[{"data":1,"prerenderedAt":1862},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"playbook-ai-coding\u002Flong-task-with-claude-code":9,"playbook-tools-ai-coding\u002Flong-task-with-claude-code":511},{"tools":4,"reviews":5},75,34,{"tools":4,"reviews":5,"playbooks":7,"news":8},33,27,{"id":10,"title":11,"body":12,"category":485,"cover":485,"description":486,"extension":487,"lastVerified":488,"meta":489,"navigation":264,"path":498,"published":488,"relatedTools":499,"seo":501,"seoTitle":502,"stem":503,"tags":504,"updated":488,"__hash__":510},"playbook\u002Fplaybook\u002Fai-coding\u002Flong-task-with-claude-code.md","Claude Code 跑 3 小时长任务的 4 个关键技巧",{"type":13,"value":14,"toc":473},"minimark",[15,19,45,57,61,64,77,85,90,94,97,107,117,121,124,165,170,215,219,292,305,309,402,405,408,414,420,429,432,464,469],[16,17,18],"h2",{"id":18},"一句话结论",[20,21,22,23,27,28,32,33,36,37,40,41,44],"p",{},"Claude Code 是长任务编程体感最稳的工具，但「甩手让它跑 3 小时」目前还不现实。",[24,25,26],"strong",{},"核心是节奏管理","：每 30 分钟 ",[29,30,31],"code",{},"\u002Fcompact"," 一次压上下文、每完成一个子目标 commit、用 ",[29,34,35],{},"NOTES.md"," 当外部记忆、失败用 ",[29,38,39],{},"git reset"," + ",[29,42,43],{},"\u002Frewind"," 恢复。这套节奏能把 3 小时长任务成功率从约 50% 拉到 85%+。",[46,47,48],"blockquote",{},[20,49,50,51,56],{},"延伸阅读：",[52,53,55],"a",{"href":54},"\u002Freview\u002Fclaude-code-deep-dive.html","Claude Code 深度评测"," 里的 30 分钟 \u002F 1 小时 \u002F 3 小时三档实测。",[16,58,60],{"id":59},"技巧-1compact-节奏","技巧 1：\u002Fcompact 节奏",[20,62,63],{},"上下文接近上限时，模型开始「忘约定、跑偏」。社区共识：",[20,65,66,67,69,70,73,74,76],{},"| 信号 | 动作 |\n|---|---|---|\n| 对话已超过 ~20 轮 | 主动 ",[29,68,31],{},"，或 ",[29,71,72],{},"\u002Fclear"," 开新会话 |\n| AI 开始重复、忘前面约束 | 立即 compact |\n| 准备切换大任务 | ",[29,75,72],{}," 开干净会话 |",[20,78,79,81,82,84],{},[29,80,31],{}," 会压缩历史但保留关键决策；",[29,83,72],{}," 彻底清空，适合「上一任务和下一任务毫无关系」。",[46,86,87],{},[20,88,89],{},"经验值：长任务里每 20-30 分钟压一次，比「等它崩了再救」省一倍时间。",[16,91,93],{"id":92},"技巧-2任务拆解3-小时-630-分钟","技巧 2：任务拆解（3 小时 = 6×30 分钟）",[20,95,96],{},"把 3 小时任务显式拆成 6 段，每段独立可验证、独立 commit：",[98,99,104],"pre",{"className":100,"code":102,"language":103},[101],"language-text","我要把 Nuxt 3 升级到 Nuxt 4，请帮我拆成任务清单：\n1. 依赖升级 + config 迁移\n2. 路由 \u002F pages 适配\n3. 服务端 server\u002F 迁移\n4. 组件 \u003Cscript setup> 改造\n5. 测试 + build 验证\n6. 收尾 + 文档\n每段完成后停下来让我确认，不要一口气全做。\n","text",[29,105,102],{"__ignoreMap":106},"",[20,108,109,112,113,116],{},[24,110,111],{},"关键","：每段完成就 commit，绝不攒到最后。这样任一段翻车，",[29,114,115],{},"git reset --hard"," 回上一段即可。",[16,118,120],{"id":119},"技巧-3上下文管理","技巧 3：上下文管理",[20,122,123],{},"Claude Code 默认读项目文件，但长任务里「跨会话记忆」靠三个东西：",[125,126,127,141,154],"ol",{},[128,129,130,135,136,140],"li",{},[24,131,132],{},[29,133,134],{},"CLAUDE.md","：写死的项目约定（结构 \u002F 命令 \u002F 禁忌），每次启动自动加载。写法见 ",[52,137,139],{"href":138},"\u002Fplaybook\u002Fai-coding\u002Fclaude-md-best-practice.html","CLAUDE.md 最佳实践","。",[128,142,143,149,150,153],{},[24,144,145,148],{},[29,146,147],{},"@file"," 引用","：长任务里显式 ",[29,151,152],{},"@src\u002Fconfig.ts"," 把关键文件拉进上下文，避免它猜。",[128,155,156,161,162,164],{},[24,157,158,159],{},"临时 ",[29,160,35],{},"：在根目录放一个 ",[29,163,35],{}," 记录「当前进度 + 下一步 + 已踩坑」，长任务里让它读这个文件当外部记忆——比塞进对话上下文更稳。",[166,167,169],"h3",{"id":168},"notesmd-示例","NOTES.md 示例",[98,171,175],{"className":172,"code":173,"language":174,"meta":106,"style":106},"language-markdown shiki shiki-themes github-light github-dark","# 升级进度\n- [x] 依赖升级\n- [x] config 迁移\n- [ ] pages 适配（卡在动态路由）\n- 下一步：处理 [id].vue 的 params 迁移\n- 已踩坑：Nuxt 4 的 nitro 配置路径变了，别用旧文档\n","markdown",[29,176,177,185,191,197,203,209],{"__ignoreMap":106},[178,179,182],"span",{"class":180,"line":181},"line",1,[178,183,184],{},"# 升级进度\n",[178,186,188],{"class":180,"line":187},2,[178,189,190],{},"- [x] 依赖升级\n",[178,192,194],{"class":180,"line":193},3,[178,195,196],{},"- [x] config 迁移\n",[178,198,200],{"class":180,"line":199},4,[178,201,202],{},"- [ ] pages 适配（卡在动态路由）\n",[178,204,206],{"class":180,"line":205},5,[178,207,208],{},"- 下一步：处理 [id].vue 的 params 迁移\n",[178,210,212],{"class":180,"line":211},6,[178,213,214],{},"- 已踩坑：Nuxt 4 的 nitro 配置路径变了，别用旧文档\n",[16,216,218],{"id":217},"技巧-4失败恢复","技巧 4：失败恢复",[98,220,224],{"className":221,"code":222,"language":223,"meta":106,"style":106},"language-bash shiki shiki-themes github-light github-dark","# 代码回滚到上一个干净 commit\ngit reset --hard \u003Ccommit>\n\n# 或 Claude Code 内用 \u002Frewind 回到任意 checkpoint（代码 + 对话）\n\u002Frewind\n\n# 长任务跑偏时，用 checkpoint 提示词让它从断点续\n\"上次在『路由适配』这步失败，原因是 X。