[{"data":1,"prerenderedAt":2093},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-antigravity-vs-claude-code":9,"compare-a-antigravity":10,"compare-b-claude-code":789},{"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":9,"body":18,"category":736,"chinese_friendly":317,"cover":737,"description":738,"domestic":739,"extension":740,"faq":9,"free":741,"github":9,"languages":742,"lastVerified":9,"meta":745,"models":9,"navigation":741,"notSuitable":9,"opensource":739,"path":746,"pillar":747,"platforms":748,"priceTable":752,"pricing":763,"published":764,"relatedPlaybooks":9,"relatedReviews":9,"score":765,"self_host":739,"seo":768,"seoTitle":9,"slug":769,"sources":770,"stem":778,"suitable":9,"tagline":779,"tags":780,"updated":764,"verdict":787,"website":700,"__hash__":788},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fantigravity.md","Google Antigravity",[14,15,16,17],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fgemini-cli",{"type":19,"value":20,"toc":717},"minimark",[21,26,54,60,63,68,81,94,98,101,112,123,127,130,133,136,156,161,164,195,198,280,293,297,321,339,342,374,377,511,516,530,535,554,557,602,606,609,623,626,647,650,690,693,705,713],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,33,51],"div",{"className":29},[30,31,32],"card","p-5","my-4",[34,35,36,40,41,46,47,50],"p",{},[37,38,39],"strong",{},"一句话："," Google 在 2025 年 11 月随 ",[42,43,45],"a",{"href":44},"\u002Fmodels\u002Fgemini-3-pro.html","Gemini 3"," 一起发布的 ",[37,48,49],{},"agent-first"," 开发平台。和传统 AI IDE 最大的不同：它不是「你写代码、AI 补全」，而是「你派活、多个 agent 在编辑器 + 终端 + 内置浏览器三处并行规划-执行-验证」。",[34,52,53],{},"底座是 VS Code fork，核心是 Mission Control（Manager）面板编排并行 agent，配内置 Chromium 让 agent 自己开网页测 web app。免费档就能用 Gemini 3 + Claude，很大方。",[55,56,57],"blockquote",{},[34,58,59],{},"来源说明：本文基于 antigravity.google 官方页面与多份独立评测（vibecoding.app \u002F how2shout）综合整理。该产品 2025-11 发布、仍处快速迭代的 preview 阶段，部分版本细节（如 2.0 桌面端\u002FCLI\u002FSDK 分支、具体模型版本号）以最新官方信息为准。",[22,61,62],{"id":62},"核心特性",[64,65,67],"h3",{"id":66},"mission-control多-agent-并行编排","Mission Control：多 agent 并行编排",[34,69,70,71,75,76,80],{},"这是 Antigravity 区别于 ",[42,72,74],{"href":73},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor"," \u002F ",[42,77,79],{"href":78},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf"," 的核心。不是单一对话窗口，而是一个「指挥中心」面板，同时调度多条并行工作流：",[82,83,84,88,91],"ul",{},[85,86,87],"li",{},"一个 agent 重构 auth，另一个写文档，第三个验证 UI——同时进行",[85,89,90],{},"每个 agent 可以分配不同模型（详见下方模型支持）",[85,92,93],{},"你从「写代码的人」变成「派活和验收的人」",[64,95,97],{"id":96},"内置浏览器agent-自己测","内置浏览器：agent 自己测",[34,99,100],{},"原生集成 Chromium，agent 不用切窗口就能：",[82,102,103,106,109],{},[85,104,105],{},"打开你正在开发的 web app 实际点击测试",[85,107,108],{},"抓取网页数据",[85,110,111],{},"把浏览器操作录下来作为验证证据",[34,113,114,115,117,118,122],{},"这是大多数 AI IDE 没有的——",[42,116,74],{"href":73},"、",[42,119,121],{"href":120},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot"," 都没有内置浏览器。",[64,124,126],{"id":125},"artifact-trail可审计的执行轨迹","Artifact Trail：可审计的执行轨迹",[34,128,129],{},"每次「任务」都生成可审计的产物：任务清单、实现计划、终端日志、浏览器录制。目的是解决 agent 自主执行的「黑箱」问题——让你能回看 agent 到底做了什么、为什么这么做。",[64,131,132],{"id":132},"模型支持",[34,134,135],{},"可在一个任务里给不同 agent 分配不同模型：",[82,137,138,144,150],{},[85,139,140,143],{},[37,141,142],{},"Gemini","：Gemini 3 系列（Pro \u002F Flash）",[85,145,146,149],{},[37,147,148],{},"Claude","：Sonnet \u002F Opus 系列",[85,151,152,155],{},[37,153,154],{},"开源","：GPT-OSS 120B",[55,157,158],{},[34,159,160],{},"注：具体可用模型版本随官方更新变化，且免费档\u002F付费档可用模型与额度不同。",[64,162,163],{"id":163},"标准支持",[82,165,166,175,189],{},[85,167,168,174],{},[37,169,170],{},[42,171,173],{"href":172},"\u002Fwiki\u002Fmcp.html","MCP","：连 GitHub、数据库、外部 API",[85,176,177,183,184,188],{},[37,178,179],{},[42,180,182],{"href":181},"\u002Fwiki\u002Fagents-md.html","AGENTS.md"," + ",[185,186,187],"code",{},"GEMINI.md","：项目级规则配置",[85,190,191,194],{},[37,192,193],{},"AgentKit","：内置专用 agent + 领域技能库",[22,196,197],{"id":197},"价格与运行成本",[199,200,201,220],"table",{},[202,203,204],"thead",{},[205,206,207,211,214,217],"tr",{},[208,209,210],"th",{},"套餐",[208,212,213],{},"价格",[208,215,216],{},"额度",[208,218,219],{},"备注",[221,222,223,238,252,266],"tbody",{},[205,224,225,229,232,235],{},[226,227,228],"td",{},"Free",[226,230,231],{},"$0",[226,233,234],{},"全模型可用，额度约每 5 小时刷新",[226,236,237],{},"免费跑 Gemini 3 + Claude 很罕见",[205,239,240,243,246,249],{},[226,241,242],{},"AI Pro",[226,244,245],{},"$20\u002F月",[226,247,248],{},"更高额度 + 内置 credits",[226,250,251],{},"Google One AI Pro",[205,253,254,257,260,263],{},[226,255,256],{},"AI Ultra",[226,258,259],{},"$249.99\u002F月",[226,261,262],{},"高强度复杂模型访问",[226,264,265],{},"重度用户",[205,267,268,271,274,277],{},[226,269,270],{},"Credits",[226,272,273],{},"$25 \u002F 2.5k",[226,275,276],{},"按需 top-up",[226,278,279],{},"额度用完加买",[34,281,282,285,286,292],{},[37,283,284],{},"「paperweight」争议","：",[42,287,291],{"href":288,"rel":289},"https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fgoogle-antigravity-review",[290],"nofollow","vibecoding.app 评测"," 引用社区反馈，不少用户因额度系统不透明、rate limit 太紧把它叫「镇纸（paperweight）」——免费档跑几下就触顶要等几小时刷新。