[{"data":1,"prerenderedAt":4560},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"review-cursor-deep-review":9,"review-related-cursor-deep-review":659},{"tools":4,"reviews":5},70,12,{"tools":4,"reviews":5,"playbooks":7,"news":8},15,13,{"id":10,"title":11,"body":12,"cover":636,"description":637,"extension":638,"meta":639,"navigation":640,"path":641,"published":642,"relatedTools":643,"seo":649,"stem":650,"tags":651,"updated":642,"verdict":657,"__hash__":658},"review\u002Freview\u002Fcursor-deep-review.md","Cursor 深度评测：AI IDE 当前天花板，但代价不便宜",{"type":13,"value":14,"toc":619},"minimark",[15,19,23,31,34,37,48,54,84,95,99,106,112,126,139,148,152,155,179,182,234,237,240,244,247,274,277,281,284,290,307,312,329,335,346,349,353,360,366,376,382,388,391,394,403,409,415,418,421,431,434,444,459,463,466,498,502,505,508,515,518,562,565,610],[16,17,18],"h2",{"id":18},"一句话结论",[20,21,22],"p",{},"Cursor 是目前 AI IDE 体验天花板，但不是所有人都该用。它的强项是 GUI 形态下的多文件 Agent + 上下文召回 + 连续补全这\"三件套\"的工程化整合，单看任意一件都不是独家技术，但合在一起的产品力没有第二家追上。代价是 $20\u002F月起步 + 用量计费、国内访问对代理稳定性敏感、重度用户月底真的会超额。",[20,24,25,26,30],{},"如果你是\"日常补全为主、偶尔让 AI 写一个函数\"的轻度用户，Cursor 是溢价产品——GitHub Copilot $10\u002F月或 Trae 免费版都够。Cursor 真正值这个价的场景是：",[27,28,29],"strong",{},"多文件大改、跨仓库重构、长任务委托给 Background Agents 在云端跑、团队级 Rules \u002F Bugbot 共享","。",[16,32,33],{"id":33},"为什么社区把它评成第一",[20,35,36],{},"2026 年 AI IDE 赛道至少有 6 家在打：Cursor、Windsurf、Trae、GitHub Copilot、Replit、Zed。Cursor 能在头部站稳，不靠某一个独家 feature，而是\"三件套乘以工程化\"：",[20,38,39,47],{},[27,40,41,42,46],{},"Composer（",[43,44,45],"code",{},"Cmd\u002FCtrl + I","）","——多文件 Agent。其他工具大多停留在\"开一个文件、让 AI 改这个文件\"，Composer 默认是 plan-then-act：先列出涉及到的所有文件，给一个改写方案，再批量产出 diff 让你 Accept All \u002F per-file。2026 年 Composer 2 \u002F 2.5 把这个范式推到文件树尺度，整个 feature folder 一次重构成为常见用法。",[20,49,50,53],{},[27,51,52],{},"Tab 补全","——不只是补当前行。GitHub Copilot 的 ghost text 是单行预测，Cursor 的 Tab 预测你的下一步光标会落在哪一行 + 多行 diff。在重命名、连续修改、批量改 prop 类型这些场景下，Cursor Tab 体验明显比 Copilot 流畅。社区有人统计过——同一个重构任务，Cursor Tab 的按键次数大约是 Copilot 的 1\u002F3。",[20,55,56,59,60,63,64,67,68,71,72,75,76,79,80,83],{},[27,57,58],{},"@-symbol 上下文","——",[43,61,62],{},"@codebase"," 自动召回相关文件、",[43,65,66],{},"@docs"," 引外部官方文档、",[43,69,70],{},"@web"," 联网搜实时信息、",[43,73,74],{},"@git"," 看 diff、",[43,77,78],{},"@folder"," \u002F ",[43,81,82],{},"@file"," 显式指定。这套等价于把 RAG + 工具调用都内嵌好了，竞品大多需要装额外插件或者手动复制粘贴上下文。",[20,85,86,87,90,91,94],{},"把这三件套加上 2026 年新增的两件大件——",[27,88,89],{},"Background Agents","（云端 VM 跑长任务，类似一个并行的 junior 工程师）和 ",[27,92,93],{},"Bugbot","（PR 自动审查 + 自动 fix 提交）——Cursor 就从\"AI 增强编辑器\"变成了\"AI 协作 IDE\"。这个差距其他家短期追不上。",[16,96,98],{"id":97},"composer-在不同体量项目里的真实表现","Composer 在不同体量项目里的真实表现",[20,100,101,102,105],{},"社区反馈和官方文档一致的结论是：",[27,103,104],{},"Composer 的产出质量随项目规模衰减明显","，这是必须正视的事实。",[20,107,108,111],{},[27,109,110],{},"小项目（\u003C 5k 行）","：Composer 几乎是神。一句\"把这个 React 组件按业务拆 3 个子组件、提取自定义 hook\"，90 秒级跑完，文件结构合理、import 路径基本正确、TypeScript 类型推断准确率 90%+。这是 demo 视频里最常见的场景，也是 Cursor 团队官方演示的甜点区。",[20,113,114,117,118,121,122,125],{},[27,115,116],{},"中等项目（5k–50k 行）","：Composer 仍然能用，但要有人盯。常见问题包括 import 路径写错 1-2 行、文件命名不符合项目既有约定、对项目专属的 utility 函数视而不见（明明可以复用 ",[43,119,120],{},"formatDate","，它自己写了一遍）。这时候 ",[43,123,124],{},".cursor\u002Frules\u002F*.mdc"," 的价值就出来——把项目约定写清楚，Composer 的失误率可以压下来一半。",[20,127,128,131,132,134,135,138],{},[27,129,130],{},"大型项目（50k+ 行、monorepo）","：Composer 开始挑食。",[43,133,62],{}," 的召回受限于上下文窗口，遇到跨包重构时它经常只看到 1-2 个包就开始下结论。这种规模下，社区主流做法是 ",[27,136,137],{},"Composer 写小活、Claude Code 干大活","——Claude Code 在终端跑、可以一边读一边改、上下文管理更扎实，对 monorepo 友好。",[140,141,142],"blockquote",{},[20,143,144,145],{},"结论：Cursor 不是项目越大越好用。",[27,146,147],{},"5k 行以下你可以放手让 Composer 跑；5–50k 行配合 rules 文件能稳定；50k+ 你大概率需要 Claude Code 或者拆任务给它。",[16,149,151],{"id":150},"_2025-06-token-计费改革之后","2025-06 token 计费改革之后",[20,153,154],{},"这是 2025 年 Cursor 最大的争议点。社区反弹一周，最后 Cursor 把改动微调后落地。当前模型大致是这样：",[156,157,158,166,169,176],"ul",{},[159,160,161,162,165],"li",{},"每个套餐包含一定",[27,163,164],{},"美元额度","（不是请求数）",[159,167,168],{},"调用底层模型时按 input\u002Foutput token 折算消耗",[159,170,171,172,175],{},"超出额度后",[27,173,174],{},"按需续费","（on-demand），月底结算",[159,177,178],{},"MAX 模式 \u002F 长上下文 \u002F Claude Sonnet 这类高级模型吃额度最快",[20,180,181],{},"对不同用法的真实影响（基于社区公开账单截图和讨论归纳）：",[183,184,185,198],"table",{},[186,187,188],"thead",{},[189,190,191,195],"tr",{},[192,193,194],"th",{},"使用模式",[192,196,197],{},"Pro $20\u002F月能不能撑过一个月",[199,200,201,210,218,226],"tbody",{},[189,202,203,207],{},[204,205,206],"td",{},"日常 Tab 补全 + 偶尔 Composer",[204,208,209],{},"完全够，往往用不完",[189,211,212,215],{},[204,213,214],{},"每天 Composer 跑 2-3 个中等任务",[204,216,217],{},"接近月度额度，月末偶尔超",[189,219,220,223],{},[204,221,222],{},"每天 Composer + Background Agents 重度跑",[204,224,225],{},"月中就超，需要 Pro+ ($60+\u002F月) 或 Ultra ($200\u002F月)",[189,227,228,231],{},[204,229,230],{},"用 Claude Sonnet 跑 MAX 模式长上下文",[204,232,233],{},"周末就能干掉一整月配额",[20,235,236],{},"如果你是后两种用户，请直接看 Pro+ \u002F Ultra，不要拿 Pro 硬撑——超额单价比 Pro+ 包月贵。",[20,238,239],{},"社区有人做过实测：Claude Code（订阅制、$20–$200\u002F月按档无可见超额）vs Cursor Pro 用同一个长任务，Cursor 的 token 燃烧速度大约是 Claude Code 表观的 1.5-2 倍——因为 Cursor 为了上下文召回会额外注入仓库片段。这是工程化整合的代价：你换来好用，但每次调用塞进去的 context 更多、token 也更多。",[16,241,243],{"id":242},"tab-补全的那些-quirk","Tab 补全的那些 quirk",[20,245,246],{},"Tab 补全是 Cursor 最容易让人爽，也最容易让人头疼的功能。社区高频吐槽的点：",[248,249,250,256,262,268],"ol",{},[159,251,252,255],{},[27,253,254],{},"过度积极","——你删了一行，它立刻预测你想加另一行，按 Tab 之后你才发现那不是你要的。新版本里这个问题缓和了，但仍偶尔出现。",[159,257,258,261],{},[27,259,260],{},"跨文件预测","——补全有时跳到当前文件之外的内容，逻辑上能理解但视觉上突兀。可以在设置里关掉这种 \"cross-file completion\"。",[159,263,264,267],{},[27,265,266],{},"多行 diff 偶尔失控","——预测一段大的 diff，按 Tab 一次性吃下去后才发现改了 5 行你不想动的。养成\"看完再按 Tab\"的习惯。",[159,269,270,273],{},[27,271,272],{},"本地模型补全速度","——如果你用 Cursor 接自家 vLLM \u002F Ollama，Tab 会变慢一档。Tab 设计上依赖云端低延迟，自托管模型在 Tab 这条链路上有体验损失。",[20,275,276],{},"但即使有这些 quirk，Tab 仍然是 Cursor 最有粘性的功能之一——用一周回 VS Code 你会立刻觉得不爽。这点社区一致。",[16,278,280],{"id":279},"cursor-vs-claude-code决策边界","Cursor vs Claude Code：决策边界",[20,282,283],{},"工具卡里的对比表是\"特性维度\"，但真正的决策不是\"哪个特性多\"，而是**\"什么任务该用哪个\"**。",[20,285,286,289],{},[27,287,288],{},"用 Cursor 的场景","：",[156,291,292,295,298,301,304],{},[159,293,294],{},"你的主战场是 GUI，喜欢 diff 视图、文件树点选、可视化 review",[159,296,297],{},"任务大小适中（涉及 3-15 个文件、不到 5k 行改动）",[159,299,300],{},"需要 Tab 补全 + Composer 配合（写一段、补一段、跑下去）",[159,302,303],{},"团队场景：Rules 共享、Bugbot 自动审查、Teams SSO",[159,305,306],{},"重度依赖 MCP 生态（GitHub \u002F Linear \u002F Slack 等）的 GUI 接入",[20,308,309,289],{},[27,310,311],{},"用 Claude Code 的场景",[156,313,314,317,320,323,326],{},[159,315,316],{},"你的主战场是终端，shell 操作 + git 命令是肌肉记忆",[159,318,319],{},"长任务：跑半小时到几小时的重构 \u002F 全仓库 audit \u002F 大规模迁移",[159,321,322],{},"monorepo \u002F 50k 行以上代码库，上下文窗口管理是硬需求",[159,324,325],{},"可脚本化场景：CI 里跑、cron 跑、批量调用",[159,327,328],{},"计费可预测（订阅制，不像 Cursor 按 token 燃烧）",[20,330,331,334],{},[27,332,333],{},"两个都用的场景","（最常见）：",[156,336,337,340,343],{},[159,338,339],{},"日常补全 + 中型任务 → Cursor",[159,341,342],{},"长任务 + 大规模改动 → Claude Code",[159,344,345],{},"团队 PR 审查 → Cursor Bugbot（GUI 友好）",[20,347,348],{},"社区大量开发者是\"两个都付订阅\"——Cursor $20 + Claude.ai $20 = $40\u002F月，两个工具角色不同、不冲突。如果只能选一个、且预算紧，看你 80% 时间在哪里：GUI 选 Cursor，终端选 Claude Code。",[16,350,352],{"id":351},"国内使用硬伤与缓解","国内使用：硬伤与缓解",[20,354,355,356,359],{},"工具卡列了避坑清单，这里补充几个",[27,357,358],{},"真实代价","的细节：",[20,361,362,365],{},[27,363,364],{},"网络稳定性是变量，不是常量。"," 公开反馈的体感：稳定代理（家庭网 + 固定出口 IP）下 Cursor 99% 可用；切热点 \u002F 移动网络 \u002F 频繁切代理出口，断流和登录态丢失会变高频。Background Agents 对网络要求更高——长连接断开等于任务白跑。",[20,367,368,371,372,375],{},[27,369,370],{},"账号风控真实存在。"," 2025 之后 Cursor 风控加严，",[27,373,374],{},"频繁切 IP"," 是头号红灯。社区记录的封号案例集中在：同一账号在多台机器轮流登录、出差时跨城市切 IP、走第三方代理服务器池。解法：固定家庭网为主力，移动场景下用稳定的住宅代理（不要用便宜的机房代理）。一旦冻结，申诉走 cursor.com 官方渠道，第三方代办大概率是骗局。",[20,377,378,381],{},[27,379,380],{},"付款渠道现状（截至 2026-06）","：cursor.com 结账页选 Alipay 可走支付宝，这是最稳路径。Visa\u002FMastercard 国际信用卡也支持，但建议用 Wise \u002F 招行 Visa 等 Stripe 友好的卡，国内普通信用卡偶有被拒。反复试同一张卡被拒会触发风控，换张再试。",[20,383,384,387],{},[27,385,386],{},"JetBrains 用户的痛","：Cursor 是 VS Code fork，不是 JetBrains 插件。如果你重度依赖 IDEA \u002F WebStorm \u002F GoLand 的重构工具（Find Usages、Safe Delete、Refactor \u002F Rename 跨语言传递），Cursor 不能完全替代。当前替代路径：JetBrains 自家 AI Assistant 或 GitHub Copilot for JetBrains。",[16,389,390],{"id":390},"团队场景的隐藏价值",[20,392,393],{},"Cursor Teams $40\u002F用户\u002F月看起来比个人 Pro 贵一倍，但有几件个人版没有的东西真值钱：",[20,395,396,399,400,402],{},[27,397,398],{},"团队级 Rules \u002F Skills 共享","——一个仓库里的 ",[43,401,124],{}," 全团队复用，新人 onboard 第一天 AI 就懂\"我们的编码规范\"。这个对中大型团队的隐性收益巨大，相当于把\"高级工程师的隐性知识\"显性化进代码库。",[20,404,405,408],{},[27,406,407],{},"Bugbot PR 审查","——Bugbot 是 PR 上的自动 reviewer，能catch null 检查缺失、循环依赖、明显的性能反模式。它不替代人类 review，但能把\"机械性挑刺\"那部分挑出去，让人类专注架构和业务正确性。对小团队（5-15 人）特别有用——没有专职 senior 做 PR 审查时，Bugbot 提供基线保障。",[20,410,411,414],{},[27,412,413],{},"SSO + 审计 + 隐私模式","——合规要求严的公司绕不开。Teams 档默认开启隐私模式（代码不进训练），Enterprise 加 SCIM \u002F 自定义模型访问控制。",[20,416,417],{},"如果你的团队 ≥ 5 人 + 想要 Cursor 全员标配，Teams 的 ROI 一般是正的：节省的 PR 审查时间 + 新人上手加速，可以快速覆盖每月每用户 $40。",[16,419,420],{"id":420},"一个常被忽略的实操技巧",[20,422,423,426,427,430],{},[27,424,425],{},"Cursor Rules 文件不要写太长","。社区共识是：单个 ",[43,428,429],{},".mdc"," 文件 1500 字以内最佳。原因——每轮对话 Cursor 会把激活的 rules 全部塞进上下文，文件越大、上下文成本越高、燃 token 越快。",[20,432,433],{},"推荐的拆法：",[435,436,441],"pre",{"className":437,"code":439,"language":440},[438],"language-text",".cursor\u002Frules\u002F\n├── 00-stack.mdc        # 技术栈 + 包管理（\u003C 300 字）\n├── 10-style.mdc        # 编码规范 + 命名（\u003C 600 字）\n├── 20-architecture.mdc # 目录约定 + 模块边界（\u003C 800 字）\n├── 30-testing.mdc      # 测试规范（\u003C 400 字）\n└── 90-dont.mdc         # 明确禁止项：\"不要自动 commit\"、\"不要装新依赖不问\"（\u003C 300 字）\n","text",[43,442,439],{"__ignoreMap":443},"",[20,445,446,447,450,451,454,455,458],{},"每个文件加 ",[43,448,449],{},"globs"," 字段指定生效路径（例如 ",[43,452,453],{},"30-testing.mdc"," 只在 ",[43,456,457],{},"**\u002F*.test.*"," 触发），这样 Cursor 只在相关任务里加载对应规则，上下文成本最优。",[16,460,462],{"id":461},"何时不该选-cursor","何时不该选 Cursor",[20,464,465],{},"写一篇深度评测必须诚实：以下场景请不要选 Cursor。",[248,467,468,474,480,486,492],{},[159,469,470,473],{},[27,471,472],{},"学生 \u002F 预算 \u003C $20\u002F月","：Trae 免费版 + 国内直连，对中文编程任务够用 80%。Trae 没有 Composer 那么强，但 Builder 模式可以代替日常 Agent 用法。",[159,475,476,479],{},[27,477,478],{},"JetBrains 重度用户","：上面已经讲过，重构链路不可替代。",[159,481,482,485],{},[27,483,484],{},"完全无代理的纯内网开发","：Cursor 必须能连官方端点，离线开发等于废。",[159,487,488,491],{},[27,489,490],{},"后端 \u002F DevOps \u002F 终端流派","：你大概率更喜欢 Claude Code 或 Codex，GUI IDE 不是你的主场。",[159,493,494,497],{},[27,495,496],{},"极度厌恶按量计费","：Cursor 改 token 计费后心理负担确实变高。GitHub Copilot $10\u002F月固定费用、Trae 免费版无忧。",[16,499,501],{"id":500},"结论值不值得","结论：值不值得",[20,503,504],{},"如果上面任一条命中，Cursor 不是你的菜，看看 Trae \u002F Claude Code \u002F Copilot。",[20,506,507],{},"如果都不命中、且你日常做 GUI 多文件改写、英文阅读没障碍、能稳定上网——Cursor 仍然是 2026 年 AI IDE 第一选择。$20\u002F月起的费用对独立开发者偏贵但不算离谱，对企业用户基本是零负担。",[20,509,510,511,514],{},"最后给个判断题：",[27,512,513],{},"\"我每个月愿意为 AI 编辑器付 $20-$40 吗？