[{"data":1,"prerenderedAt":3868},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"alt-main-kiro":8,"alt-list-kiro":565},{"tools":4,"reviews":5},98,27,{"tools":4,"reviews":5,"playbooks":7,"news":5},23,{"id":9,"title":10,"alternatives":11,"api_compatible":16,"body":17,"category":498,"chinese_friendly":487,"cover":499,"description":500,"domestic":501,"extension":502,"faq":503,"free":516,"github":16,"languages":517,"lastVerified":519,"meta":520,"models":16,"navigation":516,"notSuitable":16,"opensource":501,"path":521,"pillar":522,"platforms":523,"priceTable":527,"pricing":537,"published":538,"relatedPlaybooks":539,"relatedReviews":16,"score":542,"self_host":501,"seo":544,"seoTitle":545,"slug":546,"sources":547,"stem":555,"suitable":16,"tagline":556,"tags":557,"updated":550,"verdict":562,"website":563,"__hash__":564},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fkiro.md","Kiro",[12,13,14,15],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fclaude-code","coding\u002Fide\u002Fqoder",null,{"type":18,"value":19,"toc":482},"minimark",[20,25,29,32,35,63,67,162,165,168,189,193,198,212,217,231,234,262,265,366,369,401,405,425,428,455,458],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,28],"p",{},"Kiro 是 AWS 在 2025-07 发布、2026-03 GA 的 AI IDE，定位『把规格作为开发的基本单元』。流程是：你描述要做什么 → Kiro 生成 requirements\u002Fdesign\u002Ftasks 三份 markdown → 再按 tasks 写代码。基于 Code OSS（VS Code 同源），可直接导入主题和 Open VSX 插件。AWS 已宣布 Q Developer 给新用户停服，把研发 AI 押在 Kiro 上。",[26,30,31],{},"适合：写生产级业务系统、要可追溯的研发流程、合规要求高的团队。不适合：单人快速 prototyping、纯氛围编程、对 spec 流程没耐心的开发者。",[21,33,34],{"id":34},"三层架构",[36,37,38,46,52],"ol",{},[39,40,41,45],"li",{},[42,43,44],"strong",{},"Specs","：需求文档 + 设计文档 + 任务清单，由 agent 生成、人工 review，存仓库根目录",[39,47,48,51],{},[42,49,50],{},"Hooks","：自然语言写的事件自动化（on save \u002F on commit \u002F on schema change）",[39,53,54,57,58,62],{},[42,55,56],{},"Steering Files","：",[59,60,61],"code",{},".kiro\u002Fsteering\u002F*.md"," 里写团队规范（命名、错误处理、安全），所有 agent 调用都会读取",[21,64,66],{"id":65},"价格2026-06","价格（2026-06）",[68,69,70,92],"table",{},[71,72,73],"thead",{},[74,75,76,80,83,86,89],"tr",{},[77,78,79],"th",{},"Plan",[77,81,82],{},"价格",[77,84,85],{},"Credits\u002F月",[77,87,88],{},"超额",[77,90,91],{},"适用",[93,94,95,113,130,146],"tbody",{},[74,96,97,101,104,107,110],{},[98,99,100],"td",{},"Free",[98,102,103],{},"$0",[98,105,106],{},"50（注册赠 500）",[98,108,109],{},"无",[98,111,112],{},"试用、轻度",[74,114,115,118,121,124,127],{},[98,116,117],{},"Pro",[98,119,120],{},"$19\u002F月",[98,122,123],{},"1,000",[98,125,126],{},"$0.04\u002Fcredit",[98,128,129],{},"个人主力",[74,131,132,135,138,141,143],{},[98,133,134],{},"Pro+",[98,136,137],{},"$37\u002F月",[98,139,140],{},"2,000",[98,142,126],{},[98,144,145],{},"重度 + Spec 流水",[74,147,148,151,154,157,159],{},[98,149,150],{},"Power",[98,152,153],{},"$184\u002F月",[98,155,156],{},"10,000",[98,158,126],{},[98,160,161],{},"跑长 autonomous agent",[26,163,164],{},"底层模型走 Amazon Bedrock，路由 Claude Sonnet \u002F Amazon Nova。GovCloud 全档可用。",[21,166,167],{"id":167},"三种形态",[169,170,171,177,183],"ul",{},[39,172,173,176],{},[42,174,175],{},"Kiro IDE","：VS Code 同根的桌面 IDE",[39,178,179,182],{},[42,180,181],{},"Kiro CLI","：terminal 里的同一个 agent",[39,184,185,188],{},[42,186,187],{},"Kiro Autonomous Agent","：后台 agent，能持续工作数小时甚至数天（2025-12 AWS re:Invent 公布的 frontier agent）",[21,190,192],{"id":191},"实测中型-spring-boot-项目","实测（中型 Spring Boot 项目）",[26,194,195],{},[42,196,197],{},"亮点：",[169,199,200,203,206,209],{},[39,201,202],{},"「加一个会员订阅模块」一句话 → 5 分钟生成完整 requirements\u002Fdesign\u002Ftasks，分 17 个任务清单",[39,204,205],{},"agent 跑完会写出可运行代码 + 单元测试 + 更新 design.md",[39,207,208],{},"三个月后回来看 PR，能从仓库本身复盘当时为什么这么设计",[39,210,211],{},"Hooks 跑 OpenAPI 同步真的省心",[26,213,214],{},[42,215,216],{},"踩坑：",[169,218,219,222,225,228],{},[39,220,221],{},"单一 Spec 跑完 17 个任务烧了约 120 credits，Pro 档第 4 天就触线",[39,223,224],{},"Spec 工作流加了约 30% 时间成本，小项目得不偿失",[39,226,227],{},"2025-12 AWS 大规模故障期，Kiro autonomous agent 拿到生产权限误删配置——AWS 事后强制限制 prod 权限，但教训值得记",[39,229,230],{},"中文交互能用，但 spec 文档生成偶尔中英混搭",[21,232,233],{"id":233},"上手",[36,235,236,239,242,245,248,255],{},[39,237,238],{},"kiro.dev 注册（GitHub \u002F Google \u002F AWS 任一）",[39,240,241],{},"下载 IDE，导入项目（自动迁移 VS Code 设置）",[39,243,244],{},"写一句需求，按 Generate Spec → 审 requirements.md",[39,246,247],{},"改 \u002F 确认后让 agent 按 tasks.md 跑",[39,249,250,251,254],{},"在 ",[59,252,253],{},".kiro\u002Fsteering\u002F"," 沉淀你团队的规范",[39,256,257,258,261],{},"CLI：",[59,259,260],{},"brew install kiro-cli","，同账号即用",[21,263,264],{"id":264},"对比",[68,266,267,285],{},[71,268,269],{},[74,270,271,274,276,279,282],{},[77,272,273],{},"维度",[77,275,10],{},[77,277,278],{},"Cursor",[77,280,281],{},"Claude Code",[77,283,284],{},"Qoder",[93,286,287,304,319,334,350],{},[74,288,289,292,295,298,301],{},[98,290,291],{},"范式",[98,293,294],{},"Spec-first",[98,296,297],{},"Prompt-first",[98,299,300],{},"Prompt + CLI",[98,302,303],{},"Quest + Agent",[74,305,306,309,312,314,316],{},[98,307,308],{},"文档沉淀",[98,310,311],{},"强制 3 份",[98,313,109],{},[98,315,109],{},[98,317,318],{},"Repo Wiki",[74,320,321,323,326,329,331],{},[98,322,82],{},[98,324,325],{},"$19–$184",[98,327,328],{},"$20 起",[98,330,328],{},[98,332,333],{},"免费起步",[74,335,336,339,342,345,347],{},[98,337,338],{},"自治 agent",[98,340,341],{},"✅ 长任务",[98,343,344],{},"部分",[98,346,344],{},[98,348,349],{},"✅",[74,351,352,355,358,361,363],{},[98,353,354],{},"中文",[98,356,357],{},"2\u002F5",[98,359,360],{},"3\u002F5",[98,362,360],{},[98,364,365],{},"5\u002F5",[21,367,368],{"id":368},"避坑",[169,370,371,377,383,389,395],{},[39,372,373,376],{},[42,374,375],{},"小项目别上 Spec","：prototyping 用 Free + Chat 模式；Spec 只在长生命周期项目上才回本",[39,378,379,382],{},[42,380,381],{},"生产权限要先限","：autonomous agent 默认不要给 prod；用 sandbox \u002F staging 跑、PR 走人工",[39,384,385,388],{},[42,386,387],{},"steering files 要建仓","：团队共享的规范不写进去，每个 dev 的 agent 行为会漂移",[39,390,391,394],{},[42,392,393],{},"Pro+ 比 Pro 性价比更高","：重度用户 Pro 一周就触超额，差 $18 多翻倍 credits",[39,396,397,400],{},[42,398,399],{},"Q Developer 老用户","：迁移前先核对 IAM 集成路径，Kiro 不完全是 Q 的 drop-in",[21,402,404],{"id":403},"适合-不适合","适合 \u002F 不适合",[169,406,407,410,413,416,419,422],{},[39,408,409],{},"✅ 写生产业务系统、追求审计可追溯",[39,411,412],{},"✅ 已在 AWS 生态，想统一研发 AI",[39,414,415],{},"✅ 接受先写规格再写码的团队文化",[39,417,418],{},"❌ 单人快速 hack、prototyping",[39,420,421],{},"❌ 主语种中文、强中文协作（仍以英文为主）",[39,423,424],{},"❌ 团队抗拒文档化",[21,426,427],{"id":427},"相关阅读",[169,429,430,437,443,449],{},[39,431,432],{},[433,434,436],"a",{"href":435},"\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","Cursor 评测",[39,438,439],{},[433,440,442],{"href":441},"\u002Ftools\u002Fcoding\u002Fide\u002Fqoder","Qoder 评测",[39,444,445],{},[433,446,448],{"href":447},"\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code","Claude Code 评测",[39,450,451],{},[433,452,454],{"href":453},"\u002Fplaybook\u002Fonboarding\u002Flegacy-codebase-onboarding","Legacy 代码 Onboarding Playbook",[21,456,457],{"id":457},"来源",[36,459,460,468,475],{},[39,461,462,463],{},"RockB — Kiro AI IDE Review 2026（2026-04-21）",[433,464,465],{"href":465,"rel":466},"https:\u002F\u002Fbaeseokjae.github.io\u002Fposts\u002Fkiro-ai-ide-review-2026",[467],"nofollow",[39,469,470,471],{},"DEV.to — AWS Kiro: Specs as Unit of Work（2026-04）",[433,472,473],{"href":473,"rel":474},"https:\u002F\u002Fdev.to\u002Fjubinsoni\u002Faws-kiro-the-agentic-ide-that-makes-specs-the-unit-of-work-3eko",[467],[39,476,477,478],{},"TechCrunch — Amazon Previews 3 Frontier Agents（2025-12-02）",[433,479,480],{"href":480,"rel":481},"https:\u002F\u002Ftechcrunch.com\u002F2025\u002F12\u002F02\u002Famazon-previews-3-ai-agents-including-kiro-that-can-code-on-its-own-for-days",[467],{"title":483,"searchDepth":484,"depth":484,"links":485},"",3,[486,488,489,490,491,492,493,494,495,496,497],{"id":23,"depth":487,"text":24},2,{"id":34,"depth":487,"text":34},{"id":65,"depth":487,"text":66},{"id":167,"depth":487,"text":167},{"id":191,"depth":487,"text":192},{"id":233,"depth":487,"text":233},{"id":264,"depth":487,"text":264},{"id":368,"depth":487,"text":368},{"id":403,"depth":487,"text":404},{"id":427,"depth":487,"text":427},{"id":457,"depth":487,"text":457},"ide","\u002Fimg\u002Ftools\u002Fkiro.webp","Kiro 真实评测：AWS 出品的 spec-driven AI IDE，基于 Code OSS 构建，2026 年 3 月正式 GA。Pro $19、Pro+ $37、Power $184 四档 credits 制。AWS 同步停掉 Q Developer 新签，把研发 AI 押宝在 Kiro 上。",false,"md",[504,507,510,513],{"q":505,"a":506},"Spec-Driven 和 Cursor 的 Agent 模式区别？","Kiro 把『需求 → 设计 → 任务清单 → 代码』强制成三份产物：requirements.md \u002F design.md \u002F tasks.md。代码是 spec 的副产品，可以审计、可以复盘；Cursor \u002F Claude Code 偏 prompt-first，不沉淀文档。",{"q":508,"a":509},"Hooks 是什么？","事件驱动的自然语言自动化：保存时跑 lint、commit 前做安全扫描、API schema 变更时同步 OpenAPI 文档——都是写一段 'on save, …' 就完事，不用配脚本。",{"q":511,"a":512},"和 Amazon Q Developer 什么关系？","AWS 2026-01 宣布 Q Developer 新用户注册将于 2026-05-15 停止，明确导流到 Kiro。等于把 AWS 内部研发 AI 的产品赌注全压到 Kiro 上。",{"q":514,"a":515},"credit 烧得快吗？","小任务（Inline \u002F Chat）单次 0.x credit 起，分数级计费；但一次跑完整 Spec 实现可能消耗几十甚至上百 credits。