有用户吐槽：「用 Opus 跑得正爽，被强制切回 Gemini 时就像把方向盘交给一个鲁莽的司机。」",[22,294,296],{"id":295},"上手-5-分钟","上手 5 分钟",[298,299,304],"pre",{"className":300,"code":301,"language":302,"meta":303,"style":303},"language-bash shiki shiki-themes github-light github-dark","# 去官网下载安装包（VS Code fork，三平台都有）\n# https:\u002F\u002Fantigravity.google\n","bash","",[185,305,306,315],{"__ignoreMap":303},[307,308,311],"span",{"class":309,"line":310},"line",1,[307,312,314],{"class":313},"sJ8bj","# 去官网下载安装包（VS Code fork，三平台都有）\n",[307,316,318],{"class":309,"line":317},2,[307,319,320],{"class":313},"# https:\u002F\u002Fantigravity.google\n",[322,323,324,327,330,333,336],"ol",{},[85,325,326],{},"用 Google 账号登录（国内需代理过验证）",[85,328,329],{},"打开项目目录",[85,331,332],{},"调出 Mission Control（Manager）面板",[85,334,335],{},"用内置模板派第一个 agent，比如「读完项目后给我加一套登录页 + 自测通过」",[85,337,338],{},"看 agent 在编辑器\u002F终端\u002F浏览器三处干活，到 Artifact Trail 验收",[22,340,341],{"id":341},"国内使用注意事项",[322,343,344,350,356],{},[85,345,346,349],{},[37,347,348],{},"账号 + 网络","：Google 账号登录 + 模型推理都在境外，没稳定代理基本不可用",[85,351,352,355],{},[37,353,354],{},"支付","：AI Pro \u002F Ultra 走 Google One 海外订阅，国内卡基本不收",[85,357,358,361,362,366,367,371,372],{},[37,359,360],{},"替代路径","：国内首选 ",[42,363,365],{"href":364},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae","（字节，无门槛）或 ",[42,368,370],{"href":369},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html","通义灵码","；要 agent-first 体验但能接受境外，可对比 ",[42,373,79],{"href":78},[22,375,376],{"id":376},"与同类怎么选",[199,378,379,403],{},[202,380,381],{},[205,382,383,386,389,393,397],{},[208,384,385],{},"维度",[208,387,388],{},"Antigravity",[208,390,391],{},[42,392,74],{"href":73},[208,394,395],{},[42,396,79],{"href":78},[208,398,399],{},[42,400,402],{"href":401},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[221,404,405,422,437,452,468,482,497],{},[205,406,407,410,413,416,419],{},[226,408,409],{},"架构",[226,411,412],{},"多 agent + 内置浏览器",[226,414,415],{},"AI-native VS Code fork",[226,417,418],{},"Cascade Agent",[226,420,421],{},"终端原生",[205,423,424,427,430,433,435],{},[226,425,426],{},"并行任务",[226,428,429],{},"★★★★★ 多 agent 并行",[226,431,432],{},"★★★☆☆",[226,434,432],{},[226,436,432],{},[205,438,439,442,445,448,450],{},[226,440,441],{},"内置浏览器自测",[226,443,444],{},"★★★★★ 有",[226,446,447],{},"✗",[226,449,447],{},[226,451,447],{},[205,453,454,457,460,463,466],{},[226,455,456],{},"稳定性",[226,458,459],{},"★★★☆☆ preview",[226,461,462],{},"★★★★★",[226,464,465],{},"★★★★☆",[226,467,462],{},[205,469,470,473,476,478,480],{},[226,471,472],{},"合规（SOC2 等）",[226,474,475],{},"✗ preview 无",[226,477,462],{},[226,479,465],{},[226,481,465],{},[205,483,484,487,490,492,494],{},[226,485,486],{},"免费档慷慨度",[226,488,489],{},"★★★★☆ 全模型但限流紧",[226,491,432],{},[226,493,465],{},[226,495,496],{},"—",[205,498,499,502,505,507,509],{},[226,500,501],{},"国内可用性",[226,503,504],{},"★★☆☆☆",[226,506,432],{},[226,508,432],{},[226,510,432],{},[34,512,513,285],{},[37,514,515],{},"选 Antigravity 如果你",[82,517,518,521,524,527],{},[85,519,520],{},"想要多 agent 并行 + 内置浏览器自测这套独门组合",[85,522,523],{},"做 R&D \u002F 原型 \u002F vibe coding，能容忍不稳定",[85,525,526],{},"想免费体验 Gemini 3 + Claude 跑 agent",[85,528,529],{},"已经搞定 Google 账号和网络",[34,531,532,285],{},[37,533,534],{},"别选 Antigravity 如果你",[82,536,537,543,546,551],{},[85,538,539,540,542],{},"要扛生产 deadline、要稳定可预测（去 ",[42,541,74],{"href":73},"）",[85,544,545],{},"需要 SOC2 等合规（preview 阶段没有）",[85,547,548,549,542],{},"国内 + 不想折腾代理（去 ",[42,550,365],{"href":364},[85,552,553],{},"受不了限流和不透明额度",[22,555,556],{"id":556},"避坑清单",[82,558,559,572,578,584,590,596],{},[85,560,561,285,564,567,568,571],{},[37,562,563],{},"务必跑在沙箱里",[42,565,291],{"href":288,"rel":566},[290]," 明确警告——agent 自主度高，出现过发危险命令（如 ",[185,569,570],{},"chmod -R 777","）的情况。建议跑在 VM \u002F 容器里，设命令白名单，合并前逐一 review diff。",[85,573,574,577],{},[37,575,576],{},"免费档限流很紧","：额度约每 5 小时刷新一次，复杂任务跑几下就触顶要等，重度用户得上付费档或买 credits。",[85,579,580,583],{},[37,581,582],{},"额度系统不透明","：社区诟病的「paperweight」问题主要来自此——不清楚一次任务到底烧多少额度。