请从这步重来，注意避免 X。\"\n","bash",[29,225,226,232,260,266,271,276,280,286],{"__ignoreMap":106},[178,227,228],{"class":180,"line":181},[178,229,231],{"class":230},"sJ8bj","# 代码回滚到上一个干净 commit\n",[178,233,234,238,242,246,250,253,257],{"class":180,"line":187},[178,235,237],{"class":236},"sScJk","git",[178,239,241],{"class":240},"sZZnC"," reset",[178,243,245],{"class":244},"sj4cs"," --hard",[178,247,249],{"class":248},"szBVR"," \u003C",[178,251,252],{"class":240},"commi",[178,254,256],{"class":255},"sVt8B","t",[178,258,259],{"class":248},">\n",[178,261,262],{"class":180,"line":193},[178,263,265],{"emptyLinePlaceholder":264},true,"\n",[178,267,268],{"class":180,"line":199},[178,269,270],{"class":230},"# 或 Claude Code 内用 \u002Frewind 回到任意 checkpoint（代码 + 对话）\n",[178,272,273],{"class":180,"line":205},[178,274,275],{"class":236},"\u002Frewind\n",[178,277,278],{"class":180,"line":211},[178,279,265],{"emptyLinePlaceholder":264},[178,281,283],{"class":180,"line":282},7,[178,284,285],{"class":230},"# 长任务跑偏时，用 checkpoint 提示词让它从断点续\n",[178,287,289],{"class":180,"line":288},8,[178,290,291],{"class":236},"\"上次在『路由适配』这步失败，原因是 X。请从这步重来，注意避免 X。\"\n",[46,293,294],{},[20,295,296,299,300,40,302,304],{},[24,297,298],{},"AIHO 观点","：",[29,301,43],{},[29,303,237],{}," 双层回滚是长任务的保命组合。Claude Code 的 checkpoint 能回对话，git 能回代码，两者互补。永远在长任务前确保工作区是 clean commit。",[16,306,308],{"id":307},"真实案例nuxt-3-nuxt-43-小时","真实案例：Nuxt 3 → Nuxt 4（3 小时）",[310,311,312,328],"table",{},[313,314,315],"thead",{},[316,317,318,322,325],"tr",{},[319,320,321],"th",{},"时段",[319,323,324],{},"动作",[319,326,327],{},"节奏动作",[329,330,331,343,356,367,378,391],"tbody",{},[316,332,333,337,340],{},[334,335,336],"td",{},"0-30 min",[334,338,339],{},"依赖升级 + config 迁移",[334,341,342],{},"commit #1",[316,344,345,348,351],{},[334,346,347],{},"30-60 min",[334,349,350],{},"路由 \u002F pages 适配",[334,352,353,355],{},[29,354,31],{}," + commit #2",[316,357,358,361,364],{},[334,359,360],{},"60-90 min",[334,362,363],{},"server\u002F 迁移",[334,365,366],{},"commit #3",[316,368,369,372,375],{},[334,370,371],{},"90-120 min",[334,373,374],{},"组件改造（中途跑偏，\u002Frewind 回来）",[334,376,377],{},"commit #4",[316,379,380,383,386],{},[334,381,382],{},"120-150 min",[334,384,385],{},"测试 + build 验证（2 处需人工）",[334,387,388,390],{},[29,389,31],{}," + commit #5",[316,392,393,396,399],{},[334,394,395],{},"150-180 min",[334,397,398],{},"收尾 + 文档",[334,400,401],{},"commit #6",[20,403,404],{},"最终 build 全绿，2 处需人工收尾（第三方插件未兼容 Nuxt 4）。整体比「人肉迁移」快约 3 倍。",[16,406,407],{"id":407},"常见问题",[20,409,410,413],{},[24,411,412],{},"Q：长任务能完全放手吗？","\nA：目前不能。建议每 30 分钟看一眼，确认没跑偏。全自动 3 小时零干预还不现实。",[20,415,416,419],{},[24,417,418],{},"Q：\u002Fcompact 会丢信息吗？","\nA：会压缩，但关键决策通常保留。重要约束写进 CLAUDE.md \u002F NOTES.md 就不怕丢。",[20,421,422,425,426,428],{},[24,423,424],{},"Q：用 Max 订阅跑长任务划算吗？","\nA：重度长任务（8h+\u002F天）Max 20x $200 比纯 API 烧钱稳且便宜（见 ",[52,427,55],{"href":54}," 成本核算）。",[16,430,431],{"id":431},"相关阅读",[433,434,435,442,447,457],"ul",{},[128,436,437,438],{},"工具卡：",[52,439,441],{"href":440},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[128,443,444,445],{},"评测：",[52,446,55],{"href":54},[128,448,449,450,452,453],{},"方案：",[52,451,139],{"href":138}," ｜ ",[52,454,456],{"href":455},"\u002Fplaybook\u002Fai-coding\u002Fagents-md-protocol.html","AGENTS.md 协议",[128,458,459,460],{},"对比：",[52,461,463],{"href":462},"\u002Fcompare\u002Fclaude-code-vs-codex.html","Claude Code vs Codex CLI",[46,465,466],{},[20,467,468],{},"来源说明：本文基于 code.claude.com 官方文档、第三方 cheat sheet 及 AIHO 编辑部长任务实践归纳。命令与功能以最新官方文档为准。",[470,471,472],"style",{},"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 .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 .