592],{},"重度用户 + Opus 模型访问",[230,594,595,600,603],{},[245,596,597],{},[38,598,599],{},"Max 20x",[245,601,602],{},"$200\u002F月",[245,604,605],{},"8h+ agentic 工作流 \u002F 团队共享",[230,607,608,613,616],{},[245,609,610],{},[38,611,612],{},"Team Premium",[245,614,615],{},"$100\u002Fseat 年付 \u002F $125 月付",[245,617,618],{},"团队，含管理",[35,620,621],{},"API token 价格（2026-07 公开数据）：",[623,624,625,632,638],"ul",{},[626,627,628,631],"li",{},[38,629,630],{},"Sonnet 5","：促销 input $2 \u002F output $10（至 2026-08-31），之后标准 $3 \u002F $15 per 1M token",[626,633,634,637],{},[38,635,636],{},"Opus 4.8","：input $5 \u002F output $25 per 1M token（已大幅低于早期 Opus 4 的 $15\u002F$75）",[626,639,640],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[83,642,643],{},[35,644,645,646,649,650,653],{},"SWE-bench Verified 参考：Opus 4.8 官方提交 ",[38,647,648],{},"87.6%","、Sonnet 5 ",[38,651,652],{},"80.8%","（Claude Code 内实测），是长任务编程能力的第一梯队。注意 Sonnet 5 换了新分词器，同文本 token 数约 +30%，核算成本要按实际 token 量。",[35,655,656,661],{},[65,657,660],{"href":658,"rel":659},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[207],"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。",[23,663,665],{"id":664},"上手-5-分钟","上手 5 分钟",[107,667,669],{"className":109,"code":668,"language":111,"meta":112,"style":112},"# 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",[43,670,671,676,693,699,704,718,722,727,740,745,751,759,773,779,794,799,805,812,823],{"__ignoreMap":112},[116,672,673],{"class":118,"line":119},[116,674,675],{"class":136},"# macOS \u002F Linux \u002F Windows (WSL)\n",[116,677,678,681,684,687,690],{"class":118,"line":130},[116,679,680],{"class":133},"curl",[116,682,683],{"class":122}," -fsSL",[116,685,686],{"class":126}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[116,688,689],{"class":143}," |",[116,691,692],{"class":133}," bash\n",[116,694,695],{"class":118,"line":140},[116,696,698],{"emptyLinePlaceholder":697},true,"\n",[116,700,701],{"class":118,"line":193},[116,702,703],{"class":136},"# macOS 用 Homebrew\n",[116,705,706,709,712,715],{"class":118,"line":461},[116,707,708],{"class":133},"brew",[116,710,711],{"class":126}," install",[116,713,714],{"class":122}," --cask",[116,716,717],{"class":126}," claude-code\n",[116,719,720],{"class":118,"line":482},[116,721,698],{"emptyLinePlaceholder":697},[116,723,724],{"class":118,"line":488},[116,725,726],{"class":136},"# Windows PowerShell\n",[116,728,729,732,735,737],{"class":118,"line":494},[116,730,731],{"class":133},"irm",[116,733,734],{"class":126}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[116,736,689],{"class":143},[116,738,739],{"class":133}," iex\n",[116,741,743],{"class":118,"line":742},9,[116,744,698],{"emptyLinePlaceholder":697},[116,746,748],{"class":118,"line":747},10,[116,749,750],{"class":136},"# 验证 + 登录\n",[116,752,754,756],{"class":118,"line":753},11,[116,755,45],{"class":133},[116,757,758],{"class":122}," --version\n",[116,760,762,764,767,770],{"class":118,"line":761},12,[116,763,45],{"class":133},[116,765,766],{"class":126}," auth",[116,768,769],{"class":126}," login",[116,771,772],{"class":136},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[116,774,776],{"class":118,"line":775},13,[116,777,778],{"class":136},"# 或用 API key\n",[116,780,782,785,788,791],{"class":118,"line":781},14,[116,783,784],{"class":143},"export",[116,786,787],{"class":147}," ANTHROPIC_API_KEY",[116,789,790],{"class":143},"=",[116,792,793],{"class":147},"sk-ant-...