先小任务试水摸清消耗节奏。",[85,585,586,589],{},[37,587,588],{},"preview 阶段不保证稳定","：产品迭代快、功能\u002F模型\u002F定价都在变，不要押在它身上做关键交付。",[85,591,592,595],{},[37,593,594],{},"被迫切模型的体验落差","：免费\u002F低档触顶后会被降级到较弱模型，agent 行为质量会明显波动。",[85,597,598,601],{},[37,599,600],{},"国内门槛高","：账号、网络、支付三道坎，没代理基本玩不转。",[22,603,605],{"id":604},"适合-不适合","适合 \u002F 不适合",[34,607,608],{},"✅ 适合：",[82,610,611,614,617,620],{},[85,612,613],{},"想体验「派活给多个 agent 并行干」的 agent-first 范式",[85,615,616],{},"需要内置浏览器做 web app 自动化 QA",[85,618,619],{},"R&D \u002F 原型 \u002F 探索阶段，稳定性要求不高",[85,621,622],{},"想免费玩 Gemini 3 + Claude 的 agent 能力",[34,624,625],{},"❌ 不适合：",[82,627,628,634,637,642],{},[85,629,630,631,633],{},"生产环境 \u002F 关键 deadline（",[42,632,74],{"href":73}," 更稳）",[85,635,636],{},"需要合规认证",[85,638,639,640,542],{},"国内首选 IDE（",[42,641,365],{"href":364},[85,643,644,645,542],{},"终端工作流为主（",[42,646,402],{"href":401},[22,648,649],{"id":649},"相关阅读",[82,651,652,665,680],{},[85,653,654,655,75,657,75,659,75,661],{},"同类对比：",[42,656,74],{"href":73},[42,658,79],{"href":78},[42,660,402],{"href":401},[42,662,664],{"href":663},"\u002Fcoding\u002Fcli\u002Fgemini-cli.html","Gemini CLI",[85,666,667,668,75,672,75,674,75,676],{},"概念：",[42,669,671],{"href":670},"\u002Fwiki\u002Fai-agent.html","AI Agent",[42,673,173],{"href":172},[42,675,182],{"href":181},[42,677,679],{"href":678},"\u002Fwiki\u002Fcontext-rot.html","Context Rot",[85,681,682,683,75,686],{},"模型：",[42,684,685],{"href":44},"Gemini 3 Pro",[42,687,689],{"href":688},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[22,691,692],{"id":692},"来源",[82,694,695,702],{},[85,696,697,698],{},"官网：",[42,699,700],{"href":700,"rel":701},"https:\u002F\u002Fantigravity.google",[290],[85,703,704],{},"第三方评测：vibecoding.app \u002F how2shout.com",[34,706,707,708,712],{},"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；产品处于快速迭代的 preview 阶段，如发现价格 \u002F 命令 \u002F 功能与最新官方信息不一致，请通过 ",[42,709,711],{"href":710},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[714,715,716],"style",{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}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":303,"searchDepth":718,"depth":718,"links":719},3,[720,721,728,729,730,731,732,733,734,735],{"id":24,"depth":317,"text":25},{"id":62,"depth":317,"text":62,"children":722},[723,724,725,726,727],{"id":66,"depth":718,"text":67},{"id":96,"depth":718,"text":97},{"id":125,"depth":718,"text":126},{"id":132,"depth":718,"text":132},{"id":163,"depth":718,"text":163},{"id":197,"depth":317,"text":197},{"id":295,"depth":317,"text":296},{"id":341,"depth":317,"text":341},{"id":376,"depth":317,"text":376},{"id":556,"depth":317,"text":556},{"id":604,"depth":317,"text":605},{"id":649,"depth":317,"text":649},{"id":692,"depth":317,"text":692},"ide","\u002Fimg\u002Ftools\u002Fantigravity.webp","Google Antigravity 真实评测：2025 年 11 月随 Gemini 3 发布的 agent-first 开发平台，多 agent 在编辑器、终端、浏览器三处并行规划-执行-验证。AIHO 编辑部基于官方与多份独立评测整理，含定价、与 Cursor 对比、避坑与安全警告。",false,"md",true,[743,744],"zh","en",{},"\u002Ftools\u002Fcoding\u002Fide\u002Fantigravity","coding",[749,750,751],"windows","macos","linux",[753,755,759,762],{"plan":228,"price":231,"limit":234,"cn_pay":496,"note":754},"免费档能跑 Gemini 3 + Claude 很罕见",{"plan":242,"price":245,"limit":756,"cn_pay":757,"note":758},"更高额度 + 内置 AI credits","⚠️ 需海外卡","Google One AI Pro 订阅",{"plan":256,"price":259,"limit":262,"cn_pay":760,"note":761},"⚠️","重度\u002F团队",{"plan":270,"price":273,"limit":276,"cn_pay":760,"note":279},"Free（含全模型，约 5 小时刷新一次额度）\u002F AI Pro $20\u002Fmo \u002F AI Ultra $249.99\u002Fmo","2026-06-28",{"power":766,"ux":767,"price":767,"cn_support":317,"stability":718},5,4,{"title":12,"description":738},"coding\u002Fide\u002Fantigravity",[771,773,775],{"title":772,"url":700},"Antigravity 官方",{"title":774,"url":288},"Google AntiGravity Review 2026 (vibecoding.app)",{"title":776,"url":777},"Google Launches Antigravity (how2shout)","https:\u002F\u002Fwww.how2shout.com\u002Fnews\u002Fgoogle-antigravity-ai-agent-platform.html","tools\u002Fcoding\u002Fide\u002Fantigravity","Google 的 agent-first IDE，多 agent 跨编辑器\u002F终端\u002F浏览器并行干活",[736,781,782,783,784,785,786],"agent","multi-agent","browser","google","gemini","vscode-fork","最激进的 agent-first IDE：多 agent 并行 + 内置浏览器自测是真本事，免费档能用全模型很香。