\""," 如果回答是\"愿意但希望它真的省下我至少 2 小时\u002F月\"，Cursor 大概率能交付；如果回答是\"勉强、希望能免费用\"，先去试 Trae，等你的需求真的撑住 Cursor 的价格门槛再回来。",[16,516,517],{"id":517},"相关阅读",[156,519,520,541,548,555],{},[159,521,522,523,528,529,528,533,528,537],{},"工具卡：",[524,525,527],"a",{"href":526},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor"," · ",[524,530,532],{"href":531},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae",[524,534,536],{"href":535},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[524,538,540],{"href":539},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[159,542,543,544],{},"同分类：",[524,545,547],{"href":546},"\u002Fcoding\u002Fide\u002F","AI IDE 全分类",[159,549,550,551],{},"横评：",[524,552,554],{"href":553},"\u002Freview\u002Fcursor-vs-windsurf-vs-trae.html","Cursor vs Windsurf vs Trae 三国杀",[159,556,557,558],{},"评测：",[524,559,561],{"href":560},"\u002Freview\u002Fclaude-code-deep-review.html","Claude Code 深度评测",[16,563,564],{"id":564},"来源",[156,566,567,575,582,589,596,603],{},[159,568,569,570],{},"Cursor 官方定价页：",[524,571,572],{"href":572,"rel":573},"https:\u002F\u002Fcursor.com\u002Fpricing",[574],"nofollow",[159,576,577,578],{},"Cursor Composer 文档：",[524,579,580],{"href":580,"rel":581},"https:\u002F\u002Fdocs.cursor.com\u002Fcomposer",[574],[159,583,584,585],{},"Cursor Changelog：",[524,586,587],{"href":587,"rel":588},"https:\u002F\u002Fcursor.com\u002Fchangelog",[574],[159,590,591,592],{},"Cursor Rules 文档：",[524,593,594],{"href":594,"rel":595},"https:\u002F\u002Fdocs.cursor.com\u002Fcontext\u002Frules-for-ai",[574],[159,597,598,599],{},"Cursor Background Agents 文档：",[524,600,601],{"href":601,"rel":602},"https:\u002F\u002Fdocs.cursor.com\u002Fbackground-agents",[574],[159,604,605,606],{},"Hacker News 2025-06 token 计费讨论：",[524,607,608],{"href":608,"rel":609},"https:\u002F\u002Fnews.ycombinator.com\u002Fitem?id=44150207",[574],[140,611,612],{},[20,613,614,615,618],{},"本评测由 AIHO 编辑部基于以上公开资料 + 社区公开反馈整合，非厂商付费内容、非全程亲测。定价与功能以官方为准，欢迎在 ",[524,616,617],{"href":617},"\u002Fsubmit"," 反馈更正。",{"title":443,"searchDepth":620,"depth":620,"links":621},3,[622,624,625,626,627,628,629,630,631,632,633,634,635],{"id":18,"depth":623,"text":18},2,{"id":33,"depth":623,"text":33},{"id":97,"depth":623,"text":98},{"id":150,"depth":623,"text":151},{"id":242,"depth":623,"text":243},{"id":279,"depth":623,"text":280},{"id":351,"depth":623,"text":352},{"id":390,"depth":623,"text":390},{"id":420,"depth":623,"text":420},{"id":461,"depth":623,"text":462},{"id":500,"depth":623,"text":501},{"id":517,"depth":623,"text":517},{"id":564,"depth":623,"text":564},"\u002Fog\u002Freview\u002Fcursor.png","Cursor 深度评测：Composer \u002F Tab \u002F @-symbol 三件套实战表现、2025-06 token 计费改革后的账单模型、与 Claude Code 的决策边界、国内使用避坑。AIHO 编辑部基于官方文档与社区公开反馈整合，非厂商付费内容。","md",{},true,"\u002Freview\u002Fcursor-deep-review","2026-06-28",[644,645,646,647,648],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Ftrae","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fcodex",{"title":11,"description":637},"review\u002Fcursor-deep-review",[527,652,653,654,655,656],"IDE","深度评测","Composer","Tab补全","AI编程","如果你的主战场是 GUI、需要多文件改写、英文能力过关、且公司或个人能接受 $20–$60\u002F月的可变成本——这是当前 AI IDE 体验天花板。预算敏感、国内内网、JetBrains 重度用户先看 Trae 或 Claude Code。","L_hMi5ZNlR_iFi3Luyjo-DNpiiMvjFZY17Rv6_dCw1U",[660,1952,2690,3213,3797],{"id":661,"title":540,"alternatives":662,"api_compatible":665,"body":667,"category":1879,"chinese_friendly":620,"cover":1880,"description":1881,"domestic":1882,"extension":638,"faq":1883,"free":1882,"github":1834,"languages":1884,"meta":1886,"models":1887,"navigation":640,"notSuitable":1891,"opensource":1882,"path":1895,"pillar":1896,"platforms":1897,"priceTable":1901,"pricing":1921,"published":1922,"relatedPlaybooks":1883,"relatedReviews":1883,"score":1923,"self_host":1882,"seo":1924,"seoTitle":1883,"slug":647,"sources":1925,"stem":1936,"suitable":1937,"tagline":1943,"tags":1944,"updated":1949,"verdict":1950,"website":1820,"__hash__":1951},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[648,663,664],"coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fcline",[666],"anthropic",{"type":13,"value":668,"toc":1862},[669,673,701,706,709,714,724,763,766,770,778,807,816,820,823,978,996,1000,1011,1092,1095,1099,1113,1116,1131,1213,1216,1227,1235,1239,1400,1403,1448,1451,1609,1614,1628,1633,1653,1656,1752,1754,1811,1813,1852,1858],[16,670,672],{"id":671},"tldr","TL;DR",[674,675,680,690],"div",{"className":676},[677,678,679],"card","p-5","my-4",[20,681,682,685,686,689],{},[27,683,684],{},"一句话："," Anthropic 官方 CLI Agent，终端原生，长任务执行能力是目前体感最稳的一档。装好后在任何项目根目录跑 ",[43,687,688],{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[20,691,692,693,696,697,700],{},"最大价值是 ",[27,694,695],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[27,698,699],{},"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。",[140,702,703],{},[20,704,705],{},"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。",[16,707,708],{"id":708},"核心特性",[710,711,713],"h3",{"id":712},"终端原生的-agent-体验","终端原生的 Agent 体验",[20,715,716,717,720,721,723],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[27,718,719],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[43,722,688],{},"，就进入了一个能读你整个 codebase 的对话环境。",[435,725,729],{"className":726,"code":727,"language":728,"meta":443,"style":443},"language-bash shiki shiki-themes github-light github-dark","cd your-project\nclaude                          # 进入交互模式\n> 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n","bash",[43,730,731,744,753],{"__ignoreMap":443},[732,733,736,740],"span",{"class":734,"line":735},"line",1,[732,737,739],{"class":738},"sj4cs","cd",[732,741,743],{"class":742},"sZZnC"," your-project\n",[732,745,746,749],{"class":734,"line":623},[732,747,688],{"class":748},"sScJk",[732,750,752],{"class":751},"sJ8bj","                          # 进入交互模式\n",[732,754,755,759],{"class":734,"line":620},[732,756,758],{"class":757},"szBVR",">",[732,760,762],{"class":761},"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",[20,764,765],{},"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。",[710,767,769],{"id":768},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[20,771,772,773,777],{},"Claude Code 2.x 引入了 ",[524,774,776],{"href":775},"\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：",[435,779,781],{"className":726,"code":780,"language":728,"meta":443,"style":443},"\u002Fagents              # 管理子代理\n\u002Fbatch              # 把大改动拆成独立单元，每个跑在自己的 git worktree\n\u002Ftasks              # 列出后台运行的子代理\n",[43,782,783,791,799],{"__ignoreMap":443},[732,784,785,788],{"class":734,"line":735},[732,786,787],{"class":748},"\u002Fagents",[732,789,790],{"class":751},"              # 管理子代理\n",[732,792,793,796],{"class":734,"line":623},[732,794,795],{"class":748},"\u002Fbatch",[732,797,798],{"class":751},"              # 把大改动拆成独立单元，每个跑在自己的 git worktree\n",[732,800,801,804],{"class":734,"line":620},[732,802,803],{"class":748},"\u002Ftasks",[732,805,806],{"class":751},"              # 列出后台运行的子代理\n",[20,808,809,810,815],{},"据 ",[524,811,814],{"href":812,"rel":813},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[574],"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。",[710,817,819],{"id":818},"slash-命令生产力关键","Slash 命令（生产力关键）",[20,821,822],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[183,824,825,835],{},[186,826,827],{},[189,828,829,832],{},[192,830,831],{},"命令",[192,833,834],{},"用途",[199,836,837,851,861,874,884,894,904,914,924,934,944,954,964],{},[189,838,839,844],{},[204,840,841],{},[43,842,843],{},"\u002Finit",[204,845,846,847,850],{},"第一次进入仓库时跑，生成 ",[43,848,849],{},"CLAUDE.md","（项目记忆）",[189,852,853,858],{},[204,854,855],{},[43,856,857],{},"\u002Fmemory",[204,859,860],{},"编辑长期记忆",[189,862,863,868],{},[204,864,865],{},[43,866,867],{},"\u002Fclear",[204,869,870,871,46],{},"清空当前对话，重新开始（",[27,872,873],{},"最被低估的命令",[189,875,876,881],{},[204,877,878],{},[43,879,880],{},"\u002Fcompact",[204,882,883],{},"长对话压缩，挽救快爆炸的 context window",[189,885,886,891],{},[204,887,888],{},[43,889,890],{},"\u002Fcontext",[204,892,893],{},"显示当前 context 用量",[189,895,896,901],{},[204,897,898],{},[43,899,900],{},"\u002Fplan",[204,902,903],{},"切到 plan 模式（只规划不执行）",[189,905,906,911],{},[204,907,908],{},[43,909,910],{},"\u002Fmodel",[204,912,913],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[189,915,916,921],{},[204,917,918],{},[43,919,920],{},"\u002Fdiff",[204,922,923],{},"看本轮所有改动",[189,925,926,931],{},[204,927,928],{},[43,929,930],{},"\u002Fcode-review",[204,932,933],{},"对 diff 跑代码审查",[189,935,936,941],{},[204,937,938],{},[43,939,940],{},"\u002Frewind",[204,942,943],{},"回滚到任意 checkpoint（代码 + 对话）",[189,945,946,951],{},[204,947,948],{},[43,949,950],{},"\u002Fmcp",[204,952,953],{},"管理 MCP 服务器",[189,955,956,961],{},[204,957,958],{},[43,959,960],{},"\u002Fdoctor",[204,962,963],{},"排查环境问题",[189,965,966,975],{},[204,967,968,971,972],{},[43,969,970],{},"\u002Fresume"," ",[43,973,974],{},"\u002Fbranch",[204,976,977],{},"回到 \u002F fork 历史对话",[20,979,980,985,986,988,989,991,992,995],{},[524,981,984],{"href":982,"rel":983},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[574],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[43,987,880],{},"（每 20-30 分钟一次防止 context drift）、",[43,990,867],{},"（新任务开新会话）、自定义命令（写在 ",[43,993,994],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[710,997,999],{"id":998},"mcp-集成一等公民","MCP 集成（一等公民）",[20,1001,1002,1006,1007,1010],{},[524,1003,1005],{"href":1004},"\u002Fwiki\u002Fmcp.html","MCP"," 是 Anthropic 自家协议，Claude Code 是 MCP 支持最完整的客户端。配置一次 ",[43,1008,1009],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[435,1012,1016],{"className":1013,"code":1014,"language":1015,"meta":443,"style":443},"language-json shiki shiki-themes github-light github-dark","{\n  \"mcpServers\": {\n    \"postgres\": {\n      \"command\": \"npx\",\n      \"args\": [\"@modelcontextprotocol\u002Fserver-postgres\", \"postgresql:\u002F\u002F...\"]\n    }\n  }\n}\n","json",[43,1017,1018,1023,1031,1038,1053,1074,1080,1086],{"__ignoreMap":443},[732,1019,1020],{"class":734,"line":735},[732,1021,1022],{"class":761},"{\n",[732,1024,1025,1028],{"class":734,"line":623},[732,1026,1027],{"class":738},"  \"mcpServers\"",[732,1029,1030],{"class":761},": {\n",[732,1032,1033,1036],{"class":734,"line":620},[732,1034,1035],{"class":738},"    \"postgres\"",[732,1037,1030],{"class":761},[732,1039,1041,1044,1047,1050],{"class":734,"line":1040},4,[732,1042,1043],{"class":738},"      \"command\"",[732,1045,1046],{"class":761},": ",[732,1048,1049],{"class":742},"\"npx\"",[732,1051,1052],{"class":761},",\n",[732,1054,1056,1059,1062,1065,1068,1071],{"class":734,"line":1055},5,[732,1057,1058],{"class":738},"      \"args\"",[732,1060,1061],{"class":761},": [",[732,1063,1064],{"class":742},"\"@modelcontextprotocol\u002Fserver-postgres\"",[732,1066,1067],{"class":761},", ",[732,1069,1070],{"class":742},"\"postgresql:\u002F\u002F...