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":106,"searchDepth":193,"depth":193,"links":474},[475,476,477,478,481,482,483,484],{"id":18,"depth":187,"text":18},{"id":59,"depth":187,"text":60},{"id":92,"depth":187,"text":93},{"id":119,"depth":187,"text":120,"children":479},[480],{"id":168,"depth":193,"text":169},{"id":217,"depth":187,"text":218},{"id":307,"depth":187,"text":308},{"id":407,"depth":187,"text":407},{"id":431,"depth":187,"text":431},null,"Claude Code 跑长任务 2026 实战：\u002Fcompact 节奏（什么时候压、压什么）、任务拆解（3 小时 = 6×30 分钟，每段独立 commit）、上下文管理（CLAUDE.md \u002F @file \u002F 临时 NOTES.md）、失败恢复（git reset + checkpoint 提示词），以及用 3 小时把 Nuxt 3 升级到 Nuxt 4 的真实案例。","md","2026-08-02",{"verdict":490,"sources":491},"Claude Code 跑长任务的核心是「别让它一口气跑 3 小时」。每 30 分钟 \u002Fcompact 一次、每完成一个子目标 commit、用 NOTES.md 当外部记忆，失败用 git + \u002Frewind 恢复。这套节奏能把长任务成功率从约 50% 拉到 85%+。",[492,495],{"title":493,"url":494},"Claude Code 官方文档（Slash 命令）","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",{"title":496,"url":497},"Claude Code Cheat Sheet 2026","https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet","\u002Fplaybook\u002Fai-coding\u002Flong-task-with-claude-code",[500],"coding\u002Fcli\u002Fclaude-code",{"title":11,"description":486},"Claude Code 长任务 2026：\u002Fcompact 节奏、3 小时任务拆解与失败恢复","playbook\u002Fai-coding\u002Flong-task-with-claude-code",[505,506,507,508,509],"claude-code","长任务","工作流","compact","技巧","yEdu0VS9pQ8iK_STFxCHM0l__2sftJdlXjFFOxb_9L0",[512],{"id":513,"title":441,"alternatives":514,"api_compatible":518,"body":520,"category":1773,"chinese_friendly":193,"cover":1774,"description":1775,"domestic":1776,"extension":487,"faq":485,"free":1776,"github":1728,"languages":1777,"lastVerified":488,"meta":1779,"models":1780,"navigation":264,"notSuitable":1784,"opensource":1776,"path":1788,"pillar":1789,"platforms":1790,"priceTable":1794,"pricing":1814,"published":1815,"relatedPlaybooks":1816,"relatedReviews":1823,"score":1831,"self_host":1776,"seo":1832,"seoTitle":1833,"slug":500,"sources":1834,"stem":1846,"suitable":1847,"tagline":1853,"tags":1854,"updated":1859,"verdict":1860,"website":1714,"__hash__":1861},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[515,516,517],"coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fcline",[519],"anthropic",{"type":13,"value":521,"toc":1756},[522,526,577,582,585,589,599,627,630,634,642,677,692,696,699,851,869,873,884,960,963,967,981,984,999,1081,1084,1101,1114,1122,1126,1289,1292,1338,1341,1502,1507,1521,1526,1546,1549,1645,1647,1704,1707,1745,1753],[16,523,525],{"id":524},"tldr","TL;DR",[527,528,533,543,554],"div",{"className":529},[530,531,532],"card","p-5","my-4",[20,534,535,538,539,542],{},[24,536,537],{},"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 ",[29,540,541],{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[20,544,545,546,549,550,553],{},"最大价值是 ",[24,547,548],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[24,551,552],{},"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。",[20,555,556,559,560,564,565,568,569,572,573,576],{},[24,557,558],{},"2026-07 最新进展","：核心模型已升级为 ",[52,561,563],{"href":562},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5","（复杂任务用 Opus 4.8），1M 上下文；新增 ",[29,566,567],{},"\u002Ffork","（复制会话到后台并行）、",[29,570,571],{},"\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。",[24,574,575],{},"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。",[46,578,579],{},[20,580,581],{},"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。",[16,583,584],{"id":584},"核心特性",[166,586,588],{"id":587},"终端原生的-agent-体验","终端原生的 Agent 体验",[20,590,591,592,595,596,598],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[24,593,594],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[29,597,541],{},"，就进入了一个能读你整个 codebase 的对话环境。",[98,600,602],{"className":221,"code":601,"language":223,"meta":106,"style":106},"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",[29,603,604,612,619],{"__ignoreMap":106},[178,605,606,609],{"class":180,"line":181},[178,607,608],{"class":244},"cd",[178,610,611],{"class":240}," your-project\n",[178,613,614,616],{"class":180,"line":187},[178,615,541],{"class":236},[178,617,618],{"class":230},"                          # 进入交互模式\n",[178,620,621,624],{"class":180,"line":193},[178,622,623],{"class":248},">",[178,625,626],{"class":255}," 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[20,628,629],{},"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。",[166,631,633],{"id":632},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[20,635,636,637,641],{},"Claude Code 2.x 引入了 ",[52,638,640],{"href":639},"\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：",[98,643,645],{"className":221,"code":644,"language":223,"meta":106,"style":106},"\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",[29,646,647,654,661,669],{"__ignoreMap":106},[178,648,649,651],{"class":180,"line":181},[178,650,571],{"class":236},[178,652,653],{"class":230},"            # 派发独立子任务（2026-07 起取代内联子 agent）\n",[178,655,656,658],{"class":180,"line":187},[178,657,567],{"class":236},[178,659,660],{"class":230},"               # 复制当前会话到后台并行推进\n",[178,662,663,666],{"class":180,"line":193},[178,664,665],{"class":236},"\u002Fagents",[178,667,668],{"class":230},"             # 管理子代理\n",[178,670,671,674],{"class":180,"line":199},[178,672,673],{"class":236},"\u002Ftasks",[178,675,676],{"class":230},"              # 列出后台运行的子代理\n",[20,678,679,680,685,686,688,689,691],{},"据 ",[52,681,684],{"href":497,"rel":682},[683],"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，",[29,687,571],{}," 取代了旧的内联子 agent 写法，",[29,690,567],{}," 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。",[166,693,695],{"id":694},"slash-命令生产力关键","Slash 命令（生产力关键）",[20,697,698],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[310,700,701,711],{},[313,702,703],{},[316,704,705,708],{},[319,706,707],{},"命令",[319,709,710],{},"用途",[329,712,713,726,736,749,758,768,778,788,798,808,817,827,837],{},[316,714,715,720],{},[334,716,717],{},[29,718,719],{},"\u002Finit",[334,721,722,723,725],{},"第一次进入仓库时跑，生成 ",[29,724,134],{},"（项目记忆）",[316,727,728,733],{},[334,729,730],{},[29,731,732],{},"\u002Fmemory",[334,734,735],{},"编辑长期记忆",[316,737,738,742],{},[334,739,740],{},[29,741,72],{},[334,743,744,745,748],{},"清空当前对话，重新开始（",[24,746,747],{},"最被低估的命令","）",[316,750,751,755],{},[334,752,753],{},[29,754,31],{},[334,756,757],{},"长对话压缩，挽救快爆炸的 context window",[316,759,760,765],{},[334,761,762],{},[29,763,764],{},"\u002Fcontext",[334,766,767],{},"显示当前 context 用量",[316,769,770,775],{},[334,771,772],{},[29,773,774],{},"\u002Fplan",[334,776,777],{},"切到 plan 模式（只规划不执行）",[316,779,780,785],{},[334,781,782],{},[29,783,784],{},"\u002Fmodel",[334,786,787],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[316,789,790,795],{},[334,791,792],{},[29,793,794],{},"\u002Fdiff",[334,796,797],{},"看本轮所有改动",[316,799,800,805],{},[334,801,802],{},[29,803,804],{},"\u002Fcode-review",[334,806,807],{},"对 diff 跑代码审查",[316,809,810,814],{},[334,811,812],{},[29,813,43],{},[334,815,816],{},"回滚到任意 checkpoint（代码 + 对话）",[316,818,819,824],{},[334,820,821],{},[29,822,823],{},"\u002Fmcp",[334,825,826],{},"管理 MCP 服务器",[316,828,829,834],{},[334,830,831],{},[29,832,833],{},"\u002Fdoctor",[334,835,836],{},"排查环境问题",[316,838,839,848],{},[334,840,841,844,845],{},[29,842,843],{},"\u002Fresume"," ",[29,846,847],{},"\u002Fbranch",[334,849,850],{},"回到 \u002F fork 历史对话",[20,852,853,858,859,861,862,864,865,868],{},[52,854,857],{"href":855,"rel":856},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[683],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[29,860,31],{},"（每 20-30 分钟一次防止 context drift）、",[29,863,72],{},"（新任务开新会话）、自定义命令（写在 ",[29,866,867],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[166,870,872],{"id":871},"mcp-集成一等公民","MCP 集成（一等公民）",[20,874,875,879,880,883],{},[52,876,878],{"href":877},"\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 ",[29,881,882],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[98,885,889],{"className":886,"code":887,"language":888,"meta":106,"style":106},"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",[29,890,891,896,904,911,925,945,950,955],{"__ignoreMap":106},[178,892,893],{"class":180,"line":181},[178,894,895],{"class":255},"{\n",[178,897,898,901],{"class":180,"line":187},[178,899,900],{"class":244},"  \"mcpServers\"",[178,902,903],{"class":255},": {\n",[178,905,906,909],{"class":180,"line":193},[178,907,908],{"class":244},"    \"postgres\"",[178,910,903],{"class":255},[178,912,913,916,919,922],{"class":180,"line":199},[178,914,915],{"class":244},"      \"command\"",[178,917,918],{"class":255},": ",[178,920,921],{"class":240},"\"npx\"",[178,923,924],{"class":255},",\n",[178,926,927,930,933,936,939,942],{"class":180,"line":205},[178,928,929],{"class":244},"      \"args\"",[178,931,932],{"class":255},": [",[178,934,935],{"class":240},"\"@modelcontextprotocol\u002Fserver-postgres\"",[178,937,938],{"class":255},", ",[178,940,941],{"class":240},"\"postgresql:\u002F\u002F...\"",[178,943,944],{"class":255},"]\n",[178,946,947],{"class":180,"line":211},[178,948,949],{"class":255},"    }\n",[178,951,952],{"class":180,"line":282},[178,953,954],{"class":255},"  }\n",[178,956,957],{"class":180,"line":288},[178,958,959],{"class":255},"}\n",[20,961,962],{},"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。",[166,964,966],{"id":965},"后台-远程模式","后台 \u002F 远程模式",[20,968,969,972,973,976,977,980],{},[29,970,971],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[29,974,975],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[29,978,979],{},"\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\"。",[16,982,983],{"id":983},"价格与运行成本",[20,985,986,987,992,993,998],{},"根据 ",[52,988,991],{"href":989,"rel":990},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[683],"explainx.ai 2026-06 评测"," 和 ",[52,994,997],{"href":995,"rel":996},"https:\u002F\u002Fclaude.com\u002Fpricing",[683],"Anthropic 官方定价"," 整理：",[310,1000,1001,1014],{},[313,1002,1003],{},[316,1004,1005,1008,1011],{},[319,1006,1007],{},"路径",[319,1009,1010],{},"价格",[319,1012,1013],{},"适用场景",[329,1015,1016,1029,1042,1055,1068],{},[316,1017,1018,1023,1026],{},[334,1019,1020],{},[24,1021,1022],{},"BYOK（自带 API key）",[334,1024,1025],{},"按 token 计费",[334,1027,1028],{},"全自由，但单月烧到 $500+ 也常见",[316,1030,1031,1036,1039],{},[334,1032,1033],{},[24,1034,1035],{},"Pro",[334,1037,1038],{},"$20\u002F月（年付 ~$17）",[334,1040,1041],{},"个人开发者，每天 1-4 小时",[316,1043,1044,1049,1052],{},[334,1045,1046],{},[24,1047,1048],{},"Max 5x",[334,1050,1051],{},"$100\u002F月",[334,1053,1054],{},"重度用户 + Opus 模型访问",[316,1056,1057,1062,1065],{},[334,1058,1059],{},[24,1060,1061],{},"Max 20x",[334,1063,1064],{},"$200\u002F月",[334,1066,1067],{},"8h+ agentic 工作流 \u002F 团队共享",[316,1069,1070,1075,1078],{},[334,1071,1072],{},[24,1073,1074],{},"Team Premium",[334,1076,1077],{},"$100\u002Fseat 年付 \u002F $125 月付",[334,1079,1080],{},"团队，含管理",[20,1082,1083],{},"API token 价格（2026-07 公开数据）：",[433,1085,1086,1092,1098],{},[128,1087,1088,1091],{},[24,1089,1090],{},"Sonnet 5","：促销 input $2 \u002F output $10（至 2026-08-31），之后标准 $3 \u002F $15 per 1M token",[128,1093,1094,1097],{},[24,1095,1096],{},"Opus 4.8","：input $5 \u002F output $25 per 1M token（已大幅低于早期 Opus 4 的 $15\u002F$75）",[128,1099,1100],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[46,1102,1103],{},[20,1104,1105,1106,1109,1110,1113],{},"SWE-bench Verified 参考：Opus 4.8 官方提交 ",[24,1107,1108],{},"87.6%","、Sonnet 5 ",[24,1111,1112],{},"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。",[20,1115,1116,1121],{},[52,1117,1120],{"href":1118,"rel":1119},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[683],"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。",[16,1123,1125],{"id":1124},"上手-5-分钟","上手 5 分钟",[98,1127,1129],{"className":221,"code":1128,"language":223,"meta":106,"style":106},"# 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",[29,1130,1131,1136,1153,1157,1162,1176,1180,1185,1198,1203,1209,1217,1231,1237,1252,1257,1263,1270,1281],{"__ignoreMap":106},[178,1132,1133],{"class":180,"line":181},[178,1134,1135],{"class":230},"# macOS \u002F Linux \u002F Windows (WSL)\n",[178,1137,1138,1141,1144,1147,1150],{"class":180,"line":187},[178,1139,1140],{"class":236},"curl",[178,1142,1143],{"class":244}," -fsSL",[178,1145,1146],{"class":240}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[178,1148,1149],{"class":248}," |",[178,1151,1152],{"class":236}," bash\n",[178,1154,1155],{"class":180,"line":193},[178,1156,265],{"emptyLinePlaceholder":264},[178,1158,1159],{"class":180,"line":199},[178,1160,1161],{"class":230},"# macOS 用 Homebrew\n",[178,1163,1164,1167,1170,1173],{"class":180,"line":205},[178,1165,1166],{"class":236},"brew",[178,1168,1169],{"class":240}," install",[178,1171,1172],{"class":244}," --cask",[178,1174,1175],{"class":240}," claude-code\n",[178,1177,1178],{"class":180,"line":211},[178,1179,265],{"emptyLinePlaceholder":264},[178,1181,1182],{"class":180,"line":282},[178,1183,1184],{"class":230},"# Windows PowerShell\n",[178,1186,1187,1190,1193,1195],{"class":180,"line":288},[178,1188,1189],{"class":236},"irm",[178,1191,1192],{"class":240}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[178,1194,1149],{"class":248},[178,1196,1197],{"class":236}," iex\n",[178,1199,1201],{"class":180,"line":1200},9,[178,1202,265],{"emptyLinePlaceholder":264},[178,1204,1206],{"class":180,"line":1205},10,[178,1207,1208],{"class":230},"# 验证 + 登录\n",[178,1210,1212,1214],{"class":180,"line":1211},11,[178,1213,541],{"class":236},[178,1215,1216],{"class":244}," --version\n",[178,1218,1220,1222,1225,1228],{"class":180,"line":1219},12,[178,1221,541],{"class":236},[178,1223,1224],{"class":240}," auth",[178,1226,1227],{"class":240}," login",[178,1229,1230],{"class":230},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[178,1232,1234],{"class":180,"line":1233},13,[178,1235,1236],{"class":230},"# 或用 API key\n",[178,1238,1240,1243,1246,1249],{"class":180,"line":1239},14,[178,1241,1242],{"class":248},"export",[178,1244,1245],{"class":255}," ANTHROPIC_API_KEY",[178,1247,1248],{"class":248},"=",[178,1250,1251],{"class":255},"sk-ant-...\n",[178,1253,1255],{"class":180,"line":1254},15,[178,1256,265],{"emptyLinePlaceholder":264},[178,1258,1260],{"class":180,"line":1259},16,[178,1261,1262],{"class":230},"# 进项目，启动\n",[178,1264,1266,1268],{"class":180,"line":1265},17,[178,1267,608],{"class":244},[178,1269,611],{"class":240},[178,1271,1273,1275,1278],{"class":180,"line":1272},18,[178,1274,541],{"class":236},[178,1276,1277],{"class":240}," \u002Finit",[178,1279,1280],{"class":230},"               # 生成 CLAUDE.md\n",[178,1282,1284,1286],{"class":180,"line":1283},19,[178,1285,541],{"class":236},[178,1287,1288],{"class":230},"                     # 进入交互模式\n",[16,1290,1291],{"id":1291},"国内使用注意事项",[125,1293,1294,1300,1306,1312],{},[128,1295,1296,1299],{},[24,1297,1298],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[128,1301,1302,1305],{},[24,1303,1304],{},"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",[128,1307,1308,1311],{},[24,1309,1310],{},"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",[128,1313,1314,1317,1318,1322,1323,1327,1328,1332,1333,1337],{},[24,1315,1316],{},"替代路径","：用 ",[52,1319,1321],{"href":1320},"\u002Fcoding\u002Fcli\u002Faider.html","Aider"," 或 ",[52,1324,1326],{"href":1325},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," 接 ",[52,1329,1331],{"href":1330},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3"," \u002F ",[52,1334,1336],{"href":1335},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[16,1339,1340],{"id":1340},"与同类怎么选",[310,1342,1343,1368],{},[313,1344,1345],{},[316,1346,1347,1350,1352,1358,1364],{},[319,1348,1349],{},"维度",[319,1351,441],{},[319,1353,1354],{},[52,1355,1357],{"href":1356},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[319,1359,1360],{},[52,1361,1363],{"href":1362},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[319,1365,1366],{},[52,1367,1321],{"href":1320},[329,1369,1370,1386,1402,1420,1442,1456,1470,1487],{},[316,1371,1372,1375,1378,1381,1384],{},[334,1373,1374],{},"形态",[334,1376,1377],{},"CLI（IDE 无关）",[334,1379,1380],{},"AI-first