\n",[116,795,797],{"class":118,"line":796},15,[116,798,698],{"emptyLinePlaceholder":697},[116,800,802],{"class":118,"line":801},16,[116,803,804],{"class":136},"# 进项目，启动\n",[116,806,808,810],{"class":118,"line":807},17,[116,809,123],{"class":122},[116,811,127],{"class":126},[116,813,815,817,820],{"class":118,"line":814},18,[116,816,45],{"class":133},[116,818,819],{"class":126}," \u002Finit",[116,821,822],{"class":136},"               # 生成 CLAUDE.md\n",[116,824,826,828],{"class":118,"line":825},19,[116,827,45],{"class":133},[116,829,830],{"class":136},"                     # 进入交互模式\n",[23,832,833],{"id":833},"国内使用注意事项",[835,836,837,843,849,855],"ol",{},[626,838,839,842],{},[38,840,841],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[626,844,845,848],{},[38,846,847],{},"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",[626,850,851,854],{},[38,852,853],{},"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",[626,856,857,860,861,865,866,870,871,875,876,880],{},[38,858,859],{},"替代路径","：用 ",[65,862,864],{"href":863},"\u002Fcoding\u002Fcli\u002Faider.html","Aider"," 或 ",[65,867,869],{"href":868},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," 接 ",[65,872,874],{"href":873},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3"," \u002F ",[65,877,879],{"href":878},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[23,882,883],{"id":883},"与同类怎么选",[224,885,886,911],{},[227,887,888],{},[230,889,890,893,895,901,907],{},[233,891,892],{},"维度",[233,894,12],{},[233,896,897],{},[65,898,900],{"href":899},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[233,902,903],{},[65,904,906],{"href":905},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[233,908,909],{},[65,910,864],{"href":863},[240,912,913,929,945,963,985,999,1013,1030],{},[230,914,915,918,921,924,927],{},[245,916,917],{},"形态",[245,919,920],{},"CLI（IDE 无关）",[245,922,923],{},"AI-first IDE",[245,925,926],{},"CLI",[245,928,926],{},[230,930,931,934,937,940,942],{},[245,932,933],{},"长任务能力",[245,935,936],{},"★★★★★",[245,938,939],{},"★★★★☆",[245,941,939],{},[245,943,944],{},"★★★☆☆",[230,946,947,950,957,959,961],{},[245,948,949],{},"上下文管理",[245,951,952,953,378,955],{},"★★★★★ ",[43,954,287],{},[43,956,273],{},[245,958,939],{},[245,960,939],{},[245,962,944],{},[230,964,965,968,976,979,982],{},[245,966,967],{},"子代理 \u002F 并行",[245,969,970,971,378,973,280],{},"✅（",[43,972,187],{},[43,974,975],{},"\u002Fbatch",[245,977,978],{},"部分（Bug bot）",[245,980,981],{},"⚠️ 有限",[245,983,984],{},"❌",[230,986,987,990,993,995,997],{},[245,988,989],{},"MCP 支持",[245,991,992],{},"★★★★★ 一等公民",[245,994,939],{},[245,996,944],{},[245,998,984],{},[230,1000,1001,1004,1006,1008,1010],{},[245,1002,1003],{},"Git 集成",[245,1005,939],{},[245,1007,944],{},[245,1009,944],{},[245,1011,1012],{},"★★★★★ 每改即 commit",[230,1014,1015,1018,1021,1024,1027],{},[245,1016,1017],{},"国内门槛",[245,1019,1020],{},"高（账号+支付+网络）",[245,1022,1023],{},"高（账号+支付）",[245,1025,1026],{},"高",[245,1028,1029],{},"低（BYOK 国产模型）",[230,1031,1032,1034,1037,1040,1042],{},[245,1033,548],{},[245,1035,1036],{},"$20-$200\u002F月",[245,1038,1039],{},"$20\u002F月",[245,1041,1036],{},[245,1043,1044],{},"仅 API 成本",[35,1046,1047,1050],{},[38,1048,1049],{},"选 Claude