[{"data":1,"prerenderedAt":4225},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"alt-main-cursor":8,"alt-list-cursor":710},{"tools":4,"reviews":5},98,27,{"tools":4,"reviews":5,"playbooks":7,"news":5},23,{"id":9,"title":10,"alternatives":11,"api_compatible":16,"body":19,"category":590,"chinese_friendly":290,"cover":591,"description":592,"domestic":593,"extension":594,"faq":595,"free":614,"github":264,"languages":615,"lastVerified":618,"meta":619,"models":620,"navigation":614,"notSuitable":626,"opensource":593,"path":631,"pillar":632,"platforms":633,"priceTable":637,"pricing":665,"published":666,"relatedPlaybooks":667,"relatedReviews":671,"score":678,"self_host":593,"seo":679,"seoTitle":680,"slug":681,"sources":682,"stem":692,"suitable":693,"tagline":698,"tags":699,"updated":706,"verdict":707,"website":708,"__hash__":709},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fcursor.md","Cursor",[12,13,14,15],"coding\u002Fide\u002Ftrae","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fcodex",[17,18],"openai","anthropic",{"type":20,"value":21,"toc":573},"minimark",[22,27,77,80,83,90,136,151,157,161,164,184,203,206,210,216,221,230,234,244,248,254,258,300,303,414,419,422,460,464,470,474,486,489,529,532,559,569],[23,24,26],"h2",{"id":25},"tldr","TL;DR",[28,29,34,42,60],"div",{"className":30},[31,32,33],"card","p-5","my-4",[35,36,37,41],"p",{},[38,39,40],"strong",{},"一句话："," Cursor 是当前 AI IDE 综合体验的天花板。Composer 的多文件改写、Tab 的连续预测、@-symbol 的上下文召回三件套，加上 2026 年加上的 Cloud Agents 和 Bugbot，使「让 AI 真的写一段能跑的代码」这件事比纯插件方案高一个量级。",[35,43,44,47,48,51,52,55,56,59],{},[38,45,46],{},"2026 年最大变化：SpaceX 以 600 亿美元全股票收购 Cursor 母公司 Anysphere","（2026-06-16 签约，预计 Q3 交割）。收购带来 Colossus 超算算力与 xAI 联合训练——自研模型 ",[38,49,50],{},"Composer 2.5"," 与低价的 ",[38,53,54],{},"Grok 4.5","（用 Cursor 会话数据训练）先后落地，降低了对 Anthropic\u002FOpenAI 的依赖。当前版本已迭代到 ",[38,57,58],{},"3.11","。",[35,61,62,63,66,67,66,70,66,73,76],{},"代价是：",[38,64,65],{},"$20\u002F月起","、",[38,68,69],{},"国内访问不稳",[38,71,72],{},"2025-06 之后按 token 计费",[38,74,75],{},"频繁切 IP 容易封号","。重度用户月底真的会超额。",[23,78,79],{"id":79},"它到底是个什么",[35,81,82],{},"Cursor 是 VS Code 的 fork（不是插件，是独立编辑器），整套 UI \u002F 快捷键 \u002F 插件生态完全继承，但把 AI 当成一等公民重写了所有交互层。如果你今天用 VS Code，切到 Cursor 5 分钟就能上手，所有 keybindings \u002F 主题 \u002F 扩展都直接迁移。",[35,84,85,86,89],{},"它的护城河不是某一个 feature，而是",[38,87,88],{},"三件套乘以工程化","：",[91,92,93,108,114],"ol",{},[94,95,96,99,100,104,105,107],"li",{},[38,97,98],{},"Composer","（",[101,102,103],"code",{},"Cmd\u002FCtrl + I","）— 多文件 Agent，看完整个仓库后做 plan-then-act 改写；现在的 ",[38,106,50],{}," 是 Cursor 自研模型（85%+ 自主研发，以 Kimi K2.5 为底），已能在文件树尺度做重构。",[94,109,110,113],{},[38,111,112],{},"Tab 补全"," — 不只是补当前行，而是预测你的下一步光标位置 + 多行 diff。收购 Supermaven 后补全采纳率达 72%，是 GitHub Copilot 没追上的部分。",[94,115,116,119,120,123,124,127,128,131,132,135],{},[38,117,118],{},"@-symbol 上下文"," — ",[101,121,122],{},"@codebase"," 自动召回相关文件、",[101,125,126],{},"@docs"," 引外部文档、",[101,129,130],{},"@web"," 联网搜、",[101,133,134],{},"@git"," 看 diff，相当于 RAG + 工具调用都内嵌好了。",[35,137,138,139,142,143,146,147,150],{},"2026 年另加两件大件：",[38,140,141],{},"Cloud Agents","（云端 VM 跑长任务，3.5 起最多 10 个并行，",[101,144,145],{},"\u002Fmultitask"," 可拆最多 8 个子 Agent 各自独立 Git 分支）和 ",[38,148,149],{},"Bugbot","（PR 自动审查 + 自动 fix 提交）。",[35,152,153,156],{},[38,154,155],{},"版本迭代速度极快","：3.0（4 月，Agents Window 成主界面）→ 3.5（5-20，Cloud Agents 并行）→ 3.9（6-30，团队市场加入 MCP 与组织）→ 3.10（7-10，Side Chats + 对话搜索）→ 3.11（7-17，Slack 集成改进）；iOS 版 Cursor Mobile 已于 6-29 上线。",[23,158,160],{"id":159},"价格-计费重点","价格 & 计费（重点）",[35,162,163],{},"2025-06 起 Cursor 从「请求数」改成「按 token 配额」，引发过一轮社区反弹。当前的逻辑：",[165,166,167,174,181],"ul",{},[94,168,169,170,173],{},"每档套餐有",[38,171,172],{},"包含的美元额度","，按底层模型 API 价折算。",[94,175,176,177,180],{},"超出后",[38,178,179],{},"按需续费","（on-demand），月底结算。",[94,182,183],{},"重模型 \u002F 长上下文 \u002F MAX 模式吃额度最快。",[35,185,186,189,190,193,196,197,199,202],{},[38,187,188],{},"Pro $20\u002F月","：日常 Agent 使用够；如果天天 Composer + Background Agents，月底会冲到额度上限。",[191,192],"br",{},[38,194,195],{},"Pro+ \u002F Ultra","：$60+ \u002F $200\u002F月，给天天跑 Agent 的开发者。",[191,198],{},[38,200,201],{},"Teams $40\u002F用户\u002F月","：除了用量，主要买的是团队 Rules \u002F Skills 共享、团队级 Bugbot、SSO、隐私模式。",[35,204,205],{},"国内付款：结账页选 Alipay，可走支付宝。",[23,207,209],{"id":208},"真实任务实测基于公开示例归纳","真实任务实测（基于公开示例归纳）",[211,212,213],"blockquote",{},[35,214,215],{},"来源说明：以下场景为 Cursor 官方 Composer 文档与公开 YouTube 实测视频常见演示流程的整合，非 AIHO 编辑部全程亲测，仅作为「能不能干」的参考。",[217,218,220],"h3",{"id":219},"任务-1重构一个-800-行的-react-组件","任务 1：重构一个 800 行的 React 组件",[35,222,223,226,227,229],{},[101,224,225],{},"Cmd+I"," → \"把这个组件按业务拆 3 个子组件，提取自定义 hook\" → Composer 列出涉及文件 + 新建 hook → Accept All。",[191,228],{},"\n经验值：90 秒级别能跑完，约 18k input \u002F 6k output token；import 路径偶尔错一两行，需手动改。",[217,231,233],{"id":232},"任务-2跨仓库引用查找","任务 2：跨仓库引用查找",[35,235,236,238,239,127,241,243],{},[101,237,122],{}," 在 50k+ 行项目里召回相关文件、",[101,240,126],{},[101,242,130],{}," 联网搜。多数同类工具还停留在\"开个文件让 AI 看\"。",[217,245,247],{"id":246},"任务-3mcp-接入","任务 3：MCP 接入",[35,249,250,253],{},[101,251,252],{},"~\u002F.cursor\u002Fmcp.json"," 配 GitHub \u002F Linear \u002F Slack 或自建 MCP server，让 Agent 能直接调外部工具。2026-05 社区 MCP 注册表已超 200 个。",[23,255,257],{"id":256},"上手-5-分钟","上手 5 分钟",[259,260,265],"pre",{"className":261,"code":262,"language":263,"meta":264,"style":264},"language-bash shiki shiki-themes github-light github-dark","# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n# 2. 用 GitHub \u002F Google 登录\n# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n# 4. 打开任意项目 → Cmd+I 试 Composer\n# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n","bash","",[101,266,267,276,282,288,294],{"__ignoreMap":264},[268,269,272],"span",{"class":270,"line":271},"line",1,[268,273,275],{"class":274},"sJ8bj","# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n",[268,277,279],{"class":270,"line":278},2,[268,280,281],{"class":274},"# 2. 用 GitHub \u002F Google 登录\n",[268,283,285],{"class":270,"line":284},3,[268,286,287],{"class":274},"# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n",[268,289,291],{"class":270,"line":290},4,[268,292,293],{"class":274},"# 4. 打开任意项目 → Cmd+I 试 Composer\n",[268,295,297],{"class":270,"line":296},5,[268,298,299],{"class":274},"# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n",[23,301,302],{"id":302},"同类对比",[304,305,306,327],"table",{},[307,308,309],"thead",{},[310,311,312,316,318,321,324],"tr",{},[313,314,315],"th",{},"维度",[313,317,10],{},[313,319,320],{},"Claude Code",[313,322,323],{},"GitHub Copilot",[313,325,326],{},"Trae",[328,329,330,347,364,380,397],"tbody",{},[310,331,332,336,339,342,345],{},[333,334,335],"td",{},"形态",[333,337,338],{},"VS Code fork",[333,340,341],{},"终端 CLI",[333,343,344],{},"VS Code 插件",[333,346,338],{},[310,348,349,352,355,358,361],{},[333,350,351],{},"价格",[333,353,354],{},"$20\u002F月起 + 用量",[333,356,357],{},"包含在 Claude.ai $20\u002F月 \u002F Max",[333,359,360],{},"$10\u002F月",[333,362,363],{},"免费（国内版）\u002F $10\u002F月（国际 Pro）",[310,365,366,369,372,374,377],{},[333,367,368],{},"国内访问",[333,370,371],{},"需稳定代理",[333,373,371],{},[333,375,376],{},"需代理",[333,378,379],{},"国内版直连",[310,381,382,385,388,391,394],{},[333,383,384],{},"Agent 形态",[333,386,387],{},"Composer + Cloud Agents",[333,389,390],{},"全终端",[333,392,393],{},"Agent Mode",[333,395,396],{},"Builder + SOLO",[310,398,399,402,405,408,411],{},[333,400,401],{},"适合",[333,403,404],{},"IDE-first 全栈",[333,406,407],{},"终端 \u002F 后端 \u002F DevOps",[333,409,410],{},"老 VS Code 党",[333,412,413],{},"国内 \u002F 中文场景",[211,415,416],{},[35,417,418],{},"一句话区分：Cursor 是「GUI 全能型」，Claude Code 是「终端硬核派」，Copilot 是「便宜稳定但天花板低」，Trae 是「国内能用的 Cursor 替代」。",[23,420,421],{"id":421},"避坑清单",[91,423,424,430,436,442,448,454],{},[94,425,426,429],{},[38,427,428],{},"不要在多个 IP \u002F 设备频繁切换登录","，2025 之后 Cursor 风控严，账号一冻 24 小时起。",[94,431,432,435],{},[38,433,434],{},"检查 usage 仪表盘","，Pro 用户每周看一次额度。开 MAX 模式跑长任务前，预估 token 量。",[94,437,438,441],{},[38,439,440],{},"Cursor Rules 写短而精","，把超过 2000 字的项目说明拆成多个 .mdc 文件，否则每轮上下文吃得太多。",[94,443,444,447],{},[38,445,446],{},"Composer 改大文件前先 commit","，Accept All 偶有 import 错位，git 是后悔药。",[94,449,450,453],{},[38,451,452],{},"付费别走第三方账号","，官方明确表示只通过 cursor.com 直销，第三方账号可能被封。",[94,455,456,459],{},[38,457,458],{},"国内信用卡如果被拒","，先开支付宝、再开 Stripe 友好的虚拟卡（Wise \u002F WildCard），别反复试同一张。",[23,461,463],{"id":462},"适合-不适合","适合 \u002F 不适合",[35,465,466,467,469],{},"✅ 全栈开发者；习惯 VS Code 的人；多文件大改 \u002F Agent 长任务；已经在用 MCP 生态。",[191,468],{},"\n❌ 国内纯内网开发；JetBrains 重度用户；预算敏感的学生；对 usage-based 计费敏感的人。",[23,471,473],{"id":472},"市场地位2026-中","市场地位（2026 中）",[35,475,476,477,480,481,485],{},"Cursor 6 月初年化营收约 ",[38,478,479],{},"$4B","，服务 60% 财富 500 强，约 700 名员工。市占率从 2025-06 的 41% 回落到 2026-05 的 26%（",[482,483,320],"a",{"href":484},"\u002Fcoding\u002Fcli\u002Fclaude-code.html"," 约占赛道一半），但 SpaceX 收购带来的算力与自研模型资源，让它在下半年的竞争中重新握有底牌。三方估算显示，Cursor 接 Sonnet 5 后端时 SWE-bench 约 65.7%，默认配置约 51.7%。",[23,487,488],{"id":488},"相关阅读",[165,490,491,503,510,517],{},[94,492,493,494,498,499],{},"最新资讯：",[482,495,497],{"href":496},"\u002Fnews\u002F2026\u002Fspacex-acquires-cursor.html","SpaceX 600 亿美元收购 Cursor"," · ",[482,500,502],{"href":501},"\u002Fnews\u002F2026\u002Fgrok-4-5-release.html","Grok 4.5 与 Cursor 联合训练",[94,504,505,506],{},"配套 playbook：",[482,507,509],{"href":508},"\u002Fplaybook\u002Fcursor-rules-best-practice.html","Cursor Rules 最佳实践",[94,511,512,513],{},"同分类：",[482,514,516],{"href":515},"\u002Fcoding\u002Fide\u002F","AI IDE 全分类",[94,518,519,520,498,523,498,527],{},"替代品：",[482,521,326],{"href":522},"\u002Fcoding\u002Fide\u002Ftrae.html",[482,524,526],{"href":525},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Devin Desktop（原 Windsurf）",[482,528,320],{"href":484},[23,530,531],{"id":531},"来源",[165,533,534,542,549,556],{},[94,535,536,537],{},"官方定价页：",[482,538,539],{"href":539,"rel":540},"https:\u002F\u002Fcursor.com\u002Fpricing",[541],"nofollow",[94,543,544,545],{},"Composer 文档：",[482,546,547],{"href":547,"rel":548},"https:\u002F\u002Fdocs.cursor.com\u002Fcomposer",[541],[94,550,551,552],{},"Cursor 3.5 Cloud Agents 公告：",[482,553,554],{"href":554,"rel":555},"https:\u002F\u002Fcursor.com\u002Fchangelog",[541],[94,557,558],{},"第三方评测：ZBuild 2026 评测、Flexprice Cursor pricing 解析、Codersera 3.5 完整指南",[211,560,561],{},[35,562,563,564,568],{},"本卡片由 AIHO 编辑部基于以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[482,565,567],{"href":566},"mailto:hello@aiho.net","反馈邮箱"," 反馈更新。",[570,571,572],"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":264,"searchDepth":284,"depth":284,"links":574},[575,576,577,578,583,584,585,586,587,588,589],{"id":25,"depth":278,"text":26},{"id":79,"depth":278,"text":79},{"id":159,"depth":278,"text":160},{"id":208,"depth":278,"text":209,"children":579},[580,581,582],{"id":219,"depth":284,"text":220},{"id":232,"depth":284,"text":233},{"id":246,"depth":284,"text":247},{"id":256,"depth":278,"text":257},{"id":302,"depth":278,"text":302},{"id":421,"depth":278,"text":421},{"id":462,"depth":278,"text":463},{"id":472,"depth":278,"text":473},{"id":488,"depth":278,"text":488},{"id":531,"depth":278,"text":531},"ide","\u002Fimg\u002Ftools\u002Fcursor.webp","Cursor 2026 真实评测：SpaceX 以 600 亿美元收购后的最强 AI IDE，基于 VS Code，支持 Composer 2.5 多文件改写、Cloud Agents、MCP、Claude Sonnet 5 \u002F GPT-5.6 \u002F Grok 4.5 多模型和 Bugbot。