从 Claude Code 月度 flat-rate 切过来的用户要先用 1–2 周观察实际烧量再选档。",true,[518],"en","2026-08-02",{},"\u002Ftools\u002Fcoding\u002Fide\u002Fkiro","coding",[524,525,526],"windows","macos","linux",[528,531,533,535],{"plan":100,"price":103,"credits":529,"notes":530},"50\u002F月 + 注册赠 500","BYOK 不可、模型路由受限",{"plan":117,"price":120,"credits":123,"notes":532},"超出 $0.04\u002Fcredit；含 Claude\u002FNova 路由",{"plan":134,"price":137,"credits":140,"notes":534},"重度个人 \u002F 含 Spec + Hooks 全功能",{"plan":150,"price":153,"credits":156,"notes":536},"重度 \u002F 长 autonomous agent 任务","Free \u002F Pro $19·月 \u002F Pro+ $37·月 \u002F Power $184·月","2026-06-19",[540,541],"onboarding\u002Flegacy-codebase-onboarding","refactor\u002Flarge-refactor-with-ai-agent",{"power":543,"ux":543,"price":484,"cn_support":487,"stability":543},4,{"title":10,"description":500},"Kiro AI IDE 评测 2026：新一代编程工具，对比 Cursor 和 Windsurf","coding\u002Fide\u002Fkiro",[548,551,553],{"name":549,"url":465,"accessed":550},"Kiro Review 2026 — RockB","2026-06-24",{"name":552,"url":473,"accessed":550},"AWS Kiro — DEV.to 深度解读",{"name":554,"url":480,"accessed":550},"TechCrunch — AWS 3 Frontier Agents","tools\u002Fcoding\u002Fide\u002Fkiro","AWS 的 Spec-Driven AI IDE，把『写规格 → 出代码 → 出测试』串成自动化流水",[498,558,559,560,561],"aws","spec-driven","agent","bedrock","复杂业务系统 + 喜欢先写 spec 的团队最契合；纯个人 prototyping 用 Cursor \u002F Claude Code 更轻。AWS 已宣布 Q Developer 给新用户停服，Kiro 是 AWS 这边的『未来注资方向』。","https:\u002F\u002Fkiro.dev","_L5Lhc-iPJ_uL1LVbDP2bd1p0LwUWSsCFpVNQiP6obo",[566,1220,2089,3369],{"id":567,"title":278,"alternatives":568,"api_compatible":571,"body":574,"category":498,"chinese_friendly":543,"cover":1115,"description":1116,"domestic":501,"extension":502,"faq":1117,"free":516,"github":483,"languages":1136,"lastVerified":519,"meta":1138,"models":1139,"navigation":516,"notSuitable":1145,"opensource":501,"path":435,"pillar":522,"platforms":1150,"priceTable":1151,"pricing":1176,"published":1177,"relatedPlaybooks":1178,"relatedReviews":1182,"score":1189,"self_host":501,"seo":1190,"seoTitle":1191,"slug":12,"sources":1192,"stem":1202,"suitable":1203,"tagline":1208,"tags":1209,"updated":1216,"verdict":1217,"website":1218,"__hash__":1219},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fcursor.md",[569,13,14,570],"coding\u002Fide\u002Ftrae","coding\u002Fcli\u002Fcodex",[572,573],"openai","anthropic",{"type":18,"value":575,"toc":1098},[576,578,626,629,632,638,681,696,702,706,709,728,747,750,754,760,765,774,778,788,792,798,802,840,843,945,950,953,991,993,999,1003,1014,1016,1056,1058,1084,1094],[21,577,24],{"id":23},[579,580,585,591,609],"div",{"className":581},[582,583,584],"card","p-5","my-4",[26,586,587,590],{},[42,588,589],{},"一句话："," Cursor 是当前 AI IDE 综合体验的天花板。Composer 的多文件改写、Tab 的连续预测、@-symbol 的上下文召回三件套，加上 2026 年加上的 Cloud Agents 和 Bugbot，使「让 AI 真的写一段能跑的代码」这件事比纯插件方案高一个量级。",[26,592,593,596,597,600,601,604,605,608],{},[42,594,595],{},"2026 年最大变化：SpaceX 以 600 亿美元全股票收购 Cursor 母公司 Anysphere","（2026-06-16 签约，预计 Q3 交割）。收购带来 Colossus 超算算力与 xAI 联合训练——自研模型 ",[42,598,599],{},"Composer 2.5"," 与低价的 ",[42,602,603],{},"Grok 4.5","（用 Cursor 会话数据训练）先后落地，降低了对 Anthropic\u002FOpenAI 的依赖。当前版本已迭代到 ",[42,606,607],{},"3.11","。",[26,610,611,612,615,616,615,619,615,622,625],{},"代价是：",[42,613,614],{},"$20\u002F月起","、",[42,617,618],{},"国内访问不稳",[42,620,621],{},"2025-06 之后按 token 计费",[42,623,624],{},"频繁切 IP 容易封号","。重度用户月底真的会超额。",[21,627,628],{"id":628},"它到底是个什么",[26,630,631],{},"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。",[26,633,634,635,57],{},"它的护城河不是某一个 feature，而是",[42,636,637],{},"三件套乘以工程化",[36,639,640,653,659],{},[39,641,642,645,646,649,650,652],{},[42,643,644],{},"Composer","（",[59,647,648],{},"Cmd\u002FCtrl + I","）— 多文件 Agent，看完整个仓库后做 plan-then-act 改写；现在的 ",[42,651,599],{}," 是 Cursor 自研模型（85%+ 自主研发，以 Kimi K2.5 为底），已能在文件树尺度做重构。",[39,654,655,658],{},[42,656,657],{},"Tab 补全"," — 不只是补当前行，而是预测你的下一步光标位置 + 多行 diff。收购 Supermaven 后补全采纳率达 72%，是 GitHub Copilot 没追上的部分。",[39,660,661,664,665,668,669,672,673,676,677,680],{},[42,662,663],{},"@-symbol 上下文"," — ",[59,666,667],{},"@codebase"," 自动召回相关文件、",[59,670,671],{},"@docs"," 引外部文档、",[59,674,675],{},"@web"," 联网搜、",[59,678,679],{},"@git"," 看 diff，相当于 RAG + 工具调用都内嵌好了。",[26,682,683,684,687,688,691,692,695],{},"2026 年另加两件大件：",[42,685,686],{},"Cloud Agents","（云端 VM 跑长任务，3.5 起最多 10 个并行，",[59,689,690],{},"\u002Fmultitask"," 可拆最多 8 个子 Agent 各自独立 Git 分支）和 ",[42,693,694],{},"Bugbot","（PR 自动审查 + 自动 fix 提交）。",[26,697,698,701],{},[42,699,700],{},"版本迭代速度极快","：3.0（4 月，Agents Window 成主界面）→ 3.5（5-20，Cloud Agents 并行）→ 3.9（6-30，团队市场加入 MCP 与组织）→ 3.10（7-10，Side Chats + 对话搜索）→ 3.11（7-17，Slack 集成改进）；iOS 版 Cursor Mobile 已于 6-29 上线。",[21,703,705],{"id":704},"价格-计费重点","价格 & 计费（重点）",[26,707,708],{},"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：",[169,710,711,718,725],{},[39,712,713,714,717],{},"每档套餐有",[42,715,716],{},"包含的美元额度","，按底层模型 API 价折算。",[39,719,720,721,724],{},"超出后",[42,722,723],{},"按需续费","（on-demand），月底结算。",[39,726,727],{},"重模型 \u002F 长上下文 \u002F MAX 模式吃额度最快。",[26,729,730,733,734,737,740,741,743,746],{},[42,731,732],{},"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。",[735,736],"br",{},[42,738,739],{},"Pro+ \u002F Ultra","：$60+ \u002F $200\u002F月，给天天跑 Agent 的开发者。",[735,742],{},[42,744,745],{},"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。",[26,748,749],{},"国内付款：结账页选 Alipay，可走支付宝。",[21,751,753],{"id":752},"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）",[755,756,757],"blockquote",{},[26,758,759],{},"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。",[761,762,764],"h3",{"id":763},"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",[26,766,767,770,771,773],{},[59,768,769],{},"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。",[735,772],{},"\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。",[761,775,777],{"id":776},"任务-2跨仓库引用查找","任务 2：跨仓库引用查找",[26,779,780,782,783,672,785,787],{},[59,781,667],{}," 在 50k+ 行项目里召回相关文件、",[59,784,671],{},[59,786,675],{}," 联网搜。多数同类工具还停留在\"开个文件让 AI 看\"。",[761,789,791],{"id":790},"任务-3mcp-接入","任务 3：MCP 接入",[26,793,794,797],{},[59,795,796],{},"~\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。",[21,799,801],{"id":800},"上手-5-分钟","上手 5 分钟",[803,804,808],"pre",{"className":805,"code":806,"language":807,"meta":483,"style":483},"language-bash shiki shiki-themes github-light github-dark","# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n# 2. 用 GitHub \u002F Google 登录\n# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n# 4. 打开任意项目 → Cmd+I 试 Composer\n# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n","bash",[59,809,810,819,824,829,834],{"__ignoreMap":483},[811,812,815],"span",{"class":813,"line":814},"line",1,[811,816,818],{"class":817},"sJ8bj","# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n",[811,820,821],{"class":813,"line":487},[811,822,823],{"class":817},"# 2. 用 GitHub \u002F Google 登录\n",[811,825,826],{"class":813,"line":484},[811,827,828],{"class":817},"# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n",[811,830,831],{"class":813,"line":543},[811,832,833],{"class":817},"# 4. 打开任意项目 → Cmd+I 试 Composer\n",[811,835,837],{"class":813,"line":836},5,[811,838,839],{"class":817},"# 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",[21,841,842],{"id":842},"同类对比",[68,844,845,861],{},[71,846,847],{},[74,848,849,851,853,855,858],{},[77,850,273],{},[77,852,278],{},[77,854,281],{},[77,856,857],{},"GitHub Copilot",[77,859,860],{},"Trae",[93,862,863,879,895,911,928],{},[74,864,865,868,871,874,877],{},[98,866,867],{},"形态",[98,869,870],{},"VS Code fork",[98,872,873],{},"终端 CLI",[98,875,876],{},"VS Code 插件",[98,878,870],{},[74,880,881,883,886,889,892],{},[98,882,82],{},[98,884,885],{},"$20\u002F月起 + 用量",[98,887,888],{},"包含在 Claude.ai $20\u002F月 \u002F Max",[98,890,891],{},"$10\u002F月",[98,893,894],{},"免费（国内版）\u002F $10\u002F月（国际 Pro）",[74,896,897,900,903,905,908],{},[98,898,899],{},"国内访问",[98,901,902],{},"需稳定代理",[98,904,902],{},[98,906,907],{},"需代理",[98,909,910],{},"国内版直连",[74,912,913,916,919,922,925],{},[98,914,915],{},"Agent 形态",[98,917,918],{},"Composer + Cloud Agents",[98,920,921],{},"全终端",[98,923,924],{},"Agent Mode",[98,926,927],{},"Builder + SOLO",[74,929,930,933,936,939,942],{},[98,931,932],{},"适合",[98,934,935],{},"IDE-first 全栈",[98,937,938],{},"终端 \u002F 后端 \u002F DevOps",[98,940,941],{},"老 VS Code 党",[98,943,944],{},"国内 \u002F 中文场景",[755,946,947],{},[26,948,949],{},"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」。",[21,951,952],{"id":952},"避坑清单",[36,954,955,961,967,973,979,985],{},[39,956,957,960],{},[42,958,959],{},"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。",[39,962,963,966],{},[42,964,965],{},"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。",[39,968,969,972],{},[42,970,971],{},"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。",[39,974,975,978],{},[42,976,977],{},"Composer 改大文件前先 commit","，Accept All 偶有 import 错位，git 是后悔药。",[39,980,981,984],{},[42,982,983],{},"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。",[39,986,987,990],{},[42,988,989],{},"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。",[21,992,404],{"id":403},[26,994,995,996,998],{},"✅ 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。",[735,997],{},"\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。",[21,1000,1002],{"id":1001},"市场地位2026-中","市场地位（2026 中）",[26,1004,1005,1006,1009,1010,1013],{},"Cursor 6 月初年化营收约 ",[42,1007,1008],{},"$4B","，服务 60% 财富 500 强，约 700 名员工。