但 preview 阶段稳定性、额度透明度、合规都欠火候，autonomy 高到能发危险命令——尝鲜\u002F做 R&D 行，扛生产 deadline 选 Cursor。","XYE3HGUOApj1gl-VhoBhOMN7PFRJBjc2QaQL1XVuc1c",{"id":790,"title":402,"alternatives":791,"api_compatible":795,"body":797,"category":2020,"chinese_friendly":718,"cover":2021,"description":2022,"domestic":739,"extension":740,"faq":9,"free":739,"github":1977,"languages":2023,"lastVerified":9,"meta":2024,"models":2025,"navigation":741,"notSuitable":2029,"opensource":739,"path":2033,"pillar":747,"platforms":2034,"priceTable":2035,"pricing":2053,"published":2054,"relatedPlaybooks":9,"relatedReviews":2055,"score":2062,"self_host":739,"seo":2063,"seoTitle":2064,"slug":16,"sources":2065,"stem":2078,"suitable":2079,"tagline":2085,"tags":2086,"updated":2090,"verdict":2091,"website":1963,"__hash__":2092},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[792,793,794],"coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fcline",[796],"anthropic",{"type":19,"value":798,"toc":2003},[799,801,847,852,854,858,868,901,904,908,915,950,965,969,972,1127,1145,1149,1158,1237,1240,1244,1258,1260,1275,1356,1359,1376,1389,1397,1399,1563,1565,1608,1610,1764,1769,1783,1788,1806,1808,1904,1906,1955,1957,1995,2000],[22,800,25],{"id":24},[27,802,804,813,824],{"className":803},[30,31,32],[34,805,806,808,809,812],{},[37,807,39],{}," 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 ",[185,810,811],{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[34,814,815,816,819,820,823],{},"最大价值是 ",[37,817,818],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[37,821,822],{},"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。",[34,825,826,829,830,834,835,838,839,842,843,846],{},[37,827,828],{},"2026-07 最新进展","：核心模型已升级为 ",[42,831,833],{"href":832},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5","（复杂任务用 Opus 4.8），1M 上下文；新增 ",[185,836,837],{},"\u002Ffork","（复制会话到后台并行）、",[185,840,841],{},"\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。",[37,844,845],{},"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。",[55,848,849],{},[34,850,851],{},"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。",[22,853,62],{"id":62},[64,855,857],{"id":856},"终端原生的-agent-体验","终端原生的 Agent 体验",[34,859,860,861,864,865,867],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[37,862,863],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[185,866,811],{},"，就进入了一个能读你整个 codebase 的对话环境。",[298,869,871],{"className":300,"code":870,"language":302,"meta":303,"style":303},"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",[185,872,873,883,891],{"__ignoreMap":303},[307,874,875,879],{"class":309,"line":310},[307,876,878],{"class":877},"sj4cs","cd",[307,880,882],{"class":881},"sZZnC"," your-project\n",[307,884,885,888],{"class":309,"line":317},[307,886,811],{"class":887},"sScJk",[307,889,890],{"class":313},"                          # 进入交互模式\n",[307,892,893,897],{"class":309,"line":718},[307,894,896],{"class":895},"szBVR",">",[307,898,900],{"class":899},"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",[34,902,903],{},"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。",[64,905,907],{"id":906},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[34,909,910,911,914],{},"Claude Code 2.x 引入了 ",[42,912,913],{"href":670},"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：",[298,916,918],{"className":300,"code":917,"language":302,"meta":303,"style":303},"\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",[185,919,920,927,934,942],{"__ignoreMap":303},[307,921,922,924],{"class":309,"line":310},[307,923,841],{"class":887},[307,925,926],{"class":313},"            # 派发独立子任务（2026-07 起取代内联子 agent）\n",[307,928,929,931],{"class":309,"line":317},[307,930,837],{"class":887},[307,932,933],{"class":313},"               # 复制当前会话到后台并行推进\n",[307,935,936,939],{"class":309,"line":718},[307,937,938],{"class":887},"\u002Fagents",[307,940,941],{"class":313},"             # 管理子代理\n",[307,943,944,947],{"class":309,"line":767},[307,945,946],{"class":887},"\u002Ftasks",[307,948,949],{"class":313},"              # 列出后台运行的子代理\n",[34,951,952,953,958,959,961,962,964],{},"据 ",[42,954,957],{"href":955,"rel":956},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[290],"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，",[185,960,841],{}," 取代了旧的内联子 agent 写法，",[185,963,837],{}," 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。",[64,966,968],{"id":967},"slash-命令生产力关键","Slash 命令（生产力关键）",[34,970,971],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[199,973,974,984],{},[202,975,976],{},[205,977,978,981],{},[208,979,980],{},"命令",[208,982,983],{},"用途",[221,985,986,1000,1010,1023,1033,1043,1053,1063,1073,1083,1093,1103,1113],{},[205,987,988,993],{},[226,989,990],{},[185,991,992],{},"\u002Finit",[226,994,995,996,999],{},"第一次进入仓库时跑，生成 ",[185,997,998],{},"CLAUDE.md","（项目记忆）",[205,1001,1002,1007],{},[226,1003,1004],{},[185,1005,1006],{},"\u002Fmemory",[226,1008,1009],{},"编辑长期记忆",[205,1011,1012,1017],{},[226,1013,1014],{},[185,1015,1016],{},"\u002Fclear",[226,1018,1019,1020,542],{},"清空当前对话，重新开始（",[37,1021,1022],{},"最被低估的命令",[205,1024,1025,1030],{},[226,1026,1027],{},[185,1028,1029],{},"\u002Fcompact",[226,1031,1032],{},"长对话压缩，挽救快爆炸的 context window",[205,1034,1035,1040],{},[226,1036,1037],{},[185,1038,1039],{},"\u002Fcontext",[226,1041,1042],{},"显示当前 context 用量",[205,1044,1045,1050],{},[226,1046,1047],{},[185,1048,1049],{},"\u002Fplan",[226,1051,1052],{},"切到 plan 模式（只规划不执行）",[205,1054,1055,1060],{},[226,1056,1057],{},[185,1058,1059],{},"\u002Fmodel",[226,1061,1062],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[205,1064,1065,1070],{},[226,1066,1067],{},[185,1068,1069],{},"\u002Fdiff",[226,1071,1072],{},"看本轮所有改动",[205,1074,1075,1080],{},[226,1076,1077],{},[185,1078,1079],{},"\u002Fcode-review",[226,1081,1082],{},"对 diff 跑代码审查",[205,1084,1085,1090],{},[226,1086,1087],{},[185,1088,1089],{},"\u002Frewind",[226,1091,1092],{},"回滚到任意 checkpoint（代码 + 对话）",[205,1094,1095,1100],{},[226,1096,1097],{},[185,1098,1099],{},"\u002Fmcp",[226,1101,1102],{},"管理 MCP 服务器",[205,1104,1105,1110],{},[226,1106,1107],{},[185,1108,1109],{},"\u002Fdoctor",[226,1111,1112],{},"排查环境问题",[205,1114,1115,1124],{},[226,1116,1117,1120,1121],{},[185,1118,1119],{},"\u002Fresume"," ",[185,1122,1123],{},"\u002Fbranch",[226,1125,1126],{},"回到 \u002F fork 历史对话",[34,1128,1129,1134,1135,1137,1138,1140,1141,1144],{},[42,1130,1133],{"href":1131,"rel":1132},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[290],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[185,1136,1029],{},"（每 20-30 分钟一次防止 context drift）、",[185,1139,1016],{},"（新任务开新会话）、自定义命令（写在 ",[185,1142,1143],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[64,1146,1148],{"id":1147},"mcp-集成一等公民","MCP 集成（一等公民）",[34,1150,1151,1153,1154,1157],{},[42,1152,173],{"href":172}," 是 Anthropic 自家协议，Claude Code 是 MCP 支持最完整的客户端。配置一次 ",[185,1155,1156],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[298,1159,1163],{"className":1160,"code":1161,"language":1162,"meta":303,"style":303},"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",[185,1164,1165,1170,1178,1185,1199,1219,1225,1231],{"__ignoreMap":303},[307,1166,1167],{"class":309,"line":310},[307,1168,1169],{"class":899},"{\n",[307,1171,1172,1175],{"class":309,"line":317},[307,1173,1174],{"class":877},"  \"mcpServers\"",[307,1176,1177],{"class":899},": {\n",[307,1179,1180,1183],{"class":309,"line":718},[307,1181,1182],{"class":877},"    \"postgres\"",[307,1184,1177],{"class":899},[307,1186,1187,1190,1193,1196],{"class":309,"line":767},[307,1188,1189],{"class":877},"      \"command\"",[307,1191,1192],{"class":899},": ",[307,1194,1195],{"class":881},"\"npx\"",[307,1197,1198],{"class":899},",\n",[307,1200,1201,1204,1207,1210,1213,1216],{"class":309,"line":766},[307,1202,1203],{"class":877},"      \"args\"",[307,1205,1206],{"class":899},": [",[307,1208,1209],{"class":881},"\"@modelcontextprotocol\u002Fserver-postgres\"",[307,1211,1212],{"class":899},", ",[307,1214,1215],{"class":881},"\"postgresql:\u002F\u002F...\"",[307,1217,1218],{"class":899},"]\n",[307,1220,1222],{"class":309,"line":1221},6,[307,1223,1224],{"class":899},"    }\n",[307,1226,1228],{"class":309,"line":1227},7,[307,1229,1230],{"class":899},"  }\n",[307,1232,1234],{"class":309,"line":1233},8,[307,1235,1236],{"class":899},"}\n",[34,1238,1239],{},"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。",[64,1241,1243],{"id":1242},"后台-远程模式","后台 \u002F 远程模式",[34,1245,1246,1249,1250,1253,1254,1257],{},[185,1247,1248],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[185,1251,1252],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[185,1255,1256],{},"\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\"。",[22,1259,197],{"id":197},[34,1261,1262,1263,1268,1269,1274],{},"根据 ",[42,1264,1267],{"href":1265,"rel":1266},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[290],"explainx.ai 2026-06 评测"," 和 ",[42,1270,1273],{"href":1271,"rel":1272},"https:\u002F\u002Fclaude.com\u002Fpricing",[290],"Anthropic 官方定价"," 整理：",[199,1276,1277,1289],{},[202,1278,1279],{},[205,1280,1281,1284,1286],{},[208,1282,1283],{},"路径",[208,1285,213],{},[208,1287,1288],{},"适用场景",[221,1290,1291,1304,1317,1330,1343],{},[205,1292,1293,1298,1301],{},[226,1294,1295],{},[37,1296,1297],{},"BYOK（自带 