本文整理最新版本、价格、支付宝付款、国内网络风险、封号避坑，以及和 Trae、Devin Desktop、Claude Code 的选择建议。",false,"md",[596,599,602,605,608,611],{"q":597,"a":598},"Cursor 国内能用吗？","可以，但需要全程稳定的代理。直连不稳，且高频切 IP 会触发账号风控。建议：固定家庭网 + 稳定代理，避免频繁切换。",{"q":600,"a":601},"Cursor Pro 多少钱？怎么付款？","$20\u002F月起。Pro 之外还有 Pro+ 和 Ultra（更高用量），Teams $40\u002F用户\u002F月。支持支付宝（结账页选 Alipay），也支持 Visa\u002FMastercard 国际信用卡。开发票需 Business \u002F Teams 计划。",{"q":603,"a":604},"Cursor 和 VS Code 区别？","Cursor 是 VS Code 的 fork，几乎所有 VS Code 插件都兼容。最大差异是内置 Composer（多文件 Agent）、Tab 智能补全、@-symbol 上下文检索，这三个 VS Code 原生没有。",{"q":606,"a":607},"Cursor 支持自定义 API（DeepSeek \u002F Qwen）吗？","支持。设置里可填 OpenAI \u002F Anthropic 兼容的 base_url 和 key，但 Composer \u002F Tab 等高级功能仅在自带模型上工作最好。",{"q":609,"a":610},"Cursor Rules 是什么？","项目根目录下的 .cursor\u002Frules\u002F*.mdc（新版）或 .cursorrules（旧版）文件，给 AI 提供项目级上下文（编码规范、技术栈、目录结构）。每次对话都会自动注入。",{"q":612,"a":613},"Background Agent \u002F Bugbot 是什么？","Background Agents 在云端 VM 异步跑任务，你可以同时做别的；Bugbot 是 PR 检查器，自动扫描漏洞和给 fix 建议（2026 起进 Pro 默认按量计费）。",true,[616,617],"zh","en","2026-08-02",{},[621,622,623,624,625],"claude-sonnet-5","gpt-5.6","grok-4.5","gemini-3-pro","composer-2.5",[627,628,629,630],"国内纯内网开发（连不上）","重度 JetBrains 用户（IDEA \u002F WebStorm \u002F GoLand）","预算敏感或学生（先试 Trae \u002F 通义灵码）","对 usage-based 计费高度敏感（2025-06 之后按 token 计费，重度用户月底容易超）","\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","coding",[634,635,636],"windows","macos","linux",[638,644,650,655,660],{"plan":639,"price":640,"limit":641,"cn_pay":642,"note":643},"Hobby (Free)","$0","Agent 限量 + Tab 补全限量","❌","仅试用，不可付费",{"plan":645,"price":646,"limit":647,"cn_pay":648,"note":649},"Pro","$20\u002F月","扩展 Agent + 前沿模型 + Cloud Agents + Bugbot（按量）","✅ 支付宝","个人主力档",{"plan":195,"price":651,"limit":652,"cn_pay":653,"note":654},"$60+ \u002F $200\u002F月","更高用量配额，Agent 重度用户","✅","天天跑 Agent 的开发者",{"plan":656,"price":657,"limit":658,"cn_pay":653,"note":659},"Teams","$40\u002F用户\u002F月","团队计费 + SSO + 团队 Rules \u002F Skills \u002F 共享 Bugbot","团队档",{"plan":661,"price":662,"limit":663,"cn_pay":653,"note":664},"Enterprise","Custom","Pool 用量 \u002F SCIM \u002F 审计 \u002F 仓库与模型访问控制","大型组织","Free \u002F Pro $20\u002Fmo \u002F Pro+ \u002F Ultra \u002F Teams $40\u002Fuser\u002Fmo \u002F Enterprise","2026-06-18",[668,669,670],"ai-coding\u002Fcursor-rules-best-practice","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Fcursor-vs-claude-code-when-to-use",[672,673,674,675,676,677],"ai-coding-tool-decision-tree","cursor-deep-review","cursor-vs-windsurf-vs-trae","qoder-deep-review","trae-deep-review","windsurf-deep-review",{"power":296,"ux":296,"price":284,"cn_support":284,"stability":290},{"title":10,"description":592},"Cursor 评测 2026：SpaceX 收购后的最强 AI IDE？价格、模型与国内避坑","coding\u002Fide\u002Fcursor",[683,685,687,689],{"title":684,"url":539},"Cursor 官方定价页",{"title":686,"url":547},"Cursor Composer 官方文档",{"title":688,"url":554},"Cursor Changelog（3.9–3.11）",{"title":690,"url":691},"SpaceX 收购 Anysphere（Reuters\u002FSEC）","https:\u002F\u002Fwww.reuters.com\u002Ftechnology\u002F","tools\u002Fcoding\u002Fide\u002Fcursor",[694,695,696,697],"全栈开发者（前端 \u002F 后端 \u002F 全栈一把抓）","习惯 VS Code 不想换编辑器的人","需要多文件大改、Agent 长任务的人","已经在用 MCP 生态（GitHub \u002F Linear \u002F Slack 等）的团队","AI 原生代码编辑器，Composer 多文件改写一时无两（现为 SpaceX 子公司）",[590,700,701,702,703,704,705],"agent-mode","composer","mcp","vscode-fork","bugbot","background-agent","2026-07-20","SpaceX 收购后资源更足、自研模型加持；如果不在乎价格和网络，这是开发者第一选择；如果在乎，先看 Trae \u002F Claude Code。","https:\u002F\u002Fcursor.com","vww7kN49iNqNo2dyRLS1_4hVRJ2bDccVwiFMT5YtpBE",[711,1336,2201,3480],{"id":712,"title":326,"alternatives":713,"api_compatible":716,"body":720,"category":590,"chinese_friendly":296,"cover":1254,"description":1255,"domestic":614,"extension":594,"faq":1256,"free":614,"github":264,"languages":1272,"lastVerified":618,"meta":1273,"models":1274,"navigation":614,"notSuitable":1281,"opensource":593,"path":1285,"pillar":632,"platforms":1286,"priceTable":1287,"pricing":1302,"published":666,"relatedPlaybooks":1303,"relatedReviews":1307,"score":1308,"self_host":593,"seo":1309,"seoTitle":1310,"slug":12,"sources":1311,"stem":1320,"suitable":1321,"tagline":1326,"tags":1327,"updated":1333,"verdict":1334,"website":1206,"__hash__":1335},"tools\u002Ftools\u002Fcoding\u002Fide\u002Ftrae.md",[681,13,714,715],"coding\u002Fcopilot\u002Ftongyi-lingma","coding\u002Fcopilot\u002Fcodebuddy",[717,718,719],"字节豆包","OpenAI","Anthropic",{"type":20,"value":721,"toc":1238},[722,724,739,741,744,770,773,817,819,894,899,903,908,912,915,919,922,926,929,931,973,975,1104,1106,1144,1146,1152,1154,1197,1199,1229,1236],[23,723,26],{"id":25},[28,725,727,736],{"className":726},[31,32,33],[35,728,729,731,732,735],{},[38,730,40],{}," Trae 是字节做的 AI IDE，",[38,733,734],{},"国内版完全免费 + 不需要代理 + 中文体验一流","，是目前国内开发者最接近「Cursor 替代」的选择。海外用户可用国际版（Pro $10\u002F月，仅 Cursor 一半价）。",[35,737,738],{},"天花板略低于 Cursor + Claude Sonnet 4.5 MAX 模式，但日常 90% 任务够用。",[23,740,79],{"id":79},[35,742,743],{},"Trae 是 VS Code 的 fork，UI \u002F 快捷键 \u002F 插件全继承，但所有 AI 交互层重写。和 Cursor 是镜像关系，差异主要在：",[165,745,746,752,758,764],{},[94,747,748,751],{},[38,749,750],{},"国内访问稳定","：trae.com.cn 直接走国内 CDN，零代理。",[94,753,754,757],{},[38,755,756],{},"模型默认走国产","：豆包 1.5-pro \u002F DeepSeek V3 \u002F Kimi K2-0905 \u002F Doubao-Seed-1.8 等，国内版全部免费无限调用。",[94,759,760,763],{},[38,761,762],{},"国际版接入海外主流","：Claude 3.5\u002F3.7\u002F4 Sonnet、GPT-4.1\u002F4o\u002F5.2、Gemini 2.5 Pro\u002F3 Flash、DeepSeek-R1。",[94,765,766,769],{},[38,767,768],{},"全中文优先","：从安装向导到错误提示全中文化，错误信息直接说「数组越界发生在 src\u002Futils.js 第 47 行」。",[35,771,772],{},"特色功能：",[91,774,775,781,787,793,799,805,811],{},[94,776,777,780],{},[38,778,779],{},"Builder 模式"," — 自然语言生成完整项目。输入「做个春节接福小游戏」，自动拆任务 + 配环境 + 出可跑代码。10 分钟搭基础项目。",[94,782,783,786],{},[38,784,785],{},"Chat 编程"," — 实时对话排错，类似 Cursor Chat。",[94,788,789,792],{},[38,790,791],{},"图像转代码"," — 上传 Figma \u002F UI 截图，AI 解析布局 + 输出响应式 HTML\u002FCSS。",[94,794,795,798],{},[38,796,797],{},"Webview 实时预览"," — 改前端代码即所见即所得，热重载 \u003C 300ms。",[94,800,801,804],{},[38,802,803],{},"SOLO 模式（国际版）"," — Agent 全自动跑 200 轮工具调用、上下文 200k，按 token 计费。",[94,806,807,810],{},[38,808,809],{},"多模型自由切换"," — 同一编辑器里一键切 Claude \u002F GPT \u002F 豆包 \u002F DeepSeek，国内版全部免费。",[94,812,813,816],{},[38,814,815],{},"一键迁移 VS Code \u002F Cursor 配置"," — 首次启动自动识别本地插件、ESLint、主题。",[23,818,351],{"id":351},[304,820,821,836],{},[307,822,823],{},[310,824,825,828,830,833],{},[313,826,827],{},"档位",[313,829,351],{},[313,831,832],{},"模型",[313,834,835],{},"限制",[328,837,838,854,867,880],{},[310,839,840,845,848,851],{},[333,841,842],{},[38,843,844],{},"国内版",[333,846,847],{},"免费",[333,849,850],{},"豆包 \u002F DeepSeek \u002F Kimi \u002F Doubao-Seed",[333,852,853],{},"无限调用",[310,855,856,859,861,864],{},[333,857,858],{},"国际版 Free",[333,860,640],{},[333,862,863],{},"Claude \u002F GPT \u002F Gemini",[333,865,866],{},"5000 补全 \u002F 月 + 1000 高级模型 + 60 超级模型",[310,868,869,872,874,877],{},[333,870,871],{},"国际版 Pro",[333,873,360],{},[333,875,876],{},"全模型",[333,878,879],{},"无限补全 + 无限高级模型 + 600 快速队列超级模型",[310,881,882,885,888,891],{},[333,883,884],{},"限时容量包",[333,886,887],{},"$3 \u002F $7 \u002F $12",[333,889,890],{},"—",[333,892,893],{},"100 \u002F 300 \u002F 600 额外快速队列（Pro 加购）",[211,895,896],{},[35,897,898],{},"国际版可付服务的国家\u002F地区目前覆盖东南亚、欧洲、美洲、澳洲、非洲共 30+ 国，中国大陆建议直接用国内版。",[23,900,902],{"id":901},"真实任务实测基于公开素材归纳","真实任务实测（基于公开素材归纳）",[211,904,905],{},[35,906,907],{},"来源说明：以下场景为 Trae 官方文档与火山引擎社区演示流程归纳，非 AIHO 编辑部全程亲测。",[217,909,911],{"id":910},"任务-1vue-组件一键生成","任务 1：Vue 组件一键生成",[35,913,914],{},"Chat 里输入「写一个带表单校验的登录组件，UI 用 Element Plus」→ 直接输出可跑代码 + 自动 import 依赖。比 Cursor Composer 体感慢半秒（豆包响应略慢于 Claude），但代码质量相近。",[217,916,918],{"id":917},"任务-2截图转代码","任务 2：截图转代码",[35,920,921],{},"Builder 模式上传一张 Figma 商品卡片截图，约 90 秒内出带 hover 效果的组件代码（响应式 HTML + Tailwind）。多模态融合做得不错，但复杂动效细节仍需手动微调。",[217,923,925],{"id":924},"任务-3跨文件重构","任务 3：跨文件重构",[35,927,928],{},"Trae 的 Chat 能看到整个项目上下文（基于实时代码索引仓库），重构一个 500 行的 Pinia store 大约 60-90 秒搞定，准确率与 Cursor 同档。",[23,930,257],{"id":256},[259,932,934],{"className":261,"code":933,"language":263,"meta":264,"style":264},"# 国内：https:\u002F\u002Fwww.trae.com.cn 下载\n# 国际：https:\u002F\u002Fwww.trae.ai 下载\n\n# 1. 启动 → 用手机号 \u002F 邮箱登录\n# 2. 一键导入 VS Code 配置（首次启动会问）\n# 3. 默认模型选豆包 1.5-pro（国内版）或 Claude Sonnet 4（国际版）\n# 4. Cmd\u002FCtrl + I 开 Chat，Cmd\u002FCtrl + L 开 Builder\n",[101,935,936,941,946,951,956,961,967],{"__ignoreMap":264},[268,937,938],{"class":270,"line":271},[268,939,940],{"class":274},"# 国内：https:\u002F\u002Fwww.trae.com.cn 下载\n",[268,942,943],{"class":270,"line":278},[268,944,945],{"class":274},"# 国际：https:\u002F\u002Fwww.trae.ai 下载\n",[268,947,948],{"class":270,"line":284},[268,949,950],{"emptyLinePlaceholder":614},"\n",[268,952,953],{"class":270,"line":290},[268,954,955],{"class":274},"# 1. 启动 → 用手机号 \u002F 邮箱登录\n",[268,957,958],{"class":270,"line":296},[268,959,960],{"class":274},"# 2. 一键导入 VS Code 配置（首次启动会问）\n",[268,962,964],{"class":270,"line":963},6,[268,965,966],{"class":274},"# 3. 