\"",[732,1072,1073],{"class":761},"]\n",[732,1075,1077],{"class":734,"line":1076},6,[732,1078,1079],{"class":761},"    }\n",[732,1081,1083],{"class":734,"line":1082},7,[732,1084,1085],{"class":761},"  }\n",[732,1087,1089],{"class":734,"line":1088},8,[732,1090,1091],{"class":761},"}\n",[20,1093,1094],{},"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。",[710,1096,1098],{"id":1097},"后台-远程模式","后台 \u002F 远程模式",[20,1100,1101,1104,1105,1108,1109,1112],{},[43,1102,1103],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[43,1106,1107],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[43,1110,1111],{},"\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\"。",[16,1114,1115],{"id":1115},"价格与运行成本",[20,1117,1118,1119,1124,1125,1130],{},"根据 ",[524,1120,1123],{"href":1121,"rel":1122},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[574],"explainx.ai 2026-06 评测"," 和 ",[524,1126,1129],{"href":1127,"rel":1128},"https:\u002F\u002Fclaude.com\u002Fpricing",[574],"Anthropic 官方定价"," 整理：",[183,1132,1133,1146],{},[186,1134,1135],{},[189,1136,1137,1140,1143],{},[192,1138,1139],{},"路径",[192,1141,1142],{},"价格",[192,1144,1145],{},"适用场景",[199,1147,1148,1161,1174,1187,1200],{},[189,1149,1150,1155,1158],{},[204,1151,1152],{},[27,1153,1154],{},"BYOK（自带 API key）",[204,1156,1157],{},"按 token 计费",[204,1159,1160],{},"全自由，但单月烧到 $500+ 也常见",[189,1162,1163,1168,1171],{},[204,1164,1165],{},[27,1166,1167],{},"Pro",[204,1169,1170],{},"$20\u002F月（年付 ~$17）",[204,1172,1173],{},"个人开发者，每天 1-4 小时",[189,1175,1176,1181,1184],{},[204,1177,1178],{},[27,1179,1180],{},"Max 5x",[204,1182,1183],{},"$100\u002F月",[204,1185,1186],{},"重度用户 + Opus 模型访问",[189,1188,1189,1194,1197],{},[204,1190,1191],{},[27,1192,1193],{},"Max 20x",[204,1195,1196],{},"$200\u002F月",[204,1198,1199],{},"8h+ agentic 工作流 \u002F 团队共享",[189,1201,1202,1207,1210],{},[204,1203,1204],{},[27,1205,1206],{},"Team Premium",[204,1208,1209],{},"$100\u002Fseat 年付 \u002F $125 月付",[204,1211,1212],{},"团队，含管理",[20,1214,1215],{},"API token 价格（2026 Q2 公开数据）：",[156,1217,1218,1221,1224],{},[159,1219,1220],{},"Sonnet 4.x：input $3 \u002F output $15 per 1M token",[159,1222,1223],{},"Opus 4.x：input $15 \u002F output $75 per 1M token",[159,1225,1226],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[20,1228,1229,1234],{},[524,1230,1233],{"href":1231,"rel":1232},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[574],"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。",[16,1236,1238],{"id":1237},"上手-5-分钟","上手 5 分钟",[435,1240,1242],{"className":726,"code":1241,"language":728,"meta":443,"style":443},"# macOS \u002F Linux \u002F Windows (WSL)\ncurl -fsSL https:\u002F\u002Fclaude.ai\u002Finstall.sh | bash\n\n# macOS 用 Homebrew\nbrew install --cask claude-code\n\n# Windows PowerShell\nirm https:\u002F\u002Fclaude.ai\u002Finstall.ps1 | iex\n\n# 验证 + 登录\nclaude --version\nclaude auth login          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n# 或用 API key\nexport ANTHROPIC_API_KEY=sk-ant-...\n\n# 进项目，启动\ncd your-project\nclaude \u002Finit               # 生成 CLAUDE.md\nclaude                     # 进入交互模式\n",[43,1243,1244,1249,1266,1271,1276,1290,1294,1299,1312,1317,1323,1331,1344,1349,1364,1368,1374,1381,1392],{"__ignoreMap":443},[732,1245,1246],{"class":734,"line":735},[732,1247,1248],{"class":751},"# macOS \u002F Linux \u002F Windows (WSL)\n",[732,1250,1251,1254,1257,1260,1263],{"class":734,"line":623},[732,1252,1253],{"class":748},"curl",[732,1255,1256],{"class":738}," -fsSL",[732,1258,1259],{"class":742}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[732,1261,1262],{"class":757}," |",[732,1264,1265],{"class":748}," bash\n",[732,1267,1268],{"class":734,"line":620},[732,1269,1270],{"emptyLinePlaceholder":640},"\n",[732,1272,1273],{"class":734,"line":1040},[732,1274,1275],{"class":751},"# macOS 用 Homebrew\n",[732,1277,1278,1281,1284,1287],{"class":734,"line":1055},[732,1279,1280],{"class":748},"brew",[732,1282,1283],{"class":742}," install",[732,1285,1286],{"class":738}," --cask",[732,1288,1289],{"class":742}," claude-code\n",[732,1291,1292],{"class":734,"line":1076},[732,1293,1270],{"emptyLinePlaceholder":640},[732,1295,1296],{"class":734,"line":1082},[732,1297,1298],{"class":751},"# Windows PowerShell\n",[732,1300,1301,1304,1307,1309],{"class":734,"line":1088},[732,1302,1303],{"class":748},"irm",[732,1305,1306],{"class":742}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[732,1308,1262],{"class":757},[732,1310,1311],{"class":748}," iex\n",[732,1313,1315],{"class":734,"line":1314},9,[732,1316,1270],{"emptyLinePlaceholder":640},[732,1318,1320],{"class":734,"line":1319},10,[732,1321,1322],{"class":751},"# 验证 + 登录\n",[732,1324,1326,1328],{"class":734,"line":1325},11,[732,1327,688],{"class":748},[732,1329,1330],{"class":738}," --version\n",[732,1332,1333,1335,1338,1341],{"class":734,"line":5},[732,1334,688],{"class":748},[732,1336,1337],{"class":742}," auth",[732,1339,1340],{"class":742}," login",[732,1342,1343],{"class":751},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[732,1345,1346],{"class":734,"line":8},[732,1347,1348],{"class":751},"# 或用 API key\n",[732,1350,1352,1355,1358,1361],{"class":734,"line":1351},14,[732,1353,1354],{"class":757},"export",[732,1356,1357],{"class":761}," ANTHROPIC_API_KEY",[732,1359,1360],{"class":757},"=",[732,1362,1363],{"class":761},"sk-ant-...\n",[732,1365,1366],{"class":734,"line":7},[732,1367,1270],{"emptyLinePlaceholder":640},[732,1369,1371],{"class":734,"line":1370},16,[732,1372,1373],{"class":751},"# 进项目，启动\n",[732,1375,1377,1379],{"class":734,"line":1376},17,[732,1378,739],{"class":738},[732,1380,743],{"class":742},[732,1382,1384,1386,1389],{"class":734,"line":1383},18,[732,1385,688],{"class":748},[732,1387,1388],{"class":742}," \u002Finit",[732,1390,1391],{"class":751},"               # 生成 CLAUDE.md\n",[732,1393,1395,1397],{"class":734,"line":1394},19,[732,1396,688],{"class":748},[732,1398,1399],{"class":751},"                     # 进入交互模式\n",[16,1401,1402],{"id":1402},"国内使用注意事项",[248,1404,1405,1411,1417,1423],{},[159,1406,1407,1410],{},[27,1408,1409],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[159,1412,1413,1416],{},[27,1414,1415],{},"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",[159,1418,1419,1422],{},[27,1420,1421],{},"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",[159,1424,1425,1428,1429,1433,1434,1438,1439,79,1443,1447],{},[27,1426,1427],{},"替代路径","：用 ",[524,1430,1432],{"href":1431},"\u002Fcoding\u002Fcli\u002Faider.html","Aider"," 或 ",[524,1435,1437],{"href":1436},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," 接 ",[524,1440,1442],{"href":1441},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[524,1444,1446],{"href":1445},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[16,1449,1450],{"id":1450},"与同类怎么选",[183,1452,1453,1476],{},[186,1454,1455],{},[189,1456,1457,1460,1462,1466,1472],{},[192,1458,1459],{},"维度",[192,1461,540],{},[192,1463,1464],{},[524,1465,527],{"href":526},[192,1467,1468],{},[524,1469,1471],{"href":1470},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[192,1473,1474],{},[524,1475,1432],{"href":1431},[199,1477,1478,1494,1510,1528,1549,1563,1577,1594],{},[189,1479,1480,1483,1486,1489,1492],{},[204,1481,1482],{},"形态",[204,1484,1485],{},"CLI（IDE 无关）",[204,1487,1488],{},"AI-first IDE",[204,1490,1491],{},"CLI",[204,1493,1491],{},[189,1495,1496,1499,1502,1505,1507],{},[204,1497,1498],{},"长任务能力",[204,1500,1501],{},"★★★★★",[204,1503,1504],{},"★★★★☆",[204,1506,1504],{},[204,1508,1509],{},"★★★☆☆",[189,1511,1512,1515,1522,1524,1526],{},[204,1513,1514],{},"上下文管理",[204,1516,1517,1518,971,1520],{},"★★★★★ ",[43,1519,880],{},[43,1521,867],{},[204,1523,1504],{},[204,1525,1504],{},[204,1527,1509],{},[189,1529,1530,1533,1540,1543,1546],{},[204,1531,1532],{},"子代理 \u002F 并行",[204,1534,1535,1536,971,1538,46],{},"✅（",[43,1537,787],{},[43,1539,795],{},[204,1541,1542],{},"部分（Bug bot）",[204,1544,1545],{},"⚠️ 有限",[204,1547,1548],{},"❌",[189,1550,1551,1554,1557,1559,1561],{},[204,1552,1553],{},"MCP 支持",[204,1555,1556],{},"★★★★★ 一等公民",[204,1558,1504],{},[204,1560,1509],{},[204,1562,1548],{},[189,1564,1565,1568,1570,1572,1574],{},[204,1566,1567],{},"Git 集成",[204,1569,1504],{},[204,1571,1509],{},[204,1573,1509],{},[204,1575,1576],{},"★★★★★ 每改即 commit",[189,1578,1579,1582,1585,1588,1591],{},[204,1580,1581],{},"国内门槛",[204,1583,1584],{},"高（账号+支付+网络）",[204,1586,1587],{},"高（账号+支付）",[204,1589,1590],{},"高",[204,1592,1593],{},"低（BYOK 国产模型）",[189,1595,1596,1598,1601,1604,1606],{},[204,1597,1142],{},[204,1599,1600],{},"$20-$200\u002F月",[204,1602,1603],{},"$20\u002F月",[204,1605,1600],{},[204,1607,1608],{},"仅 API 成本",[20,1610,1611,289],{},[27,1612,1613],{},"选 Claude Code 如果你",[156,1615,1616,1619,1622,1625],{},[159,1617,1618],{},"重视长任务自主性 + 上下文管理",[159,1620,1621],{},"JetBrains \u002F Vim 用户，不想换 IDE",[159,1623,1624],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[159,1626,1627],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[20,1629,1630,289],{},[27,1631,1632],{},"别选 Claude Code 如果你",[156,1634,1635,1641,1646],{},[159,1636,1637,1638,1640],{},"国内、个人、预算紧（去 ",[524,1639,1432],{"href":1431}," + DeepSeek）",[159,1642,1643,1644,46],{},"想要纯 IDE 内 inline 体验（",[524,1645,527],{"href":526},[159,1647,1648,1649,46],{},"主要写补全而非 agent 任务（",[524,1650,1652],{"href":1651},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[16,1654,1655],{"id":1655},"避坑清单",[156,1657,1658,1671,1686,1700,1708,1726,1740,1746],{},[159,1659,1660,1666,1667,1670],{},[27,1661,1662,1665],{},[43,1663,1664],{},"ANTHROPIC_API_KEY"," 优先级最高","：你以为在用 Pro 订阅，但 env 里有 key 时实际走 API 计费——卡崩之前先 ",[43,1668,1669],{},"env | grep ANTHROPIC"," 检查",[159,1672,1673,1679,1680,1682,1683,1685],{},[27,1674,1675,1676,1678],{},"长会话不 ",[43,1677,880],{}," 会越来越笨","：context 接近上限时，模型会开始忘记前面约定。