Code 如果你","：",[623,1052,1053,1056,1059,1062],{},[626,1054,1055],{},"重视长任务自主性 + 上下文管理",[626,1057,1058],{},"JetBrains \u002F Vim 用户，不想换 IDE",[626,1060,1061],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[626,1063,1064],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[35,1066,1067,1050],{},[38,1068,1069],{},"别选 Claude Code 如果你",[623,1071,1072,1078,1083],{},[626,1073,1074,1075,1077],{},"国内、个人、预算紧（去 ",[65,1076,864],{"href":863}," + DeepSeek）",[626,1079,1080,1081,280],{},"想要纯 IDE 内 inline 体验（",[65,1082,900],{"href":899},[626,1084,1085,1086,280],{},"主要写补全而非 agent 任务（",[65,1087,1089],{"href":1088},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[23,1091,1092],{"id":1092},"避坑清单",[623,1094,1095,1108,1123,1137,1145,1163,1177,1183],{},[626,1096,1097,1103,1104,1107],{},[38,1098,1099,1102],{},[43,1100,1101],{},"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 ",[43,1105,1106],{},"env | grep ANTHROPIC"," 检查",[626,1109,1110,1116,1117,1119,1120,1122],{},[38,1111,1112,1113,1115],{},"长会话不 ",[43,1114,287],{}," 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 ",[43,1118,287],{}," 一次或 ",[43,1121,273],{}," 开新会话",[626,1124,1125,1130,1131,1136],{},[38,1126,1127,1129],{},[43,1128,317],{}," 切换是个坑","：跨模型切会丢部分 context ",[65,1132,1135],{"href":1133,"rel":1134},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[207],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[626,1138,1139,1144],{},[38,1140,1141,1143],{},[43,1142,249],{}," 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",[626,1146,1147,1152,1153,378,1156,378,1159,1162],{},[38,1148,1149,1151],{},[43,1150,401],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[43,1154,1155],{},"\u002Fdeploy",[43,1157,1158],{},"\u002Fmigrate",[43,1160,1161],{},"\u002Freview-pr","，提交进 git",[626,1164,1165,1168,1169,1172,1173,1176],{},[38,1166,1167],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[43,1170,1171],{},"--permission-mode plan"," 或开 ",[43,1174,1175],{},"acceptEdits"," 但配合 git worktree",[626,1178,1179,1182],{},[38,1180,1181],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[626,1184,1185,1188],{},[38,1186,1187],{},"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",[23,1190,1191],{"id":1191},"相关阅读",[623,1193,1194,1209,1225,1238],{},[626,1195,1196,1197,875,1199,875,1203,875,1205,875,1207],{},"同类对比：",[65,1198,900],{"href":899},[65,1200,1202],{"href":1201},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[65,1204,906],{"href":905},[65,1206,864],{"href":863},[65,1208,869],{"href":868},[626,1210,1211,1212,875,1215,875,1219,875,1221],{},"概念：",[65,1213,1214],{"href":161},"AI Agent",[65,1216,1218],{"href":1217},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[65,1220,412],{"href":411},[65,1222,1224],{"href":1223},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[626,1226,1227,1228,875,1230,875,1234],{},"模型：",[65,1229,68],{"href":67},[65,1231,1233],{"href":1232},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[65,1235,1237],{"href":1236},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[626,1239,1240,1241,875,1245],{},"进阶：",[65,1242,1244],{"href":1243},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[65,1246,1248],{"href":1247},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[23,1250,1251],{"id":1251},"来源",[623,1253,1254,1261,1268,1275,1282,1288],{},[626,1255,1256,1257],{},"官网：",[65,1258,1259],{"href":1259,"rel":1260},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[207],[626,1262,1263,1264],{},"官方文档：",[65,1265,1266],{"href":1266,"rel":1267},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[207],[626,1269,1270,1271],{},"GitHub：",[65,1272,1273],{"href":1273,"rel":1274},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[207],[626,1276,1277,1278],{},"CLI