默认模型选豆包 1.5-pro（国内版）或 Claude Sonnet 4（国际版）\n",[268,968,970],{"class":270,"line":969},7,[268,971,972],{"class":274},"# 4. Cmd\u002FCtrl + I 开 Chat，Cmd\u002FCtrl + L 开 Builder\n",[23,974,302],{"id":302},[304,976,977,995],{},[307,978,979],{},[310,980,981,983,986,989,992],{},[313,982,315],{},[313,984,985],{},"Trae 国内版",[313,987,988],{},"Cursor Pro",[313,990,991],{},"Windsurf",[313,993,994],{},"通义灵码",[328,996,997,1014,1028,1041,1057,1073,1088],{},[310,998,999,1001,1005,1008,1011],{},[333,1000,351],{},[333,1002,1003],{},[38,1004,847],{},[333,1006,1007],{},"$20\u002F月+用量",[333,1009,1010],{},"$15\u002F月",[333,1012,1013],{},"个人免费",[310,1015,1016,1018,1021,1023,1025],{},[333,1017,335],{},[333,1019,1020],{},"独立 IDE",[333,1022,1020],{},[333,1024,1020],{},[333,1026,1027],{},"VS Code \u002F JetBrains 插件",[310,1029,1030,1033,1035,1037,1039],{},[333,1031,1032],{},"国内直连",[333,1034,653],{},[333,1036,642],{},[333,1038,642],{},[333,1040,653],{},[310,1042,1043,1046,1049,1052,1054],{},[333,1044,1045],{},"默认模型",[333,1047,1048],{},"豆包 1.5-pro",[333,1050,1051],{},"Claude\u002FGPT",[333,1053,1051],{},[333,1055,1056],{},"通义千问",[310,1058,1059,1062,1065,1067,1070],{},[333,1060,1061],{},"上下文召回",[333,1063,1064],{},"@-symbol",[333,1066,1064],{},[333,1068,1069],{},"Cascade",[333,1071,1072],{},"@workspace",[310,1074,1075,1078,1081,1083,1085],{},[333,1076,1077],{},"多文件 Agent",[333,1079,1080],{},"Builder",[333,1082,98],{},[333,1084,1069],{},[333,1086,1087],{},"部分",[310,1089,1090,1092,1095,1098,1101],{},[333,1091,401],{},[333,1093,1094],{},"国内全栈",[333,1096,1097],{},"海外全栈",[333,1099,1100],{},"海外重 Agent",[333,1102,1103],{},"JetBrains 党",[23,1105,421],{"id":421},[91,1107,1108,1114,1120,1126,1132,1138],{},[94,1109,1110,1113],{},[38,1111,1112],{},"国内版 ≠ 国际版","，账号互不相通，下载安装包注意别下错。",[94,1115,1116,1119],{},[38,1117,1118],{},"海外有 Claude 限制","：港澳地区 Claude 系列暂不可用，需用 GPT 或 Gemini 替代。",[94,1121,1122,1125],{},[38,1123,1124],{},"Pro 退款窗口仅 24 小时且未使用过权益","，订阅前先用 Free 跑一遍流程。",[94,1127,1128,1131],{},[38,1129,1130],{},"插件生态仍在追","：Trae 的 MCP \u002F 第三方扩展数量不及 Cursor，深度集成场景可能需要 fallback 到 VS Code。",[94,1133,1134,1137],{},[38,1135,1136],{},"企业版需要单独询价","，且只通过官方销售渠道，不要从第三方买。",[94,1139,1140,1143],{},[38,1141,1142],{},"Builder 模式生成的代码质量随提示词复杂度下降","，超过 3 个功能模块的复杂项目建议拆成多次 Chat。",[23,1145,463],{"id":462},[35,1147,1148,1149,1151],{},"✅ 国内开发者（零代理）；预算敏感（免费档够用）；中文 prompt 重度用户；想试 AI IDE 但不想花钱的人。",[191,1150],{},"\n❌ 需要 Claude MAX 模式 + 长上下文 + 极致质量的人；JetBrains 重度用户；MCP 生态深度依赖者。",[23,1153,488],{"id":488},[165,1155,1156,1163,1170,1177,1183,1187],{},[94,1157,1158,1159],{},"对比选型：",[482,1160,1162],{"href":1161},"\u002Fcompare\u002Fcursor-vs-trae.html","Cursor vs Trae：国内开发者怎么选",[94,1164,1165,1166],{},"新手教程：",[482,1167,1169],{"href":1168},"\u002Fplaybook\u002Fonboarding\u002Ftrae-getting-started.html","Trae 新手上手指南",[94,1171,1172,1173],{},"进阶教程：",[482,1174,1176],{"href":1175},"\u002Fplaybook\u002Fonboarding\u002Ftrae-builder-solo-guide.html","Trae Builder 和 SOLO 模式怎么用",[94,1178,505,1179],{},[482,1180,1182],{"href":1181},"\u002Fplaybook\u002Ftrae-vs-cursor.html","Trae vs Cursor 怎么选",[94,1184,512,1185],{},[482,1186,516],{"href":515},[94,1188,519,1189,498,1192,498,1194],{},[482,1190,10],{"href":1191},"\u002Fcoding\u002Fide\u002Fcursor.html",[482,1193,991],{"href":525},[482,1195,994],{"href":1196},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html",[23,1198,531],{"id":531},[165,1200,1201,1208,1215,1222],{},[94,1202,1203,1204],{},"官网（国内版）：",[482,1205,1206],{"href":1206,"rel":1207},"https:\u002F\u002Fwww.trae.com.cn",[541],[94,1209,1210,1211],{},"官网（国际版）：",[482,1212,1213],{"href":1213,"rel":1214},"https:\u002F\u002Fwww.trae.ai",[541],[94,1216,1217,1218],{},"计费文档：",[482,1219,1220],{"href":1220,"rel":1221},"https:\u002F\u002Fwww.w3cschool.cn\u002Ftraedocs\u002Ftrae-ide-billing.html",[541],[94,1223,1224,1225],{},"模型更新公告：",[482,1226,1227],{"href":1227,"rel":1228},"https:\u002F\u002Fdeveloper.volcengine.com\u002Farticles\u002F7598410724993728521",[541],[211,1230,1231],{},[35,1232,1233,1234,568],{},"本卡片由 AIHO 编辑部根据以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[482,1235,567],{"href":566},[570,1237,572],{},{"title":264,"searchDepth":284,"depth":284,"links":1239},[1240,1241,1242,1243,1248,1249,1250,1251,1252,1253],{"id":25,"depth":278,"text":26},{"id":79,"depth":278,"text":79},{"id":351,"depth":278,"text":351},{"id":901,"depth":278,"text":902,"children":1244},[1245,1246,1247],{"id":910,"depth":284,"text":911},{"id":917,"depth":284,"text":918},{"id":924,"depth":284,"text":925},{"id":256,"depth":278,"text":257},{"id":302,"depth":278,"text":302},{"id":421,"depth":278,"text":421},{"id":462,"depth":278,"text":463},{"id":488,"depth":278,"text":488},{"id":531,"depth":278,"text":531},"\u002Fimg\u002Ftools\u002Ftrae.webp","Trae 2026 真实评测：字节 AI IDE 国内版免费、无需代理，支持豆包、DeepSeek、Kimi 等模型。对比 Cursor、Windsurf、MarsCode，整理价格、Builder\u002FSOLO 模式、中文体验和适合人群，帮国内开发者判断是否值得换用。",[1257,1260,1263,1266,1269],{"q":1258,"a":1259},"Trae 国内版和国际版有什么区别？","国内版（trae.com.cn）完全免费，模型走豆包 1.5-pro 和优化的 DeepSeek 系列，全中文 UI；国际版（trae.ai）有 Free \u002F Pro 两档，Pro $10\u002F月，接入 Claude \u002F GPT \u002F Gemini 等海外主流模型。注意：Claude 系列在中国港澳暂不可用。",{"q":1261,"a":1262},"Trae 真的免费吗？怎么赚钱？","国内版目前长期免费，靠字节的算力补贴，等同于豆包 \u002F 即梦的获客逻辑。海外版才有付费档。",{"q":1264,"a":1265},"Trae Builder \u002F SOLO 模式是什么？","Builder 是「自然语言生成完整项目」模式，类似 Bolt.new 思路，10 分钟搭基础项目；SOLO 是 Trae 国际版的 Agent 全自动模式，能跑 200 轮工具调用、200k 上下文窗口（按 token 计费）。",{"q":1267,"a":1268},"和 Cursor 比怎么样？","GUI 完全一致（都是 VS Code fork），Composer ≈ Trae 的 Chat + Builder；中文场景 Trae 体感更顺、不卡；模型天花板 Cursor 仍更强（特别是开 MAX）；生态插件 Cursor 多。看你怎么选。",{"q":1270,"a":1271},"支持哪些 IDE？","Trae 本身就是独立 IDE（VS Code fork），不是插件。如果你想保留 JetBrains \u002F VS Code 原版，看通义灵码 \u002F CodeBuddy。",[616,617],{},[1275,1276,1277,1278,1279,1280],"doubao-seed-1.8","deepseek-v3","claude-sonnet-4","gpt-4o","gemini-2.5-pro","kimi-k2",[1282,1283,1284],"需要极致 SOTA 模型（Cursor 的 MAX 模式 + Claude Sonnet 4.5 仍领先）","重度 JetBrains 用户","需要 Cursor MCP 生态深度集成的人（Trae MCP 生态仍在追）","\u002Ftools\u002Fcoding\u002Fide\u002Ftrae",[634,635,636],[1288,1291,1294,1298],{"plan":844,"price":847,"limit":1289,"cn_pay":847,"note":1290},"Doubao \u002F DeepSeek \u002F Kimi 等国产模型免费无限调用","国内开发者首选",{"plan":858,"price":640,"limit":1292,"cn_pay":890,"note":1293},"5000 次补全 + 1000 次高级模型 + 60 次超级模型\u002F月","海外免费档",{"plan":871,"price":360,"limit":1295,"cn_pay":1296,"note":1297},"无限补全 + 无限高级模型 + 600 次快速队列超级模型","支付宝可付","$10 起，超过 Cursor $20 一半",{"plan":884,"price":887,"limit":1299,"cn_pay":1300,"note":1301},"100 \u002F 300 \u002F 600 次快速队列问答（30 天有效）","支付宝","Pro 用户加购","国内版免费 \u002F 国际版 Free \u002F Pro $10\u002F月",[1304,1305,1306,669],"onboarding\u002Ftrae-getting-started","onboarding\u002Ftrae-builder-solo-guide","ai-coding\u002Ftrae-vs-cursor",[672,673,674,675,676,677],{"power":290,"ux":296,"price":296,"cn_support":296,"stability":290},{"title":326,"description":1255},"Trae 评测 2026：字节 AI IDE，国内免费 Cursor 平替",[1312,1314,1316,1318],{"title":1313,"url":1206},"Trae 官网（国内版）",{"title":1315,"url":1213},"Trae 官网（国际版）",{"title":1317,"url":1220},"Trae IDE 国际版套餐与计费",{"title":1319,"url":1227},"火山引擎社区 Trae 更新公告","tools\u002Fcoding\u002Fide\u002Ftrae",[1322,1323,1324,1325],"国内开发者（不想折腾代理）","学生 \u002F 预算敏感人群","中文 prompt 重度用户","习惯 VS Code 但想试 AI IDE 的人","字节出品的 AI IDE，国内访问稳定 + 长期免费",[590,1328,1329,1330,703,1331,1332],"bytedance","free","china","builder-mode","multi-model","2026-06-24","国内 Cursor 平替首选。免费 + 中文一流 + 不需要代理；天花板略低于 Cursor 但够用。海外用户可用国际版（功能略丰富，需付费）。","NK0PctRcdPcq-89MU263Sgmi8q-4Z0x1ssyvGW0QCpI",{"id":1337,"title":1338,"alternatives":1339,"api_compatible":1342,"body":1344,"category":590,"chinese_friendly":284,"cover":2149,"description":2150,"domestic":593,"extension":594,"faq":2151,"free":614,"github":2151,"languages":2152,"lastVerified":618,"meta":2153,"models":2151,"navigation":614,"notSuitable":2151,"opensource":593,"path":2154,"pillar":632,"platforms":2155,"priceTable":2156,"pricing":2170,"published":666,"relatedPlaybooks":2151,"relatedReviews":2171,"score":2172,"self_host":593,"seo":2173,"seoTitle":2174,"slug":13,"sources":2175,"stem":2192,"suitable":2151,"tagline":2193,"tags":2194,"updated":706,"verdict":2198,"website":2199,"__hash__":2200},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md","Windsurf（已更名 Devin Desktop）",[681,12,1340,1341],"coding\u002Fide\u002Fzed","coding\u002Fcli\u002Fcline",[718,719,1343],"Google",{"type":20,"value":1345,"toc":2132},[1346,1348,1386,1391,1394,1398,1413,1419,1433,1441,1455,1463,1483,1487,1496,1500,1503,1506,1526,1530,1537,1608,1613,1624,1632,1634,1675,1678,1699,1702,1733,1736,1879,1884,1898,1903,1934,1936,1998,2000,2003,2023,2026,2045,2047,2103,2105,2123,2129],[23,1347,26],{"id":25},[28,1349,1351,1381],{"className":1350},[31,32,33],[35,1352,1353,1356,1357,1360,1361,1364,1365,1368,1369,1372,1373,1376,1377,1380],{},[38,1354,1355],{},"⚠️ 重大变更（2026-06\u002F07）："," Windsurf 已于 ",[38,1358,1359],{},"2026-06-02 更名为 Devin Desktop","（OTA 自动更新），并入 Cognition 的统一 Devin 品牌矩阵（Cloud \u002F Desktop \u002F CLI \u002F Review）。招牌 Agent ",[38,1362,1363],{},"Cascade 已于 2026-07-01 EOL","，由 Rust 重写的 ",[38,1366,1367],{},"Devin Local"," 取代——token 效率 +30%、支持子 Agent、Fast Context 用 SWE-grep 检索快约 20x、沙盒化执行，并支持 ",[38,1370,1371],{},"ACP","（Zed 的 Agent Client Protocol，可跑 Codex \u002F Claude Agent \u002F OpenCode + Devin Local）。",[101,1374,1375],{},"surf"," 命令改为 ",[101,1378,1379],{},"devin-desktop","，定价不变，完整 IDE 能力保留。",[35,1382,1383,1385],{},[38,1384,40],{}," 原 Windsurf 是 VS Code fork 基底的 AI-first IDE，免费档比 Cursor 大方、补全（Supercomplete）体感快；如今它是 Devin 生态的桌面入口，Agent Command Center（Spaces、Kanban）成主界面。Windsurf 的 JetBrains 插件保留原名。",[211,1387,1388],{},[35,1389,1390],{},"来源说明：本文基于 devin.ai \u002F windsurf.com 官方页面与更名 FAQ、docs.devin.ai 文档、多份独立评测（vibecoding.app \u002F eesel.ai \u002F openaitoolshub \u002F pecollective.com）综合整理。Cognition 的品牌 \u002F 产品结构变动较快，请以最新官方信息为准。",[23,1392,1393],{"id":1393},"核心特性",[217,1395,1397],{"id":1396},"devin-local接棒-cascade与原-cascade-引擎","Devin Local（接棒 Cascade）与原 Cascade 引擎",[211,1399,1400],{},[35,1401,1402,1405,1406,1409,1410,1412],{},[38,1403,1404],{},"注意","：下文描述的 Cascade 已于 ",[38,1407,1408],{},"2026-07-01 EOL","，由 ",[38,1411,1367],{}," 取代。Devin Local 用 Rust 重写，token 效率 +30%、支持子 Agent、Fast Context 检索快约 20x（SWE-grep）、沙盒化执行，并支持 ACP 跨 Agent 协议（同界面可切 Codex \u002F Claude Agent \u002F OpenCode）。以下 Cascade 的能力描述保留作为演进参照，多数已被 Devin Local 对齐或增强。",[35,1414,1415,1416,1418],{},"Cascade 曾是 Windsurf 对标 ",[482,1417,10],{"href":1191}," Composer 的多步骤 Agent。两种模式：",[165,1420,1421,1427],{},[94,1422,1423,1426],{},[38,1424,1425],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[94,1428,1429,1432],{},[38,1430,1431],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[35,1434,1435,1440],{},[482,1436,1439],{"href":1437,"rel":1438},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[541],"官方 Cascade 文档"," 公开的能力：",[165,1442,1443,1446,1449,1452],{},[94,1444,1445],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[94,1447,1448],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[94,1450,1451],{},"自动探测项目用的包管理器并装依赖",[94,1453,1454],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[35,1456,1457,1462],{},[482,1458,1461],{"href":1459,"rel":1460},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[541],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[165,1464,1465,1471,1477],{},[94,1466,1467,1470],{},[38,1468,1469],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[94,1472,1473,1476],{},[38,1474,1475],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[94,1478,1479,1482],{},[38,1480,1481],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[217,1484,1486],{"id":1485},"supercomplete补全速度优势","Supercomplete：补全速度优势",[35,1488,1489,1490,1495],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[482,1491,1494],{"href":1492,"rel":1493},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[541],"PE Collective 评测"," 描述：\"没有云端补全那种卡顿，suggestions 几乎瞬间出现\"。