市占率从 2025-06 的 41% 回落到 2026-05 的 26%（",[433,1011,281],{"href":1012},"\u002Fcoding\u002Fcli\u002Fclaude-code.html"," 约占赛道一半），但 SpaceX 收购带来的算力与自研模型资源，让它在下半年的竞争中重新握有底牌。三方估算显示，Cursor 接 Sonnet 5 后端时 SWE-bench 约 65.7%，默认配置约 51.7%。",[21,1015,427],{"id":427},[169,1017,1018,1030,1037,1044],{},[39,1019,1020,1021,1025,1026],{},"最新资讯：",[433,1022,1024],{"href":1023},"\u002Fnews\u002F2026\u002Fspacex-acquires-cursor.html","SpaceX 600 亿美元收购 Cursor"," · ",[433,1027,1029],{"href":1028},"\u002Fnews\u002F2026\u002Fgrok-4-5-release.html","Grok 4.5 与 Cursor 联合训练",[39,1031,1032,1033],{},"配套 playbook：",[433,1034,1036],{"href":1035},"\u002Fplaybook\u002Fcursor-rules-best-practice.html","Cursor Rules 最佳实践",[39,1038,1039,1040],{},"同分类：",[433,1041,1043],{"href":1042},"\u002Fcoding\u002Fide\u002F","AI IDE 全分类",[39,1045,1046,1047,1025,1050,1025,1054],{},"替代品：",[433,1048,860],{"href":1049},"\u002Fcoding\u002Fide\u002Ftrae.html",[433,1051,1053],{"href":1052},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Devin Desktop（原 Windsurf）",[433,1055,281],{"href":1012},[21,1057,457],{"id":457},[169,1059,1060,1067,1074,1081],{},[39,1061,1062,1063],{},"官方定价页：",[433,1064,1065],{"href":1065,"rel":1066},"https:\u002F\u002Fcursor.com\u002Fpricing",[467],[39,1068,1069,1070],{},"Composer 文档：",[433,1071,1072],{"href":1072,"rel":1073},"https:\u002F\u002Fdocs.cursor.com\u002Fcomposer",[467],[39,1075,1076,1077],{},"Cursor 3.5 Cloud Agents 公告：",[433,1078,1079],{"href":1079,"rel":1080},"https:\u002F\u002Fcursor.com\u002Fchangelog",[467],[39,1082,1083],{},"第三方评测：ZBuild 2026 评测、Flexprice Cursor pricing 解析、Codersera 3.5 完整指南",[755,1085,1086],{},[26,1087,1088,1089,1093],{},"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 ",[433,1090,1092],{"href":1091},"mailto:hello@aiho.net","反馈邮箱"," 反馈更新。",[1095,1096,1097],"style",{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":483,"searchDepth":484,"depth":484,"links":1099},[1100,1101,1102,1103,1108,1109,1110,1111,1112,1113,1114],{"id":23,"depth":487,"text":24},{"id":628,"depth":487,"text":628},{"id":704,"depth":487,"text":705},{"id":752,"depth":487,"text":753,"children":1104},[1105,1106,1107],{"id":763,"depth":484,"text":764},{"id":776,"depth":484,"text":777},{"id":790,"depth":484,"text":791},{"id":800,"depth":487,"text":801},{"id":842,"depth":487,"text":842},{"id":952,"depth":487,"text":952},{"id":403,"depth":487,"text":404},{"id":1001,"depth":487,"text":1002},{"id":427,"depth":487,"text":427},{"id":457,"depth":487,"text":457},"\u002Fimg\u002Ftools\u002Fcursor.webp","Cursor 2026 真实评测：SpaceX 以 600 亿美元收购后的最强 AI IDE，基于 VS Code，支持 Composer 2.5 多文件改写、Cloud Agents、MCP、Claude Sonnet 5 \u002F GPT-5.6 \u002F Grok 4.5 多模型和 Bugbot。本文整理最新版本、价格、支付宝付款、国内网络风险、封号避坑，以及和 Trae、Devin Desktop、Claude Code 的选择建议。",[1118,1121,1124,1127,1130,1133],{"q":1119,"a":1120},"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":1122,"a":1123},"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":1125,"a":1126},"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":1128,"a":1129},"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":1131,"a":1132},"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":1134,"a":1135},"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）。",[1137,518],"zh",{},[1140,1141,1142,1143,1144],"claude-sonnet-5","gpt-5.6","grok-4.5","gemini-3-pro","composer-2.5",[1146,1147,1148,1149],"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）",[524,525,526],[1152,1157,1162,1166,1171],{"plan":1153,"price":103,"limit":1154,"cn_pay":1155,"note":1156},"Hobby (Free)","Agent 限量 + Tab 补全限量","❌","仅试用，不可付费",{"plan":117,"price":1158,"limit":1159,"cn_pay":1160,"note":1161},"$20\u002F月","扩展 Agent + 前沿模型 + Cloud Agents + Bugbot（按量）","✅ 支付宝","个人主力档",{"plan":739,"price":1163,"limit":1164,"cn_pay":349,"note":1165},"$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":1167,"price":1168,"limit":1169,"cn_pay":349,"note":1170},"Teams","$40\u002F用户\u002F月","团队计费 + SSO + 团队 Rules \u002F Skills \u002F 共享 Bugbot","团队档",{"plan":1172,"price":1173,"limit":1174,"cn_pay":349,"note":1175},"Enterprise","Custom","Pool 用量 \u002F SCIM \u002F 审计 \u002F 仓库与模型访问控制","大型组织","Free \u002F Pro $20\u002Fmo \u002F Pro+ \u002F Ultra \u002F Teams $40\u002Fuser\u002Fmo \u002F Enterprise","2026-06-18",[1179,1180,1181],"ai-coding\u002Fcursor-rules-best-practice","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Fcursor-vs-claude-code-when-to-use",[1183,1184,1185,1186,1187,1188],"ai-coding-tool-decision-tree","cursor-deep-review","cursor-vs-windsurf-vs-trae","qoder-deep-review","trae-deep-review","windsurf-deep-review",{"power":836,"ux":836,"price":484,"cn_support":484,"stability":543},{"title":278,"description":1116},"Cursor 评测 2026：SpaceX 收购后的最强 AI IDE？价格、模型与国内避坑",[1193,1195,1197,1199],{"title":1194,"url":1065},"Cursor 官方定价页",{"title":1196,"url":1072},"Cursor Composer 官方文档",{"title":1198,"url":1079},"Cursor Changelog（3.9–3.11）",{"title":1200,"url":1201},"SpaceX 收购 Anysphere（Reuters\u002FSEC）","https:\u002F\u002Fwww.reuters.com\u002Ftechnology\u002F","tools\u002Fcoding\u002Fide\u002Fcursor",[1204,1205,1206,1207],"全栈开发者（前端 \u002F 后端 \u002F 全栈一把抓）","习惯 VS Code 不想换编辑器的人","需要多文件大改、Agent 长任务的人","已经在用 MCP 生态（GitHub \u002F Linear \u002F Slack 等）的团队","AI 原生代码编辑器，Composer 多文件改写一时无两（现为 SpaceX 子公司）",[498,1210,1211,1212,1213,1214,1215],"agent-mode","composer","mcp","vscode-fork","bugbot","background-agent","2026-07-20","SpaceX 收购后资源更足、自研模型加持；如果不在乎价格和网络，这是开发者第一选择；如果在乎，先看 Trae \u002F Claude Code。","https:\u002F\u002Fcursor.com","vww7kN49iNqNo2dyRLS1_4hVRJ2bDccVwiFMT5YtpBE",{"id":1221,"title":1222,"alternatives":1223,"api_compatible":1226,"body":1230,"category":498,"chinese_friendly":484,"cover":2038,"description":2039,"domestic":501,"extension":502,"faq":16,"free":516,"github":16,"languages":2040,"lastVerified":519,"meta":2041,"models":16,"navigation":516,"notSuitable":16,"opensource":501,"path":2042,"pillar":522,"platforms":2043,"priceTable":2044,"pricing":2059,"published":1177,"relatedPlaybooks":16,"relatedReviews":2060,"score":2061,"self_host":501,"seo":2062,"seoTitle":2063,"slug":13,"sources":2064,"stem":2081,"suitable":16,"tagline":2082,"tags":2083,"updated":1216,"verdict":2086,"website":2087,"__hash__":2088},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md","Windsurf（已更名 Devin Desktop）",[12,569,1224,1225],"coding\u002Fide\u002Fzed","coding\u002Fcli\u002Fcline",[1227,1228,1229],"OpenAI","Anthropic","Google",{"type":18,"value":1231,"toc":2021},[1232,1234,1272,1277,1280,1284,1299,1306,1320,1328,1342,1350,1370,1374,1383,1387,1390,1393,1413,1417,1424,1495,1500,1511,1519,1521,1563,1566,1587,1590,1621,1624,1768,1773,1787,1792,1823,1825,1887,1889,1892,1912,1915,1934,1936,1992,1994,2012,2018],[21,1233,24],{"id":23},[579,1235,1237,1267],{"className":1236},[582,583,584],[26,1238,1239,1242,1243,1246,1247,1250,1251,1254,1255,1258,1259,1262,1263,1266],{},[42,1240,1241],{},"⚠️ 重大变更（2026-06\u002F07）："," Windsurf 已于 ",[42,1244,1245],{},"2026-06-02 更名为 Devin Desktop","（OTA 自动更新），并入 Cognition 的统一 Devin 品牌矩阵（Cloud \u002F Desktop \u002F CLI \u002F Review）。招牌 Agent ",[42,1248,1249],{},"Cascade 已于 2026-07-01 EOL","，由 Rust 重写的 ",[42,1252,1253],{},"Devin Local"," 取代——token 效率 +30%、支持子 Agent、Fast Context 用 SWE-grep 检索快约 20x、沙盒化执行，并支持 ",[42,1256,1257],{},"ACP","（Zed 的 Agent Client Protocol，可跑 Codex \u002F Claude Agent \u002F OpenCode + Devin Local）。",[59,1260,1261],{},"surf"," 命令改为 ",[59,1264,1265],{},"devin-desktop","，定价不变，完整 IDE 能力保留。",[26,1268,1269,1271],{},[42,1270,589],{}," 原 Windsurf 是 VS Code fork 基底的 AI-first IDE，免费档比 Cursor 大方、补全（Supercomplete）体感快；如今它是 Devin 生态的桌面入口，Agent Command Center（Spaces、Kanban）成主界面。Windsurf 的 JetBrains 插件保留原名。",[755,1273,1274],{},[26,1275,1276],{},"来源说明：本文基于 devin.ai \u002F windsurf.com 官方页面与更名 FAQ、docs.devin.ai 文档、多份独立评测（vibecoding.app \u002F eesel.ai \u002F openaitoolshub \u002F pecollective.com）综合整理。Cognition 的品牌 \u002F 产品结构变动较快，请以最新官方信息为准。",[21,1278,1279],{"id":1279},"核心特性",[761,1281,1283],{"id":1282},"devin-local接棒-cascade与原-cascade-引擎","Devin Local（接棒 Cascade）与原 Cascade 引擎",[755,1285,1286],{},[26,1287,1288,1291,1292,1295,1296,1298],{},[42,1289,1290],{},"注意","：下文描述的 Cascade 已于 ",[42,1293,1294],{},"2026-07-01 EOL","，由 ",[42,1297,1253],{}," 取代。Devin Local 用 Rust 重写，token 效率 +30%、支持子 Agent、Fast Context 检索快约 20x（SWE-grep）、沙盒化执行，并支持 ACP 跨 Agent 协议（同界面可切 Codex \u002F Claude Agent \u002F OpenCode）。以下 Cascade 的能力描述保留作为演进参照，多数已被 Devin Local 对齐或增强。",[26,1300,1301,1302,1305],{},"Cascade 曾是 Windsurf 对标 ",[433,1303,278],{"href":1304},"\u002Fcoding\u002Fide\u002Fcursor.html"," Composer 的多步骤 Agent。