IDE",[334,1382,1383],{},"CLI",[334,1385,1383],{},[316,1387,1388,1391,1394,1397,1399],{},[334,1389,1390],{},"长任务能力",[334,1392,1393],{},"★★★★★",[334,1395,1396],{},"★★★★☆",[334,1398,1396],{},[334,1400,1401],{},"★★★☆☆",[316,1403,1404,1407,1414,1416,1418],{},[334,1405,1406],{},"上下文管理",[334,1408,1409,1410,844,1412],{},"★★★★★ ",[29,1411,31],{},[29,1413,72],{},[334,1415,1396],{},[334,1417,1396],{},[334,1419,1401],{},[316,1421,1422,1425,1433,1436,1439],{},[334,1423,1424],{},"子代理 \u002F 并行",[334,1426,1427,1428,844,1430,748],{},"✅（",[29,1429,665],{},[29,1431,1432],{},"\u002Fbatch",[334,1434,1435],{},"部分（Bug bot）",[334,1437,1438],{},"⚠️ 有限",[334,1440,1441],{},"❌",[316,1443,1444,1447,1450,1452,1454],{},[334,1445,1446],{},"MCP 支持",[334,1448,1449],{},"★★★★★ 一等公民",[334,1451,1396],{},[334,1453,1401],{},[334,1455,1441],{},[316,1457,1458,1461,1463,1465,1467],{},[334,1459,1460],{},"Git 集成",[334,1462,1396],{},[334,1464,1401],{},[334,1466,1401],{},[334,1468,1469],{},"★★★★★ 每改即 commit",[316,1471,1472,1475,1478,1481,1484],{},[334,1473,1474],{},"国内门槛",[334,1476,1477],{},"高（账号+支付+网络）",[334,1479,1480],{},"高（账号+支付）",[334,1482,1483],{},"高",[334,1485,1486],{},"低（BYOK 国产模型）",[316,1488,1489,1491,1494,1497,1499],{},[334,1490,1010],{},[334,1492,1493],{},"$20-$200\u002F月",[334,1495,1496],{},"$20\u002F月",[334,1498,1493],{},[334,1500,1501],{},"仅 API 成本",[20,1503,1504,299],{},[24,1505,1506],{},"选 Claude Code 如果你",[433,1508,1509,1512,1515,1518],{},[128,1510,1511],{},"重视长任务自主性 + 上下文管理",[128,1513,1514],{},"JetBrains \u002F Vim 用户，不想换 IDE",[128,1516,1517],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[128,1519,1520],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[20,1522,1523,299],{},[24,1524,1525],{},"别选 Claude Code 如果你",[433,1527,1528,1534,1539],{},[128,1529,1530,1531,1533],{},"国内、个人、预算紧（去 ",[52,1532,1321],{"href":1320}," + DeepSeek）",[128,1535,1536,1537,748],{},"想要纯 IDE 内 inline 体验（",[52,1538,1357],{"href":1356},[128,1540,1541,1542,748],{},"主要写补全而非 agent 任务（",[52,1543,1545],{"href":1544},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[16,1547,1548],{"id":1548},"避坑清单",[433,1550,1551,1564,1579,1593,1601,1619,1633,1639],{},[128,1552,1553,1559,1560,1563],{},[24,1554,1555,1558],{},[29,1556,1557],{},"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 ",[29,1561,1562],{},"env | grep ANTHROPIC"," 检查",[128,1565,1566,1572,1573,1575,1576,1578],{},[24,1567,1568,1569,1571],{},"长会话不 ",[29,1570,31],{}," 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 ",[29,1574,31],{}," 一次或 ",[29,1577,72],{}," 开新会话",[128,1580,1581,1586,1587,1592],{},[24,1582,1583,1585],{},[29,1584,784],{}," 切换是个坑","：跨模型切会丢部分 context ",[52,1588,1591],{"href":1589,"rel":1590},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[683],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[128,1594,1595,1600],{},[24,1596,1597,1599],{},[29,1598,719],{}," 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",[128,1602,1603,1608,1609,844,1612,844,1615,1618],{},[24,1604,1605,1607],{},[29,1606,867],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[29,1610,1611],{},"\u002Fdeploy",[29,1613,1614],{},"\u002Fmigrate",[29,1616,1617],{},"\u002Freview-pr","，提交进 git",[128,1620,1621,1624,1625,1628,1629,1632],{},[24,1622,1623],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[29,1626,1627],{},"--permission-mode plan"," 或开 ",[29,1630,1631],{},"acceptEdits"," 但配合 git worktree",[128,1634,1635,1638],{},[24,1636,1637],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[128,1640,1641,1644],{},[24,1642,1643],{},"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",[16,1646,431],{"id":431},[433,1648,1649,1664,1680,1693],{},[128,1650,1651,1652,1332,1654,1332,1658,1332,1660,1332,1662],{},"同类对比：",[52,1653,1357],{"href":1356},[52,1655,1657],{"href":1656},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[52,1659,1363],{"href":1362},[52,1661,1321],{"href":1320},[52,1663,1326],{"href":1325},[128,1665,1666,1667,1332,1670,1332,1674,1332,1676],{},"概念：",[52,1668,1669],{"href":639},"AI