Reference：",[65,1279,1280],{"href":1280,"rel":1281},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[207],[626,1283,1284,1285],{},"官方定价：",[65,1286,533],{"href":533,"rel":1287},[207],[626,1289,1290],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[35,1292,1293,1294,1298],{},"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 ",[65,1295,1297],{"href":1296},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[1300,1301,1302],"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: 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var(--shiki-dark-text-decoration);}",{"title":112,"searchDepth":140,"depth":140,"links":1304},[1305,1306,1313,1314,1315,1316,1317,1318,1319],{"id":25,"depth":130,"text":26},{"id":90,"depth":130,"text":90,"children":1307},[1308,1309,1310,1311,1312],{"id":94,"depth":140,"text":95},{"id":154,"depth":140,"text":155},{"id":218,"depth":140,"text":219},{"id":405,"depth":140,"text":406},{"id":503,"depth":140,"text":504},{"id":521,"depth":130,"text":521},{"id":664,"depth":130,"text":665},{"id":833,"depth":130,"text":833},{"id":883,"depth":130,"text":883},{"id":1092,"depth":130,"text":1092},{"id":1191,"depth":130,"text":1191},{"id":1251,"depth":130,"text":1251},"cli","\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。",false,"md",[1326],"en",{},[1329,1330,1331],"claude-sonnet-5","claude-opus-4-8","claude-haiku-4",[1333,1334,1335],"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","coding",[1339,1340,1341],"macos","linux","windows",[1343,1349,1354,1358],{"plan":1344,"price":1345,"limit":1346,"cn_pay":1347,"note":1348},"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":1350,"price":1039,"limit":1351,"cn_pay":1352,"note":1353},"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":1355,"price":589,"limit":1356,"cn_pay":1352,"note":1357},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":1359,"price":602,"limit":1360,"cn_pay":1352,"note":1361},"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","2026-06-18",[1365,1366,1367,1368,1369,1370],"ai-coding-tool-decision-tree","aider-deep-review","claude-code-deep-review","claude-skills-practice","codex-deep-review","cursor-deep-review",{"power":461,"ux":193,"price":140,"cn_support":130,"stability":193},{"title":12,"description":1322},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用","coding\u002Fcli\u002Fclaude-code",[1376,1378,1379,1381,1384,1386],{"title":1377,"url":1266},"Claude Code 官方文档",{"title":535,"url":533},{"title":1380,"url":1280},"Claude Code CLI Reference",{"title":1382,"url":1383},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":1385,"url":205},"Claude Code Cheat Sheet 2026",{"title":1387,"url":1273},"Claude Code