API key）",[226,1299,1300],{},"按 token 计费",[226,1302,1303],{},"全自由，但单月烧到 $500+ 也常见",[205,1305,1306,1311,1314],{},[226,1307,1308],{},[37,1309,1310],{},"Pro",[226,1312,1313],{},"$20\u002F月（年付 ~$17）",[226,1315,1316],{},"个人开发者，每天 1-4 小时",[205,1318,1319,1324,1327],{},[226,1320,1321],{},[37,1322,1323],{},"Max 5x",[226,1325,1326],{},"$100\u002F月",[226,1328,1329],{},"重度用户 + Opus 模型访问",[205,1331,1332,1337,1340],{},[226,1333,1334],{},[37,1335,1336],{},"Max 20x",[226,1338,1339],{},"$200\u002F月",[226,1341,1342],{},"8h+ agentic 工作流 \u002F 团队共享",[205,1344,1345,1350,1353],{},[226,1346,1347],{},[37,1348,1349],{},"Team Premium",[226,1351,1352],{},"$100\u002Fseat 年付 \u002F $125 月付",[226,1354,1355],{},"团队，含管理",[34,1357,1358],{},"API token 价格（2026-07 公开数据）：",[82,1360,1361,1367,1373],{},[85,1362,1363,1366],{},[37,1364,1365],{},"Sonnet 5","：促销 input $2 \u002F output $10（至 2026-08-31），之后标准 $3 \u002F $15 per 1M token",[85,1368,1369,1372],{},[37,1370,1371],{},"Opus 4.8","：input $5 \u002F output $25 per 1M token（已大幅低于早期 Opus 4 的 $15\u002F$75）",[85,1374,1375],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[55,1377,1378],{},[34,1379,1380,1381,1384,1385,1388],{},"SWE-bench Verified 参考：Opus 4.8 官方提交 ",[37,1382,1383],{},"87.6%","、Sonnet 5 ",[37,1386,1387],{},"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。",[34,1390,1391,1396],{},[42,1392,1395],{"href":1393,"rel":1394},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[290],"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。",[22,1398,296],{"id":295},[298,1400,1402],{"className":300,"code":1401,"language":302,"meta":303,"style":303},"# 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",[185,1403,1404,1409,1426,1431,1436,1450,1454,1459,1472,1477,1483,1491,1505,1511,1526,1531,1537,1544,1555],{"__ignoreMap":303},[307,1405,1406],{"class":309,"line":310},[307,1407,1408],{"class":313},"# macOS \u002F Linux \u002F Windows (WSL)\n",[307,1410,1411,1414,1417,1420,1423],{"class":309,"line":317},[307,1412,1413],{"class":887},"curl",[307,1415,1416],{"class":877}," -fsSL",[307,1418,1419],{"class":881}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[307,1421,1422],{"class":895}," |",[307,1424,1425],{"class":887}," bash\n",[307,1427,1428],{"class":309,"line":718},[307,1429,1430],{"emptyLinePlaceholder":741},"\n",[307,1432,1433],{"class":309,"line":767},[307,1434,1435],{"class":313},"# macOS 用 Homebrew\n",[307,1437,1438,1441,1444,1447],{"class":309,"line":766},[307,1439,1440],{"class":887},"brew",[307,1442,1443],{"class":881}," install",[307,1445,1446],{"class":877}," --cask",[307,1448,1449],{"class":881}," claude-code\n",[307,1451,1452],{"class":309,"line":1221},[307,1453,1430],{"emptyLinePlaceholder":741},[307,1455,1456],{"class":309,"line":1227},[307,1457,1458],{"class":313},"# Windows PowerShell\n",[307,1460,1461,1464,1467,1469],{"class":309,"line":1233},[307,1462,1463],{"class":887},"irm",[307,1465,1466],{"class":881}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[307,1468,1422],{"class":895},[307,1470,1471],{"class":887}," iex\n",[307,1473,1475],{"class":309,"line":1474},9,[307,1476,1430],{"emptyLinePlaceholder":741},[307,1478,1480],{"class":309,"line":1479},10,[307,1481,1482],{"class":313},"# 验证 + 登录\n",[307,1484,1486,1488],{"class":309,"line":1485},11,[307,1487,811],{"class":887},[307,1489,1490],{"class":877}," --version\n",[307,1492,1494,1496,1499,1502],{"class":309,"line":1493},12,[307,1495,811],{"class":887},[307,1497,1498],{"class":881}," auth",[307,1500,1501],{"class":881}," login",[307,1503,1504],{"class":313},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[307,1506,1508],{"class":309,"line":1507},13,[307,1509,1510],{"class":313},"# 或用 API key\n",[307,1512,1514,1517,1520,1523],{"class":309,"line":1513},14,[307,1515,1516],{"class":895},"export",[307,1518,1519],{"class":899}," ANTHROPIC_API_KEY",[307,1521,1522],{"class":895},"=",[307,1524,1525],{"class":899},"sk-ant-...