两种模式：",[169,1307,1308,1314],{},[39,1309,1310,1313],{},[42,1311,1312],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[39,1315,1316,1319],{},[42,1317,1318],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[26,1321,1322,1327],{},[433,1323,1326],{"href":1324,"rel":1325},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[467],"官方 Cascade 文档"," 公开的能力：",[169,1329,1330,1333,1336,1339],{},[39,1331,1332],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[39,1334,1335],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[39,1337,1338],{},"自动探测项目用的包管理器并装依赖",[39,1340,1341],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[26,1343,1344,1349],{},[433,1345,1348],{"href":1346,"rel":1347},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[467],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[169,1351,1352,1358,1364],{},[39,1353,1354,1357],{},[42,1355,1356],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[39,1359,1360,1363],{},[42,1361,1362],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[39,1365,1366,1369],{},[42,1367,1368],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[761,1371,1373],{"id":1372},"supercomplete补全速度优势","Supercomplete：补全速度优势",[26,1375,1376,1377,1382],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[433,1378,1381],{"href":1379,"rel":1380},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[467],"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）。",[761,1384,1386],{"id":1385},"flows上下文聊天","Flows：上下文聊天",[26,1388,1389],{},"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。",[761,1391,1392],{"id":1392},"其他",[169,1394,1395,1401,1407],{},[39,1396,1397,1400],{},[42,1398,1399],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[39,1402,1403,1406],{},[42,1404,1405],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[39,1408,1409,1412],{},[42,1410,1411],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[21,1414,1416],{"id":1415},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[26,1418,1419,1423],{},[433,1420,1422],{"href":1379,"rel":1421},[467],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[68,1425,1426,1441],{},[71,1427,1428],{},[74,1429,1430,1433,1435,1438],{},[77,1431,1432],{},"套餐",[77,1434,82],{},[77,1436,1437],{},"Credits",[77,1439,1440],{},"备注",[93,1442,1443,1455,1468,1482],{},[74,1444,1445,1447,1449,1452],{},[98,1446,100],{},[98,1448,103],{},[98,1450,1451],{},"25 credits\u002F月",[98,1453,1454],{},"比 Cursor Free 体感更可用",[74,1456,1457,1459,1462,1465],{},[98,1458,117],{},[98,1460,1461],{},"$15\u002F月",[98,1463,1464],{},"500 credits\u002F月",[98,1466,1467],{},"比 Cursor Pro 便宜 $5",[74,1469,1470,1473,1476,1479],{},[98,1471,1472],{},"Team",[98,1474,1475],{},"$30\u002Fseat\u002F月",[98,1477,1478],{},"更多 credits + SSO + 中央账单",[98,1480,1481],{},"中小团队",[74,1483,1484,1486,1489,1492],{},[98,1485,1172],{},[98,1487,1488],{},"联系销售",[98,1490,1491],{},"定制",[98,1493,1494],{},"大企业 \u002F 合规",[26,1496,1497,57],{},[42,1498,1499],{},"Credit 消耗规则（社区共识，非官方明示）",[169,1501,1502,1505,1508],{},[39,1503,1504],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[39,1506,1507],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[39,1509,1510],{},"自带补全（Supercomplete）= 不算 credits",[26,1512,1513,1518],{},[433,1514,1517],{"href":1515,"rel":1516},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[467],"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。",[21,1520,801],{"id":800},[803,1522,1524],{"className":805,"code":1523,"language":807,"meta":483,"style":483},"# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[59,1525,1526,1531,1548,1553,1558],{"__ignoreMap":483},[811,1527,1528],{"class":813,"line":814},[811,1529,1530],{"class":817},"# macOS\n",[811,1532,1533,1537,1541,1545],{"class":813,"line":487},[811,1534,1536],{"class":1535},"sScJk","brew",[811,1538,1540],{"class":1539},"sZZnC"," install",[811,1542,1544],{"class":1543},"sj4cs"," --cask",[811,1546,1547],{"class":1539}," windsurf\n",[811,1549,1550],{"class":813,"line":484},[811,1551,1552],{"emptyLinePlaceholder":516},"\n",[811,1554,1555],{"class":813,"line":543},[811,1556,1557],{"class":817},"# Windows \u002F Linux\n",[811,1559,1560],{"class":813,"line":836},[811,1561,1562],{"class":817},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[26,1564,1565],{},"打开后：",[36,1567,1568,1571,1574,1581,1584],{},[39,1569,1570],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[39,1572,1573],{},"选择主题（VS Code 用户零迁移成本）",[39,1575,1576,1577,1580],{},"打开项目目录 → ",[59,1578,1579],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[39,1582,1583],{},"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\"",[39,1585,1586],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[21,1588,1589],{"id":1589},"国内使用注意事项",[36,1591,1592,1598,1604,1610],{},[39,1593,1594,1597],{},[42,1595,1596],{},"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",[39,1599,1600,1603],{},[42,1601,1602],{},"网络","：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[39,1605,1606,1609],{},[42,1607,1608],{},"支付","：Pro 订阅只收海外卡，第三方代付方案少（不像 Cursor 有成熟代理）",[39,1611,1612,57,1615,1617,1618,1620],{},[42,1613,1614],{},"替代路径",[433,1616,860],{"href":1049},"（字节 IDE，国内访问无门槛）或 ",[433,1619,278],{"href":1304},"（生态更成熟）",[21,1622,1623],{"id":1623},"与同类怎么选",[68,1625,1626,1649],{},[71,1627,1628],{},[74,1629,1630,1632,1635,1639,1643],{},[77,1631,273],{},[77,1633,1634],{},"Windsurf",[77,1636,1637],{},[433,1638,278],{"href":1304},[77,1640,1641],{},[433,1642,860],{"href":1049},[77,1644,1645],{},[433,1646,1648],{"href":1647},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[93,1650,1651,1668,1683,1699,1713,1727,1740,1753],{},[74,1652,1653,1656,1659,1662,1665],{},[98,1654,1655],{},"Agent 模式",[98,1657,1658],{},"Cascade（激进）",[98,1660,1661],{},"Composer（保守）",[98,1663,1664],{},"类 Composer",[98,1666,1667],{},"ACP 协议接入",[74,1669,1670,1673,1676,1679,1681],{},[98,1671,1672],{},"补全速度",[98,1674,1675],{},"★★★★★ 自研模型",[98,1677,1678],{},"★★★★☆",[98,1680,1678],{},[98,1682,1678],{},[74,1684,1685,1688,1691,1694,1697],{},[98,1686,1687],{},"免费档慷慨度",[98,1689,1690],{},"★★★★☆ 25 credits",[98,1692,1693],{},"★★★☆☆",[98,1695,1696],{},"★★★★★ 中国无限制",[98,1698,1678],{},[74,1700,1701,1704,1706,1708,1711],{},[98,1702,1703],{},"Pro 价格",[98,1705,1461],{},[98,1707,1158],{},[98,1709,1710],{},"国内免费",[98,1712,1158],{},[74,1714,1715,1718,1720,1722,1725],{},[98,1716,1717],{},"国内可用性",[98,1719,1693],{},[98,1721,1693],{},[98,1723,1724],{},"★★★★★",[98,1726,1693],{},[74,1728,1729,1732,1734,1736,1738],{},[98,1730,1731],{},"多文件改动激进度",[98,1733,1724],{},[98,1735,1678],{},[98,1737,1678],{},[98,1739,1693],{},[74,1741,1742,1745,1747,1749,1751],{},[98,1743,1744],{},"稳定性",[98,1746,1678],{},[98,1748,1724],{},[98,1750,1678],{},[98,1752,1678],{},[74,1754,1755,1758,1761,1763,1765],{},[98,1756,1757],{},"生态（VS Code 扩展）",[98,1759,1760],{},"★★★★★ fork",[98,1762,1760],{},[98,1764,1760],{},[98,1766,1767],{},"★★★☆☆ 自家",[26,1769,1770,57],{},[42,1771,1772],{},"选 Windsurf 如果你",[169,1774,1775,1778,1781,1784],{},[39,1776,1777],{},"看重补全速度 + 多文件 Agent 的激进度",[39,1779,1780],{},"海外开发者 \u002F 已经能搞定支付和网络",[39,1782,1783],{},"免费档已经够用、不想付费",[39,1785,1786],{},"跑 Cursor 卡顿，想换个推理基础设施",[26,1788,1789,57],{},[42,1790,1791],{},"别选 Windsurf 如果你",[169,1793,1794,1800,1806,1816],{},[39,1795,1796,1797,1799],{},"国内 + 不想折腾代理（去 ",[433,1798,860],{"href":1049},"）",[39,1801,1802,1803,1805],{},"重度使用 + 预算敏感（credit 制不划算，",[433,1804,278],{"href":1304}," 月费固定）",[39,1807,1808,1809,1811,1812,1799],{},"终端原生使用者（",[433,1810,281],{"href":1012}," \u002F ",[433,1813,1815],{"href":1814},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[39,1817,1818,1819,1799],{},"完全开源洁癖（",[433,1820,1822],{"href":1821},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue.dev",[21,1824,952],{"id":952},[169,1826,1827,1833,1843,1853,1863,1875,1881],{},[39,1828,1829,1832],{},[42,1830,1831],{},"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",[39,1834,1835,1838,1839,1842],{},[42,1836,1837],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[42,1840,1841],{},"犯错也更多","，commit 频率要拉高，方便回滚",[39,1844,1845,1848,1849,1852],{},[42,1846,1847],{},"多窗口隔离","：根据 ",[433,1850,1517],{"href":1515,"rel":1851},[467]," 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",[39,1854,1855,57,1858,1862],{},[42,1856,1857],{},"Cascade 写文件失败的\"flaky\"",[433,1859,1861],{"href":1346,"rel":1860},[467],"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",[39,1864,1865,1868,1869,1871,1872,1874],{},[42,1866,1867],{},"更名已落地，注意迁移","：Windsurf 已于 2026-06-02 更名 Devin Desktop，Cascade 于 07-01 EOL。