社区共识：每 20-30 分钟 ",[43,1681,880],{}," 一次或 ",[43,1684,867],{}," 开新会话",[159,1687,1688,1693,1694,1699],{},[27,1689,1690,1692],{},[43,1691,910],{}," 切换是个坑","：跨模型切会丢部分 context ",[524,1695,1698],{"href":1696,"rel":1697},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[574],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[159,1701,1702,1707],{},[27,1703,1704,1706],{},[43,1705,843],{}," 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",[159,1709,1710,1715,1716,971,1719,971,1722,1725],{},[27,1711,1712,1714],{},[43,1713,994],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[43,1717,1718],{},"\u002Fdeploy",[43,1720,1721],{},"\u002Fmigrate",[43,1723,1724],{},"\u002Freview-pr","，提交进 git",[159,1727,1728,1731,1732,1735,1736,1739],{},[27,1729,1730],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[43,1733,1734],{},"--permission-mode plan"," 或开 ",[43,1737,1738],{},"acceptEdits"," 但配合 git worktree",[159,1741,1742,1745],{},[27,1743,1744],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[159,1747,1748,1751],{},[27,1749,1750],{},"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",[16,1753,517],{"id":517},[156,1755,1756,1769,1785,1800],{},[159,1757,1758,1759,79,1761,79,1763,79,1765,79,1767],{},"同类对比：",[524,1760,527],{"href":526},[524,1762,536],{"href":535},[524,1764,1471],{"href":1470},[524,1766,1432],{"href":1431},[524,1768,1437],{"href":1436},[159,1770,1771,1772,79,1775,79,1779,79,1781],{},"概念：",[524,1773,1774],{"href":775},"AI Agent",[524,1776,1778],{"href":1777},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[524,1780,1005],{"href":1004},[524,1782,1784],{"href":1783},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[159,1786,1787,1788,79,1792,79,1796],{},"模型：",[524,1789,1791],{"href":1790},"\u002Fmodels\u002Fclaude-opus-4.html","Claude Opus 4",[524,1793,1795],{"href":1794},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[524,1797,1799],{"href":1798},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[159,1801,1802,1803,79,1807],{},"进阶：",[524,1804,1806],{"href":1805},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[524,1808,1810],{"href":1809},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[16,1812,564],{"id":564},[156,1814,1815,1822,1829,1836,1843,1849],{},[159,1816,1817,1818],{},"官网：",[524,1819,1820],{"href":1820,"rel":1821},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[574],[159,1823,1824,1825],{},"官方文档：",[524,1826,1827],{"href":1827,"rel":1828},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[574],[159,1830,1831,1832],{},"GitHub：",[524,1833,1834],{"href":1834,"rel":1835},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[574],[159,1837,1838,1839],{},"CLI Reference：",[524,1840,1841],{"href":1841,"rel":1842},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[574],[159,1844,1845,1846],{},"官方定价：",[524,1847,1127],{"href":1127,"rel":1848},[574],[159,1850,1851],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[20,1853,1854,1855,1857],{},"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 ",[524,1856,617],{"href":617}," 反馈。",[1859,1860,1861],"style",{},"html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":443,"searchDepth":620,"depth":620,"links":1863},[1864,1865,1872,1873,1874,1875,1876,1877,1878],{"id":671,"depth":623,"text":672},{"id":708,"depth":623,"text":708,"children":1866},[1867,1868,1869,1870,1871],{"id":712,"depth":620,"text":713},{"id":768,"depth":620,"text":769},{"id":818,"depth":620,"text":819},{"id":998,"depth":620,"text":999},{"id":1097,"depth":620,"text":1098},{"id":1115,"depth":623,"text":1115},{"id":1237,"depth":623,"text":1238},{"id":1402,"depth":623,"text":1402},{"id":1450,"depth":623,"text":1450},{"id":1655,"depth":623,"text":1655},{"id":517,"depth":623,"text":517},{"id":564,"depth":623,"text":564},"cli","\u002Fimg\u002Ftools\u002Fclaude-code.webp","Claude Code 真实评测：Anthropic 官方 CLI Agent，跑在终端，跨 IDE，长任务规划与多步骤执行能力强。AIHO 编辑部基于官方文档与社区资料整理，含子代理、slash 命令、MCP、避坑指南。",false,null,[1885],"en",{},[1888,1889,1890],"claude-opus-4","claude-sonnet-4-5","claude-haiku-4",[1892,1893,1894],"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",[1898,1899,1900],"macos","linux","windows",[1902,1908,1913,1917],{"plan":1903,"price":1904,"limit":1905,"cn_pay":1906,"note":1907},"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":1909,"price":1603,"limit":1910,"cn_pay":1911,"note":1912},"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":1914,"price":1183,"limit":1915,"cn_pay":1911,"note":1916},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":1918,"price":1196,"limit":1919,"cn_pay":1911,"note":1920},"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",{"power":1055,"ux":1040,"price":620,"cn_support":623,"stability":1040},{"title":540,"description":1881},[1926,1928,1929,1931,1934],{"title":1927,"url":1827},"Claude Code 官方文档",{"title":1129,"url":1127},{"title":1930,"url":1841},"Claude Code CLI Reference",{"title":1932,"url":1933},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":1935,"url":812},"Claude Code Cheat Sheet 2026","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[1938,1939,1940,1941,1942],"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",[1879,1945,1946,666,1947,1948],"agent","terminal","long-task","mcp","2026-06-24","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。","CvXKldr1bGdEgCT3_gjFqdgSu6rn9Jc1z0xQhUVSUoc",{"id":1953,"title":1471,"alternatives":1954,"api_compatible":1955,"body":1957,"category":1879,"chinese_friendly":620,"cover":2614,"description":2615,"domestic":1882,"extension":638,"faq":2616,"free":1882,"github":1983,"languages":2632,"meta":2634,"models":2635,"navigation":640,"notSuitable":2639,"opensource":640,"path":2643,"pillar":1896,"platforms":2644,"priceTable":2645,"pricing":2661,"published":1922,"relatedPlaybooks":2662,"relatedReviews":1883,"score":2665,"self_host":1882,"seo":2666,"seoTitle":1883,"slug":648,"sources":2667,"stem":2676,"suitable":2677,"tagline":2682,"tags":2683,"updated":1949,"verdict":2688,"website":2566,"__hash__":2689},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex.md",[647,663,664],[1956],"openai",{"type":13,"value":1958,"toc":2598},[1959,1961,1976,1979,1991,1994,2014,2017,2047,2049,2107,2112,2116,2121,2125,2148,2151,2155,2178,2182,2202,2205,2207,2308,2319,2322,2460,2465,2467,2521,2525,2532,2534,2558,2560,2587,2595],[16,1960,672],{"id":671},[674,1962,1964,1973],{"className":1963},[677,678,679],[20,1965,1966,1968,1969,1972],{},[27,1967,684],{}," Codex CLI 是 OpenAI 官方做的终端 Coding Agent，对标 Claude Code。",[27,1970,1971],{},"Rust 实现 + Windows 原生沙箱 + 子代理 + MCP + Hooks","，2026 默认模型 gpt-5-codex \u002F gpt-5-codex-mini，ChatGPT Plus\u002FPro\u002FTeam\u002FEdu 已含使用额度。",[20,1974,1975],{},"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。",[16,1977,1978],{"id":1978},"它到底是个什么",[20,1980,1981,1986,1987,1990],{},[524,1982,1985],{"href":1983,"rel":1984},"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex",[574],"GitHub: openai\u002Fcodex","，",[27,1988,1989],{},"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。",[20,1992,1993],{},"2026 的三个主线：",[248,1995,1996,2002,2008],{},[159,1997,1998,2001],{},[27,1999,2000],{},"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。",[159,2003,2004,2007],{},[27,2005,2006],{},"Agent 自主性","：Subagents GA、Smart Approvals、PostToolUse hooks、worktree 自动化。",[159,2009,2010,2013],{},[27,2011,2012],{},"企业就绪","：自定义 CA 证书、userpromptsubmit hooks、托管配置、插件策略强制。",[20,2015,2016],{},"最有用的 4 个能力：",[156,2018,2019,2025,2031,2037],{},[159,2020,2021,2024],{},[27,2022,2023],{},"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。",[159,2026,2027,2030],{},[27,2028,2029],{},"MCP 工具调用","：连 GitHub \u002F 数据库 \u002F Slack \u002F 自建 server，支持并行 tool call。",[159,2032,2033,2036],{},[27,2034,2035],{},"Subagents","：把大任务拆给多个并行 sub-agent，token 用得多但效率高。",[159,2038,2039,2042,2043,2046],{},[27,2040,2041],{},"Image inputs","：终端里 ",[43,2044,2045],{},"codex -i screenshot.png \"解释这个错误\""," 直接读图。",[16,2048,1142],{"id":1142},[183,2050,2051,2063],{},[186,2052,2053],{},[189,2054,2055,2058,2060],{},[192,2056,2057],{},"档位",[192,2059,1142],{},[192,2061,2062],{},"说明",[199,2064,2065,2075,2085,2096],{},[189,2066,2067,2070,2072],{},[204,2068,2069],{},"ChatGPT Plus",[204,2071,1603],{},[204,2073,2074],{},"含 Codex CLI 用量（2026-03 起 mini 模型额度 +4×）",[189,2076,2077,2080,2082],{},[204,2078,2079],{},"ChatGPT Pro",[204,2081,1196],{},[204,2083,2084],{},"更高额度 + 优先处理 + Spark 研究预览",[189,2086,2087,2090,2093],{},[204,2088,2089],{},"Business \u002F Edu \u002F Team",[204,2091,2092],{},"$25-30\u002F用户\u002F月起",[204,2094,2095],{},"企业管理 + SSO + Codex 含在内",[189,2097,2098,2101,2104],{},[204,2099,2100],{},"纯 API",[204,2102,2103],{},"按 token",[204,2105,2106],{},"gpt-5.5 ≈ $1.25 \u002F $10 per 1M token",[140,2108,2109],{},[20,2110,2111],{},"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。",[16,2113,2115],{"id":2114},"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）",[140,2117,2118],{},[20,2119,2120],{},"来源说明：以下基于 Codex CLI 官方 features 文档与公开评测整合。",[710,2122,2124],{"id":2123},"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",[435,2126,2128],{"className":726,"code":2127,"language":728,"meta":443,"style":443},"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",[43,2129,2130,2141],{"__ignoreMap":443},[732,2131,2132,2135,2138],{"class":734,"line":735},[732,2133,2134],{"class":748},"codex",[732,2136,2137],{"class":738}," -m",[732,2139,2140],{"class":742}," gpt-5-codex\n",[732,2142,2143,2145],{"class":734,"line":623},[732,2144,758],{"class":757},[732,2146,2147],{"class":761}," 在 src\u002Fauth 模块下加 OAuth2 callback handler，参考已有的 token refresh 实现\n",[20,2149,2150],{},"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。",[710,2152,2154],{"id":2153},"任务-2ci-失败自动-debug","任务 2：CI 失败自动 debug",[435,2156,2158],{"className":726,"code":2157,"language":728,"meta":443,"style":443},"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",[43,2159,2160,2173],{"__ignoreMap":443},[732,2161,2162,2164,2167,2170],{"class":734,"line":735},[732,2163,2134],{"class":748},[732,2165,2166],{"class":738}," --features",[732,2168,2169],{"class":742}," enable",[732,2171,2172],{"class":742}," post_tool_use_hook\n",[732,2174,2175],{"class":734,"line":623},[732,2176,2177],{"class":751},"# 然后跑 cargo test，CI 失败时 Hook 自动触发 Agent 分析失败 + 写 fix\n",[710,2179,2181],{"id":2180},"任务-3跨仓库脚手架生成","任务 3：跨仓库脚手架生成",[435,2183,2185],{"className":726,"code":2184,"language":728,"meta":443,"style":443},"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",[43,2186,2187,2195],{"__ignoreMap":443},[732,2188,2189,2191,2193],{"class":734,"line":735},[732,2190,2134],{"class":748},[732,2192,2137],{"class":738},[732,2194,2140],{"class":742},[732,2196,2197,2199],{"class":734,"line":623},[732,2198,758],{"class":757},[732,2200,2201],{"class":761}," 用 mono-repo 模式建 3 个 package：core \u002F cli \u002F web，统一走 pnpm workspace\n",[20,2203,2204],{},"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。",[16,2206,1238],{"id":1237},[435,2208,2210],{"className":726,"code":2209,"language":728,"meta":443,"style":443},"# 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",[43,2211,2212,2217,2231,2235,2240,2245,2249,2256,2271,2284,2297],{"__ignoreMap":443},[732,2213,2214],{"class":734,"line":735},[732,2215,2216],{"class":751},"# macOS \u002F Linux\n",[732,2218,2219,2221,2223,2226,2228],{"class":734,"line":623},[732,2220,1253],{"class":748},[732,2222,1256],{"class":738},[732,2224,2225],{"class":742}," https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh",[732,2227,1262],{"class":757},[732,2229,2230],{"class":748}," sh\n",[732,2232,2233],{"class":734,"line":620},[732,2234,1270],{"emptyLinePlaceholder":640},[732,2236,2237],{"class":734,"line":1040},[732,2238,2239],{"class":751},"# Windows（原生 PowerShell）\n",[732,2241,2242],{"class":734,"line":1055},[732,2243,2244],{"class":751},"# 