\n",[307,1527,1529],{"class":309,"line":1528},15,[307,1530,1430],{"emptyLinePlaceholder":741},[307,1532,1534],{"class":309,"line":1533},16,[307,1535,1536],{"class":313},"# 进项目，启动\n",[307,1538,1540,1542],{"class":309,"line":1539},17,[307,1541,878],{"class":877},[307,1543,882],{"class":881},[307,1545,1547,1549,1552],{"class":309,"line":1546},18,[307,1548,811],{"class":887},[307,1550,1551],{"class":881}," \u002Finit",[307,1553,1554],{"class":313},"               # 生成 CLAUDE.md\n",[307,1556,1558,1560],{"class":309,"line":1557},19,[307,1559,811],{"class":887},[307,1561,1562],{"class":313},"                     # 进入交互模式\n",[22,1564,341],{"id":341},[322,1566,1567,1573,1578,1584],{},[85,1568,1569,1572],{},[37,1570,1571],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[85,1574,1575,1577],{},[37,1576,354],{},"：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",[85,1579,1580,1583],{},[37,1581,1582],{},"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",[85,1585,1586,1588,1589,1593,1594,1598,1599,75,1603,1607],{},[37,1587,360],{},"：用 ",[42,1590,1592],{"href":1591},"\u002Fcoding\u002Fcli\u002Faider.html","Aider"," 或 ",[42,1595,1597],{"href":1596},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," 接 ",[42,1600,1602],{"href":1601},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[42,1604,1606],{"href":1605},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[22,1609,376],{"id":376},[199,1611,1612,1634],{},[202,1613,1614],{},[205,1615,1616,1618,1620,1624,1630],{},[208,1617,385],{},[208,1619,402],{},[208,1621,1622],{},[42,1623,74],{"href":73},[208,1625,1626],{},[42,1627,1629],{"href":1628},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[208,1631,1632],{},[42,1633,1592],{"href":1591},[221,1635,1636,1652,1665,1683,1705,1719,1733,1750],{},[205,1637,1638,1641,1644,1647,1650],{},[226,1639,1640],{},"形态",[226,1642,1643],{},"CLI（IDE 无关）",[226,1645,1646],{},"AI-first IDE",[226,1648,1649],{},"CLI",[226,1651,1649],{},[205,1653,1654,1657,1659,1661,1663],{},[226,1655,1656],{},"长任务能力",[226,1658,462],{},[226,1660,465],{},[226,1662,465],{},[226,1664,432],{},[205,1666,1667,1670,1677,1679,1681],{},[226,1668,1669],{},"上下文管理",[226,1671,1672,1673,1120,1675],{},"★★★★★ ",[185,1674,1029],{},[185,1676,1016],{},[226,1678,465],{},[226,1680,465],{},[226,1682,432],{},[205,1684,1685,1688,1696,1699,1702],{},[226,1686,1687],{},"子代理 \u002F 并行",[226,1689,1690,1691,1120,1693,542],{},"✅（",[185,1692,938],{},[185,1694,1695],{},"\u002Fbatch",[226,1697,1698],{},"部分（Bug bot）",[226,1700,1701],{},"⚠️ 有限",[226,1703,1704],{},"❌",[205,1706,1707,1710,1713,1715,1717],{},[226,1708,1709],{},"MCP 支持",[226,1711,1712],{},"★★★★★ 一等公民",[226,1714,465],{},[226,1716,432],{},[226,1718,1704],{},[205,1720,1721,1724,1726,1728,1730],{},[226,1722,1723],{},"Git 集成",[226,1725,465],{},[226,1727,432],{},[226,1729,432],{},[226,1731,1732],{},"★★★★★ 每改即 commit",[205,1734,1735,1738,1741,1744,1747],{},[226,1736,1737],{},"国内门槛",[226,1739,1740],{},"高（账号+支付+网络）",[226,1742,1743],{},"高（账号+支付）",[226,1745,1746],{},"高",[226,1748,1749],{},"低（BYOK 国产模型）",[205,1751,1752,1754,1757,1759,1761],{},[226,1753,213],{},[226,1755,1756],{},"$20-$200\u002F月",[226,1758,245],{},[226,1760,1756],{},[226,1762,1763],{},"仅 API 成本",[34,1765,1766,285],{},[37,1767,1768],{},"选 Claude Code 如果你",[82,1770,1771,1774,1777,1780],{},[85,1772,1773],{},"重视长任务自主性 + 上下文管理",[85,1775,1776],{},"JetBrains \u002F Vim 用户，不想换 IDE",[85,1778,1779],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[85,1781,1782],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[34,1784,1785,285],{},[37,1786,1787],{},"别选 Claude Code 如果你",[82,1789,1790,1796,1801],{},[85,1791,1792,1793,1795],{},"国内、个人、预算紧（去 ",[42,1794,1592],{"href":1591}," + DeepSeek）",[85,1797,1798,1799,542],{},"想要纯 IDE 内 inline 体验（",[42,1800,74],{"href":73},[85,1802,1803,1804,542],{},"主要写补全而非 agent 任务（",[42,1805,121],{"href":120},[22,1807,556],{"id":556},[82,1809,1810,1823,1838,1852,1860,1878,1892,1898],{},[85,1811,1812,1818,1819,1822],{},[37,1813,1814,1817],{},[185,1815,1816],{},"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 ",[185,1820,1821],{},"env | grep ANTHROPIC"," 检查",[85,1824,1825,1831,1832,1834,1835,1837],{},[37,1826,1827,1828,1830],{},"长会话不 ",[185,1829,1029],{}," 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 ",[185,1833,1029],{}," 一次或 ",[185,1836,1016],{}," 开新会话",[85,1839,1840,1845,1846,1851],{},[37,1841,1842,1844],{},[185,1843,1059],{}," 切换是个坑","：跨模型切会丢部分 context ",[42,1847,1850],{"href":1848,"rel":1849},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[290],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[85,1853,1854,1859],{},[37,1855,1856,1858],{},[185,1857,992],{}," 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",[85,1861,1862,1867,1868,1120,1871,1120,1874,1877],{},[37,1863,1864,1866],{},[185,1865,1143],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[185,1869,1870],{},"\u002Fdeploy",[185,1872,1873],{},"\u002Fmigrate",[185,1875,1876],{},"\u002Freview-pr","，提交进 