老用户 OTA 自动更新，无需重装；但脚本里的 ",[59,1870,1261],{}," 命令要改为 ",[59,1873,1265],{},"，依赖 Cascade 的工作流需迁移到 Devin Local（功能对齐，部分交互不同），建议先在小项目验证再全面迁移",[39,1876,1877,1880],{},[42,1878,1879],{},"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",[39,1882,1883,1886],{},[42,1884,1885],{},"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",[21,1888,404],{"id":403},[26,1890,1891],{},"✅ 适合：",[169,1893,1894,1900,1903,1906,1909],{},[39,1895,1896,1897,1899],{},"想用比 ",[433,1898,278],{"href":1304}," 更激进的 Agent 模式",[39,1901,1902],{},"重视补全的瞬时响应",[39,1904,1905],{},"海外开发者 \u002F 能稳定上代理",[39,1907,1908],{},"VS Code 用户想\"原地升级\"",[39,1910,1911],{},"团队规模中小（5-20 人），SSO 需求",[26,1913,1914],{},"❌ 不适合：",[169,1916,1917,1923,1928,1931],{},[39,1918,1919,1920,1922],{},"国内首选 IDE（",[433,1921,860],{"href":1049}," 更顺）",[39,1924,1925,1926,1799],{},"终端工作流为主（",[433,1927,281],{"href":1012},[39,1929,1930],{},"需要私有部署 \u002F 数据不出网",[39,1932,1933],{},"反对一切 credit 制",[21,1935,427],{"id":427},[169,1937,1938,1948,1962,1977],{},[39,1939,1020,1940,1811,1944],{},[433,1941,1943],{"href":1942},"\u002Fnews\u002F2026\u002Fwindsurf-devin-desktop.html","Windsurf 更名 Devin Desktop，Cascade 退役",[433,1945,1947],{"href":1946},"\u002Fnews\u002F2026\u002Fwindsurf-acquisition.html","Windsurf 被 Cognition 收购始末",[39,1949,1950,1951,1811,1953,1811,1955,1811,1957,1811,1959],{},"同类对比：",[433,1952,278],{"href":1304},[433,1954,860],{"href":1049},[433,1956,1648],{"href":1647},[433,1958,281],{"href":1012},[433,1960,857],{"href":1961},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html",[39,1963,1964,1965,1811,1969,1811,1973],{},"概念：",[433,1966,1968],{"href":1967},"\u002Fwiki\u002Fai-agent.html","AI Agent",[433,1970,1972],{"href":1971},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[433,1974,1976],{"href":1975},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[39,1978,1979,1980,1811,1984,1811,1988],{},"模型：",[433,1981,1983],{"href":1982},"\u002Fmodels\u002Fgpt-5-6.html","GPT-5.6",[433,1985,1987],{"href":1986},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[433,1989,1991],{"href":1990},"\u002Fmodels\u002Fdeepseek-v4.html","DeepSeek V4",[21,1993,457],{"id":457},[169,1995,1996,2003,2009],{},[39,1997,1998,1999],{},"官网：",[433,2000,2001],{"href":2001,"rel":2002},"https:\u002F\u002Fwindsurf.com",[467],[39,2004,2005,2006],{},"Cascade 文档：",[433,2007,1324],{"href":1324,"rel":2008},[467],[39,2010,2011],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[26,2013,2014,2015,2017],{},"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 ",[433,2016,1092],{"href":1091}," 反馈。",[1095,2019,2020],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":483,"searchDepth":484,"depth":484,"links":2022},[2023,2024,2030,2031,2032,2033,2034,2035,2036,2037],{"id":23,"depth":487,"text":24},{"id":1279,"depth":487,"text":1279,"children":2025},[2026,2027,2028,2029],{"id":1282,"depth":484,"text":1283},{"id":1372,"depth":484,"text":1373},{"id":1385,"depth":484,"text":1386},{"id":1392,"depth":484,"text":1392},{"id":1415,"depth":487,"text":1416},{"id":800,"depth":487,"text":801},{"id":1589,"depth":487,"text":1589},{"id":1623,"depth":487,"text":1623},{"id":952,"depth":487,"text":952},{"id":403,"depth":487,"text":404},{"id":427,"depth":487,"text":427},{"id":457,"depth":487,"text":457},"\u002Fimg\u002Ftools\u002Fwindsurf.webp","Windsurf \u002F Devin Desktop 真实评测：Cognition 于 2026-06-02 将 Windsurf 更名 Devin Desktop，招牌 Agent Cascade 已于 07-01 EOL，由 Rust 重写的 Devin Local 取代（token 效率 +30%，支持 ACP 跨 Agent 协议）。AIHO 编辑部基于官方文档与多份独立评测整理，含最新变化、定价、与 Cursor 对比、避坑指南。",[1137,518],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf",[524,525,526],[2045,2049,2053,2056],{"plan":100,"price":103,"limit":2046,"cn_pay":2047,"note":2048},"25 credits\u002F月，Cascade 基础访问","—","比 Cursor Free 体感强",{"plan":117,"price":1461,"limit":2050,"cn_pay":2051,"note":2052},"500 credits\u002F月，多模型","⚠️ 需海外卡","比 Cursor 便宜 $5",{"plan":1472,"price":1475,"limit":2054,"cn_pay":2055,"note":1481},"更高 credit + SSO","⚠️",{"plan":1172,"price":1488,"limit":2057,"cn_pay":2047,"note":2058},"VPC \u002F 审计 \u002F SOC2","大企业","Free 25 credits \u002F Pro $15\u002Fmo 500 credits \u002F Team $30\u002Fseat",[1184,1185,1187,1188],{"power":836,"ux":836,"price":543,"cn_support":484,"stability":543},{"title":1222,"description":2039},"Windsurf 评测 2026：Codeium 出品 AI IDE，现已更名 Devin Desktop",[2065,2067,2069,2072,2074,2076,2078],{"title":2066,"url":2001},"Windsurf 官方",{"title":2068,"url":1324},"Cascade 官方文档",{"title":2070,"url":2071},"Windsurf Review 2026 (vibecoding.app)","https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fwindsurf-review",{"title":2073,"url":1346},"Windsurf 评测 - eesel AI",{"title":2075,"url":1515},"Windsurf Honest Assessment",{"title":2077,"url":1379},"PE Collective 2026 Review",{"title":2079,"url":2080},"Windsurf → Devin Desktop 更名 FAQ","https:\u002F\u002Fdevin.ai\u002F","tools\u002Fcoding\u002Fide\u002Fwindsurf","原 Windsurf，2026-06 更名 Devin Desktop，Cascade 退役、Devin Local 接棒",[498,560,2084,1213,2085],"cascade","codeium","已并入 Devin 生态。原 Cascade 已退役，接棒的 Devin Local（Rust 重写）更快更省且支持 ACP 跨 Agent；仍是免费档大方的 AI IDE，但需重新适应新品牌与新 Agent。","https:\u002F\u002Fdevin.ai","DGsX5EVDK7me3yKZnikMKO8a2cO1_6OEFSU8NmCKeDg",{"id":2090,"title":281,"alternatives":2091,"api_compatible":2093,"body":2094,"category":3302,"chinese_friendly":484,"cover":3303,"description":3304,"domestic":501,"extension":502,"faq":16,"free":501,"github":3260,"languages":3305,"lastVerified":519,"meta":3306,"models":3307,"navigation":516,"notSuitable":3310,"opensource":501,"path":447,"pillar":522,"platforms":3314,"priceTable":3315,"pricing":3334,"published":1177,"relatedPlaybooks":16,"relatedReviews":3335,"score":3340,"self_host":501,"seo":3341,"seoTitle":3342,"slug":14,"sources":3343,"stem":3356,"suitable":3357,"tagline":3363,"tags":3364,"updated":1216,"verdict":3367,"website":3246,"__hash__":3368},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[570,2092,1225],"coding\u002Fcli\u002Faider",[573],{"type":18,"value":2095,"toc":3285},[2096,2098,2142,2147,2149,2153,2163,2193,2196,2200,2207,2242,2257,2261,2264,2419,2437,2441,2452,2531,2534,2538,2552,2555,2570,2650,2653,2670,2683,2691,2693,2853,2855,2895,2897,3049,3054,3068,3073,3091,3093,3189,3191,3238,3240,3278,3282],[21,2097,24],{"id":23},[579,2099,2101,2110,2121],{"className":2100},[582,583,584],[26,2102,2103,2105,2106,2109],{},[42,2104,589],{}," 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 ",[59,2107,2108],{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[26,2111,2112,2113,2116,2117,2120],{},"最大价值是 ",[42,2114,2115],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[42,2118,2119],{},"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。",[26,2122,2123,2126,2127,2129,2130,2133,2134,2137,2138,2141],{},[42,2124,2125],{},"2026-07 最新进展","：核心模型已升级为 ",[433,2128,1987],{"href":1986},"（复杂任务用 Opus 4.8），1M 上下文；新增 ",[59,2131,2132],{},"\u002Ffork","（复制会话到后台并行）、",[59,2135,2136],{},"\u002Fsubtask","（取代内联子 agent）；会话级上限（WebSearch 200 次、子 agent 200 个）；MCP 调用超 2 分钟自动转后台。",[42,2139,2140],{},"Claude Code for Visual Studio","（7-08）成为首个正式接入调试器（断点\u002F运行时变量\u002F调用栈）的 AI 编程工具。当前版本 v2.1.201–206。Claude Code 约占 AI 编程赛道一半市场，ARR 约 $2.5B。",[755,2143,2144],{},[26,2145,2146],{},"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。",[21,2148,1279],{"id":1279},[761,2150,2152],{"id":2151},"终端原生的-agent-体验","终端原生的 Agent 体验",[26,2154,2155,2156,2159,2160,2162],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[42,2157,2158],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[59,2161,2108],{},"，就进入了一个能读你整个 codebase 的对话环境。",[803,2164,2166],{"className":805,"code":2165,"language":807,"meta":483,"style":483},"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",[59,2167,2168,2176,2183],{"__ignoreMap":483},[811,2169,2170,2173],{"class":813,"line":814},[811,2171,2172],{"class":1543},"cd",[811,2174,2175],{"class":1539}," your-project\n",[811,2177,2178,2180],{"class":813,"line":487},[811,2179,2108],{"class":1535},[811,2181,2182],{"class":817},"                          # 进入交互模式\n",[811,2184,2185,2189],{"class":813,"line":484},[811,2186,2188],{"class":2187},"szBVR",">",[811,2190,2192],{"class":2191},"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",[26,2194,2195],{},"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。",[761,2197,2199],{"id":2198},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[26,2201,2202,2203,2206],{},"Claude Code 2.x 引入了 ",[433,2204,2205],{"href":1967},"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：",[803,2208,2210],{"className":805,"code":2209,"language":807,"meta":483,"style":483},"\u002Fsubtask            # 派发独立子任务（2026-07 起取代内联子 agent）\n\u002Ffork               # 复制当前会话到后台并行推进\n\u002Fagents             # 管理子代理\n\u002Ftasks              # 列出后台运行的子代理\n",[59,2211,2212,2219,2226,2234],{"__ignoreMap":483},[811,2213,2214,2216],{"class":813,"line":814},[811,2215,2136],{"class":1535},[811,2217,2218],{"class":817},"            # 派发独立子任务（2026-07 起取代内联子 agent）\n",[811,2220,2221,2223],{"class":813,"line":487},[811,2222,2132],{"class":1535},[811,2224,2225],{"class":817},"               # 复制当前会话到后台并行推进\n",[811,2227,2228,2231],{"class":813,"line":484},[811,2229,2230],{"class":1535},"\u002Fagents",[811,2232,2233],{"class":817},"             # 管理子代理\n",[811,2235,2236,2239],{"class":813,"line":543},[811,2237,2238],{"class":1535},"\u002Ftasks",[811,2240,2241],{"class":817},"              # 列出后台运行的子代理\n",[26,2243,2244,2245,2250,2251,2253,2254,2256],{},"据 ",[433,2246,2249],{"href":2247,"rel":2248},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[467],"computingforgeeks.com 2026 cheat sheet"," 整理，子代理让\"一边改前端，一边改后端\"这种并行操作不会污染主对话上下文。