能预测下一行甚至连续几行（特别是 API route \u002F 测试用例这类重复模式）。",[217,1497,1499],{"id":1498},"flows上下文聊天","Flows：上下文聊天",[35,1501,1502],{},"Cascade 的对话界面，跨会话保留上下文。问完一个函数，追问它的测试，Flows 能记住前一轮在讨论什么。索引整个 codebase + 当前打开文件 + 最近编辑。",[217,1504,1505],{"id":1505},"其他",[165,1507,1508,1514,1520],{},[94,1509,1510,1513],{},[38,1511,1512],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[94,1515,1516,1519],{},[38,1517,1518],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[94,1521,1522,1525],{},[38,1523,1524],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[23,1527,1529],{"id":1528},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[35,1531,1532,1536],{},[482,1533,1535],{"href":1492,"rel":1534},[541],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[304,1538,1539,1554],{},[307,1540,1541],{},[310,1542,1543,1546,1548,1551],{},[313,1544,1545],{},"套餐",[313,1547,351],{},[313,1549,1550],{},"Credits",[313,1552,1553],{},"备注",[328,1555,1556,1569,1581,1595],{},[310,1557,1558,1561,1563,1566],{},[333,1559,1560],{},"Free",[333,1562,640],{},[333,1564,1565],{},"25 credits\u002F月",[333,1567,1568],{},"比 Cursor Free 体感更可用",[310,1570,1571,1573,1575,1578],{},[333,1572,645],{},[333,1574,1010],{},[333,1576,1577],{},"500 credits\u002F月",[333,1579,1580],{},"比 Cursor Pro 便宜 $5",[310,1582,1583,1586,1589,1592],{},[333,1584,1585],{},"Team",[333,1587,1588],{},"$30\u002Fseat\u002F月",[333,1590,1591],{},"更多 credits + SSO + 中央账单",[333,1593,1594],{},"中小团队",[310,1596,1597,1599,1602,1605],{},[333,1598,661],{},[333,1600,1601],{},"联系销售",[333,1603,1604],{},"定制",[333,1606,1607],{},"大企业 \u002F 合规",[35,1609,1610,89],{},[38,1611,1612],{},"Credit 消耗规则（社区共识，非官方明示）",[165,1614,1615,1618,1621],{},[94,1616,1617],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[94,1619,1620],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[94,1622,1623],{},"自带补全（Supercomplete）= 不算 credits",[35,1625,1626,1631],{},[482,1627,1630],{"href":1628,"rel":1629},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[541],"openaitoolshub 评测"," 真实使用感受：Pro $15 + 500 credits 对中度用户够用一个月；写得猛的话第二周就空，要加买 credit pack。",[23,1633,257],{"id":256},[259,1635,1637],{"className":261,"code":1636,"language":263,"meta":264,"style":264},"# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[101,1638,1639,1644,1661,1665,1670],{"__ignoreMap":264},[268,1640,1641],{"class":270,"line":271},[268,1642,1643],{"class":274},"# macOS\n",[268,1645,1646,1650,1654,1658],{"class":270,"line":278},[268,1647,1649],{"class":1648},"sScJk","brew",[268,1651,1653],{"class":1652},"sZZnC"," install",[268,1655,1657],{"class":1656},"sj4cs"," --cask",[268,1659,1660],{"class":1652}," windsurf\n",[268,1662,1663],{"class":270,"line":284},[268,1664,950],{"emptyLinePlaceholder":614},[268,1666,1667],{"class":270,"line":290},[268,1668,1669],{"class":274},"# Windows \u002F Linux\n",[268,1671,1672],{"class":270,"line":296},[268,1673,1674],{"class":274},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[35,1676,1677],{},"打开后：",[91,1679,1680,1683,1686,1693,1696],{},[94,1681,1682],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[94,1684,1685],{},"选择主题（VS Code 用户零迁移成本）",[94,1687,1688,1689,1692],{},"打开项目目录 → ",[101,1690,1691],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[94,1694,1695],{},"输入第一个 prompt，比如\"读完整个项目结构后告诉我这是什么项目\"",[94,1697,1698],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[23,1700,1701],{"id":1701},"国内使用注意事项",[91,1703,1704,1710,1716,1722],{},[94,1705,1706,1709],{},[38,1707,1708],{},"账号注册","：需要海外邮箱 + 偶发要海外手机；国内邮箱（QQ \u002F 163）有时被拒",[94,1711,1712,1715],{},[38,1713,1714],{},"网络","：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[94,1717,1718,1721],{},[38,1719,1720],{},"支付","：Pro 订阅只收海外卡，第三方代付方案少（不像 Cursor 有成熟代理）",[94,1723,1724,89,1727,1729,1730,1732],{},[38,1725,1726],{},"替代路径",[482,1728,326],{"href":522},"（字节 IDE，国内访问无门槛）或 ",[482,1731,10],{"href":1191},"（生态更成熟）",[23,1734,1735],{"id":1735},"与同类怎么选",[304,1737,1738,1760],{},[307,1739,1740],{},[310,1741,1742,1744,1746,1750,1754],{},[313,1743,315],{},[313,1745,991],{},[313,1747,1748],{},[482,1749,10],{"href":1191},[313,1751,1752],{},[482,1753,326],{"href":522},[313,1755,1756],{},[482,1757,1759],{"href":1758},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[328,1761,1762,1779,1794,1810,1824,1838,1851,1864],{},[310,1763,1764,1767,1770,1773,1776],{},[333,1765,1766],{},"Agent 模式",[333,1768,1769],{},"Cascade（激进）",[333,1771,1772],{},"Composer（保守）",[333,1774,1775],{},"类 Composer",[333,1777,1778],{},"ACP 协议接入",[310,1780,1781,1784,1787,1790,1792],{},[333,1782,1783],{},"补全速度",[333,1785,1786],{},"★★★★★ 自研模型",[333,1788,1789],{},"★★★★☆",[333,1791,1789],{},[333,1793,1789],{},[310,1795,1796,1799,1802,1805,1808],{},[333,1797,1798],{},"免费档慷慨度",[333,1800,1801],{},"★★★★☆ 25 credits",[333,1803,1804],{},"★★★☆☆",[333,1806,1807],{},"★★★★★ 中国无限制",[333,1809,1789],{},[310,1811,1812,1815,1817,1819,1822],{},[333,1813,1814],{},"Pro 价格",[333,1816,1010],{},[333,1818,646],{},[333,1820,1821],{},"国内免费",[333,1823,646],{},[310,1825,1826,1829,1831,1833,1836],{},[333,1827,1828],{},"国内可用性",[333,1830,1804],{},[333,1832,1804],{},[333,1834,1835],{},"★★★★★",[333,1837,1804],{},[310,1839,1840,1843,1845,1847,1849],{},[333,1841,1842],{},"多文件改动激进度",[333,1844,1835],{},[333,1846,1789],{},[333,1848,1789],{},[333,1850,1804],{},[310,1852,1853,1856,1858,1860,1862],{},[333,1854,1855],{},"稳定性",[333,1857,1789],{},[333,1859,1835],{},[333,1861,1789],{},[333,1863,1789],{},[310,1865,1866,1869,1872,1874,1876],{},[333,1867,1868],{},"生态（VS Code 扩展）",[333,1870,1871],{},"★★★★★ fork",[333,1873,1871],{},[333,1875,1871],{},[333,1877,1878],{},"★★★☆☆ 自家",[35,1880,1881,89],{},[38,1882,1883],{},"选 Windsurf 如果你",[165,1885,1886,1889,1892,1895],{},[94,1887,1888],{},"看重补全速度 + 多文件 Agent 的激进度",[94,1890,1891],{},"海外开发者 \u002F 已经能搞定支付和网络",[94,1893,1894],{},"免费档已经够用、不想付费",[94,1896,1897],{},"跑 Cursor 卡顿，想换个推理基础设施",[35,1899,1900,89],{},[38,1901,1902],{},"别选 Windsurf 如果你",[165,1904,1905,1911,1917,1927],{},[94,1906,1907,1908,1910],{},"国内 + 不想折腾代理（去 ",[482,1909,326],{"href":522},"）",[94,1912,1913,1914,1916],{},"重度使用 + 预算敏感（credit 制不划算，",[482,1915,10],{"href":1191}," 月费固定）",[94,1918,1919,1920,1922,1923,1910],{},"终端原生使用者（",[482,1921,320],{"href":484}," \u002F ",[482,1924,1926],{"href":1925},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[94,1928,1929,1930,1910],{},"完全开源洁癖（",[482,1931,1933],{"href":1932},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue.dev",[23,1935,421],{"id":421},[165,1937,1938,1944,1954,1964,1974,1986,1992],{},[94,1939,1940,1943],{},[38,1941,1942],{},"Credit 制下重度使用要算账","：500 credits 看着多，复杂 refactor 一次性吃掉 10-20 credits，月底空了得加 credit pack",[94,1945,1946,1949,1950,1953],{},[38,1947,1948],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[38,1951,1952],{},"犯错也更多","，commit 频率要拉高，方便回滚",[94,1955,1956,1959,1960,1963],{},[38,1957,1958],{},"多窗口隔离","：根据 ",[482,1961,1630],{"href":1628,"rel":1962},[541]," 实测，Cascade context 是按窗口隔离的——前后端在两个项目时跨项目协作有缺陷，需开 multi-root workspace",[94,1965,1966,89,1969,1973],{},[38,1967,1968],{},"Cascade 写文件失败的\"flaky\"",[482,1970,1972],{"href":1459,"rel":1971},[541],"dev.to 用户反馈"," 引用的常见问题，Cascade 偶发 \"cascade errors when trying to write files\"，重试或换模型可解",[94,1975,1976,1979,1980,1982,1983,1985],{},[38,1977,1978],{},"更名已落地，注意迁移","：Windsurf 已于 2026-06-02 更名 Devin Desktop，Cascade 于 07-01 EOL。老用户 OTA 自动更新，无需重装；但脚本里的 ",[101,1981,1375],{}," 命令要改为 ",[101,1984,1379],{},"，依赖 Cascade 的工作流需迁移到 Devin Local（功能对齐，部分交互不同），建议先在小项目验证再全面迁移",[94,1987,1988,1991],{},[38,1989,1990],{},"Rust \u002F Go 项目 LSP 不够全","：Cascade 的内嵌 LSP 比\"VS Code + Rust Analyzer 扩展\"功能少一些",[94,1993,1994,1997],{},[38,1995,1996],{},"VS Code 扩展库兼容性","：95%+ 兼容，但极少数靠 VS Code 私有 API 的扩展（如某些远程开发插件）会有问题",[23,1999,463],{"id":462},[35,2001,2002],{},"✅ 适合：",[165,2004,2005,2011,2014,2017,2020],{},[94,2006,2007,2008,2010],{},"想用比 ",[482,2009,10],{"href":1191}," 更激进的 Agent 模式",[94,2012,2013],{},"重视补全的瞬时响应",[94,2015,2016],{},"海外开发者 \u002F 能稳定上代理",[94,2018,2019],{},"VS Code 用户想\"原地升级\"",[94,2021,2022],{},"团队规模中小（5-20 人），SSO 需求",[35,2024,2025],{},"❌ 不适合：",[165,2027,2028,2034,2039,2042],{},[94,2029,2030,2031,2033],{},"国内首选 IDE（",[482,2032,326],{"href":522}," 更顺）",[94,2035,2036,2037,1910],{},"终端工作流为主（",[482,2038,320],{"href":484},[94,2040,2041],{},"需要私有部署 \u002F 数据不出网",[94,2043,2044],{},"反对一切 credit 制",[23,2046,488],{"id":488},[165,2048,2049,2059,2073,2088],{},[94,2050,493,2051,1922,2055],{},[482,2052,2054],{"href":2053},"\u002Fnews\u002F2026\u002Fwindsurf-devin-desktop.html","Windsurf 更名 Devin Desktop，Cascade 退役",[482,2056,2058],{"href":2057},"\u002Fnews\u002F2026\u002Fwindsurf-acquisition.html","Windsurf 被 Cognition 收购始末",[94,2060,2061,2062,1922,2064,1922,2066,1922,2068,1922,2070],{},"同类对比：",[482,2063,10],{"href":1191},[482,2065,326],{"href":522},[482,2067,1759],{"href":1758},[482,2069,320],{"href":484},[482,2071,323],{"href":2072},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html",[94,2074,2075,2076,1922,2080,1922,2084],{},"概念：",[482,2077,2079],{"href":2078},"\u002Fwiki\u002Fai-agent.html","AI Agent",[482,2081,2083],{"href":2082},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[482,2085,2087],{"href":2086},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[94,2089,2090,2091,1922,2095,1922,2099],{},"模型：",[482,2092,2094],{"href":2093},"\u002Fmodels\u002Fgpt-5-6.html","GPT-5.6",[482,2096,2098],{"href":2097},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[482,2100,2102],{"href":2101},"\u002Fmodels\u002Fdeepseek-v4.html","DeepSeek V4",[23,2104,531],{"id":531},[165,2106,2107,2114,2120],{},[94,2108,2109,2110],{},"官网：",[482,2111,2112],{"href":2112,"rel":2113},"https:\u002F\u002Fwindsurf.com",[541],[94,2115,2116,2117],{},"Cascade 文档：",[482,2118,1437],{"href":1437,"rel":2119},[541],[94,2121,2122],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[35,2124,2125,2126,2128],{},"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 ",[482,2127,567],{"href":566}," 反馈。",[570,2130,2131],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":264,"searchDepth":284,"depth":284,"links":2133},[2134,2135,2141,2142,2143,2144,2145,2146,2147,2148],{"id":25,"depth":278,"text":26},{"id":1393,"depth":278,"text":1393,"children":2136},[2137,2138,2139,2140],{"id":1396,"depth":284,"text":1397},{"id":1485,"depth":284,"text":1486},{"id":1498,"depth":284,"text":1499},{"id":1505,"depth":284,"text":1505},{"id":1528,"depth":278,"text":1529},{"id":256,"depth":278,"text":257},{"id":1701,"depth":278,"text":1701},{"id":1735,"depth":278,"text":1735},{"id":421,"depth":278,"text":421},{"id":462,"depth":278,"text":463},{"id":488,"depth":278,"text":488},{"id":531,"depth":278,"text":531},"\u002Fimg\u002Ftools\u002Fwindsurf.webp","Windsurf \u002F Devin Desktop 真实评测：Cognition 于 2026-06-02 将 Windsurf 更名 Devin Desktop，招牌 Agent Cascade 已于 07-01 EOL，由 Rust 重写的 Devin Local 取代（token 效率 +30%，支持 ACP 跨 Agent 协议）。