见官方 Windows setup guide，或用 npm i -g @openai\u002Fcodex\n",[732,2246,2247],{"class":734,"line":1076},[732,2248,1270],{"emptyLinePlaceholder":640},[732,2250,2251,2253],{"class":734,"line":1082},[732,2252,2134],{"class":748},[732,2254,2255],{"class":751},"                          # 启动 TUI\n",[732,2257,2258,2260,2262,2265,2268],{"class":734,"line":1088},[732,2259,2134],{"class":748},[732,2261,2137],{"class":738},[732,2263,2264],{"class":742}," gpt-5-codex",[732,2266,2267],{"class":742}," .",[732,2269,2270],{"class":751},"         # 在当前目录起 Agent\n",[732,2272,2273,2275,2278,2281],{"class":734,"line":1314},[732,2274,2134],{"class":748},[732,2276,2277],{"class":738}," --remote",[732,2279,2280],{"class":742}," wss:\u002F\u002F...",[732,2282,2283],{"class":751},"       # 远程模式（SSH \u002F 容器）\n",[732,2285,2286,2288,2291,2294],{"class":734,"line":1319},[732,2287,2134],{"class":748},[732,2289,2290],{"class":742}," features",[732,2292,2293],{"class":742}," list",[732,2295,2296],{"class":751},"            # 看可用 feature flag\n",[732,2298,2299,2301,2303,2305],{"class":734,"line":1325},[732,2300,2134],{"class":748},[732,2302,2290],{"class":742},[732,2304,2169],{"class":742},[732,2306,2307],{"class":742}," unified_exec\n",[20,2309,2310,2311,2314,2315,2318],{},"配置文件：",[43,2312,2313],{},"$CODEX_HOME\u002Fconfig.toml","（默认 ",[43,2316,2317],{},"~\u002F.codex\u002Fconfig.toml","）。",[16,2320,2321],{"id":2321},"同类对比",[183,2323,2324,2338],{},[186,2325,2326],{},[189,2327,2328,2330,2332,2334,2336],{},[192,2329,1459],{},[192,2331,1471],{},[192,2333,540],{},[192,2335,1432],{},[192,2337,1437],{},[199,2339,2340,2355,2371,2387,2404,2418,2432,2447],{},[189,2341,2342,2344,2347,2349,2352],{},[204,2343,1482],{},[204,2345,2346],{},"终端 TUI",[204,2348,2346],{},[204,2350,2351],{},"终端 REPL",[204,2353,2354],{},"VS Code 插件",[189,2356,2357,2360,2363,2366,2369],{},[204,2358,2359],{},"默认模型",[204,2361,2362],{},"gpt-5-codex",[204,2364,2365],{},"Claude Sonnet\u002FOpus",[204,2367,2368],{},"BYOK 任意",[204,2370,2368],{},[189,2372,2373,2376,2379,2382,2385],{},[204,2374,2375],{},"含在订阅",[204,2377,2378],{},"ChatGPT Plus\u002FPro",[204,2380,2381],{},"Claude.ai $20\u002F月",[204,2383,2384],{},"❌（仅 API）",[204,2386,2384],{},[189,2388,2389,2392,2395,2398,2401],{},[204,2390,2391],{},"沙箱",[204,2393,2394],{},"macOS Sandbox \u002F Landlock \u002F AppContainer",[204,2396,2397],{},"类似",[204,2399,2400],{},"无",[204,2402,2403],{},"VS Code 环境",[189,2405,2406,2408,2411,2413,2416],{},[204,2407,1005],{},[204,2409,2410],{},"✅",[204,2412,2410],{},[204,2414,2415],{},"部分",[204,2417,2410],{},[189,2419,2420,2422,2425,2428,2430],{},[204,2421,2035],{},[204,2423,2424],{},"✅ GA",[204,2426,2427],{},"✅ Task tool",[204,2429,1548],{},[204,2431,1548],{},[189,2433,2434,2437,2440,2443,2445],{},[204,2435,2436],{},"开源",[204,2438,2439],{},"Apache-2.0",[204,2441,2442],{},"闭源",[204,2444,2439],{},[204,2446,2439],{},[189,2448,2449,2452,2454,2456,2458],{},[204,2450,2451],{},"原生 Windows",[204,2453,2410],{},[204,2455,2415],{},[204,2457,2410],{},[204,2459,2410],{},[140,2461,2462],{},[20,2463,2464],{},"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。",[16,2466,1655],{"id":1655},[248,2468,2469,2475,2485,2495,2501,2507],{},[159,2470,2471,2474],{},[27,2472,2473],{},"国内访问别频繁切 IP","，OpenAI 风控严，账号被封基本无法找回。",[159,2476,2477,2480,2481,2484],{},[27,2478,2479],{},"沙箱默认会限制网络","，跑 ",[43,2482,2483],{},"npm install"," 等需要联网的命令前先看 approval 弹窗。",[159,2486,2487,2490,2491,2494],{},[27,2488,2489],{},"Subagents 吃 token 多","，预算敏感时关闭 ",[43,2492,2493],{},"[agents]"," 配置或换 mini 模型。",[159,2496,2497,2500],{},[27,2498,2499],{},"WebSocket 远程模式只接受 wss:\u002F\u002F 或 localhost ws:\u002F\u002F","，远程公网必须 TLS。",[159,2502,2503,2506],{},[27,2504,2505],{},"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。",[159,2508,2509,2516,2517,2520],{},[27,2510,2511,2512,2515],{},"不要用过期的 ",[43,2513,2514],{},"--approval-mode"," 旧参数","，新版用 ",[43,2518,2519],{},"codex features"," 子命令管理。",[16,2522,2524],{"id":2523},"适合-不适合","适合 \u002F 不适合",[20,2526,2527,2528,2531],{},"✅ 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。",[2529,2530],"br",{},"\n❌ GUI 党；纯内网开发；偏好 Claude 长上下文风格的人。",[16,2533,517],{"id":517},[156,2535,2536,2543,2549],{},[159,2537,2538,2539],{},"配套 playbook：",[524,2540,2542],{"href":2541},"\u002Fplaybook\u002Fcodex-cli-vs-claude-code.html","Codex CLI vs Claude Code 怎么选",[159,2544,543,2545],{},[524,2546,2548],{"href":2547},"\u002Fcoding\u002Fcli\u002F","AI CLI 全分类",[159,2550,2551,2552,528,2554,528,2556],{},"替代品：",[524,2553,540],{"href":539},[524,2555,1432],{"href":1431},[524,2557,1437],{"href":1436},[16,2559,564],{"id":564},[156,2561,2562,2568,2575,2580],{},[159,2563,1824,2564],{},[524,2565,2566],{"href":2566,"rel":2567},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli",[574],[159,2569,2570,2571],{},"Features 页：",[524,2572,2573],{"href":2573,"rel":2574},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli\u002Ffeatures",[574],[159,2576,1831,2577],{},[524,2578,1983],{"href":1983,"rel":2579},[574],[159,2581,2582,2583],{},"2026 更新综述：",[524,2584,2585],{"href":2585,"rel":2586},"https:\u002F\u002Fcodex.danielvaughan.com\u002F2026\u002F03\u002F27\u002Fcodex-cli-in-2026-whats-new",[574],[140,2588,2589],{},[20,2590,2591,2592,2594],{},"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 ",[524,2593,617],{"href":617}," 反馈更新。",[1859,2596,2597],{},"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":443,"searchDepth":620,"depth":620,"links":2599},[2600,2601,2602,2603,2608,2609,2610,2611,2612,2613],{"id":671,"depth":623,"text":672},{"id":1978,"depth":623,"text":1978},{"id":1142,"depth":623,"text":1142},{"id":2114,"depth":623,"text":2115,"children":2604},[2605,2606,2607],{"id":2123,"depth":620,"text":2124},{"id":2153,"depth":620,"text":2154},{"id":2180,"depth":620,"text":2181},{"id":1237,"depth":623,"text":1238},{"id":2321,"depth":623,"text":2321},{"id":1655,"depth":623,"text":1655},{"id":2523,"depth":623,"text":2524},{"id":517,"depth":623,"text":517},{"id":564,"depth":623,"text":564},"\u002Fimg\u002Ftools\u002Fcodex.webp","Codex CLI 真实评测：OpenAI 官方开源（Apache-2.0）终端 Coding Agent，Rust 实现，原生 Windows 沙箱 + 子代理 + MCP + 钩子 + 远程控制；2026 默认模型升级到 gpt-5-codex \u002F gpt-5-codex-mini，Plus\u002FPro\u002FTeam\u002FEdu 计划已含。",[2617,2620,2623,2626,2629],{"q":2618,"a":2619},"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":2621,"a":2622},"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":2624,"a":2625},"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":2627,"a":2628},"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":2630,"a":2631},"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。",[2633,1885],"zh",{},[2636,2362,2637,2638],"gpt-5.5","gpt-5-codex-mini","gpt-5.3-codex-spark",[2640,2641,2642],"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",[1900,1898,1899],[2646,2650,2653,2657],{"plan":2069,"price":1603,"limit":2647,"cn_pay":2648,"note":2649},"含 Codex CLI 使用额度，默认 gpt-5-codex-mini（2026-03 起额度 +4×）","支付宝","个人入门",{"plan":2079,"price":1196,"limit":2651,"cn_pay":2648,"note":2652},"更高额度 + 优先处理 + GPT-5.3-Codex-Spark 研究预览","Agent 重度用户",{"plan":2089,"price":2092,"limit":2654,"cn_pay":2655,"note":2656},"团队管理 + SSO + Codex 含在内","—","团队档",{"plan":2658,"price":2103,"limit":2659,"cn_pay":2655,"note":2660},"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",[2663,2664],"ai-coding\u002Fcodex-cli-vs-claude-code","ai-coding\u002Fterminal-agent-workflow",{"power":1055,"ux":1040,"price":1040,"cn_support":620,"stability":1040},{"title":1471,"description":2615},[2668,2670,2672,2674],{"title":2669,"url":2566},"Codex CLI 官方文档",{"title":2671,"url":2573},"Codex CLI Features 官方",{"title":2673,"url":1983},"Codex CLI GitHub",{"title":2675,"url":2585},"Codex CLI 2026 更新综述","tools\u002Fcoding\u002Fcli\u002Fcodex",[2678,2679,2680,2681],"终端 \u002F TMUX \u002F Vim 重度用户","已经订阅 ChatGPT Plus \u002F Pro 的人（白嫖 Codex 用量）","Windows 原生开发者（Codex CLI 有 PowerShell 沙箱，不必走 WSL）","需要远程 SSH \u002F 容器中跑 Agent 的人（headless 友好）","OpenAI 官方终端 Coding Agent，GPT-5.5 \u002F gpt-5-codex 驱动",[1879,1945,1946,1956,2684,2685,1948,2686,2687],"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。","yuhhpEbqR7kWVQ0pUFXQrPNj-3Uuhg7Xc0IXjaxW2_0",{"id":2691,"title":527,"alternatives":2692,"api_compatible":2693,"body":2694,"category":3124,"chinese_friendly":1040,"cover":3125,"description":3126,"domestic":1882,"extension":638,"faq":3127,"free":1882,"github":443,"languages":3146,"meta":3147,"models":3148,"navigation":640,"notSuitable":3152,"opensource":1882,"path":3157,"pillar":1896,"platforms":3158,"priceTable":3159,"pricing":3182,"published":1922,"relatedPlaybooks":3183,"relatedReviews":1883,"score":3187,"self_host":1882,"seo":3188,"seoTitle":3189,"slug":644,"sources":3190,"stem":3197,"suitable":3198,"tagline":3203,"tags":3204,"updated":1949,"verdict":3210,"website":3211,"__hash__":3212},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fcursor.md",[645,646,647,648],[1956,666],{"type":13,"value":2695,"toc":3108},[2696,2698,2723,2725,2728,2734,2765,2774,2778,2781,2799,2817,2820,2824,2829,2833,2842,2846,2856,2860,2866,2868,2898,2900,2998,3003,3005,3043,3045,3051,3053,3073,3075,3098,3105],[16,2697,672],{"id":671},[674,2699,2701,2706],{"className":2700},[677,678,679],[20,2702,2703,2705],{},[27,2704,684],{}," 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。",[20,2707,2708,2709,2712,2713,2712,2716,2712,2719,2722],{},"代价是：",[27,2710,2711],{},"$20\u002F月起","、",[27,2714,2715],{},"国内访问不稳",[27,2717,2718],{},"2025-06 之后按 token 计费",[27,2720,2721],{},"频繁切 IP 容易封号","。重度用户月底真的会超额。",[16,2724,1978],{"id":1978},[20,2726,2727],{},"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。",[20,2729,2730,2731,289],{},"它的护城河不是某一个 feature，而是",[27,2732,2733],{},"三件套乘以工程化",[248,2735,2736,2744,2749],{},[159,2737,2738,2740,2741,2743],{},[27,2739,654],{},"（",[43,2742,45],{},"）— 多文件 Agent，看完整个仓库后做 plan-then-act 改写；2026 的 Composer 2 \u002F 2.5 已经能在文件树尺度做重构。",[159,2745,2746,2748],{},[27,2747,52],{}," — 不只是补当前行，而是预测你的下一步光标位置 + 多行 diff。