Agent",[52,1671,1673],{"href":1672},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[52,1675,878],{"href":877},[52,1677,1679],{"href":1678},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[128,1681,1682,1683,1332,1685,1332,1689],{},"模型：",[52,1684,563],{"href":562},[52,1686,1688],{"href":1687},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[52,1690,1692],{"href":1691},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[128,1694,1695,1696,1332,1700],{},"进阶：",[52,1697,1699],{"href":1698},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[52,1701,1703],{"href":1702},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[16,1705,1706],{"id":1706},"来源",[433,1708,1709,1716,1723,1730,1736,1742],{},[128,1710,1711,1712],{},"官网：",[52,1713,1714],{"href":1714,"rel":1715},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[683],[128,1717,1718,1719],{},"官方文档：",[52,1720,1721],{"href":1721,"rel":1722},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[683],[128,1724,1725,1726],{},"GitHub：",[52,1727,1728],{"href":1728,"rel":1729},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[683],[128,1731,1732,1733],{},"CLI Reference：",[52,1734,494],{"href":494,"rel":1735},[683],[128,1737,1738,1739],{},"官方定价：",[52,1740,995],{"href":995,"rel":1741},[683],[128,1743,1744],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[20,1746,1747,1748,1752],{},"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 ",[52,1749,1751],{"href":1750},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[470,1754,1755],{},"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":106,"searchDepth":193,"depth":193,"links":1757},[1758,1759,1766,1767,1768,1769,1770,1771,1772],{"id":524,"depth":187,"text":525},{"id":584,"depth":187,"text":584,"children":1760},[1761,1762,1763,1764,1765],{"id":587,"depth":193,"text":588},{"id":632,"depth":193,"text":633},{"id":694,"depth":193,"text":695},{"id":871,"depth":193,"text":872},{"id":965,"depth":193,"text":966},{"id":983,"depth":187,"text":983},{"id":1124,"depth":187,"text":1125},{"id":1291,"depth":187,"text":1291},{"id":1340,"depth":187,"text":1340},{"id":1548,"depth":187,"text":1548},{"id":431,"depth":187,"text":431},{"id":1706,"depth":187,"text":1706},"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,[1778],"en",{},[1781,1782,1783],"claude-sonnet-5","claude-opus-4-8","claude-haiku-4",[1785,1786,1787],"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",[1791,1792,1793],"macos","linux","windows",[1795,1801,1806,1810],{"plan":1796,"price":1797,"limit":1798,"cn_pay":1799,"note":1800},"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":1802,"price":1496,"limit":1803,"cn_pay":1804,"note":1805},"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":1807,"price":1051,"limit":1808,"cn_pay":1804,"note":1809},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":1811,"price":1064,"limit":1812,"cn_pay":1804,"note":1813},"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",[1817,1818,1819,1820,1821,1822],"ai-coding\u002Fclaude-md-best-practice","ai-coding\u002Fagents-md-protocol","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Flong-task-with-claude-code","ai-coding\u002Fchina-developer-stack","ai-agent\u002Fmcp-from-zero",[1824,1825,1826,1827,1828,1829,1830],"ai-coding-tool-decision-tree","aider-deep-review","claude-code-deep-review","claude-code-deep-dive","claude-skills-practice","codex-deep-review","cursor-deep-review",{"power":205,"ux":199,"price":193,"cn_support":187,"stability":199},{"title":441,"description":1775},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用",[1835,1837,1838,1840,1843,1844],{"title":1836,"url":1721},"Claude Code 官方文档",{"title":997,"url":995},{"title":1839,"url":494},"Claude Code CLI Reference",{"title":1841,"url":1842},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":496,"url":497},{"title":1845,"url":1728},"Claude Code Changelog（v2.1.x）","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[1848,1849,1850,1851,1852],"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",[1773,1855,1856,519,1857,1858],"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。","2WlX9nBK37eWbWvZIj2wJ_wgmeWOaAZS9ri3HTP_1go",1785666673061]