AIHO 编辑部基于官方文档与多份独立评测整理，含最新变化、定价、与 Cursor 对比、避坑指南。",null,[616,617],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf",[634,635,636],[2157,2160,2164,2167],{"plan":1560,"price":640,"limit":2158,"cn_pay":890,"note":2159},"25 credits\u002F月，Cascade 基础访问","比 Cursor Free 体感强",{"plan":645,"price":1010,"limit":2161,"cn_pay":2162,"note":2163},"500 credits\u002F月，多模型","⚠️ 需海外卡","比 Cursor 便宜 $5",{"plan":1585,"price":1588,"limit":2165,"cn_pay":2166,"note":1594},"更高 credit + SSO","⚠️",{"plan":661,"price":1601,"limit":2168,"cn_pay":890,"note":2169},"VPC \u002F 审计 \u002F SOC2","大企业","Free 25 credits \u002F Pro $15\u002Fmo 500 credits \u002F Team $30\u002Fseat",[673,674,676,677],{"power":296,"ux":296,"price":290,"cn_support":284,"stability":290},{"title":1338,"description":2150},"Windsurf 评测 2026：Codeium 出品 AI IDE，现已更名 Devin Desktop",[2176,2178,2180,2183,2185,2187,2189],{"title":2177,"url":2112},"Windsurf 官方",{"title":2179,"url":1437},"Cascade 官方文档",{"title":2181,"url":2182},"Windsurf Review 2026 (vibecoding.app)","https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fwindsurf-review",{"title":2184,"url":1459},"Windsurf 评测 - eesel AI",{"title":2186,"url":1628},"Windsurf Honest Assessment",{"title":2188,"url":1492},"PE Collective 2026 Review",{"title":2190,"url":2191},"Windsurf → Devin Desktop 更名 FAQ","https:\u002F\u002Fdevin.ai\u002F","tools\u002Fcoding\u002Fide\u002Fwindsurf","原 Windsurf，2026-06 更名 Devin Desktop，Cascade 退役、Devin Local 接棒",[590,2195,2196,703,2197],"agent","cascade","codeium","已并入 Devin 生态。原 Cascade 已退役，接棒的 Devin Local（Rust 重写）更快更省且支持 ACP 跨 Agent；仍是免费档大方的 AI IDE，但需重新适应新品牌与新 Agent。","https:\u002F\u002Fdevin.ai","DGsX5EVDK7me3yKZnikMKO8a2cO1_6OEFSU8NmCKeDg",{"id":2202,"title":320,"alternatives":2203,"api_compatible":2205,"body":2206,"category":3412,"chinese_friendly":284,"cover":3413,"description":3414,"domestic":593,"extension":594,"faq":2151,"free":593,"github":3370,"languages":3415,"lastVerified":618,"meta":3416,"models":3417,"navigation":614,"notSuitable":3420,"opensource":593,"path":3424,"pillar":632,"platforms":3425,"priceTable":3426,"pricing":3445,"published":666,"relatedPlaybooks":2151,"relatedReviews":3446,"score":3451,"self_host":593,"seo":3452,"seoTitle":3453,"slug":14,"sources":3454,"stem":3467,"suitable":3468,"tagline":3474,"tags":3475,"updated":706,"verdict":3478,"website":3356,"__hash__":3479},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[15,2204,1341],"coding\u002Fcli\u002Faider",[18],{"type":20,"value":2207,"toc":3395},[2208,2210,2254,2259,2261,2265,2275,2305,2308,2312,2319,2354,2369,2373,2376,2531,2549,2553,2564,2641,2644,2648,2662,2665,2680,2760,2763,2780,2793,2801,2803,2963,2965,3005,3007,3159,3164,3178,3183,3201,3203,3299,3301,3348,3350,3388,3392],[23,2209,26],{"id":25},[28,2211,2213,2222,2233],{"className":2212},[31,32,33],[35,2214,2215,2217,2218,2221],{},[38,2216,40],{}," Anthropic 官方 CLI Agent，终端原生，长任务执行能力是目前体感最稳的一档。装好后在任何项目根目录跑 ",[101,2219,2220],{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[35,2223,2224,2225,2228,2229,2232],{},"最大价值是 ",[38,2226,2227],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[38,2230,2231],{},"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。",[35,2234,2235,2238,2239,2241,2242,2245,2246,2249,2250,2253],{},[38,2236,2237],{},"2026-07 最新进展","：核心模型已升级为 ",[482,2240,2098],{"href":2097},"（复杂任务用 Opus 4.8），1M 上下文；新增 ",[101,2243,2244],{},"\u002Ffork","（复制会话到后台并行）、",[101,2247,2248],{},"\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。",[38,2251,2252],{},"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。",[211,2255,2256],{},[35,2257,2258],{},"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。",[23,2260,1393],{"id":1393},[217,2262,2264],{"id":2263},"终端原生的-agent-体验","终端原生的 Agent 体验",[35,2266,2267,2268,2271,2272,2274],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[38,2269,2270],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[101,2273,2220],{},"，就进入了一个能读你整个 codebase 的对话环境。",[259,2276,2278],{"className":261,"code":2277,"language":263,"meta":264,"style":264},"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",[101,2279,2280,2288,2295],{"__ignoreMap":264},[268,2281,2282,2285],{"class":270,"line":271},[268,2283,2284],{"class":1656},"cd",[268,2286,2287],{"class":1652}," your-project\n",[268,2289,2290,2292],{"class":270,"line":278},[268,2291,2220],{"class":1648},[268,2293,2294],{"class":274},"                          # 进入交互模式\n",[268,2296,2297,2301],{"class":270,"line":284},[268,2298,2300],{"class":2299},"szBVR",">",[268,2302,2304],{"class":2303},"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",[35,2306,2307],{},"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。",[217,2309,2311],{"id":2310},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[35,2313,2314,2315,2318],{},"Claude Code 2.x 引入了 ",[482,2316,2317],{"href":2078},"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：",[259,2320,2322],{"className":261,"code":2321,"language":263,"meta":264,"style":264},"\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",[101,2323,2324,2331,2338,2346],{"__ignoreMap":264},[268,2325,2326,2328],{"class":270,"line":271},[268,2327,2248],{"class":1648},[268,2329,2330],{"class":274},"            # 派发独立子任务（2026-07 起取代内联子 agent）\n",[268,2332,2333,2335],{"class":270,"line":278},[268,2334,2244],{"class":1648},[268,2336,2337],{"class":274},"               # 复制当前会话到后台并行推进\n",[268,2339,2340,2343],{"class":270,"line":284},[268,2341,2342],{"class":1648},"\u002Fagents",[268,2344,2345],{"class":274},"             # 管理子代理\n",[268,2347,2348,2351],{"class":270,"line":290},[268,2349,2350],{"class":1648},"\u002Ftasks",[268,2352,2353],{"class":274},"              # 列出后台运行的子代理\n",[35,2355,2356,2357,2362,2363,2365,2366,2368],{},"据 ",[482,2358,2361],{"href":2359,"rel":2360},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[541],"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，",[101,2364,2248],{}," 取代了旧的内联子 agent 写法，",[101,2367,2244],{}," 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。",[217,2370,2372],{"id":2371},"slash-命令生产力关键","Slash 命令（生产力关键）",[35,2374,2375],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[304,2377,2378,2388],{},[307,2379,2380],{},[310,2381,2382,2385],{},[313,2383,2384],{},"命令",[313,2386,2387],{},"用途",[328,2389,2390,2404,2414,2427,2437,2447,2457,2467,2477,2487,2497,2507,2517],{},[310,2391,2392,2397],{},[333,2393,2394],{},[101,2395,2396],{},"\u002Finit",[333,2398,2399,2400,2403],{},"第一次进入仓库时跑，生成 ",[101,2401,2402],{},"CLAUDE.md","（项目记忆）",[310,2405,2406,2411],{},[333,2407,2408],{},[101,2409,2410],{},"\u002Fmemory",[333,2412,2413],{},"编辑长期记忆",[310,2415,2416,2421],{},[333,2417,2418],{},[101,2419,2420],{},"\u002Fclear",[333,2422,2423,2424,1910],{},"清空当前对话，重新开始（",[38,2425,2426],{},"最被低估的命令",[310,2428,2429,2434],{},[333,2430,2431],{},[101,2432,2433],{},"\u002Fcompact",[333,2435,2436],{},"长对话压缩，挽救快爆炸的 context window",[310,2438,2439,2444],{},[333,2440,2441],{},[101,2442,2443],{},"\u002Fcontext",[333,2445,2446],{},"显示当前 context 用量",[310,2448,2449,2454],{},[333,2450,2451],{},[101,2452,2453],{},"\u002Fplan",[333,2455,2456],{},"切到 plan 模式（只规划不执行）",[310,2458,2459,2464],{},[333,2460,2461],{},[101,2462,2463],{},"\u002Fmodel",[333,2465,2466],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[310,2468,2469,2474],{},[333,2470,2471],{},[101,2472,2473],{},"\u002Fdiff",[333,2475,2476],{},"看本轮所有改动",[310,2478,2479,2484],{},[333,2480,2481],{},[101,2482,2483],{},"\u002Fcode-review",[333,2485,2486],{},"对 diff 跑代码审查",[310,2488,2489,2494],{},[333,2490,2491],{},[101,2492,2493],{},"\u002Frewind",[333,2495,2496],{},"回滚到任意 checkpoint（代码 + 对话）",[310,2498,2499,2504],{},[333,2500,2501],{},[101,2502,2503],{},"\u002Fmcp",[333,2505,2506],{},"管理 MCP 服务器",[310,2508,2509,2514],{},[333,2510,2511],{},[101,2512,2513],{},"\u002Fdoctor",[333,2515,2516],{},"排查环境问题",[310,2518,2519,2528],{},[333,2520,2521,2524,2525],{},[101,2522,2523],{},"\u002Fresume"," ",[101,2526,2527],{},"\u002Fbranch",[333,2529,2530],{},"回到 \u002F fork 历史对话",[35,2532,2533,2538,2539,2541,2542,2544,2545,2548],{},[482,2534,2537],{"href":2535,"rel":2536},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[541],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[101,2540,2433],{},"（每 20-30 分钟一次防止 context drift）、",[101,2543,2420],{},"（新任务开新会话）、自定义命令（写在 ",[101,2546,2547],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[217,2550,2552],{"id":2551},"mcp-集成一等公民","MCP 集成（一等公民）",[35,2554,2555,2559,2560,2563],{},[482,2556,2558],{"href":2557},"\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 ",[101,2561,2562],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[259,2565,2569],{"className":2566,"code":2567,"language":2568,"meta":264,"style":264},"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",[101,2570,2571,2576,2584,2591,2605,2625,2630,2635],{"__ignoreMap":264},[268,2572,2573],{"class":270,"line":271},[268,2574,2575],{"class":2303},"{\n",[268,2577,2578,2581],{"class":270,"line":278},[268,2579,2580],{"class":1656},"  \"mcpServers\"",[268,2582,2583],{"class":2303},": {\n",[268,2585,2586,2589],{"class":270,"line":284},[268,2587,2588],{"class":1656},"    \"postgres\"",[268,2590,2583],{"class":2303},[268,2592,2593,2596,2599,2602],{"class":270,"line":290},[268,2594,2595],{"class":1656},"      \"command\"",[268,2597,2598],{"class":2303},": ",[268,2600,2601],{"class":1652},"\"npx\"",[268,2603,2604],{"class":2303},",\n",[268,2606,2607,2610,2613,2616,2619,2622],{"class":270,"line":296},[268,2608,2609],{"class":1656},"      \"args\"",[268,2611,2612],{"class":2303},": [",[268,2614,2615],{"class":1652},"\"@modelcontextprotocol\u002Fserver-postgres\"",[268,2617,2618],{"class":2303},", ",[268,2620,2621],{"class":1652},"\"postgresql:\u002F\u002F...