Changelog（v2.1.x）","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[1390,1391,1392,1393,1394],"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",[1320,1397,1398,18,1399,1400],"agent","terminal","long-task","mcp","2026-07-20","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。","YIQtC5U4vEsz2B9Smm0TktyJo6JZ-dCcq31GUqSt1ms",{"id":1405,"title":1406,"alternatives":1407,"api_compatible":1408,"body":1411,"category":1320,"chinese_friendly":140,"cover":1990,"description":1991,"domestic":1323,"extension":1324,"faq":1992,"free":1323,"github":1964,"languages":2005,"lastVerified":9,"meta":2006,"models":2007,"navigation":697,"notSuitable":2011,"opensource":697,"path":2015,"pillar":1337,"platforms":2016,"priceTable":2017,"pricing":2031,"published":2032,"relatedPlaybooks":2033,"relatedReviews":9,"score":2035,"self_host":1323,"seo":2036,"seoTitle":9,"slug":2037,"sources":2038,"stem":2043,"suitable":2044,"tagline":2049,"tags":2050,"updated":2032,"verdict":2054,"website":1957,"__hash__":2055},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fgemini-cli.md","Gemini CLI",[1374,14,15],[1409,1410],"gemini","vertex-ai",{"type":20,"value":1412,"toc":1974},[1413,1415,1430,1433,1439,1442,1462,1465,1519,1522,1525,1607,1610,1659,1662,1666,1669,1690,1693,1696,1700,1708,1711,1715,1721,1724,1728,1766,1769,1771,1884,1889,1903,1905,1937,1941,1948,1950,1966,1971],[23,1414,26],{"id":25},[28,1416,1418,1427],{"className":1417},[31,32,33],[35,1419,1420,1422,1423,1426],{},[38,1421,40],{}," 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 ",[38,1424,1425],{},"1M token 上下文 + 个人账号免费额度","。",[35,1428,1429],{},"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。",[23,1431,1432],{"id":1432},"它是什么",[35,1434,1435,1436,1438],{},"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 ",[43,1437,1409],{},"，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。",[35,1440,1441],{},"它的特点不是「最强代码生成」，而是三件事：",[835,1443,1444,1450,1456],{},[626,1445,1446,1449],{},[38,1447,1448],{},"上下文大","：官方文档强调可访问 Gemini 2.5 Pro 的 1M token context window。",[626,1451,1452,1455],{},[38,1453,1454],{},"免费额度大","：个人 Google 账号入口标注 60 requests\u002Fmin、1,000 requests\u002Fday。",[626,1457,1458,1461],{},[38,1459,1460],{},"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。",[23,1463,1464],{"id":1464},"安装与启动",[107,1466,1468],{"className":109,"code":1467,"language":111,"meta":112,"style":112},"# 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",[43,1469,1470,1475,1483,1487,1492,1505,1509,1514],{"__ignoreMap":112},[116,1471,1472],{"class":118,"line":119},[116,1473,1474],{"class":136},"# 免安装试用\n",[116,1476,1477,1480],{"class":118,"line":130},[116,1478,1479],{"class":133},"npx",[116,1481,1482],{"class":126}," https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\n",[116,1484,1485],{"class":118,"line":140},[116,1486,698],{"emptyLinePlaceholder":697},[116,1488,1489],{"class":118,"line":193},[116,1490,1491],{"class":136},"# 全局安装\n",[116,1493,1494,1497,1499,1502],{"class":118,"line":461},[116,1495,1496],{"class":133},"npm",[116,1498,711],{"class":126},[116,1500,1501],{"class":122}," -g",[116,1503,1504],{"class":126}," @google\u002Fgemini-cli\n",[116,1506,1507],{"class":118,"line":482},[116,1508,698],{"emptyLinePlaceholder":697},[116,1510,1511],{"class":118,"line":488},[116,1512,1513],{"class":136},"# 启动当前目录会话\n",[116,1515,1516],{"class":118,"line":494},[116,1517,1518],{"class":133},"gemini\n",[35,1520,1521],{},"要求 Node.js 20+，支持 Windows \u002F macOS \u002F