2026-07 更新后，",[59,2252,2136],{}," 取代了旧的内联子 agent 写法，",[59,2255,2132],{}," 则能把整个会话复制一份丢到后台继续跑；会话级新增上限（WebSearch 200 次、子 agent 200 个），MCP 调用超 2 分钟自动转后台执行。",[761,2258,2260],{"id":2259},"slash-命令生产力关键","Slash 命令（生产力关键）",[26,2262,2263],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[68,2265,2266,2276],{},[71,2267,2268],{},[74,2269,2270,2273],{},[77,2271,2272],{},"命令",[77,2274,2275],{},"用途",[93,2277,2278,2292,2302,2315,2325,2335,2345,2355,2365,2375,2385,2395,2405],{},[74,2279,2280,2285],{},[98,2281,2282],{},[59,2283,2284],{},"\u002Finit",[98,2286,2287,2288,2291],{},"第一次进入仓库时跑，生成 ",[59,2289,2290],{},"CLAUDE.md","（项目记忆）",[74,2293,2294,2299],{},[98,2295,2296],{},[59,2297,2298],{},"\u002Fmemory",[98,2300,2301],{},"编辑长期记忆",[74,2303,2304,2309],{},[98,2305,2306],{},[59,2307,2308],{},"\u002Fclear",[98,2310,2311,2312,1799],{},"清空当前对话，重新开始（",[42,2313,2314],{},"最被低估的命令",[74,2316,2317,2322],{},[98,2318,2319],{},[59,2320,2321],{},"\u002Fcompact",[98,2323,2324],{},"长对话压缩，挽救快爆炸的 context window",[74,2326,2327,2332],{},[98,2328,2329],{},[59,2330,2331],{},"\u002Fcontext",[98,2333,2334],{},"显示当前 context 用量",[74,2336,2337,2342],{},[98,2338,2339],{},[59,2340,2341],{},"\u002Fplan",[98,2343,2344],{},"切到 plan 模式（只规划不执行）",[74,2346,2347,2352],{},[98,2348,2349],{},[59,2350,2351],{},"\u002Fmodel",[98,2353,2354],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[74,2356,2357,2362],{},[98,2358,2359],{},[59,2360,2361],{},"\u002Fdiff",[98,2363,2364],{},"看本轮所有改动",[74,2366,2367,2372],{},[98,2368,2369],{},[59,2370,2371],{},"\u002Fcode-review",[98,2373,2374],{},"对 diff 跑代码审查",[74,2376,2377,2382],{},[98,2378,2379],{},[59,2380,2381],{},"\u002Frewind",[98,2383,2384],{},"回滚到任意 checkpoint（代码 + 对话）",[74,2386,2387,2392],{},[98,2388,2389],{},[59,2390,2391],{},"\u002Fmcp",[98,2393,2394],{},"管理 MCP 服务器",[74,2396,2397,2402],{},[98,2398,2399],{},[59,2400,2401],{},"\u002Fdoctor",[98,2403,2404],{},"排查环境问题",[74,2406,2407,2416],{},[98,2408,2409,2412,2413],{},[59,2410,2411],{},"\u002Fresume"," ",[59,2414,2415],{},"\u002Fbranch",[98,2417,2418],{},"回到 \u002F fork 历史对话",[26,2420,2421,2426,2427,2429,2430,2432,2433,2436],{},[433,2422,2425],{"href":2423,"rel":2424},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[467],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[59,2428,2321],{},"（每 20-30 分钟一次防止 context drift）、",[59,2431,2308],{},"（新任务开新会话）、自定义命令（写在 ",[59,2434,2435],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[761,2438,2440],{"id":2439},"mcp-集成一等公民","MCP 集成（一等公民）",[26,2442,2443,2447,2448,2451],{},[433,2444,2446],{"href":2445},"\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 ",[59,2449,2450],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[803,2453,2457],{"className":2454,"code":2455,"language":2456,"meta":483,"style":483},"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",[59,2458,2459,2464,2472,2479,2493,2513,2519,2525],{"__ignoreMap":483},[811,2460,2461],{"class":813,"line":814},[811,2462,2463],{"class":2191},"{\n",[811,2465,2466,2469],{"class":813,"line":487},[811,2467,2468],{"class":1543},"  \"mcpServers\"",[811,2470,2471],{"class":2191},": {\n",[811,2473,2474,2477],{"class":813,"line":484},[811,2475,2476],{"class":1543},"    \"postgres\"",[811,2478,2471],{"class":2191},[811,2480,2481,2484,2487,2490],{"class":813,"line":543},[811,2482,2483],{"class":1543},"      \"command\"",[811,2485,2486],{"class":2191},": ",[811,2488,2489],{"class":1539},"\"npx\"",[811,2491,2492],{"class":2191},",\n",[811,2494,2495,2498,2501,2504,2507,2510],{"class":813,"line":836},[811,2496,2497],{"class":1543},"      \"args\"",[811,2499,2500],{"class":2191},": [",[811,2502,2503],{"class":1539},"\"@modelcontextprotocol\u002Fserver-postgres\"",[811,2505,2506],{"class":2191},", ",[811,2508,2509],{"class":1539},"\"postgresql:\u002F\u002F...\"",[811,2511,2512],{"class":2191},"]\n",[811,2514,2516],{"class":813,"line":2515},6,[811,2517,2518],{"class":2191},"    }\n",[811,2520,2522],{"class":813,"line":2521},7,[811,2523,2524],{"class":2191},"  }\n",[811,2526,2528],{"class":813,"line":2527},8,[811,2529,2530],{"class":2191},"}\n",[26,2532,2533],{},"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。",[761,2535,2537],{"id":2536},"后台-远程模式","后台 \u002F 远程模式",[26,2539,2540,2543,2544,2547,2548,2551],{},[59,2541,2542],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[59,2545,2546],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[59,2549,2550],{},"\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\"。",[21,2553,2554],{"id":2554},"价格与运行成本",[26,2556,2557,2558,2563,2564,2569],{},"根据 ",[433,2559,2562],{"href":2560,"rel":2561},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[467],"explainx.ai 2026-06 评测"," 和 ",[433,2565,2568],{"href":2566,"rel":2567},"https:\u002F\u002Fclaude.com\u002Fpricing",[467],"Anthropic 官方定价"," 整理：",[68,2571,2572,2584],{},[71,2573,2574],{},[74,2575,2576,2579,2581],{},[77,2577,2578],{},"路径",[77,2580,82],{},[77,2582,2583],{},"适用场景",[93,2585,2586,2599,2611,2624,2637],{},[74,2587,2588,2593,2596],{},[98,2589,2590],{},[42,2591,2592],{},"BYOK（自带 API key）",[98,2594,2595],{},"按 token 计费",[98,2597,2598],{},"全自由，但单月烧到 $500+ 也常见",[74,2600,2601,2605,2608],{},[98,2602,2603],{},[42,2604,117],{},[98,2606,2607],{},"$20\u002F月（年付 ~$17）",[98,2609,2610],{},"个人开发者，每天 1-4 小时",[74,2612,2613,2618,2621],{},[98,2614,2615],{},[42,2616,2617],{},"Max 5x",[98,2619,2620],{},"$100\u002F月",[98,2622,2623],{},"重度用户 + Opus 模型访问",[74,2625,2626,2631,2634],{},[98,2627,2628],{},[42,2629,2630],{},"Max 20x",[98,2632,2633],{},"$200\u002F月",[98,2635,2636],{},"8h+ agentic 工作流 \u002F 团队共享",[74,2638,2639,2644,2647],{},[98,2640,2641],{},[42,2642,2643],{},"Team Premium",[98,2645,2646],{},"$100\u002Fseat 年付 \u002F $125 月付",[98,2648,2649],{},"团队，含管理",[26,2651,2652],{},"API token 价格（2026-07 公开数据）：",[169,2654,2655,2661,2667],{},[39,2656,2657,2660],{},[42,2658,2659],{},"Sonnet 5","：促销 input $2 \u002F output $10（至 2026-08-31），之后标准 $3 \u002F $15 per 1M token",[39,2662,2663,2666],{},[42,2664,2665],{},"Opus 4.8","：input $5 \u002F output $25 per 1M token（已大幅低于早期 Opus 4 的 $15\u002F$75）",[39,2668,2669],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[755,2671,2672],{},[26,2673,2674,2675,2678,2679,2682],{},"SWE-bench Verified 参考：Opus 4.8 官方提交 ",[42,2676,2677],{},"87.6%","、Sonnet 5 ",[42,2680,2681],{},"80.8%","（Claude Code 内实测），是长任务编程能力的第一梯队。注意 Sonnet 5 换了新分词器，同文本 token 数约 +30%，核算成本要按实际 token 量。",[26,2684,2685,2690],{},[433,2686,2689],{"href":2687,"rel":2688},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[467],"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。",[21,2692,801],{"id":800},[803,2694,2696],{"className":805,"code":2695,"language":807,"meta":483,"style":483},"# 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",[59,2697,2698,2703,2720,2724,2729,2740,2744,2749,2762,2767,2773,2781,2795,2801,2816,2821,2827,2834,2845],{"__ignoreMap":483},[811,2699,2700],{"class":813,"line":814},[811,2701,2702],{"class":817},"# macOS \u002F Linux \u002F Windows (WSL)\n",[811,2704,2705,2708,2711,2714,2717],{"class":813,"line":487},[811,2706,2707],{"class":1535},"curl",[811,2709,2710],{"class":1543}," -fsSL",[811,2712,2713],{"class":1539}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[811,2715,2716],{"class":2187}," |",[811,2718,2719],{"class":1535}," bash\n",[811,2721,2722],{"class":813,"line":484},[811,2723,1552],{"emptyLinePlaceholder":516},[811,2725,2726],{"class":813,"line":543},[811,2727,2728],{"class":817},"# macOS 用 Homebrew\n",[811,2730,2731,2733,2735,2737],{"class":813,"line":836},[811,2732,1536],{"class":1535},[811,2734,1540],{"class":1539},[811,2736,1544],{"class":1543},[811,2738,2739],{"class":1539}," claude-code\n",[811,2741,2742],{"class":813,"line":2515},[811,2743,1552],{"emptyLinePlaceholder":516},[811,2745,2746],{"class":813,"line":2521},[811,2747,2748],{"class":817},"# Windows PowerShell\n",[811,2750,2751,2754,2757,2759],{"class":813,"line":2527},[811,2752,2753],{"class":1535},"irm",[811,2755,2756],{"class":1539}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[811,2758,2716],{"class":2187},[811,2760,2761],{"class":1535}," iex\n",[811,2763,2765],{"class":813,"line":2764},9,[811,2766,1552],{"emptyLinePlaceholder":516},[811,2768,2770],{"class":813,"line":2769},10,[811,2771,2772],{"class":817},"# 验证 + 登录\n",[811,2774,2776,2778],{"class":813,"line":2775},11,[811,2777,2108],{"class":1535},[811,2779,2780],{"class":1543}," --version\n",[811,2782,2784,2786,2789,2792],{"class":813,"line":2783},12,[811,2785,2108],{"class":1535},[811,2787,2788],{"class":1539}," auth",[811,2790,2791],{"class":1539}," login",[811,2793,2794],{"class":817},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[811,2796,2798],{"class":813,"line":2797},13,[811,2799,2800],{"class":817},"# 或用 API key\n",[811,2802,2804,2807,2810,2813],{"class":813,"line":2803},14,[811,2805,2806],{"class":2187},"export",[811,2808,2809],{"class":2191}," ANTHROPIC_API_KEY",[811,2811,2812],{"class":2187},"=",[811,2814,2815],{"class":2191},"sk-ant-...