\"",[268,2623,2624],{"class":2303},"]\n",[268,2626,2627],{"class":270,"line":963},[268,2628,2629],{"class":2303},"    }\n",[268,2631,2632],{"class":270,"line":969},[268,2633,2634],{"class":2303},"  }\n",[268,2636,2638],{"class":270,"line":2637},8,[268,2639,2640],{"class":2303},"}\n",[35,2642,2643],{},"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。",[217,2645,2647],{"id":2646},"后台-远程模式","后台 \u002F 远程模式",[35,2649,2650,2653,2654,2657,2658,2661],{},[101,2651,2652],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[101,2655,2656],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[101,2659,2660],{},"\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\"。",[23,2663,2664],{"id":2664},"价格与运行成本",[35,2666,2667,2668,2673,2674,2679],{},"根据 ",[482,2669,2672],{"href":2670,"rel":2671},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[541],"explainx.ai 2026-06 评测"," 和 ",[482,2675,2678],{"href":2676,"rel":2677},"https:\u002F\u002Fclaude.com\u002Fpricing",[541],"Anthropic 官方定价"," 整理：",[304,2681,2682,2694],{},[307,2683,2684],{},[310,2685,2686,2689,2691],{},[313,2687,2688],{},"路径",[313,2690,351],{},[313,2692,2693],{},"适用场景",[328,2695,2696,2709,2721,2734,2747],{},[310,2697,2698,2703,2706],{},[333,2699,2700],{},[38,2701,2702],{},"BYOK（自带 API key）",[333,2704,2705],{},"按 token 计费",[333,2707,2708],{},"全自由，但单月烧到 $500+ 也常见",[310,2710,2711,2715,2718],{},[333,2712,2713],{},[38,2714,645],{},[333,2716,2717],{},"$20\u002F月（年付 ~$17）",[333,2719,2720],{},"个人开发者，每天 1-4 小时",[310,2722,2723,2728,2731],{},[333,2724,2725],{},[38,2726,2727],{},"Max 5x",[333,2729,2730],{},"$100\u002F月",[333,2732,2733],{},"重度用户 + Opus 模型访问",[310,2735,2736,2741,2744],{},[333,2737,2738],{},[38,2739,2740],{},"Max 20x",[333,2742,2743],{},"$200\u002F月",[333,2745,2746],{},"8h+ agentic 工作流 \u002F 团队共享",[310,2748,2749,2754,2757],{},[333,2750,2751],{},[38,2752,2753],{},"Team Premium",[333,2755,2756],{},"$100\u002Fseat 年付 \u002F $125 月付",[333,2758,2759],{},"团队，含管理",[35,2761,2762],{},"API token 价格（2026-07 公开数据）：",[165,2764,2765,2771,2777],{},[94,2766,2767,2770],{},[38,2768,2769],{},"Sonnet 5","：促销 input $2 \u002F output $10（至 2026-08-31），之后标准 $3 \u002F $15 per 1M token",[94,2772,2773,2776],{},[38,2774,2775],{},"Opus 4.8","：input $5 \u002F output $25 per 1M token（已大幅低于早期 Opus 4 的 $15\u002F$75）",[94,2778,2779],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[211,2781,2782],{},[35,2783,2784,2785,2788,2789,2792],{},"SWE-bench Verified 参考：Opus 4.8 官方提交 ",[38,2786,2787],{},"87.6%","、Sonnet 5 ",[38,2790,2791],{},"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。",[35,2794,2795,2800],{},[482,2796,2799],{"href":2797,"rel":2798},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[541],"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。",[23,2802,257],{"id":256},[259,2804,2806],{"className":261,"code":2805,"language":263,"meta":264,"style":264},"# 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",[101,2807,2808,2813,2830,2834,2839,2850,2854,2859,2872,2877,2883,2891,2905,2911,2926,2931,2937,2944,2955],{"__ignoreMap":264},[268,2809,2810],{"class":270,"line":271},[268,2811,2812],{"class":274},"# macOS \u002F Linux \u002F Windows (WSL)\n",[268,2814,2815,2818,2821,2824,2827],{"class":270,"line":278},[268,2816,2817],{"class":1648},"curl",[268,2819,2820],{"class":1656}," -fsSL",[268,2822,2823],{"class":1652}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[268,2825,2826],{"class":2299}," |",[268,2828,2829],{"class":1648}," bash\n",[268,2831,2832],{"class":270,"line":284},[268,2833,950],{"emptyLinePlaceholder":614},[268,2835,2836],{"class":270,"line":290},[268,2837,2838],{"class":274},"# macOS 用 Homebrew\n",[268,2840,2841,2843,2845,2847],{"class":270,"line":296},[268,2842,1649],{"class":1648},[268,2844,1653],{"class":1652},[268,2846,1657],{"class":1656},[268,2848,2849],{"class":1652}," claude-code\n",[268,2851,2852],{"class":270,"line":963},[268,2853,950],{"emptyLinePlaceholder":614},[268,2855,2856],{"class":270,"line":969},[268,2857,2858],{"class":274},"# Windows PowerShell\n",[268,2860,2861,2864,2867,2869],{"class":270,"line":2637},[268,2862,2863],{"class":1648},"irm",[268,2865,2866],{"class":1652}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[268,2868,2826],{"class":2299},[268,2870,2871],{"class":1648}," iex\n",[268,2873,2875],{"class":270,"line":2874},9,[268,2876,950],{"emptyLinePlaceholder":614},[268,2878,2880],{"class":270,"line":2879},10,[268,2881,2882],{"class":274},"# 验证 + 登录\n",[268,2884,2886,2888],{"class":270,"line":2885},11,[268,2887,2220],{"class":1648},[268,2889,2890],{"class":1656}," --version\n",[268,2892,2894,2896,2899,2902],{"class":270,"line":2893},12,[268,2895,2220],{"class":1648},[268,2897,2898],{"class":1652}," auth",[268,2900,2901],{"class":1652}," login",[268,2903,2904],{"class":274},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[268,2906,2908],{"class":270,"line":2907},13,[268,2909,2910],{"class":274},"# 或用 API key\n",[268,2912,2914,2917,2920,2923],{"class":270,"line":2913},14,[268,2915,2916],{"class":2299},"export",[268,2918,2919],{"class":2303}," ANTHROPIC_API_KEY",[268,2921,2922],{"class":2299},"=",[268,2924,2925],{"class":2303},"sk-ant-...\n",[268,2927,2929],{"class":270,"line":2928},15,[268,2930,950],{"emptyLinePlaceholder":614},[268,2932,2934],{"class":270,"line":2933},16,[268,2935,2936],{"class":274},"# 进项目，启动\n",[268,2938,2940,2942],{"class":270,"line":2939},17,[268,2941,2284],{"class":1656},[268,2943,2287],{"class":1652},[268,2945,2947,2949,2952],{"class":270,"line":2946},18,[268,2948,2220],{"class":1648},[268,2950,2951],{"class":1652}," \u002Finit",[268,2953,2954],{"class":274},"               # 生成 CLAUDE.md\n",[268,2956,2958,2960],{"class":270,"line":2957},19,[268,2959,2220],{"class":1648},[268,2961,2962],{"class":274},"                     # 进入交互模式\n",[23,2964,1701],{"id":1701},[91,2966,2967,2973,2978,2983],{},[94,2968,2969,2972],{},[38,2970,2971],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[94,2974,2975,2977],{},[38,2976,1720],{},"：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",[94,2979,2980,2982],{},[38,2981,1714],{},"：终端 OAuth 流程对代理稳定性要求高，掉线会反复弹浏览器",[94,2984,2985,2987,2988,2990,2991,2995,2996,1922,3000,3004],{},[38,2986,1726],{},"：用 ",[482,2989,1926],{"href":1925}," 或 ",[482,2992,2994],{"href":2993},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," 接 ",[482,2997,2999],{"href":2998},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[482,3001,3003],{"href":3002},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[23,3006,1735],{"id":1735},[304,3008,3009,3031],{},[307,3010,3011],{},[310,3012,3013,3015,3017,3021,3027],{},[313,3014,315],{},[313,3016,320],{},[313,3018,3019],{},[482,3020,10],{"href":1191},[313,3022,3023],{},[482,3024,3026],{"href":3025},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[313,3028,3029],{},[482,3030,1926],{"href":1925},[328,3032,3033,3048,3061,3079,3100,3114,3128,3145],{},[310,3034,3035,3037,3040,3043,3046],{},[333,3036,335],{},[333,3038,3039],{},"CLI（IDE 无关）",[333,3041,3042],{},"AI-first IDE",[333,3044,3045],{},"CLI",[333,3047,3045],{},[310,3049,3050,3053,3055,3057,3059],{},[333,3051,3052],{},"长任务能力",[333,3054,1835],{},[333,3056,1789],{},[333,3058,1789],{},[333,3060,1804],{},[310,3062,3063,3066,3073,3075,3077],{},[333,3064,3065],{},"上下文管理",[333,3067,3068,3069,2524,3071],{},"★★★★★ ",[101,3070,2433],{},[101,3072,2420],{},[333,3074,1789],{},[333,3076,1789],{},[333,3078,1804],{},[310,3080,3081,3084,3092,3095,3098],{},[333,3082,3083],{},"子代理 \u002F 并行",[333,3085,3086,3087,2524,3089,1910],{},"✅（",[101,3088,2342],{},[101,3090,3091],{},"\u002Fbatch",[333,3093,3094],{},"部分（Bug bot）",[333,3096,3097],{},"⚠️ 有限",[333,3099,642],{},[310,3101,3102,3105,3108,3110,3112],{},[333,3103,3104],{},"MCP 支持",[333,3106,3107],{},"★★★★★ 一等公民",[333,3109,1789],{},[333,3111,1804],{},[333,3113,642],{},[310,3115,3116,3119,3121,3123,3125],{},[333,3117,3118],{},"Git 集成",[333,3120,1789],{},[333,3122,1804],{},[333,3124,1804],{},[333,3126,3127],{},"★★★★★ 每改即 commit",[310,3129,3130,3133,3136,3139,3142],{},[333,3131,3132],{},"国内门槛",[333,3134,3135],{},"高（账号+支付+网络）",[333,3137,3138],{},"高（账号+支付）",[333,3140,3141],{},"高",[333,3143,3144],{},"低（BYOK 国产模型）",[310,3146,3147,3149,3152,3154,3156],{},[333,3148,351],{},[333,3150,3151],{},"$20-$200\u002F月",[333,3153,646],{},[333,3155,3151],{},[333,3157,3158],{},"仅 API 成本",[35,3160,3161,89],{},[38,3162,3163],{},"选 Claude Code 如果你",[165,3165,3166,3169,3172,3175],{},[94,3167,3168],{},"重视长任务自主性 + 上下文管理",[94,3170,3171],{},"JetBrains \u002F Vim 用户，不想换 IDE",[94,3173,3174],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[94,3176,3177],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[35,3179,3180,89],{},[38,3181,3182],{},"别选 Claude Code 如果你",[165,3184,3185,3191,3196],{},[94,3186,3187,3188,3190],{},"国内、个人、预算紧（去 ",[482,3189,1926],{"href":1925}," + DeepSeek）",[94,3192,3193,3194,1910],{},"想要纯 IDE 内 inline 体验（",[482,3195,10],{"href":1191},[94,3197,3198,3199,1910],{},"主要写补全而非 agent 任务（",[482,3200,323],{"href":2072},[23,3202,421],{"id":421},[165,3204,3205,3218,3233,3247,3255,3273,3287,3293],{},[94,3206,3207,3213,3214,3217],{},[38,3208,3209,3212],{},[101,3210,3211],{},"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 ",[101,3215,3216],{},"env | grep ANTHROPIC"," 检查",[94,3219,3220,3226,3227,3229,3230,3232],{},[38,3221,3222,3223,3225],{},"长会话不 ",[101,3224,2433],{}," 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 ",[101,3228,2433],{}," 一次或 ",[101,3231,2420],{}," 开新会话",[94,3234,3235,3240,3241,3246],{},[38,3236,3237,3239],{},[101,3238,2463],{}," 切换是个坑","：跨模型切会丢部分 context ",[482,3242,3245],{"href":3243,"rel":3244},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[541],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[94,3248,3249,3254],{},[38,3250,3251,3253],{},[101,3252,2396],{}," 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",[94,3256,3257,3262,3263,2524,3266,2524,3269,3272],{},[38,3258,3259,3261],{},[101,3260,2547],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[101,3264,3265],{},"\u002Fdeploy",[101,3267,3268],{},"\u002Fmigrate",[101,3270,3271],{},"\u002Freview-pr","，提交进 git",[94,3274,3275,3278,3279,3282,3283,3286],{},[38,3276,3277],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[101,3280,3281],{},"--permission-mode