Linux。",[35,1523,1524],{},"常用命令：",[107,1526,1528],{"className":109,"code":1527,"language":111,"meta":112,"style":112},"# 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",[43,1529,1530,1535,1545,1549,1554,1564,1568,1573,1583,1587,1592],{"__ignoreMap":112},[116,1531,1532],{"class":118,"line":119},[116,1533,1534],{"class":136},"# 非交互问答\n",[116,1536,1537,1539,1542],{"class":118,"line":130},[116,1538,1409],{"class":133},[116,1540,1541],{"class":122}," -p",[116,1543,1544],{"class":126}," \"Explain the architecture of this codebase\"\n",[116,1546,1547],{"class":118,"line":140},[116,1548,698],{"emptyLinePlaceholder":697},[116,1550,1551],{"class":118,"line":193},[116,1552,1553],{"class":136},"# 指定模型\n",[116,1555,1556,1558,1561],{"class":118,"line":461},[116,1557,1409],{"class":133},[116,1559,1560],{"class":122}," -m",[116,1562,1563],{"class":126}," gemini-2.5-flash\n",[116,1565,1566],{"class":118,"line":482},[116,1567,698],{"emptyLinePlaceholder":697},[116,1569,1570],{"class":118,"line":488},[116,1571,1572],{"class":136},"# 额外包含目录\n",[116,1574,1575,1577,1580],{"class":118,"line":494},[116,1576,1409],{"class":133},[116,1578,1579],{"class":122}," --include-directories",[116,1581,1582],{"class":126}," ..\u002Fdocs,..\u002Fpackages\n",[116,1584,1585],{"class":118,"line":742},[116,1586,698],{"emptyLinePlaceholder":697},[116,1588,1589],{"class":118,"line":747},[116,1590,1591],{"class":136},"# JSON 输出，方便脚本串联\n",[116,1593,1594,1596,1598,1601,1604],{"class":118,"line":753},[116,1595,1409],{"class":133},[116,1597,1541],{"class":122},[116,1599,1600],{"class":126}," \"Summarize open issues\"",[116,1602,1603],{"class":122}," --output-format",[116,1605,1606],{"class":126}," json\n",[23,1608,1609],{"id":1609},"三种认证路径",[224,1611,1612,1624],{},[227,1613,1614],{},[230,1615,1616,1618,1621],{},[233,1617,545],{},[233,1619,1620],{},"适合谁",[233,1622,1623],{},"关键点",[240,1625,1626,1637,1648],{},[230,1627,1628,1631,1634],{},[245,1629,1630],{},"Google OAuth",[245,1632,1633],{},"个人开发者",[245,1635,1636],{},"免费额度最大，上手最简单",[230,1638,1639,1642,1645],{},[245,1640,1641],{},"Gemini API Key",[245,1643,1644],{},"脚本 \u002F CI",[245,1646,1647],{},"更适合自动化，额度跟 API tier 走",[230,1649,1650,1653,1656],{},[245,1651,1652],{},"Vertex AI",[245,1654,1655],{},"企业 \u002F GCP 团队",[245,1657,1658],{},"IAM、审计、合规、配额更可控",[35,1660,1661],{},"个人使用优先 OAuth；生产和团队内使用优先 Vertex AI。",[23,1663,1665],{"id":1664},"mcp-与项目记忆","MCP 与项目记忆",[35,1667,1668],{},"Gemini CLI 支持两类扩展：",[623,1670,1671,1677],{},[626,1672,1673,1676],{},[38,1674,1675],{},"MCP server","：把 GitHub、数据库、内部 API 暴露给 Agent。",[626,1678,1679,1682,1683,1685,1686,1689],{},[38,1680,1681],{},"GEMINI.md","：类似 Claude Code 的 ",[43,1684,255],{}," \u002F Copilot 的 ",[43,1687,1688],{},"AGENTS.md","，用于写项目约定、测试命令、编码风格。",[35,1691,1692],{},"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。",[23,1694,1695],{"id":1695},"真实适用场景",[92,1697,1699],{"id":1698},"_1-大仓库先读懂","1. 大仓库先读懂",[107,1701,1706],{"className":1702,"code":1704,"language":1705,"meta":112},[1703],"language-text","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","text",[43,1707,1704],{"__ignoreMap":112},[35,1709,1710],{},"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。",[92,1712,1714],{"id":1713},"_2-查新资料后改代码","2. 