这个体验是 GitHub Copilot 没追上的部分。",[159,2750,2751,2753,2754,63,2756,2758,2759,2761,2762,2764],{},[27,2752,58],{}," — ",[43,2755,62],{},[43,2757,66],{}," 引外部文档、",[43,2760,70],{}," 联网搜、",[43,2763,74],{}," 看 diff，相当于 RAG + 工具调用都内嵌好了。",[20,2766,2767,2768,2770,2771,2773],{},"2026 年另加两件大件：",[27,2769,89],{},"（云端 VM 跑长任务，类似一个并行的 junior）和 ",[27,2772,93],{},"（PR 自动审查 + 自动 fix 提交）。",[16,2775,2777],{"id":2776},"价格-计费重点","价格 & 计费（重点）",[20,2779,2780],{},"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：",[156,2782,2783,2790,2796],{},[159,2784,2785,2786,2789],{},"每档套餐有",[27,2787,2788],{},"包含的美元额度","，按底层模型 API 价折算。",[159,2791,2792,2793,2795],{},"超出后",[27,2794,174],{},"（on-demand），月底结算。",[159,2797,2798],{},"重模型 \u002F 长上下文 \u002F MAX 模式吃额度最快。",[20,2800,2801,2804,2805,2807,2810,2811,2813,2816],{},[27,2802,2803],{},"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。",[2529,2806],{},[27,2808,2809],{},"Pro+ \u002F Ultra","：$60+ \u002F $200\u002F月，给天天跑 Agent 的开发者。",[2529,2812],{},[27,2814,2815],{},"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。",[20,2818,2819],{},"国内付款：结账页选 Alipay，可走支付宝。",[16,2821,2823],{"id":2822},"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）",[140,2825,2826],{},[20,2827,2828],{},"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。",[710,2830,2832],{"id":2831},"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",[20,2834,2835,2838,2839,2841],{},[43,2836,2837],{},"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。",[2529,2840],{},"\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。",[710,2843,2845],{"id":2844},"任务-2跨仓库引用查找","任务 2：跨仓库引用查找",[20,2847,2848,2850,2851,2758,2853,2855],{},[43,2849,62],{}," 在 50k+ 行项目里召回相关文件、",[43,2852,66],{},[43,2854,70],{}," 联网搜。多数同类工具还停留在\"开个文件让 AI 看\"。",[710,2857,2859],{"id":2858},"任务-3mcp-接入","任务 3：MCP 接入",[20,2861,2862,2865],{},[43,2863,2864],{},"~\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。",[16,2867,1238],{"id":1237},[435,2869,2871],{"className":726,"code":2870,"language":728,"meta":443,"style":443},"# 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",[43,2872,2873,2878,2883,2888,2893],{"__ignoreMap":443},[732,2874,2875],{"class":734,"line":735},[732,2876,2877],{"class":751},"# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n",[732,2879,2880],{"class":734,"line":623},[732,2881,2882],{"class":751},"# 2. 用 GitHub \u002F Google 登录\n",[732,2884,2885],{"class":734,"line":620},[732,2886,2887],{"class":751},"# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n",[732,2889,2890],{"class":734,"line":1040},[732,2891,2892],{"class":751},"# 4. 打开任意项目 → Cmd+I 试 Composer\n",[732,2894,2895],{"class":734,"line":1055},[732,2896,2897],{"class":751},"# 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",[16,2899,2321],{"id":2321},[183,2901,2902,2916],{},[186,2903,2904],{},[189,2905,2906,2908,2910,2912,2914],{},[192,2907,1459],{},[192,2909,527],{},[192,2911,540],{},[192,2913,1652],{},[192,2915,532],{},[199,2917,2918,2932,2948,2964,2981],{},[189,2919,2920,2922,2925,2928,2930],{},[204,2921,1482],{},[204,2923,2924],{},"VS Code fork",[204,2926,2927],{},"终端 CLI",[204,2929,2354],{},[204,2931,2924],{},[189,2933,2934,2936,2939,2942,2945],{},[204,2935,1142],{},[204,2937,2938],{},"$20\u002F月起 + 用量",[204,2940,2941],{},"包含在 Claude.ai $20\u002F月 \u002F Max",[204,2943,2944],{},"$10\u002F月",[204,2946,2947],{},"免费（国内版）\u002F $10\u002F月（国际 Pro）",[189,2949,2950,2953,2956,2958,2961],{},[204,2951,2952],{},"国内访问",[204,2954,2955],{},"需稳定代理",[204,2957,2955],{},[204,2959,2960],{},"需代理",[204,2962,2963],{},"国内版直连",[189,2965,2966,2969,2972,2975,2978],{},[204,2967,2968],{},"Agent 形态",[204,2970,2971],{},"Composer + Cloud Agents",[204,2973,2974],{},"全终端",[204,2976,2977],{},"Agent Mode",[204,2979,2980],{},"Builder + SOLO",[189,2982,2983,2986,2989,2992,2995],{},[204,2984,2985],{},"适合",[204,2987,2988],{},"IDE-first 全栈",[204,2990,2991],{},"终端 \u002F 后端 \u002F DevOps",[204,2993,2994],{},"老 VS Code 党",[204,2996,2997],{},"国内 \u002F 中文场景",[140,2999,3000],{},[20,3001,3002],{},"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」。",[16,3004,1655],{"id":1655},[248,3006,3007,3013,3019,3025,3031,3037],{},[159,3008,3009,3012],{},[27,3010,3011],{},"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。",[159,3014,3015,3018],{},[27,3016,3017],{},"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。",[159,3020,3021,3024],{},[27,3022,3023],{},"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。",[159,3026,3027,3030],{},[27,3028,3029],{},"Composer 改大文件前先 commit","，Accept All 偶有 import 错位，git 是后悔药。",[159,3032,3033,3036],{},[27,3034,3035],{},"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。",[159,3038,3039,3042],{},[27,3040,3041],{},"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。",[16,3044,2524],{"id":2523},[20,3046,3047,3048,3050],{},"✅ 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。",[2529,3049],{},"\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。",[16,3052,517],{"id":517},[156,3054,3055,3061,3065],{},[159,3056,2538,3057],{},[524,3058,3060],{"href":3059},"\u002Fplaybook\u002Fcursor-rules-best-practice.html","Cursor Rules 最佳实践",[159,3062,543,3063],{},[524,3064,547],{"href":546},[159,3066,2551,3067,528,3069,528,3071],{},[524,3068,532],{"href":531},[524,3070,536],{"href":535},[524,3072,540],{"href":539},[16,3074,564],{"id":564},[156,3076,3077,3083,3089,3095],{},[159,3078,3079,3080],{},"官方定价页：",[524,3081,572],{"href":572,"rel":3082},[574],[159,3084,3085,3086],{},"Composer 文档：",[524,3087,580],{"href":580,"rel":3088},[574],[159,3090,3091,3092],{},"Cursor 3.5 Cloud Agents 公告：",[524,3093,587],{"href":587,"rel":3094},[574],[159,3096,3097],{},"第三方评测：ZBuild 2026 评测、Flexprice Cursor pricing 解析、Codersera 3.5 完整指南",[140,3099,3100],{},[20,3101,3102,3103,2594],{},"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 ",[524,3104,617],{"href":617},[1859,3106,3107],{},"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":443,"searchDepth":620,"depth":620,"links":3109},[3110,3111,3112,3113,3118,3119,3120,3121,3122,3123],{"id":671,"depth":623,"text":672},{"id":1978,"depth":623,"text":1978},{"id":2776,"depth":623,"text":2777},{"id":2822,"depth":623,"text":2823,"children":3114},[3115,3116,3117],{"id":2831,"depth":620,"text":2832},{"id":2844,"depth":620,"text":2845},{"id":2858,"depth":620,"text":2859},{"id":1237,"depth":623,"text":1238},{"id":2321,"depth":623,"text":2321},{"id":1655,"depth":623,"text":1655},{"id":2523,"depth":623,"text":2524},{"id":517,"depth":623,"text":517},{"id":564,"depth":623,"text":564},"ide","\u002Fimg\u002Ftools\u002Fcursor.webp","Cursor 真实评测：基于 VS Code fork、内置 Claude \u002F GPT-5 多模型、Composer 多文件 Agent、MCP 支持。一句话：目前最强 AI IDE，但国内网络与封号是硬伤。",[3128,3131,3134,3137,3140,3143],{"q":3129,"a":3130},"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":3132,"a":3133},"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":3135,"a":3136},"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":3138,"a":3139},"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":3141,"a":3142},"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":3144,"a":3145},"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）。",[2633,1885],{},[3149,2684,3150,3151],"claude-sonnet-4.5","gemini-2.5-pro","cursor-small",[3153,3154,3155,3156],"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",[1900,1898,1899],[3160,3165,3169,3173,3177],{"plan":3161,"price":3162,"limit":3163,"cn_pay":1548,"note":3164},"Hobby (Free)","$0","Agent 限量 + Tab 补全限量","仅试用，不可付费",{"plan":1167,"price":1603,"limit":3166,"cn_pay":3167,"note":3168},"扩展 Agent + 前沿模型 + Cloud Agents + Bugbot（按量）","✅ 支付宝","个人主力档",{"plan":2809,"price":3170,"limit":3171,"cn_pay":2410,"note":3172},"$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":3174,"price":3175,"limit":3176,"cn_pay":2410,"note":2656},"Teams","$40\u002F用户\u002F月","团队计费 + SSO + 团队 Rules \u002F Skills \u002F 共享 Bugbot",{"plan":3178,"price":3179,"limit":3180,"cn_pay":2410,"note":3181},"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",[3184,3185,3186],"ai-coding\u002Fcursor-rules-best-practice","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Fcursor-vs-claude-code-when-to-use",{"power":1055,"ux":1055,"price":620,"cn_support":620,"stability":1040},{"title":527,"description":3126},"Cursor 评测：最强 AI IDE，价格、模型与避坑",[3191,3193,3195],{"title":3192,"url":572},"Cursor 官方定价页",{"title":3194,"url":580},"Cursor Composer 官方文档",{"title":3196,"url":587},"Cursor 3.5 Release Notes（Cloud Agents）","tools\u002Fcoding\u002Fide\u002Fcursor",[3199,3200,3201,3202],"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",[3124,3205,3206,1948,3207,3208,3209],"agent-mode","composer","vscode-fork","bugbot","background-agent","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","-Jj7hzus2HQSxreSaAl7I8g3bDkX0EqWlv7240Tz_wc",{"id":3214,"title":532,"alternatives":3215,"api_compatible":1883,"body":3218,"category":3124,"chinese_friendly":1055,"cover":3721,"description":3722,"domestic":1882,"extension":638,"faq":3723,"free":1882,"github":443,"languages":3739,"meta":3740,"models":3741,"navigation":640,"notSuitable":3747,"opensource":1882,"path":3751,"pillar":1896,"platforms":3752,"priceTable":3753,"pricing":3767,"published":1922,"relatedPlaybooks":3768,"relatedReviews":1883,"score":3770,"self_host":1882,"seo":3771,"seoTitle":3772,"slug":645,"sources":3773,"stem":3782,"suitable":3783,"tagline":3788,"tags":3789,"updated":1949,"verdict":3795,"website":3674,"__hash__":3796},"tools\u002Ftools\u002Fcoding\u002Fide\u002Ftrae.md",[644,646,3216,3217],"coding\u002Fcopilot\u002Ftongyi-lingma","coding\u002Fcopilot\u002Fcodebuddy",{"type":13,"value":3219,"toc":3705},[3220,3222,3237,3239,3242,3268,3271,3315,3317,3390,3395,3399,3404,3408,3411,3415,3418,3422,3425,3427,3466,3468,3594,3596,3634,3636,3642,3644,3665,3667,3697,3703],[16,3221,672],{"id":671},[674,3223,3225,3234],{"className":3224},[677,678,679],[20,3226,3227,3229,3230,3233],{},[27,3228,684],{}," Trae 是字节做的 AI IDE，",[27,3231,3232],{},"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）。",[20,3235,3236],{},"天花板略低于 Cursor + Claude Sonnet 4.5 MAX 模式，但日常 90% 任务够用。",[16,3238,1978],{"id":1978},[20,3240,3241],{},"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：",[156,3243,3244,3250,3256,3262],{},[159,3245,3246,3249],{},[27,3247,3248],{},"国内访问稳定","：trae.com.cn 直接走国内 CDN，零代理。",[159,3251,3252,3255],{},[27,3253,3254],{},"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。",[159,3257,3258,3261],{},[27,3259,3260],{},"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。",[159,3263,3264,3267],{},[27,3265,3266],{},"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」。",[20,3269,3270],{},"特色功能：",[248,3272,3273,3279,3285,3291,3297,3303,3309],{},[159,3274,3275,3278],{},[27,3276,3277],{},"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。",[159,3280,3281,3284],{},[27,3282,3283],{},"Chat 编程"," — 实时对话排错，类似 Cursor Chat。",[159,3286,3287,3290],{},[27,3288,3289],{},"图像转代码"," — 上传 Figma \u002F UI 截图，AI 解析布局 + 输出响应式 HTML\u002FCSS。",[159,3292,3293,3296],{},[27,3294,3295],{},"Webview 实时预览"," — 改前端代码即所见即所得，热重载 \u003C 300ms。",[159,3298,3299,3302],{},[27,3300,3301],{},"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。",[159,3304,3305,3308],{},[27,3306,3307],{},"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。",[159,3310,3311,3314],{},[27,3312,3313],{},"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。",[16,3316,1142],{"id":1142},[183,3318,3319,3333],{},[186,3320,3321],{},[189,3322,3323,3325,3327,3330],{},[192,3324,2057],{},[192,3326,1142],{},[192,3328,3329],{},"模型",[192,3331,3332],{},"限制",[199,3334,3335,3351,3364,3377],{},[189,3336,3337,3342,3345,3348],{},[204,3338,3339],{},[27,3340,3341],{},"国内版",[204,3343,3344],{},"免费",[204,3346,3347],{},"豆包 \u002F DeepSeek \u002F Kimi \u002F Doubao-Seed",[204,3349,3350],{},"无限调用",[189,3352,3353,3356,3358,3361],{},[204,3354,3355],{},"国际版 Free",[204,3357,3162],{},[204,3359,3360],{},"Claude \u002F GPT \u002F Gemini",[204,3362,3363],{},"5000 补全 \u002F 月 + 1000 高级模型 + 60 超级模型",[189,3365,3366,3369,3371,3374],{},[204,3367,3368],{},"国际版 Pro",[204,3370,2944],{},[204,3372,3373],{},"全模型",[204,3375,3376],{},"无限补全 + 无限高级模型 + 600 快速队列超级模型",[189,3378,3379,3382,3385,3387],{},[204,3380,3381],{},"限时容量包",[204,3383,3384],{},"$3 \u002F $7 \u002F $12",[204,3386,2655],{},[204,3388,3389],{},"100 \u002F 300 \u002F 600 额外快速队列（Pro 加购）",[140,3391,3392],{},[20,3393,3394],{},"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。",[16,3396,3398],{"id":3397},"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）",[140,3400,3401],{},[20,3402,3403],{},"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。",[710,3405,3407],{"id":3406},"任务-1vue-组件一键生成","任务 1：Vue 组件一键生成",[20,3409,3410],{},"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。",[710,3412,3414],{"id":3413},"任务-2截图转代码","任务 2：截图转代码",[20,3416,3417],{},"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。",[710,3419,3421],{"id":3420},"任务-3跨文件重构","任务 3：跨文件重构",[20,3423,3424],{},"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。",[16,3426,1238],{"id":1237},[435,3428,3430],{"className":726,"code":3429,"language":728,"meta":443,"style":443},"# 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",[43,3431,3432,3437,3442,3446,3451,3456,3461],{"__ignoreMap":443},[732,3433,3434],{"class":734,"line":735},[732,3435,3436],{"class":751},"# 国内：https:\u002F\u002Fwww.trae.com.cn 下载\n",[732,3438,3439],{"class":734,"line":623},[732,3440,3441],{"class":751},"# 国际：https:\u002F\u002Fwww.trae.ai 下载\n",[732,3443,3444],{"class":734,"line":620},[732,3445,1270],{"emptyLinePlaceholder":640},[732,3447,3448],{"class":734,"line":1040},[732,3449,3450],{"class":751},"# 1. 启动 → 用手机号 \u002F 邮箱登录\n",[732,3452,3453],{"class":734,"line":1055},[732,3454,3455],{"class":751},"# 2. 一键导入 VS Code 配置（首次启动会问）\n",[732,3457,3458],{"class":734,"line":1076},[732,3459,3460],{"class":751},"# 3. 默认模型选豆包 1.5-pro（国内版）或 Claude Sonnet 4（国际版）\n",[732,3462,3463],{"class":734,"line":1082},[732,3464,3465],{"class":751},"# 4. Cmd\u002FCtrl + I 开 Chat，Cmd\u002FCtrl + L 开 Builder\n",[16,3467,2321],{"id":2321},[183,3469,3470,3487],{},[186,3471,3472],{},[189,3473,3474,3476,3479,3482,3484],{},[192,3475,1459],{},[192,3477,3478],{},"Trae 国内版",[192,3480,3481],{},"Cursor Pro",[192,3483,536],{},[192,3485,3486],{},"通义灵码",[199,3488,3489,3506,3520,3533,3548,3564,3578],{},[189,3490,3491,3493,3497,3500,3503],{},[204,3492,1142],{},[204,3494,3495],{},[27,3496,3344],{},[204,3498,3499],{},"$20\u002F月+用量",[204,3501,3502],{},"$15\u002F月",[204,3504,3505],{},"个人免费",[189,3507,3508,3510,3513,3515,3517],{},[204,3509,1482],{},[204,3511,3512],{},"独立 IDE",[204,3514,3512],{},[204,3516,3512],{},[204,3518,3519],{},"VS Code \u002F JetBrains 插件",[189,3521,3522,3525,3527,3529,3531],{},[204,3523,3524],{},"国内直连",[204,3526,2410],{},[204,3528,1548],{},[204,3530,1548],{},[204,3532,2410],{},[189,3534,3535,3537,3540,3543,3545],{},[204,3536,2359],{},[204,3538,3539],{},"豆包 1.5-pro",[204,3541,3542],{},"Claude\u002FGPT",[204,3544,3542],{},[204,3546,3547],{},"通义千问",[189,3549,3550,3553,3556,3558,3561],{},[204,3551,3552],{},"上下文召回",[204,3554,3555],{},"@-symbol",[204,3557,3555],{},[204,3559,3560],{},"Cascade",[204,3562,3563],{},"@workspace",[189,3565,3566,3569,3572,3574,3576],{},[204,3567,3568],{},"多文件 Agent",[204,3570,3571],{},"Builder",[204,3573,654],{},[204,3575,3560],{},[204,3577,2415],{},[189,3579,3580,3582,3585,3588,3591],{},[204,3581,2985],{},[204,3583,3584],{},"国内全栈",[204,3586,3587],{},"海外全栈",[204,3589,3590],{},"海外重 Agent",[204,3592,3593],{},"JetBrains 党",[16,3595,1655],{"id":1655},[248,3597,3598,3604,3610,3616,3622,3628],{},[159,3599,3600,3603],{},[27,3601,3602],{},"国内版 ≠ 国际版","，账号互不相通，下载安装包注意别下错。",[159,3605,3606,3609],{},[27,3607,3608],{},"海外有 Claude 限制","：港澳地区 Claude 系列暂不可用，需用 GPT 或 Gemini 替代。",[159,3611,3612,3615],{},[27,3613,3614],{},"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。",[159,3617,3618,3621],{},[27,3619,3620],{},"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。",[159,3623,3624,3627],{},[27,3625,3626],{},"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。",[159,3629,3630,3633],{},[27,3631,3632],{},"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。",[16,3635,2524],{"id":2523},[20,3637,3638,3639,3641],{},"✅ 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。",[2529,3640],{},"\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。",[16,3643,517],{"id":517},[156,3645,3646,3652,3656],{},[159,3647,2538,3648],{},[524,3649,3651],{"href":3650},"\u002Fplaybook\u002Ftrae-vs-cursor.html","Trae vs Cursor 怎么选",[159,3653,543,3654],{},[524,3655,547],{"href":546},[159,3657,2551,3658,528,3660,528,3662],{},[524,3659,527],{"href":526},[524,3661,536],{"href":535},[524,3663,3486],{"href":3664},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html",[16,3666,564],{"id":564},[156,3668,3669,3676,3683,3690],{},[159,3670,3671,3672],{},"官网（国内版）：",[524,3673,3674],{"href":3674,"rel":3675},"https:\u002F\u002Fwww.trae.com.cn",[574],[159,3677,3678,3679],{},"官网（国际版）：",[524,3680,3681],{"href":3681,"rel":3682},"https:\u002F\u002Fwww.trae.ai",[574],[159,3684,3685,3686],{},"计费文档：",[524,3687,3688],{"href":3688,"rel":3689},"https:\u002F\u002Fwww.w3cschool.cn\u002Ftraedocs\u002Ftrae-ide-billing.html",[574],[159,3691,3692,3693],{},"模型更新公告：",[524,3694,3695],{"href":3695,"rel":3696},"https:\u002F\u002Fdeveloper.volcengine.com\u002Farticles\u002F7598410724993728521",[574],[140,3698,3699],{},[20,3700,2591,3701,2594],{},[524,3702,617],{"href":617},[1859,3704,3107],{},{"title":443,"searchDepth":620,"depth":620,"links":3706},[3707,3708,3709,3710,3715,3716,3717,3718,3719,3720],{"id":671,"depth":623,"text":672},{"id":1978,"depth":623,"text":1978},{"id":1142,"depth":623,"text":1142},{"id":3397,"depth":623,"text":3398,"children":3711},[3712,3713,3714],{"id":3406,"depth":620,"text":3407},{"id":3413,"depth":620,"text":3414},{"id":3420,"depth":620,"text":3421},{"id":1237,"depth":623,"text":1238},{"id":2321,"depth":623,"text":2321},{"id":1655,"depth":623,"text":1655},{"id":2523,"depth":623,"text":2524},{"id":517,"depth":623,"text":517},{"id":564,"depth":623,"text":564},"\u002Fimg\u002Ftools\u002Ftrae.webp","Trae 真实评测：字节出品的 AI IDE，国内版完全免费、无需代理、Doubao 模型直连，是 Cursor 的国内平替首选；国际版 $10\u002F月 Pro 接入 Claude \u002F GPT-4o \u002F Gemini。含价格对比、与 Cursor 的差异、避坑指南。",[3724,3727,3730,3733,3736],{"q":3725,"a":3726},"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":3728,"a":3729},"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":3731,"a":3732},"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":3734,"a":3735},"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":3737,"a":3738},"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。",[2633,1885],{},[3742,3743,3744,3745,3150,3746],"doubao-seed-1.8","deepseek-v3","claude-sonnet-4","gpt-4o","kimi-k2",[3748,3749,3750],"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",[1900,1898,1899],[3754,3757,3760,3764],{"plan":3341,"price":3344,"limit":3755,"cn_pay":3344,"note":3756},"Doubao \u002F DeepSeek \u002F Kimi 等国产模型免费无限调用","国内开发者首选",{"plan":3355,"price":3162,"limit":3758,"cn_pay":2655,"note":3759},"5000 次补全 + 1000 次高级模型 + 60 次超级模型\u002F月","海外免费档",{"plan":3368,"price":2944,"limit":3761,"cn_pay":3762,"note":3763},"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":3381,"price":3384,"limit":3765,"cn_pay":2648,"note":3766},"100 \u002F 300 \u002F 600 次快速队列问答（30 天有效）","Pro 用户加购","国内版免费 \u002F 国际版 Free \u002F Pro $10\u002F月",[3769,3185],"ai-coding\u002Ftrae-vs-cursor",{"power":1040,"ux":1055,"price":1055,"cn_support":1055,"stability":1040},{"title":532,"description":3722},"Trae 评测：字节 AI IDE，国内免费 Cursor 平替",[3774,3776,3778,3780],{"title":3775,"url":3674},"Trae 官网（国内版）",{"title":3777,"url":3681},"Trae 官网（国际版）",{"title":3779,"url":3688},"Trae IDE 国际版套餐与计费",{"title":3781,"url":3695},"火山引擎社区 Trae 更新公告","tools\u002Fcoding\u002Fide\u002Ftrae",[3784,3785,3786,3787],"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",[3124,3790,3791,3792,3207,3793,3794],"bytedance","free","china","builder-mode","multi-model","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）。","DyuvtL3M66V90ceYPXlkbNnqdVAdjJ3AVBIPso_vxbU",{"id":3798,"title":536,"alternatives":3799,"api_compatible":1883,"body":3802,"category":3124,"chinese_friendly":620,"cover":4517,"description":4518,"domestic":1882,"extension":638,"faq":1883,"free":1882,"github":1883,"languages":4519,"meta":4520,"models":1883,"navigation":640,"notSuitable":1883,"opensource":1882,"path":4521,"pillar":1896,"platforms":4522,"priceTable":4523,"pricing":4536,"published":1922,"relatedPlaybooks":1883,"relatedReviews":1883,"score":4537,"self_host":1882,"seo":4538,"seoTitle":1883,"slug":646,"sources":4539,"stem":4553,"suitable":1883,"tagline":4554,"tags":4555,"updated":1949,"verdict":4558,"website":4482,"__hash__":4559},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md",[644,645,3800,3801],"coding\u002Fide\u002Fzed","coding\u002Fextension\u002Fcline",{"type":13,"value":3803,"toc":4500},[3804,3806,3821,3826,3828,3832,3838,3852,3860,3874,3882,3902,3906,3915,3919,3922,3925,3945,3949,3956,4027,4032,4043,4051,4053,4088,4091,4112,4114,4142,4144,4284,4289,4303,4308,4335,4337,4393,4395,4398,4418,4421,4440,4442,4474,4476,4493,4497],[16,3805,672],{"id":671},[674,3807,3809,3814],{"className":3808},[677,678,679],[20,3810,3811,3813],{},[27,3812,684],{}," Codeium（公司已被 OpenAI 在 2026-05 收购，传闻 Windsurf 业务后续会改名 Devin Desktop）出品的 AI-first IDE，VS Code fork 基底 + 自研 Cascade Agent。最大卖点：免费档比 Cursor 大方，自动补全（Supercomplete）号称体感最快。",[20,3815,3816,3817,3820],{},"代价是 2026 Q1 切到 ",[27,3818,3819],{},"credit 制","，重度用户成本压力变大；OpenAI 收购后产品方向有不确定性。",[140,3822,3823],{},[20,3824,3825],{},"来源说明：本文基于 windsurf.com 官方页面、docs.devin.ai 的 Cascade 文档、多份独立评测（vibecoding.app \u002F eesel.ai \u002F openaitoolshub \u002F pecollective.com）综合整理。Codeium 公司更名 \u002F 被收购等结构性变动较快，请以最新官方信息为准。",[16,3827,708],{"id":708},[710,3829,3831],{"id":3830},"cascade核心-agent-引擎","Cascade：核心 Agent 引擎",[20,3833,3834,3835,3837],{},"Cascade 是 Windsurf 对标 ",[524,3836,527],{"href":526}," Composer 的多步骤 Agent。