plan"," 或开 ",[101,3284,3285],{},"acceptEdits"," 但配合 git worktree",[94,3288,3289,3292],{},[38,3290,3291],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[94,3294,3295,3298],{},[38,3296,3297],{},"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",[23,3300,488],{"id":488},[165,3302,3303,3315,3327,3339],{},[94,3304,2061,3305,1922,3307,1922,3309,1922,3311,1922,3313],{},[482,3306,10],{"href":1191},[482,3308,991],{"href":525},[482,3310,3026],{"href":3025},[482,3312,1926],{"href":1925},[482,3314,2994],{"href":2993},[94,3316,2075,3317,1922,3319,1922,3321,1922,3323],{},[482,3318,2079],{"href":2078},[482,3320,2087],{"href":2086},[482,3322,2558],{"href":2557},[482,3324,3326],{"href":3325},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[94,3328,2090,3329,1922,3331,1922,3335],{},[482,3330,2098],{"href":2097},[482,3332,3334],{"href":3333},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[482,3336,3338],{"href":3337},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[94,3340,3341,3342,1922,3344],{},"进阶：",[482,3343,2083],{"href":2082},[482,3345,3347],{"href":3346},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[23,3349,531],{"id":531},[165,3351,3352,3358,3365,3372,3379,3385],{},[94,3353,2109,3354],{},[482,3355,3356],{"href":3356,"rel":3357},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[541],[94,3359,3360,3361],{},"官方文档：",[482,3362,3363],{"href":3363,"rel":3364},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[541],[94,3366,3367,3368],{},"GitHub：",[482,3369,3370],{"href":3370,"rel":3371},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[541],[94,3373,3374,3375],{},"CLI Reference：",[482,3376,3377],{"href":3377,"rel":3378},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[541],[94,3380,3381,3382],{},"官方定价：",[482,3383,2676],{"href":2676,"rel":3384},[541],[94,3386,3387],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[35,3389,2125,3390,2128],{},[482,3391,567],{"href":566},[570,3393,3394],{},"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":264,"searchDepth":284,"depth":284,"links":3396},[3397,3398,3405,3406,3407,3408,3409,3410,3411],{"id":25,"depth":278,"text":26},{"id":1393,"depth":278,"text":1393,"children":3399},[3400,3401,3402,3403,3404],{"id":2263,"depth":284,"text":2264},{"id":2310,"depth":284,"text":2311},{"id":2371,"depth":284,"text":2372},{"id":2551,"depth":284,"text":2552},{"id":2646,"depth":284,"text":2647},{"id":2664,"depth":278,"text":2664},{"id":256,"depth":278,"text":257},{"id":1701,"depth":278,"text":1701},{"id":1735,"depth":278,"text":1735},{"id":421,"depth":278,"text":421},{"id":488,"depth":278,"text":488},{"id":531,"depth":278,"text":531},"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。",[617],{},[621,3418,3419],"claude-opus-4-8","claude-haiku-4",[3421,3422,3423],"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",[635,636,634],[3427,3433,3437,3441],{"plan":3428,"price":3429,"limit":3430,"cn_pay":3431,"note":3432},"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":3434,"price":646,"limit":3435,"cn_pay":2162,"note":3436},"Claude Pro","约 1-4 小时\u002F天活跃编码","网页 + Code 共享额度",{"plan":3438,"price":2730,"limit":3439,"cn_pay":2162,"note":3440},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":3442,"price":2743,"limit":3443,"cn_pay":2162,"note":3444},"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",[672,3447,3448,3449,3450,673],"aider-deep-review","claude-code-deep-review","claude-skills-practice","codex-deep-review",{"power":296,"ux":290,"price":284,"cn_support":278,"stability":290},{"title":320,"description":3414},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用",[3455,3457,3458,3460,3463,3465],{"title":3456,"url":3363},"Claude Code 官方文档",{"title":2678,"url":2676},{"title":3459,"url":3377},"Claude Code CLI Reference",{"title":3461,"url":3462},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":3464,"url":2359},"Claude Code Cheat Sheet 2026",{"title":3466,"url":3370},"Claude Code Changelog（v2.1.x）","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[3469,3470,3471,3472,3473],"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",[3412,2195,3476,18,3477,702],"terminal","long-task","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。","0q7_OctUKQGecMZwXgjzZZKq1o_NCACWKQbqEvm25D8",{"id":3481,"title":3026,"alternatives":3482,"api_compatible":3483,"body":3484,"category":3412,"chinese_friendly":284,"cover":4148,"description":4149,"domestic":593,"extension":594,"faq":4150,"free":593,"github":3530,"languages":4166,"lastVerified":618,"meta":4167,"models":4168,"navigation":614,"notSuitable":4172,"opensource":614,"path":4176,"pillar":632,"platforms":4177,"priceTable":4178,"pricing":4191,"published":666,"relatedPlaybooks":4192,"relatedReviews":4195,"score":4196,"self_host":593,"seo":4197,"seoTitle":4198,"slug":15,"sources":4199,"stem":4211,"suitable":4212,"tagline":4217,"tags":4218,"updated":706,"verdict":4223,"website":4102,"__hash__":4224},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex.md",[14,2204,1341],[17],{"type":20,"value":3485,"toc":4132},[3486,3488,3524,3526,3538,3541,3561,3564,3594,3596,3653,3658,3662,3667,3671,3694,3697,3701,3724,3728,3748,3751,3753,3854,3865,3867,4001,4006,4008,4062,4064,4070,4072,4094,4096,4123,4129],[23,3487,26],{"id":25},[28,3489,3491,3500,3521],{"className":3490},[31,32,33],[35,3492,3493,3495,3496,3499],{},[38,3494,40],{}," Codex CLI 是 OpenAI 官方做的终端 Coding Agent，对标 Claude Code。",[38,3497,3498],{},"Rust 实现 + Windows 原生沙箱 + 子代理 + MCP + Hooks","，ChatGPT Plus\u002FPro\u002FTeam\u002FEdu 已含使用额度。",[35,3501,3502,3505,3506,3509,3510,3512,3513,3516,3517,3520],{},[38,3503,3504],{},"2026-07 最新","：稳定版 ",[38,3507,3508],{},"0.144.1","（7-09）接入 ",[482,3511,2094],{"href":2093}," 家族（Sol\u002FTerra\u002FLuna）；新增 ",[38,3514,3515],{},"ACP 支持","，可在 ",[482,3518,3519],{"href":525},"Devin Desktop"," \u002F Zed 等 ACP 客户端里作为 Agent provider 运行；此前已作为公测 Agent provider 进入 JetBrains（经 GitHub Copilot，7-07）。",[35,3522,3523],{},"形态和 Claude Code 几乎一样，差异主要在模型选择。喜欢 GPT 的人选它，喜欢 Claude 的留 Claude Code。",[23,3525,79],{"id":79},[35,3527,3528,3533,3534,3537],{},[482,3529,3532],{"href":3530,"rel":3531},"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex",[541],"GitHub: openai\u002Fcodex","，",[38,3535,3536],{},"Apache-2.0 开源","，Rust 写的二进制，428+ 贡献者。在终端里跑一个能读 \u002F 改 \u002F 执行代码的 Agent，类似 Claude Code 但绑定 OpenAI 模型。",[35,3539,3540],{},"2026 的三个主线：",[91,3542,3543,3549,3555],{},[94,3544,3545,3548],{},[38,3546,3547],{},"速度 & 实时","：gpt-5.3-codex-spark 推理速度 1000+ token\u002Fs；WebSocket 远程控制延迟优化。",[94,3550,3551,3554],{},[38,3552,3553],{},"Agent 自主性","：Subagents GA、Smart Approvals、PostToolUse hooks、worktree 自动化。",[94,3556,3557,3560],{},[38,3558,3559],{},"企业就绪","：自定义 CA 证书、userpromptsubmit hooks、托管配置、插件策略强制。",[35,3562,3563],{},"最有用的 4 个能力：",[165,3565,3566,3572,3578,3584],{},[94,3567,3568,3571],{},[38,3569,3570],{},"沙箱执行","：默认在受限沙箱跑命令（macOS Sandbox \u002F Linux Landlock \u002F Windows AppContainer），不会污染主机。",[94,3573,3574,3577],{},[38,3575,3576],{},"MCP 工具调用","：连 GitHub \u002F 数据库 \u002F Slack \u002F 自建 server，支持并行 tool call。",[94,3579,3580,3583],{},[38,3581,3582],{},"Subagents","：把大任务拆给多个并行 sub-agent，token 用得多但效率高。",[94,3585,3586,3589,3590,3593],{},[38,3587,3588],{},"Image inputs","：终端里 ",[101,3591,3592],{},"codex -i screenshot.png \"解释这个错误\""," 直接读图。",[23,3595,351],{"id":351},[304,3597,3598,3609],{},[307,3599,3600],{},[310,3601,3602,3604,3606],{},[313,3603,827],{},[313,3605,351],{},[313,3607,3608],{},"说明",[328,3610,3611,3621,3631,3642],{},[310,3612,3613,3616,3618],{},[333,3614,3615],{},"ChatGPT Plus",[333,3617,646],{},[333,3619,3620],{},"含 Codex CLI 用量（2026-03 起 mini 模型额度 +4×）",[310,3622,3623,3626,3628],{},[333,3624,3625],{},"ChatGPT Pro",[333,3627,2743],{},[333,3629,3630],{},"更高额度 + 优先处理 + Spark 研究预览",[310,3632,3633,3636,3639],{},[333,3634,3635],{},"Business \u002F Edu \u002F Team",[333,3637,3638],{},"$25-30\u002F用户\u002F月起",[333,3640,3641],{},"企业管理 + SSO + Codex 含在内",[310,3643,3644,3647,3650],{},[333,3645,3646],{},"纯 API",[333,3648,3649],{},"按 token",[333,3651,3652],{},"gpt-5.5 ≈ $1.25 \u002F $10 per 1M token",[211,3654,3655],{},[35,3656,3657],{},"已经付 ChatGPT Plus 的人，等于白嫖一个 Codex CLI 用量，几乎不必另开 API 账号。",[23,3659,3661],{"id":3660},"真实任务实测基于官方文档归纳","真实任务实测（基于官方文档归纳）",[211,3663,3664],{},[35,3665,3666],{},"来源说明：以下基于 Codex CLI 官方 features 文档与公开评测整合。",[217,3668,3670],{"id":3669},"任务-1在-50k-行-rust-项目里加新-feature","任务 1：在 50k 行 Rust 项目里加新 feature",[259,3672,3674],{"className":261,"code":3673,"language":263,"meta":264,"style":264},"codex -m gpt-5-codex\n> 在 src\u002Fauth 模块下加 OAuth2 callback handler，参考已有的 token refresh 实现\n",[101,3675,3676,3687],{"__ignoreMap":264},[268,3677,3678,3681,3684],{"class":270,"line":271},[268,3679,3680],{"class":1648},"codex",[268,3682,3683],{"class":1656}," -m",[268,3685,3686],{"class":1652}," gpt-5-codex\n",[268,3688,3689,3691],{"class":270,"line":278},[268,3690,2300],{"class":2299},[268,3692,3693],{"class":2303}," 在 src\u002Fauth 模块下加 OAuth2 callback handler，参考已有的 token refresh 实现\n",[35,3695,3696],{},"Agent 会 plan → 读相关文件 → 跑 cargo check → 跑测试 → 提 diff。子代理可以同时跑 lint 和 test 两条线。",[217,3698,3700],{"id":3699},"任务-2ci-失败自动-debug","任务 2：CI 失败自动 debug",[259,3702,3704],{"className":261,"code":3703,"language":263,"meta":264,"style":264},"codex --features enable post_tool_use_hook\n# 然后跑 cargo test，CI 失败时 Hook 自动触发 Agent 分析失败 + 写 fix\n",[101,3705,3706,3719],{"__ignoreMap":264},[268,3707,3708,3710,3713,3716],{"class":270,"line":271},[268,3709,3680],{"class":1648},[268,3711,3712],{"class":1656}," --features",[268,3714,3715],{"class":1652}," enable",[268,3717,3718],{"class":1652}," post_tool_use_hook\n",[268,3720,3721],{"class":270,"line":278},[268,3722,3723],{"class":274},"# 然后跑 cargo test，CI 失败时 Hook 自动触发 Agent 分析失败 + 写 fix\n",[217,3725,3727],{"id":3726},"任务-3跨仓库脚手架生成","任务 3：跨仓库脚手架生成",[259,3729,3731],{"className":261,"code":3730,"language":263,"meta":264,"style":264},"codex -m gpt-5-codex\n> 用 mono-repo 模式建 3 个 package：core \u002F cli \u002F web，统一走 pnpm workspace\n",[101,3732,3733,3741],{"__ignoreMap":264},[268,3734,3735,3737,3739],{"class":270,"line":271},[268,3736,3680],{"class":1648},[268,3738,3683],{"class":1656},[268,3740,3686],{"class":1652},[268,3742,3743,3745],{"class":270,"line":278},[268,3744,2300],{"class":2299},[268,3746,3747],{"class":2303}," 用 mono-repo 模式建 3 个 package：core \u002F cli \u002F web，统一走 pnpm workspace\n",[35,3749,3750],{},"子代理并行起 3 个目录的初始化，单次任务跑完 ~3 分钟，token 用约 80k。",[23,3752,257],{"id":256},[259,3754,3756],{"className":261,"code":3755,"language":263,"meta":264,"style":264},"# macOS \u002F Linux\ncurl -fsSL https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh | sh\n\n# Windows（原生 PowerShell）\n# 见官方 Windows setup guide，或用 npm i -g @openai\u002Fcodex\n\ncodex                          # 启动 TUI\ncodex -m gpt-5-codex .         # 在当前目录起 Agent\ncodex --remote wss:\u002F\u002F...       # 远程模式（SSH \u002F 容器）\ncodex features list            # 看可用 feature flag\ncodex features enable unified_exec\n",[101,3757,3758,3763,3777,3781,3786,3791,3795,3802,3817,3830,3843],{"__ignoreMap":264},[268,3759,3760],{"class":270,"line":271},[268,3761,3762],{"class":274},"# macOS \u002F Linux\n",[268,3764,3765,3767,3769,3772,3774],{"class":270,"line":278},[268,3766,2817],{"class":1648},[268,3768,2820],{"class":1656},[268,3770,3771],{"class":1652}," https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh",[268,3773,2826],{"class":2299},[268,3775,3776],{"class":1648}," sh\n",[268,3778,3779],{"class":270,"line":284},[268,3780,950],{"emptyLinePlaceholder":614},[268,3782,3783],{"class":270,"line":290},[268,3784,3785],{"class":274},"# Windows（原生 PowerShell）\n",[268,3787,3788],{"class":270,"line":296},[268,3789,3790],{"class":274},"# 见官方 Windows setup guide，或用 npm i -g @openai\u002Fcodex\n",[268,3792,3793],{"class":270,"line":963},[268,3794,950],{"emptyLinePlaceholder":614},[268,3796,3797,3799],{"class":270,"line":969},[268,3798,3680],{"class":1648},[268,3800,3801],{"class":274},"                          # 启动 TUI\n",[268,3803,3804,3806,3808,3811,3814],{"class":270,"line":2637},[268,3805,3680],{"class":1648},[268,3807,3683],{"class":1656},[268,3809,3810],{"class":1652}," gpt-5-codex",[268,3812,3813],{"class":1652}," .",[268,3815,3816],{"class":274},"         # 在当前目录起 Agent\n",[268,3818,3819,3821,3824,3827],{"class":270,"line":2874},[268,3820,3680],{"class":1648},[268,3822,3823],{"class":1656}," --remote",[268,3825,3826],{"class":1652}," wss:\u002F\u002F...",[268,3828,3829],{"class":274},"       # 远程模式（SSH \u002F 容器）\n",[268,3831,3832,3834,3837,3840],{"class":270,"line":2879},[268,3833,3680],{"class":1648},[268,3835,3836],{"class":1652}," features",[268,3838,3839],{"class":1652}," list",[268,3841,3842],{"class":274},"            # 看可用 feature flag\n",[268,3844,3845,3847,3849,3851],{"class":270,"line":2885},[268,3846,3680],{"class":1648},[268,3848,3836],{"class":1652},[268,3850,3715],{"class":1652},[268,3852,3853],{"class":1652}," unified_exec\n",[35,3855,3856,3857,3860,3861,3864],{},"配置文件：",[101,3858,3859],{},"$CODEX_HOME\u002Fconfig.toml","（默认 ",[101,3862,3863],{},"~\u002F.codex\u002Fconfig.toml","）。",[23,3866,302],{"id":302},[304,3868,3869,3883],{},[307,3870,3871],{},[310,3872,3873,3875,3877,3879,3881],{},[313,3874,315],{},[313,3876,3026],{},[313,3878,320],{},[313,3880,1926],{},[313,3882,2994],{},[328,3884,3885,3899,3914,3930,3947,3959,3973,3988],{},[310,3886,3887,3889,3892,3894,3897],{},[333,3888,335],{},[333,3890,3891],{},"终端 TUI",[333,3893,3891],{},[333,3895,3896],{},"终端 REPL",[333,3898,344],{},[310,3900,3901,3903,3906,3909,3912],{},[333,3902,1045],{},[333,3904,3905],{},"gpt-5-codex",[333,3907,3908],{},"Claude Sonnet\u002FOpus",[333,3910,3911],{},"BYOK 任意",[333,3913,3911],{},[310,3915,3916,3919,3922,3925,3928],{},[333,3917,3918],{},"含在订阅",[333,3920,3921],{},"ChatGPT Plus\u002FPro",[333,3923,3924],{},"Claude.ai $20\u002F月",[333,3926,3927],{},"❌（仅 API）",[333,3929,3927],{},[310,3931,3932,3935,3938,3941,3944],{},[333,3933,3934],{},"沙箱",[333,3936,3937],{},"macOS Sandbox \u002F Landlock \u002F AppContainer",[333,3939,3940],{},"类似",[333,3942,3943],{},"无",[333,3945,3946],{},"VS Code 环境",[310,3948,3949,3951,3953,3955,3957],{},[333,3950,2558],{},[333,3952,653],{},[333,3954,653],{},[333,3956,1087],{},[333,3958,653],{},[310,3960,3961,3963,3966,3969,3971],{},[333,3962,3582],{},[333,3964,3965],{},"✅ GA",[333,3967,3968],{},"✅ Task tool",[333,3970,642],{},[333,3972,642],{},[310,3974,3975,3978,3981,3984,3986],{},[333,3976,3977],{},"开源",[333,3979,3980],{},"Apache-2.0",[333,3982,3983],{},"闭源",[333,3985,3980],{},[333,3987,3980],{},[310,3989,3990,3993,3995,3997,3999],{},[333,3991,3992],{},"原生 Windows",[333,3994,653],{},[333,3996,1087],{},[333,3998,653],{},[333,4000,653],{},[211,4002,4003],{},[35,4004,4005],{},"一句话区分：Codex CLI = OpenAI 官方版的 Claude Code；Claude Code = Anthropic 官方版的 Codex；Aider = 任意 OpenAI 兼容 API 都能跑；Cline = VS Code 里的 GUI 终端 Agent。",[23,4007,421],{"id":421},[91,4009,4010,4016,4026,4036,4042,4048],{},[94,4011,4012,4015],{},[38,4013,4014],{},"国内访问别频繁切 IP","，OpenAI 风控严，账号被封基本无法找回。",[94,4017,4018,4021,4022,4025],{},[38,4019,4020],{},"沙箱默认会限制网络","，跑 ",[101,4023,4024],{},"npm install"," 等需要联网的命令前先看 approval 弹窗。",[94,4027,4028,4031,4032,4035],{},[38,4029,4030],{},"Subagents 吃 token 多","，预算敏感时关闭 ",[101,4033,4034],{},"[agents]"," 配置或换 mini 模型。",[94,4037,4038,4041],{},[38,4039,4040],{},"WebSocket 远程模式只接受 wss:\u002F\u002F 或 localhost ws:\u002F\u002F","，远程公网必须 TLS。",[94,4043,4044,4047],{},[38,4045,4046],{},"gpt-5-codex 比 gpt-5.5 便宜但能力对齐","，2026-03 之后默认推荐用 codex 系列而非 5.5。",[94,4049,4050,4057,4058,4061],{},[38,4051,4052,4053,4056],{},"不要用过期的 ",[101,4054,4055],{},"--approval-mode"," 旧参数","，新版用 ",[101,4059,4060],{},"codex features"," 子命令管理。",[23,4063,463],{"id":462},[35,4065,4066,4067,4069],{},"✅ 终端 \u002F TMUX \u002F Vim 重度用户；已订阅 ChatGPT Plus \u002F Pro 的人；Windows 原生开发者；headless \u002F SSH \u002F 容器场景。",[191,4068],{},"\n❌ GUI 党；纯内网开发；偏好 Claude 长上下文风格的人。",[23,4071,488],{"id":488},[165,4073,4074,4080,4086],{},[94,4075,505,4076],{},[482,4077,4079],{"href":4078},"\u002Fplaybook\u002Fcodex-cli-vs-claude-code.html","Codex CLI vs Claude Code 怎么选",[94,4081,512,4082],{},[482,4083,4085],{"href":4084},"\u002Fcoding\u002Fcli\u002F","AI CLI 全分类",[94,4087,519,4088,498,4090,498,4092],{},[482,4089,320],{"href":484},[482,4091,1926],{"href":1925},[482,4093,2994],{"href":2993},[23,4095,531],{"id":531},[165,4097,4098,4104,4111,4116],{},[94,4099,3360,4100],{},[482,4101,4102],{"href":4102,"rel":4103},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli",[541],[94,4105,4106,4107],{},"Features 页：",[482,4108,4109],{"href":4109,"rel":4110},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli\u002Ffeatures",[541],[94,4112,3367,4113],{},[482,4114,3530],{"href":3530,"rel":4115},[541],[94,4117,4118,4119],{},"2026 更新综述：",[482,4120,4121],{"href":4121,"rel":4122},"https:\u002F\u002Fcodex.danielvaughan.com\u002F2026\u002F03\u002F27\u002Fcodex-cli-in-2026-whats-new",[541],[211,4124,4125],{},[35,4126,1233,4127,568],{},[482,4128,567],{"href":566},[570,4130,4131],{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}",{"title":264,"searchDepth":284,"depth":284,"links":4133},[4134,4135,4136,4137,4142,4143,4144,4145,4146,4147],{"id":25,"depth":278,"text":26},{"id":79,"depth":278,"text":79},{"id":351,"depth":278,"text":351},{"id":3660,"depth":278,"text":3661,"children":4138},[4139,4140,4141],{"id":3669,"depth":284,"text":3670},{"id":3699,"depth":284,"text":3700},{"id":3726,"depth":284,"text":3727},{"id":256,"depth":278,"text":257},{"id":302,"depth":278,"text":302},{"id":421,"depth":278,"text":421},{"id":462,"depth":278,"text":463},{"id":488,"depth":278,"text":488},{"id":531,"depth":278,"text":531},"\u002Fimg\u002Ftools\u002Fcodex.webp","Codex CLI 真实评测：OpenAI 官方开源（Apache-2.0）终端 Coding Agent，Rust 实现，原生 Windows 沙箱 + 子代理 + MCP + 钩子 + 远程控制；2026-07 接入 GPT-5.6（Sol\u002FTerra\u002FLuna）家族，支持 ACP 可在 Devin Desktop \u002F Zed 运行，Plus\u002FPro\u002FTeam\u002FEdu 计划已含。",[4151,4154,4157,4160,4163],{"q":4152,"a":4153},"Codex CLI 和 Claude Code 有什么区别？","形态几乎一致：都是终端 Agent + 沙箱执行 + MCP + 子代理。差异主要在模型——Codex CLI 走 OpenAI 的 gpt-5-codex 系列，Claude Code 走 Anthropic Sonnet\u002FOpus。OpenAI 在原生 Windows 沙箱（不需要 WSL）和 Rust 实现速度上略胜，Claude 在长任务上下文连续性上略胜。",{"q":4155,"a":4156},"在 Windows 上怎么用？","原生 PowerShell 沙箱模式（推荐），也支持 WSL2。安装命令：curl -fsSL https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh | sh（macOS\u002FLinux），Windows 直接通过 npm 或 PowerShell installer。",{"q":4158,"a":4159},"国内能用吗？","需要 OpenAI 账号 + 稳定代理。Plus \u002F Pro 订阅可走支付宝。直接 `codex` 即可启动。",{"q":4161,"a":4162},"Codex CLI 支持本地模型吗？","原生只走 OpenAI API。如果要本地模型，建议用 Aider（OpenAI 兼容 endpoint，可指向 Ollama \u002F vLLM）。",{"q":4164,"a":4165},"Subagents \u002F Hooks \u002F MCP 是什么？","Subagents：把大任务拆给多个并行子代理；Hooks（PostToolUse \u002F userpromptsubmit）：在工具调用前后插入企业策略；MCP：连外部工具（GitHub \u002F 数据库 \u002F Slack）。Codex 2026 把这三块都做到了 GA。",[616,617],{},[4169,4170,4171,3905],"gpt-5.6-sol","gpt-5.6-terra","gpt-5.6-luna",[4173,4174,4175],"重度 GUI 党（终端排斥者请用 Cursor）","国内纯内网（OpenAI API 需稳定代理）","需要 Claude 上下文风格的人","\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex",[634,635,636],[4179,4182,4185,4187],{"plan":3615,"price":646,"limit":4180,"cn_pay":1300,"note":4181},"含 Codex CLI 使用额度，默认 gpt-5-codex-mini（2026-03 起额度 +4×）","个人入门",{"plan":3625,"price":2743,"limit":4183,"cn_pay":1300,"note":4184},"更高额度 + 优先处理 + GPT-5.3-Codex-Spark 研究预览","Agent 重度用户",{"plan":3635,"price":3638,"limit":4186,"cn_pay":890,"note":659},"团队管理 + SSO + Codex 含在内",{"plan":4188,"price":3649,"limit":4189,"cn_pay":890,"note":4190},"纯 API 调用","gpt-5.5 ≈ $1.25\u002F$10 per 1M tokens（input\u002Foutput）","BYOK 自由模式","ChatGPT Plus\u002FPro\u002FBusiness\u002FEdu\u002FEnterprise 包含 \u002F 或按 OpenAI API 计费",[4193,4194],"ai-coding\u002Fcodex-cli-vs-claude-code","ai-coding\u002Fterminal-agent-workflow",[3447,3448,3450,673],{"power":296,"ux":290,"price":290,"cn_support":284,"stability":290},{"title":3026,"description":4149},"Codex CLI 评测 2026：OpenAI 终端 AI 编程 Agent，免费使用指南",[4200,4202,4204,4206,4208],{"title":4201,"url":4102},"Codex CLI 官方文档",{"title":4203,"url":4109},"Codex CLI Features 官方",{"title":4205,"url":3530},"Codex CLI GitHub",{"title":4207,"url":4121},"Codex CLI 2026 更新综述",{"title":4209,"url":4210},"Codex CLI 0.144.1 Release","https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex\u002Freleases","tools\u002Fcoding\u002Fcli\u002Fcodex",[4213,4214,4215,4216],"终端 \u002F TMUX \u002F Vim 重度用户","已经订阅 ChatGPT Plus \u002F Pro 的人（白嫖 Codex 用量）","Windows 原生开发者（Codex CLI 有 PowerShell 沙箱，不必走 WSL）","需要远程 SSH \u002F 容器中跑 Agent 的人（headless 友好）","OpenAI 官方终端 Coding Agent，GPT-5.6 家族驱动，支持 ACP",[3412,2195,3476,17,4219,4220,702,4221,4222],"gpt-5","subagents","opensource","rust","Claude Code 的 OpenAI 版镜像。Plus \u002F Pro 已含、Windows 原生沙箱、Rust 速度快，喜欢 GPT 派的人首选；Claude Sonnet 4.5 在长任务上仍略胜，喜欢 Claude 的留 Claude Code。","HYq0yaeTKtq5xEJOCW5s3pJuZTXvls_lnFVPZzwNdiw",1785660640719]