查新资料后改代码",[107,1716,1719],{"className":1717,"code":1718,"language":1705,"meta":112},[1703],"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",[43,1720,1718],{"__ignoreMap":112},[35,1722,1723],{},"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。",[92,1725,1727],{"id":1726},"_3-低成本-issue-triage","3. 低成本 issue triage",[107,1729,1731],{"className":109,"code":1730,"language":111,"meta":112,"style":112},"gh issue list --json title,body \\\n  | gemini -p \"按修复难度给这些 issue 排序，输出 JSON\"\n",[43,1732,1733,1753],{"__ignoreMap":112},[116,1734,1735,1738,1741,1744,1747,1750],{"class":118,"line":119},[116,1736,1737],{"class":133},"gh",[116,1739,1740],{"class":126}," issue",[116,1742,1743],{"class":126}," list",[116,1745,1746],{"class":122}," --json",[116,1748,1749],{"class":126}," title,body",[116,1751,1752],{"class":122}," \\\n",[116,1754,1755,1758,1761,1763],{"class":118,"line":130},[116,1756,1757],{"class":143},"  |",[116,1759,1760],{"class":133}," gemini",[116,1762,1541],{"class":122},[116,1764,1765],{"class":126}," \"按修复难度给这些 issue 排序，输出 JSON\"\n",[35,1767,1768],{},"和 Jules Tools \u002F GitHub CLI 组合时，可以把 Gemini CLI 当「任务分拣器」。",[23,1770,883],{"id":883},[224,1772,1773,1787],{},[227,1774,1775],{},[230,1776,1777,1779,1781,1783,1785],{},[233,1778,892],{},[233,1780,1406],{},[233,1782,12],{},[233,1784,906],{},[233,1786,864],{},[240,1788,1789,1806,1822,1838,1855,1870],{},[230,1790,1791,1794,1797,1800,1803],{},[245,1792,1793],{},"默认生态",[245,1795,1796],{},"Google \u002F Gemini",[245,1798,1799],{},"Anthropic",[245,1801,1802],{},"OpenAI \u002F ChatGPT",[245,1804,1805],{},"任意模型",[230,1807,1808,1811,1814,1816,1819],{},[245,1809,1810],{},"免费入口",[245,1812,1813],{},"✅ 很强",[245,1815,984],{},[245,1817,1818],{},"取决于 ChatGPT 订阅",[245,1820,1821],{},"本体免费，模型自费",[230,1823,1824,1827,1830,1833,1836],{},[245,1825,1826],{},"上下文",[245,1828,1829],{},"1M",[245,1831,1832],{},"1M 级别模型可用",[245,1834,1835],{},"取决于模型",[245,1837,1835],{},[230,1839,1840,1843,1846,1849,1852],{},[245,1841,1842],{},"搜索",[245,1844,1845],{},"Google Search 内置",[245,1847,1848],{},"需工具 \u002F MCP",[245,1850,1851],{},"内置 web 能力",[245,1853,1854],{},"取决于模型 \u002F 工具",[230,1856,1857,1860,1863,1866,1868],{},[245,1858,1859],{},"长任务稳定性",[245,1861,1862],{},"中上",[245,1864,1865],{},"强",[245,1867,1865],{},[245,1869,1862],{},[230,1871,1872,1875,1878,1880,1882],{},[245,1873,1874],{},"开源",[245,1876,1877],{},"✅",[245,1879,984],{},[245,1881,1877],{},[245,1883,1877],{},[35,1885,1886],{},[38,1887,1888],{},"AIHO 建议：",[623,1890,1891,1894,1897,1900],{},[626,1892,1893],{},"预算敏感 \u002F 想免费试：Gemini CLI",[626,1895,1896],{},"最稳长任务：Claude Code",[626,1898,1899],{},"已有 ChatGPT Plus\u002FPro：Codex CLI",[626,1901,1902],{},"想接国内模型 \u002F 自定义 base_url：Aider",[23,1904,1092],{"id":1092},[835,1906,1907,1913,1919,1925,1931],{},[626,1908,1909,1912],{},[38,1910,1911],{},"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。",[626,1914,1915,1918],{},[38,1916,1917],{},"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。",[626,1920,1921,1924],{},[38,1922,1923],{},"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。",[626,1926,1927,1930],{},[38,1928,1929],{},"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。",[626,1932,1933,1936],{},[38,1934,1935],{},"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。",[23,1938,1940],{"id":1939},"适合-不适合","适合 \u002F 不适合",[35,1942,1943,1944,1947],{},"✅ 