\n",[811,2817,2819],{"class":813,"line":2818},15,[811,2820,1552],{"emptyLinePlaceholder":516},[811,2822,2824],{"class":813,"line":2823},16,[811,2825,2826],{"class":817},"# 进项目，启动\n",[811,2828,2830,2832],{"class":813,"line":2829},17,[811,2831,2172],{"class":1543},[811,2833,2175],{"class":1539},[811,2835,2837,2839,2842],{"class":813,"line":2836},18,[811,2838,2108],{"class":1535},[811,2840,2841],{"class":1539}," \u002Finit",[811,2843,2844],{"class":817},"               # 生成 CLAUDE.md\n",[811,2846,2848,2850],{"class":813,"line":2847},19,[811,2849,2108],{"class":1535},[811,2851,2852],{"class":817},"                     # 进入交互模式\n",[21,2854,1589],{"id":1589},[36,2856,2857,2863,2868,2873],{},[39,2858,2859,2862],{},[42,2860,2861],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[39,2864,2865,2867],{},[42,2866,1608],{},"：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",[39,2869,2870,2872],{},[42,2871,1602],{},"：终端 OAuth 流程对代理稳定性要求高，掉线会反复弹浏览器",[39,2874,2875,2877,2878,2880,2881,2885,2886,1811,2890,2894],{},[42,2876,1614],{},"：用 ",[433,2879,1815],{"href":1814}," 或 ",[433,2882,2884],{"href":2883},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," 接 ",[433,2887,2889],{"href":2888},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[433,2891,2893],{"href":2892},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[21,2896,1623],{"id":1623},[68,2898,2899,2921],{},[71,2900,2901],{},[74,2902,2903,2905,2907,2911,2917],{},[77,2904,273],{},[77,2906,281],{},[77,2908,2909],{},[433,2910,278],{"href":1304},[77,2912,2913],{},[433,2914,2916],{"href":2915},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[77,2918,2919],{},[433,2920,1815],{"href":1814},[93,2922,2923,2938,2951,2969,2990,3004,3018,3035],{},[74,2924,2925,2927,2930,2933,2936],{},[98,2926,867],{},[98,2928,2929],{},"CLI（IDE 无关）",[98,2931,2932],{},"AI-first IDE",[98,2934,2935],{},"CLI",[98,2937,2935],{},[74,2939,2940,2943,2945,2947,2949],{},[98,2941,2942],{},"长任务能力",[98,2944,1724],{},[98,2946,1678],{},[98,2948,1678],{},[98,2950,1693],{},[74,2952,2953,2956,2963,2965,2967],{},[98,2954,2955],{},"上下文管理",[98,2957,2958,2959,2412,2961],{},"★★★★★ ",[59,2960,2321],{},[59,2962,2308],{},[98,2964,1678],{},[98,2966,1678],{},[98,2968,1693],{},[74,2970,2971,2974,2982,2985,2988],{},[98,2972,2973],{},"子代理 \u002F 并行",[98,2975,2976,2977,2412,2979,1799],{},"✅（",[59,2978,2230],{},[59,2980,2981],{},"\u002Fbatch",[98,2983,2984],{},"部分（Bug bot）",[98,2986,2987],{},"⚠️ 有限",[98,2989,1155],{},[74,2991,2992,2995,2998,3000,3002],{},[98,2993,2994],{},"MCP 支持",[98,2996,2997],{},"★★★★★ 一等公民",[98,2999,1678],{},[98,3001,1693],{},[98,3003,1155],{},[74,3005,3006,3009,3011,3013,3015],{},[98,3007,3008],{},"Git 集成",[98,3010,1678],{},[98,3012,1693],{},[98,3014,1693],{},[98,3016,3017],{},"★★★★★ 每改即 commit",[74,3019,3020,3023,3026,3029,3032],{},[98,3021,3022],{},"国内门槛",[98,3024,3025],{},"高（账号+支付+网络）",[98,3027,3028],{},"高（账号+支付）",[98,3030,3031],{},"高",[98,3033,3034],{},"低（BYOK 国产模型）",[74,3036,3037,3039,3042,3044,3046],{},[98,3038,82],{},[98,3040,3041],{},"$20-$200\u002F月",[98,3043,1158],{},[98,3045,3041],{},[98,3047,3048],{},"仅 API 成本",[26,3050,3051,57],{},[42,3052,3053],{},"选 Claude Code 如果你",[169,3055,3056,3059,3062,3065],{},[39,3057,3058],{},"重视长任务自主性 + 上下文管理",[39,3060,3061],{},"JetBrains \u002F Vim 用户，不想换 IDE",[39,3063,3064],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[39,3066,3067],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[26,3069,3070,57],{},[42,3071,3072],{},"别选 Claude Code 如果你",[169,3074,3075,3081,3086],{},[39,3076,3077,3078,3080],{},"国内、个人、预算紧（去 ",[433,3079,1815],{"href":1814}," + DeepSeek）",[39,3082,3083,3084,1799],{},"想要纯 IDE 内 inline 体验（",[433,3085,278],{"href":1304},[39,3087,3088,3089,1799],{},"主要写补全而非 agent 任务（",[433,3090,857],{"href":1961},[21,3092,952],{"id":952},[169,3094,3095,3108,3123,3137,3145,3163,3177,3183],{},[39,3096,3097,3103,3104,3107],{},[42,3098,3099,3102],{},[59,3100,3101],{},"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 ",[59,3105,3106],{},"env | grep ANTHROPIC"," 检查",[39,3109,3110,3116,3117,3119,3120,3122],{},[42,3111,3112,3113,3115],{},"长会话不 ",[59,3114,2321],{}," 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 ",[59,3118,2321],{}," 一次或 ",[59,3121,2308],{}," 开新会话",[39,3124,3125,3130,3131,3136],{},[42,3126,3127,3129],{},[59,3128,2351],{}," 切换是个坑","：跨模型切会丢部分 context ",[433,3132,3135],{"href":3133,"rel":3134},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[467],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[39,3138,3139,3144],{},[42,3140,3141,3143],{},[59,3142,2284],{}," 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",[39,3146,3147,3152,3153,2412,3156,2412,3159,3162],{},[42,3148,3149,3151],{},[59,3150,2435],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[59,3154,3155],{},"\u002Fdeploy",[59,3157,3158],{},"\u002Fmigrate",[59,3160,3161],{},"\u002Freview-pr","，提交进 git",[39,3164,3165,3168,3169,3172,3173,3176],{},[42,3166,3167],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[59,3170,3171],{},"--permission-mode plan"," 或开 ",[59,3174,3175],{},"acceptEdits"," 但配合 git worktree",[39,3178,3179,3182],{},[42,3180,3181],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[39,3184,3185,3188],{},[42,3186,3187],{},"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",[21,3190,427],{"id":427},[169,3192,3193,3205,3217,3229],{},[39,3194,1950,3195,1811,3197,1811,3199,1811,3201,1811,3203],{},[433,3196,278],{"href":1304},[433,3198,1634],{"href":1052},[433,3200,2916],{"href":2915},[433,3202,1815],{"href":1814},[433,3204,2884],{"href":2883},[39,3206,1964,3207,1811,3209,1811,3211,1811,3213],{},[433,3208,1968],{"href":1967},[433,3210,1976],{"href":1975},[433,3212,2446],{"href":2445},[433,3214,3216],{"href":3215},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[39,3218,1979,3219,1811,3221,1811,3225],{},[433,3220,1987],{"href":1986},[433,3222,3224],{"href":3223},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[433,3226,3228],{"href":3227},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[39,3230,3231,3232,1811,3234],{},"进阶：",[433,3233,1972],{"href":1971},[433,3235,3237],{"href":3236},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[21,3239,457],{"id":457},[169,3241,3242,3248,3255,3262,3269,3275],{},[39,3243,1998,3244],{},[433,3245,3246],{"href":3246,"rel":3247},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[467],[39,3249,3250,3251],{},"官方文档：",[433,3252,3253],{"href":3253,"rel":3254},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[467],[39,3256,3257,3258],{},"GitHub：",[433,3259,3260],{"href":3260,"rel":3261},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[467],[39,3263,3264,3265],{},"CLI Reference：",[433,3266,3267],{"href":3267,"rel":3268},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[467],[39,3270,3271,3272],{},"官方定价：",[433,3273,2566],{"href":2566,"rel":3274},[467],[39,3276,3277],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[26,3279,2014,3280,2017],{},[433,3281,1092],{"href":1091},[1095,3283,3284],{},"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":483,"searchDepth":484,"depth":484,"links":3286},[3287,3288,3295,3296,3297,3298,3299,3300,3301],{"id":23,"depth":487,"text":24},{"id":1279,"depth":487,"text":1279,"children":3289},[3290,3291,3292,3293,3294],{"id":2151,"depth":484,"text":2152},{"id":2198,"depth":484,"text":2199},{"id":2259,"depth":484,"text":2260},{"id":2439,"depth":484,"text":2440},{"id":2536,"depth":484,"text":2537},{"id":2554,"depth":487,"text":2554},{"id":800,"depth":487,"text":801},{"id":1589,"depth":487,"text":1589},{"id":1623,"depth":487,"text":1623},{"id":952,"depth":487,"text":952},{"id":427,"depth":487,"text":427},{"id":457,"depth":487,"text":457},"cli","\u002Fimg\u002Ftools\u002Fclaude-code.webp","Claude Code 2026 真实评测：Anthropic 官方 CLI 编程 Agent，适合终端、SSH、JetBrains\u002FVim 用户和长任务代码改造。本文整理安装使用、Sub-agents、Slash 命令、MCP、价格套餐、国内使用门槛，以及和 Cursor、Aider、Codex CLI 的区别。",[518],{},[1140,3308,3309],"claude-opus-4-8","claude-haiku-4",[3311,3312,3313],"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）",[525,526,524],[3316,3322,3326,3330],{"plan":3317,"price":3318,"limit":3319,"cn_pay":3320,"note":3321},"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":3323,"price":1158,"limit":3324,"cn_pay":2051,"note":3325},"Claude Pro","约 1-4 小时\u002F天活跃编码","网页 + Code 共享额度",{"plan":3327,"price":2620,"limit":3328,"cn_pay":2051,"note":3329},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":3331,"price":2633,"limit":3332,"cn_pay":2051,"note":3333},"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",[1183,3336,3337,3338,3339,1184],"aider-deep-review","claude-code-deep-review","claude-skills-practice","codex-deep-review",{"power":836,"ux":543,"price":484,"cn_support":487,"stability":543},{"title":281,"description":3304},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用",[3344,3346,3347,3349,3352,3354],{"title":3345,"url":3253},"Claude Code 官方文档",{"title":2568,"url":2566},{"title":3348,"url":3267},"Claude Code CLI Reference",{"title":3350,"url":3351},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":3353,"url":2247},"Claude Code Cheat Sheet 2026",{"title":3355,"url":3260},"Claude Code Changelog（v2.1.x）","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[3358,3359,3360,3361,3362],"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",[3302,560,3365,573,3366,1212],"terminal","long-task","Cursor 的强力补充。终端原生、IDE 无关、长任务跑得比 Cursor 稳。但 API 计费贵且国内更难用。","0q7_OctUKQGecMZwXgjzZZKq1o_NCACWKQbqEvm25D8",{"id":3370,"title":284,"alternatives":3371,"api_compatible":3373,"body":3377,"category":498,"chinese_friendly":836,"cover":3806,"description":3807,"domestic":516,"extension":502,"faq":3808,"free":516,"github":16,"languages":3821,"lastVerified":519,"meta":3822,"models":16,"navigation":516,"notSuitable":16,"opensource":501,"path":441,"pillar":522,"platforms":3823,"priceTable":3826,"pricing":3844,"published":538,"relatedPlaybooks":3845,"relatedReviews":3846,"score":3847,"self_host":501,"seo":3848,"seoTitle":3849,"slug":15,"sources":3850,"stem":3857,"suitable":16,"tagline":3858,"tags":3859,"updated":550,"verdict":3865,"website":3866,"__hash__":3867},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fqoder.md",[12,13,569,3372],"coding\u002Fcopilot\u002Ftongyi-lingma",[1227,1228,3374,3375,3376],"百度文心","阿里通义","字节豆包",{"type":18,"value":3378,"toc":3794},[3379,3381,3384,3387,3390,3439,3441,3511,3516,3520,3524,3541,3545,3559,3561,3581,3583,3687,3689,3721,3723,3743,3745,3769,3771],[21,3380,24],{"id":23},[26,3382,3383],{},"Qoder 是阿里 2025-08 首发、2026-05 升级到 1.0 的 Agentic AI 编程平台。