git",[85,1879,1880,1883,1884,1887,1888,1891],{},[37,1881,1882],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[185,1885,1886],{},"--permission-mode plan"," 或开 ",[185,1889,1890],{},"acceptEdits"," 但配合 git worktree",[85,1893,1894,1897],{},[37,1895,1896],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[85,1899,1900,1903],{},[37,1901,1902],{},"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",[22,1905,649],{"id":649},[82,1907,1908,1920,1934,1944],{},[85,1909,654,1910,75,1912,75,1914,75,1916,75,1918],{},[42,1911,74],{"href":73},[42,1913,79],{"href":78},[42,1915,1629],{"href":1628},[42,1917,1592],{"href":1591},[42,1919,1597],{"href":1596},[85,1921,667,1922,75,1924,75,1928,75,1930],{},[42,1923,671],{"href":670},[42,1925,1927],{"href":1926},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[42,1929,173],{"href":172},[42,1931,1933],{"href":1932},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[85,1935,682,1936,75,1938,75,1940],{},[42,1937,833],{"href":832},[42,1939,689],{"href":688},[42,1941,1943],{"href":1942},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[85,1945,1946,1947,75,1951],{},"进阶：",[42,1948,1950],{"href":1949},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[42,1952,1954],{"href":1953},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[22,1956,692],{"id":692},[82,1958,1959,1965,1972,1979,1986,1992],{},[85,1960,697,1961],{},[42,1962,1963],{"href":1963,"rel":1964},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[290],[85,1966,1967,1968],{},"官方文档：",[42,1969,1970],{"href":1970,"rel":1971},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[290],[85,1973,1974,1975],{},"GitHub：",[42,1976,1977],{"href":1977,"rel":1978},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[290],[85,1980,1981,1982],{},"CLI Reference：",[42,1983,1984],{"href":1984,"rel":1985},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[290],[85,1987,1988,1989],{},"官方定价：",[42,1990,1271],{"href":1271,"rel":1991},[290],[85,1993,1994],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[34,1996,1997,1998,712],{},"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 ",[42,1999,711],{"href":710},[714,2001,2002],{},"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":303,"searchDepth":718,"depth":718,"links":2004},[2005,2006,2013,2014,2015,2016,2017,2018,2019],{"id":24,"depth":317,"text":25},{"id":62,"depth":317,"text":62,"children":2007},[2008,2009,2010,2011,2012],{"id":856,"depth":718,"text":857},{"id":906,"depth":718,"text":907},{"id":967,"depth":718,"text":968},{"id":1147,"depth":718,"text":1148},{"id":1242,"depth":718,"text":1243},{"id":197,"depth":317,"text":197},{"id":295,"depth":317,"text":296},{"id":341,"depth":317,"text":341},{"id":376,"depth":317,"text":376},{"id":556,"depth":317,"text":556},{"id":649,"depth":317,"text":649},{"id":692,"depth":317,"text":692},"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。",[744],{},[2026,2027,2028],"claude-sonnet-5","claude-opus-4-8","claude-haiku-4",[2030,2031,2032],"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",[750,751,749],[2036,2042,2046,2049],{"plan":2037,"price":2038,"limit":2039,"cn_pay":2040,"note":2041},"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":2043,"price":245,"limit":2044,"cn_pay":757,"note":2045},"Claude Pro","约 1-4 小时\u002F天活跃编码","网页 + Code 共享额度",{"plan":2047,"price":1326,"limit":2048,"cn_pay":757,"note":265},"Claude Max 5x","Pro 的 5 倍 + Opus 接入",{"plan":2050,"price":1339,"limit":2051,"cn_pay":757,"note":2052},"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",[2056,2057,2058,2059,2060,2061],"ai-coding-tool-decision-tree","aider-deep-review","claude-code-deep-review","claude-skills-practice","codex-deep-review","cursor-deep-review",{"power":766,"ux":767,"price":718,"cn_support":317,"stability":767},{"title":402,"description":2022},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用",[2066,2068,2069,2071,2074,2076],{"title":2067,"url":1970},"Claude Code 官方文档",{"title":1273,"url":1271},{"title":2070,"url":1984},"Claude Code CLI Reference",{"title":2072,"url":2073},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":2075,"url":955},"Claude Code Cheat Sheet 2026",{"title":2077,"url":1977},"Claude Code Changelog（v2.1.x）","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[2080,2081,2082,2083,2084],"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",[2020,781,2087,796,2088,2089],"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",1784565442073]