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。",[1945,1946],"br",{},"\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。",[23,1949,1251],{"id":1251},[623,1951,1952,1959],{},[626,1953,1954,1955],{},"Gemini CLI 官方文档：",[65,1956,1957],{"href":1957,"rel":1958},"https:\u002F\u002Fgoogle-gemini.github.io\u002Fgemini-cli\u002F",[207],[626,1960,1961,1962],{},"Gemini CLI GitHub：",[65,1963,1964],{"href":1964,"rel":1965},"https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli",[207],[83,1967,1968],{},[35,1969,1970],{},"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。",[1300,1972,1973],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}",{"title":112,"searchDepth":140,"depth":140,"links":1975},[1976,1977,1978,1979,1980,1981,1986,1987,1988,1989],{"id":25,"depth":130,"text":26},{"id":1432,"depth":130,"text":1432},{"id":1464,"depth":130,"text":1464},{"id":1609,"depth":130,"text":1609},{"id":1664,"depth":130,"text":1665},{"id":1695,"depth":130,"text":1695,"children":1982},[1983,1984,1985],{"id":1698,"depth":140,"text":1699},{"id":1713,"depth":140,"text":1714},{"id":1726,"depth":140,"text":1727},{"id":883,"depth":130,"text":883},{"id":1092,"depth":130,"text":1092},{"id":1939,"depth":130,"text":1940},{"id":1251,"depth":130,"text":1251},"\u002Fimg\u002Ftools\u002Fgemini-cli.webp","Gemini CLI 真实评测：Google 官方开源（Apache-2.0）终端 AI Agent，2026 已接入 Gemini 3 Pro \u002F 3.1 Pro \u002F 3.5 Flash，最高 2M token 上下文、Google Search grounding、MCP、自定义 GEMINI.md、headless 脚本模式；个人 Google 账号可用 60 requests\u002Fmin、1,000 requests\u002Fday 免费额度。",[1993,1996,1999,2002],{"q":1994,"a":1995},"Gemini CLI 和 Claude Code \u002F Codex CLI 最大区别？","它的核心差异是免费额度和 Google 生态：个人 Google 账号即可获得较高免费请求额度，并内置 Google Search grounding。Claude Code 更稳，Codex 与 ChatGPT 订阅绑定更深，Gemini CLI 更适合低成本探索和大上下文阅读。",{"q":1997,"a":1998},"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":2000,"a":2001},"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":2003,"a":2004},"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。",[1326],{},[2008,2009,2010],"gemini-3-pro","gemini-3.1-pro","gemini-3.5-flash",[2012,2013,2014],"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",[1341,1339,1340],[2018,2023,2027],{"plan":2019,"price":2020,"limit":2021,"note":2022},"个人 Google 账号","$0","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":1641,"price":2024,"limit":2025,"note":2026},"按量计费","取决于 AI Studio \u002F API tier","适合自动化脚本和 CI",{"plan":1652,"price":2028,"limit":2029,"note":2030},"GCP 按量计费","企业配额与 IAM","适合生产与合规场景","开源免费 \u002F 个人 Google 账号免费额度 \u002F Gemini API 或 Vertex AI 按量计费","2026-06-25",[2034],"onboarding\u002Fterminal-agent-stack-2026",{"power":193,"ux":140,"price":461,"cn_support":140,"stability":193},{"title":1406,"description":1991},"coding\u002Fcli\u002Fgemini-cli",[2039,2041],{"title":2040,"url":1957},"Gemini CLI 官方文档",{"title":2042,"url":1964},"Gemini CLI GitHub","tools\u002Fcoding\u002Fcli\u002Fgemini-cli",[2045,2046,2047,2048],"想低成本体验终端 Coding Agent 的个人开发者","需要 1M token 长上下文做代码库理解 \u002F 文档阅读","需要 Google Search grounding 辅助查新资料的任务","想在脚本里用 headless 模式批量分析 issue \u002F PR","Google 开源终端 AI Agent，2M 上下文 + 免费额度 + Google Search grounding",[1320,1397,1398,2051,1409,1400,2052,2053],"google","opensource","free-tier","终端 Agent 里最适合『低成本试水』的一支：免费额度大、1M 上下文、内置 Google Search。短板是产品打磨和长任务稳定性还不如 Claude Code \u002F Codex，生产级任务建议把它当第二意见或低成本探索工具。","YY5-0W1l2MFeQqIaG82KsIQrPuCCKk74vXVnMJ1WyQ0",1784565441452]