两种模式：",[156,3839,3840,3846],{},[159,3841,3842,3845],{},[27,3843,3844],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[159,3847,3848,3851],{},[27,3849,3850],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[20,3853,3854,3859],{},[524,3855,3858],{"href":3856,"rel":3857},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[574],"官方 Cascade 文档"," 公开的能力：",[156,3861,3862,3865,3868,3871],{},[159,3863,3864],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[159,3866,3867],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[159,3869,3870],{},"自动探测项目用的包管理器并装依赖",[159,3872,3873],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[20,3875,3876,3881],{},[524,3877,3880],{"href":3878,"rel":3879},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[574],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[156,3883,3884,3890,3896],{},[159,3885,3886,3889],{},[27,3887,3888],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[159,3891,3892,3895],{},[27,3893,3894],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[159,3897,3898,3901],{},[27,3899,3900],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[710,3903,3905],{"id":3904},"supercomplete补全速度优势","Supercomplete：补全速度优势",[20,3907,3908,3909,3914],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[524,3910,3913],{"href":3911,"rel":3912},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[574],"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）。",[710,3916,3918],{"id":3917},"flows上下文聊天","Flows：上下文聊天",[20,3920,3921],{},"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。",[710,3923,3924],{"id":3924},"其他",[156,3926,3927,3933,3939],{},[159,3928,3929,3932],{},[27,3930,3931],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[159,3934,3935,3938],{},[27,3936,3937],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[159,3940,3941,3944],{},[27,3942,3943],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[16,3946,3948],{"id":3947},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[20,3950,3951,3955],{},[524,3952,3954],{"href":3911,"rel":3953},[574],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[183,3957,3958,3973],{},[186,3959,3960],{},[189,3961,3962,3965,3967,3970],{},[192,3963,3964],{},"套餐",[192,3966,1142],{},[192,3968,3969],{},"Credits",[192,3971,3972],{},"备注",[199,3974,3975,3988,4000,4014],{},[189,3976,3977,3980,3982,3985],{},[204,3978,3979],{},"Free",[204,3981,3162],{},[204,3983,3984],{},"25 credits\u002F月",[204,3986,3987],{},"比 Cursor Free 体感更可用",[189,3989,3990,3992,3994,3997],{},[204,3991,1167],{},[204,3993,3502],{},[204,3995,3996],{},"500 credits\u002F月",[204,3998,3999],{},"比 Cursor Pro 便宜 $5",[189,4001,4002,4005,4008,4011],{},[204,4003,4004],{},"Team",[204,4006,4007],{},"$30\u002Fseat\u002F月",[204,4009,4010],{},"更多 credits + SSO + 中央账单",[204,4012,4013],{},"中小团队",[189,4015,4016,4018,4021,4024],{},[204,4017,3178],{},[204,4019,4020],{},"联系销售",[204,4022,4023],{},"定制",[204,4025,4026],{},"大企业 \u002F 合规",[20,4028,4029,289],{},[27,4030,4031],{},"Credit 消耗规则（社区共识，非官方明示）",[156,4033,4034,4037,4040],{},[159,4035,4036],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[159,4038,4039],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[159,4041,4042],{},"自带补全（Supercomplete）= 不算 credits",[20,4044,4045,4050],{},[524,4046,4049],{"href":4047,"rel":4048},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[574],"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。",[16,4052,1238],{"id":1237},[435,4054,4056],{"className":726,"code":4055,"language":728,"meta":443,"style":443},"# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[43,4057,4058,4063,4074,4078,4083],{"__ignoreMap":443},[732,4059,4060],{"class":734,"line":735},[732,4061,4062],{"class":751},"# macOS\n",[732,4064,4065,4067,4069,4071],{"class":734,"line":623},[732,4066,1280],{"class":748},[732,4068,1283],{"class":742},[732,4070,1286],{"class":738},[732,4072,4073],{"class":742}," windsurf\n",[732,4075,4076],{"class":734,"line":620},[732,4077,1270],{"emptyLinePlaceholder":640},[732,4079,4080],{"class":734,"line":1040},[732,4081,4082],{"class":751},"# Windows \u002F Linux\n",[732,4084,4085],{"class":734,"line":1055},[732,4086,4087],{"class":751},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[20,4089,4090],{},"打开后：",[248,4092,4093,4096,4099,4106,4109],{},[159,4094,4095],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[159,4097,4098],{},"选择主题（VS Code 用户零迁移成本）",[159,4100,4101,4102,4105],{},"打开项目目录 → ",[43,4103,4104],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[159,4107,4108],{},"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\"",[159,4110,4111],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[16,4113,1402],{"id":1402},[248,4115,4116,4122,4127,4132],{},[159,4117,4118,4121],{},[27,4119,4120],{},"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",[159,4123,4124,4126],{},[27,4125,1421],{},"：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[159,4128,4129,4131],{},[27,4130,1415],{},"：Pro 订阅只收海外卡，第三方代付方案少（不像 Cursor 有成熟代理）",[159,4133,4134,289,4136,4138,4139,4141],{},[27,4135,1427],{},[524,4137,532],{"href":531},"（字节 IDE，国内访问无门槛）或 ",[524,4140,527],{"href":526},"（生态更成熟）",[16,4143,1450],{"id":1450},[183,4145,4146,4168],{},[186,4147,4148],{},[189,4149,4150,4152,4154,4158,4162],{},[192,4151,1459],{},[192,4153,536],{},[192,4155,4156],{},[524,4157,527],{"href":526},[192,4159,4160],{},[524,4161,532],{"href":531},[192,4163,4164],{},[524,4165,4167],{"href":4166},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[199,4169,4170,4187,4201,4216,4230,4243,4256,4269],{},[189,4171,4172,4175,4178,4181,4184],{},[204,4173,4174],{},"Agent 模式",[204,4176,4177],{},"Cascade（激进）",[204,4179,4180],{},"Composer（保守）",[204,4182,4183],{},"类 Composer",[204,4185,4186],{},"ACP 协议接入",[189,4188,4189,4192,4195,4197,4199],{},[204,4190,4191],{},"补全速度",[204,4193,4194],{},"★★★★★ 自研模型",[204,4196,1504],{},[204,4198,1504],{},[204,4200,1504],{},[189,4202,4203,4206,4209,4211,4214],{},[204,4204,4205],{},"免费档慷慨度",[204,4207,4208],{},"★★★★☆ 25 credits",[204,4210,1509],{},[204,4212,4213],{},"★★★★★ 中国无限制",[204,4215,1504],{},[189,4217,4218,4221,4223,4225,4228],{},[204,4219,4220],{},"Pro 价格",[204,4222,3502],{},[204,4224,1603],{},[204,4226,4227],{},"国内免费",[204,4229,1603],{},[189,4231,4232,4235,4237,4239,4241],{},[204,4233,4234],{},"国内可用性",[204,4236,1509],{},[204,4238,1509],{},[204,4240,1501],{},[204,4242,1509],{},[189,4244,4245,4248,4250,4252,4254],{},[204,4246,4247],{},"多文件改动激进度",[204,4249,1501],{},[204,4251,1504],{},[204,4253,1504],{},[204,4255,1509],{},[189,4257,4258,4261,4263,4265,4267],{},[204,4259,4260],{},"稳定性",[204,4262,1504],{},[204,4264,1501],{},[204,4266,1504],{},[204,4268,1504],{},[189,4270,4271,4274,4277,4279,4281],{},[204,4272,4273],{},"生态（VS Code 扩展）",[204,4275,4276],{},"★★★★★ fork",[204,4278,4276],{},[204,4280,4276],{},[204,4282,4283],{},"★★★☆☆ 自家",[20,4285,4286,289],{},[27,4287,4288],{},"选 Windsurf 如果你",[156,4290,4291,4294,4297,4300],{},[159,4292,4293],{},"看重补全速度 + 多文件 Agent 的激进度",[159,4295,4296],{},"海外开发者 \u002F 已经能搞定支付和网络",[159,4298,4299],{},"免费档已经够用、不想付费",[159,4301,4302],{},"跑 Cursor 卡顿，想换个推理基础设施",[20,4304,4305,289],{},[27,4306,4307],{},"别选 Windsurf 如果你",[156,4309,4310,4315,4321,4328],{},[159,4311,4312,4313,46],{},"国内 + 不想折腾代理（去 ",[524,4314,532],{"href":531},[159,4316,4317,4318,4320],{},"重度使用 + 预算敏感（credit 制不划算，",[524,4319,527],{"href":526}," 月费固定）",[159,4322,4323,4324,79,4326,46],{},"终端原生使用者（",[524,4325,540],{"href":539},[524,4327,1432],{"href":1431},[159,4329,4330,4331,46],{},"完全开源洁癖（",[524,4332,4334],{"href":4333},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue.dev",[16,4336,1655],{"id":1655},[156,4338,4339,4345,4355,4365,4375,4381,4387],{},[159,4340,4341,4344],{},[27,4342,4343],{},"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",[159,4346,4347,4350,4351,4354],{},[27,4348,4349],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[27,4352,4353],{},"犯错也更多","，commit 频率要拉高，方便回滚",[159,4356,4357,4360,4361,4364],{},[27,4358,4359],{},"多窗口隔离","：根据 ",[524,4362,4049],{"href":4047,"rel":4363},[574]," 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",[159,4366,4367,289,4370,4374],{},[27,4368,4369],{},"Cascade 写文件失败的\"flaky\"",[524,4371,4373],{"href":3878,"rel":4372},[574],"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",[159,4376,4377,4380],{},[27,4378,4379],{},"OpenAI 收购的不确定性","：2026-05 Codeium 被 OpenAI 收购、Windsurf 业务传闻改名 Devin Desktop。日常使用没变，但长期路线图待观察",[159,4382,4383,4386],{},[27,4384,4385],{},"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",[159,4388,4389,4392],{},[27,4390,4391],{},"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",[16,4394,2524],{"id":2523},[20,4396,4397],{},"✅ 适合：",[156,4399,4400,4406,4409,4412,4415],{},[159,4401,4402,4403,4405],{},"想用比 ",[524,4404,527],{"href":526}," 更激进的 Agent 模式",[159,4407,4408],{},"重视补全的瞬时响应",[159,4410,4411],{},"海外开发者 \u002F 能稳定上代理",[159,4413,4414],{},"VS Code 用户想\"原地升级\"",[159,4416,4417],{},"团队规模中小（5-20 人），SSO 需求",[20,4419,4420],{},"❌ 不适合：",[156,4422,4423,4429,4434,4437],{},[159,4424,4425,4426,4428],{},"国内首选 IDE（",[524,4427,532],{"href":531}," 更顺）",[159,4430,4431,4432,46],{},"终端工作流为主（",[524,4433,540],{"href":539},[159,4435,4436],{},"需要私有部署 \u002F 数据不出网",[159,4438,4439],{},"反对一切 credit 制",[16,4441,517],{"id":517},[156,4443,4444,4456,4464],{},[159,4445,1758,4446,79,4448,79,4450,79,4452,79,4454],{},[524,4447,527],{"href":526},[524,4449,532],{"href":531},[524,4451,4167],{"href":4166},[524,4453,540],{"href":539},[524,4455,1652],{"href":1651},[159,4457,1771,4458,79,4460,79,4462],{},[524,4459,1774],{"href":775},[524,4461,1806],{"href":1805},[524,4463,1778],{"href":1777},[159,4465,1787,4466,79,4470,79,4472],{},[524,4467,4469],{"href":4468},"\u002Fmodels\u002Fgpt-5.html","GPT-5",[524,4471,1795],{"href":1794},[524,4473,1442],{"href":1441},[16,4475,564],{"id":564},[156,4477,4478,4484,4490],{},[159,4479,1817,4480],{},[524,4481,4482],{"href":4482,"rel":4483},"https:\u002F\u002Fwindsurf.com",[574],[159,4485,4486,4487],{},"Cascade 文档：",[524,4488,3856],{"href":3856,"rel":4489},[574],[159,4491,4492],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[20,4494,1854,4495,1857],{},[524,4496,617],{"href":617},[1859,4498,4499],{},"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: 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真实评测：原 Codeium 团队出品的 AI-first IDE，Cascade Agent 模式做多文件编辑。AIHO 编辑部基于官方文档与多份独立评测整理，含定价、与 Cursor 对比、避坑指南。",[2633,1885],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf",[1900,1898,1899],[4524,4527,4530,4533],{"plan":3979,"price":3162,"limit":4525,"cn_pay":2655,"note":4526},"25 credits\u002F月，Cascade 基础访问","比 Cursor Free 体感强",{"plan":1167,"price":3502,"limit":4528,"cn_pay":1911,"note":4529},"500 credits\u002F月，多模型","比 Cursor 便宜 $5",{"plan":4004,"price":4007,"limit":4531,"cn_pay":4532,"note":4013},"更高 credit + SSO","⚠️",{"plan":3178,"price":4020,"limit":4534,"cn_pay":2655,"note":4535},"VPC \u002F 审计 \u002F SOC2","大企业","Free 25 credits \u002F Pro $15\u002Fmo 500 credits \u002F Team $30\u002Fseat",{"power":1055,"ux":1055,"price":1040,"cn_support":620,"stability":1040},{"title":536,"description":4518},[4540,4542,4544,4547,4549,4551],{"title":4541,"url":4482},"Windsurf 官方",{"title":4543,"url":3856},"Cascade 官方文档",{"title":4545,"url":4546},"Windsurf Review 2026 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