1.0 把自己从「AI IDE」改名「智能体自主开发工作台」：开发者只定义目标，执行、验证、交付全由 Agent 自主完成。10 万文件级上下文 + 跨项目并行 + 可定制专属 Agent 团队，是当下国产 AI 编程赛道的标杆。社区版 BYOK 完全免费，Teams 版 300 元\u002F席\u002F月对标 Cursor Business。",[26,3385,3386],{},"适合：中文项目、企业级复杂全栈交付、Spec 驱动团队、想用 Qwen3-Coder \u002F Kimi 等国产模型的开发者。不适合：纯英文海外团队、深度依赖 VS Code 插件生态的开发者。",[21,3388,3389],{"id":3389},"核心能力",[169,3391,3392,3398,3404,3410,3415,3421,3427,3433],{},[39,3393,3394,3397],{},[42,3395,3396],{},"Quest 工作台","：独立窗口，任务管理 + 状态追踪 + 产物追查 + 知识调用一屏",[39,3399,3400,3403],{},[42,3401,3402],{},"跨项目并行","：多个 Workspace 同时跑不同 Agent 任务，一屏掌握全局",[39,3405,3406,3409],{},[42,3407,3408],{},"10 万文件上下文","：业内最强代码库上下文工程",[39,3411,3412,3414],{},[42,3413,318],{},"：自动生成项目文档并跟着代码变更持续更新",[39,3416,3417,3420],{},[42,3418,3419],{},"Spec 驱动","：需求 → 规范 → 代码 → 测试 自动转化",[39,3422,3423,3426],{},[42,3424,3425],{},"自定义 Agent 团队","：配领域知识、技能、外部工具接口，沉淀团队最佳实践",[39,3428,3429,3432],{},[42,3430,3431],{},"MCP 生态","：支持 Model Context Protocol 扩展，接入第三方工具",[39,3434,3435,3438],{},[42,3436,3437],{},"QoderWork 设计工作台","：语音生成专业设计，「设计即代码」",[21,3440,66],{"id":65},[68,3442,3443,3455],{},[71,3444,3445],{},[74,3446,3447,3449,3451,3453],{},[77,3448,79],{},[77,3450,82],{},[77,3452,1437],{},[77,3454,91],{},[93,3456,3457,3471,3485,3498],{},[74,3458,3459,3462,3465,3468],{},[98,3460,3461],{},"社区版",[98,3463,3464],{},"免费",[98,3466,3467],{},"BYOK 自带密钥",[98,3469,3470],{},"零成本试 \u002F 重度 Qwen3 用户",[74,3472,3473,3476,3479,3482],{},[98,3474,3475],{},"Pro Trial",[98,3477,3478],{},"14 天免费",[98,3480,3481],{},"300 赠送",[98,3483,3484],{},"新用户一次性",[74,3486,3487,3490,3493,3496],{},[98,3488,3489],{},"Pro \u002F Pro+ \u002F Ultra",[98,3491,3492],{},"订阅",[98,3494,3495],{},"月度刷新",[98,3497,129],{},[74,3499,3500,3502,3505,3508],{},[98,3501,1167],{},[98,3503,3504],{},"300 元\u002F席\u002F月",[98,3506,3507],{},"3,000\u002F席（池化）",[98,3509,3510],{},"团队、SSO、管理控制台",[755,3512,3513],{},[26,3514,3515],{},"详细个人方案以 docs.qoder.com\u002Fzh\u002Faccount\u002Fpricing 为准；社区版 BYOK 不收费，自付模型成本。",[21,3517,3519],{"id":3518},"实测中型-vue3-spring-boot-项目","实测（中型 Vue3 + Spring Boot 项目）",[26,3521,3522],{},[42,3523,197],{},[169,3525,3526,3529,3532,3535,3538],{},[39,3527,3528],{},"一句『给博客系统加评论审核 + 点赞』8 分钟自动出后端接口、表结构、前端组件、5 个单测——可直接跑",[39,3530,3531],{},"Repo Wiki 跟随 commit 自动更新，新人 onboarding 提速明显",[39,3533,3534],{},"中文需求识别接近 100%，海外工具常见的语义偏差几乎没有",[39,3536,3537],{},"BYOK 模式接 Qwen3-Coder-Max，一天 8 小时重度开发，成本远低于 Cursor",[39,3539,3540],{},"跨项目并行：同时跑 3 个仓库的不同 Quest，互不抢上下文",[26,3542,3543],{},[42,3544,216],{},[169,3546,3547,3550,3553,3556],{},[39,3548,3549],{},"VS Code 插件生态不如 Cursor 完整（Cursor 直接吃 VS Code 全部插件）",[39,3551,3552],{},"Quest 1.0 仍有偶发任务卡住——目前手动 retry 是唯一办法",[39,3554,3555],{},"海外模型路由（Claude Opus）需自带 Key，国内直连 Anthropic 不稳",[39,3557,3558],{},"Teams 版起付 300 元\u002F席，比早期免费策略门槛抬高",[21,3560,233],{"id":233},[36,3562,3563,3566,3569,3572,3575,3578],{},[39,3564,3565],{},"下载客户端（Windows \u002F macOS \u002F Linux）或装 VS Code \u002F JetBrains 插件",[39,3567,3568],{},"用阿里云账号登录，新用户自动激活 14 天 Pro Trial + 300 credits",[39,3570,3571],{},"打开项目 → Qoder 自动扫描构建 Repo Wiki",[39,3573,3574],{},"Quest 窗口写一句目标 → 看任务拆解 → 一键启动",[39,3576,3577],{},"Agent 跑完出 Summary 交付清单，逐条 review",[39,3579,3580],{},"重度场景：建专属 Agent，配团队规范 + 业务知识",[21,3582,264],{"id":264},[68,3584,3585,3599],{},[71,3586,3587],{},[74,3588,3589,3591,3593,3595,3597],{},[77,3590,273],{},[77,3592,284],{},[77,3594,278],{},[77,3596,1634],{},[77,3598,860],{},[93,3600,3601,3616,3628,3640,3655,3671],{},[74,3602,3603,3605,3608,3611,3613],{},[98,3604,867],{},[98,3606,3607],{},"独立 IDE + 插件",[98,3609,3610],{},"VS Code 分支",[98,3612,3610],{},[98,3614,3615],{},"独立 IDE",[74,3617,3618,3620,3622,3624,3626],{},[98,3619,354],{},[98,3621,365],{},[98,3623,360],{},[98,3625,360],{},[98,3627,365],{},[74,3629,3630,3632,3634,3636,3638],{},[98,3631,3402],{},[98,3633,349],{},[98,3635,344],{},[98,3637,344],{},[98,3639,344],{},[74,3641,3642,3645,3648,3651,3653],{},[98,3643,3644],{},"上下文规模",[98,3646,3647],{},"10 万文件",[98,3649,3650],{},"中等",[98,3652,3650],{},[98,3654,3650],{},[74,3656,3657,3660,3663,3665,3668],{},[98,3658,3659],{},"自主 Agent",[98,3661,3662],{},"✅ Quest",[98,3664,1655],{},[98,3666,3667],{},"Cascade",[98,3669,3670],{},"SOLO",[74,3672,3673,3676,3679,3682,3685],{},[98,3674,3675],{},"起步价",[98,3677,3678],{},"免费 BYOK",[98,3680,3681],{},"$20",[98,3683,3684],{},"$15",[98,3686,3464],{},[21,3688,368],{"id":368},[169,3690,3691,3697,3703,3709,3715],{},[39,3692,3693,3696],{},[42,3694,3695],{},"VS Code 插件生态权衡","：先列你日常用的插件，确认 Open VSX 有同名 \u002F 替代再切",[39,3698,3699,3702],{},[42,3700,3701],{},"BYOK 模式成本可控","：先用社区版 + Qwen3-Coder-Plus 跑两周，看实际 token 量再考虑订阅",[39,3704,3705,3708],{},[42,3706,3707],{},"Quest 任务先拆小","：复杂目标拆成 2–3 个 Quest 串行跑，比一次性大 Quest 成功率高",[39,3710,3711,3714],{},[42,3712,3713],{},"海外模型走代理","：BYOK 接 Claude \u002F GPT 需要稳定海外网络，国内直连不稳",[39,3716,3717,3720],{},[42,3718,3719],{},"Teams 池化注意人均上限","：300 元\u002F席送 3,000 credits 池化共享，重度 dev 会蚕食轻度 dev 额度，建议设人均 cap",[21,3722,404],{"id":403},[169,3724,3725,3728,3731,3734,3737,3740],{},[39,3726,3727],{},"✅ 中文 \u002F 国内团队、企业全栈交付",[39,3729,3730],{},"✅ 大型 monorepo、跨项目协同",[39,3732,3733],{},"✅ 想用国产模型（Qwen3 \u002F Kimi \u002F DeepSeek）压成本",[39,3735,3736],{},"❌ 纯英文海外团队",[39,3738,3739],{},"❌ 深度依赖 VS Code 闭源插件",[39,3741,3742],{},"❌ 偏 prompt-first、抗拒 Spec 流程",[21,3744,427],{"id":427},[169,3746,3747,3751,3757,3763],{},[39,3748,3749],{},[433,3750,436],{"href":435},[39,3752,3753],{},[433,3754,3756],{"href":3755},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma","通义灵码 评测",[39,3758,3759],{},[433,3760,3762],{"href":3761},"\u002Ftools\u002Fcoding\u002Fide\u002Ftrae","Trae 评测",[39,3764,3765],{},[433,3766,3768],{"href":3767},"\u002Fplaybook\u002Frefactor\u002Flarge-refactor-with-ai-agent","AI 大型重构 Playbook",[21,3770,457],{"id":457},[36,3772,3773,3780,3787],{},[39,3774,3775,3776],{},"Qoder 官方定价（2026-06）",[433,3777,3778],{"href":3778,"rel":3779},"https:\u002F\u002Fdocs.qoder.com\u002Fzh\u002Faccount\u002Fpricing",[467],[39,3781,3782,3783],{},"DeepNavi — Qoder 工具介绍（2026-05）",[433,3784,3785],{"href":3785,"rel":3786},"https:\u002F\u002Fwww.deepnavi.cn\u002Fai-coding\u002Fqoder",[467],[39,3788,3789,3790],{},"FreeAITool — Qoder 完全指南 2026（2026-05-30）",[433,3791,3792],{"href":3792,"rel":3793},"https:\u002F\u002Ffreeaitool.com\u002Fai-assistants\u002Fqoder-ai-coding-agent-complete-guide-2026",[467],{"title":483,"searchDepth":484,"depth":484,"links":3795},[3796,3797,3798,3799,3800,3801,3802,3803,3804,3805],{"id":23,"depth":487,"text":24},{"id":3389,"depth":487,"text":3389},{"id":65,"depth":487,"text":66},{"id":3518,"depth":487,"text":3519},{"id":233,"depth":487,"text":233},{"id":264,"depth":487,"text":264},{"id":368,"depth":487,"text":368},{"id":403,"depth":487,"text":404},{"id":427,"depth":487,"text":427},{"id":457,"depth":487,"text":457},"\u002Fimg\u002Ftools\u002Fqoder.webp","Qoder 真实评测：阿里 2025-08 首发、2026-05 升 1.0 的 Agentic IDE。Quest 模式独立工作台 + 跨项目并行 + 10 万文件级超长上下文。免费体验 + Pro\u002FPro+\u002FUltra 个人方案 + Teams 300 元\u002F席\u002F月。",[3809,3812,3815,3818],{"q":3810,"a":3811},"Qoder 和阿里通义灵码（现 Qoder CN）什么关系？","通义灵码 2026 改名 Qoder CN，是 Qoder 在国内的中国云区版本，账号 \u002F 计费独立，但底层 Qwen3-Coder 模型一致。",{"q":3813,"a":3814},"Quest 模式具体怎么用？","1.0 版做成独立工作台：填一个目标（如『给这个博客系统加评论 + 点赞』），Quest 自动拆任务、调用知识库、跨文件改、跑测试、出交付摘要。支持跨项目并行多个 Quest 任务。",{"q":3816,"a":3817},"BYOK 真的免费吗？","是。社区版下载即用，绑定自己的 Qwen \u002F Kimi \u002F DeepSeek \u002F OpenAI \u002F Claude API Key，按你的供应商定价付钱，Qoder 本身不抽水。",{"q":3819,"a":3820},"和 Cursor \u002F Windsurf 对比？","Cursor 在补全流畅度和插件生态领先；Qoder 在 Spec-Driven、跨项目并行、中文场景、企业落地（顺丰、吉利等已用）上明显占优。海外项目仍推荐 Cursor，国内 \u002F 中文项目 Qoder 优先。",[1137,518],{},[524,525,526,3824,3825],"vscode","jetbrains",[3827,3829,3833,3836,3841],{"plan":3461,"price":3464,"credits":3467,"notes":3828},"支持 Qwen3-Coder \u002F Kimi \u002F DeepSeek 等国产模型，零成本上手",{"plan":3475,"price":3830,"credits":3831,"notes":3832},"14 天","300（赠送）","新用户首次登录自动激活；含 Pro 全功能",{"plan":117,"price":3834,"credits":3495,"notes":3835},"订阅制","含 Quest \u002F Repo Wiki \u002F 全模型路由",{"plan":3837,"price":3838,"credits":3839,"notes":3840},"Ultra","重度版","更高额度","面向重度长任务、并行 Agent 多",{"plan":1167,"price":3504,"credits":3842,"notes":3843},"3,000\u002F席（团队池）","管理员控制台、SSO、统一计费","社区版免费 \u002F Pro 起步 \u002F Teams 300 元·席·月",[541,540],[1185,1186],{"power":836,"ux":543,"price":543,"cn_support":836,"stability":543},{"title":284,"description":3807},"Qoder AI IDE 评测 2026：Google 出品，免费 AI 编程助手，对比 Cursor",[3851,3853,3855],{"name":3852,"url":3785,"accessed":550},"DeepNavi — Qoder 工具介绍",{"name":3854,"url":3778,"accessed":550},"Qoder 官方定价",{"name":3856,"url":3792,"accessed":550},"FreeAITool — Qoder 完全指南 2026","tools\u002Fcoding\u002Fide\u002Fqoder","阿里出品的 Agentic 编程平台，主打『目标定义 → 自动交付』的自主开发工作台",[498,560,3860,3861,3862,3863,3864],"agentic","china","alibaba","quest","spec","国产 Agentic Coding 平台第一梯队。中文场景、Spec 驱动、跨项目并行做得最完整；海外 Cursor \u002F Claude Code 在 prompt-flow 精度上仍有优势，但 Qoder 性价比和本地化压倒性。","https:\u002F\u002Fqoder.com","lf0U63q2SLNfgZ7YF3MCpXFHDovTRt3ATP82VZy5Jvw",1785660640726]