[{"data":1,"prerenderedAt":1218},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-cursor-vs-kiro":9,"compare-a-cursor":10,"compare-b-kiro":711},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":18,"body":21,"category":592,"chinese_friendly":292,"cover":593,"description":594,"domestic":595,"extension":596,"faq":597,"free":595,"github":266,"languages":616,"lastVerified":9,"meta":619,"models":620,"navigation":626,"notSuitable":627,"opensource":595,"path":632,"pillar":633,"platforms":634,"priceTable":638,"pricing":666,"published":667,"relatedPlaybooks":668,"relatedReviews":672,"score":679,"self_host":595,"seo":680,"seoTitle":681,"slug":682,"sources":683,"stem":693,"suitable":694,"tagline":699,"tags":700,"updated":707,"verdict":708,"website":709,"__hash__":710},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fcursor.md","Cursor",[14,15,16,17],"coding\u002Fide\u002Ftrae","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fcodex",[19,20],"openai","anthropic",{"type":22,"value":23,"toc":575},"minimark",[24,29,79,82,85,92,138,153,159,163,166,186,205,208,212,218,223,232,236,246,250,256,260,302,305,416,421,424,462,466,472,476,488,491,531,534,561,571],[25,26,28],"h2",{"id":27},"tldr","TL;DR",[30,31,36,44,62],"div",{"className":32},[33,34,35],"card","p-5","my-4",[37,38,39,43],"p",{},[40,41,42],"strong",{},"一句话："," Cursor 是当前 AI IDE 综合体验的天花板。Composer 的多文件改写、Tab 的连续预测、@-symbol 的上下文召回三件套，加上 2026 年加上的 Cloud Agents 和 Bugbot，使「让 AI 真的写一段能跑的代码」这件事比纯插件方案高一个量级。",[37,45,46,49,50,53,54,57,58,61],{},[40,47,48],{},"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 ",[40,51,52],{},"Composer 2.5"," 与低价的 ",[40,55,56],{},"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 ",[40,59,60],{},"3.11","。",[37,63,64,65,68,69,68,72,68,75,78],{},"代价是：",[40,66,67],{},"$20\u002F月起","、",[40,70,71],{},"国内访问不稳",[40,73,74],{},"2025-06 之后按 token 计费",[40,76,77],{},"频繁切 IP 容易封号","。重度用户月底真的会超额。",[25,80,81],{"id":81},"它到底是个什么",[37,83,84],{},"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。",[37,86,87,88,91],{},"它的护城河不是某一个 feature，而是",[40,89,90],{},"三件套乘以工程化","：",[93,94,95,110,116],"ol",{},[96,97,98,101,102,106,107,109],"li",{},[40,99,100],{},"Composer","（",[103,104,105],"code",{},"Cmd\u002FCtrl + I","）— 多文件 Agent，看完整个仓库后做 plan-then-act 改写；现在的 ",[40,108,52],{}," 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。",[96,111,112,115],{},[40,113,114],{},"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。",[96,117,118,121,122,125,126,129,130,133,134,137],{},[40,119,120],{},"@-symbol 上下文"," — ",[103,123,124],{},"@codebase"," 自动召回相关文件、",[103,127,128],{},"@docs"," 引外部文档、",[103,131,132],{},"@web"," 联网搜、",[103,135,136],{},"@git"," 看 diff，相当于 RAG + 工具调用都内嵌好了。",[37,139,140,141,144,145,148,149,152],{},"2026 年另加两件大件：",[40,142,143],{},"Cloud Agents","（云端 VM 跑长任务，3.5 起最多 10 个并行，",[103,146,147],{},"\u002Fmultitask"," 可拆最多 8 个子 Agent 各自独立 Git 分支）和 ",[40,150,151],{},"Bugbot","（PR 自动审查 + 自动 fix 提交）。",[37,154,155,158],{},[40,156,157],{},"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。",[25,160,162],{"id":161},"价格-计费重点","价格 & 计费（重点）",[37,164,165],{},"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：",[167,168,169,176,183],"ul",{},[96,170,171,172,175],{},"每档套餐有",[40,173,174],{},"包含的美元额度","，按底层模型 API 价折算。",[96,177,178,179,182],{},"超出后",[40,180,181],{},"按需续费","（on-demand），月底结算。",[96,184,185],{},"重模型 \u002F 长上下文 \u002F MAX 模式吃额度最快。",[37,187,188,191,192,195,198,199,201,204],{},[40,189,190],{},"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。",[193,194],"br",{},[40,196,197],{},"Pro+ \u002F Ultra","：$60+ \u002F $200\u002F月，给天天跑 Agent 的开发者。",[193,200],{},[40,202,203],{},"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。",[37,206,207],{},"国内付款：结账页选 Alipay，可走支付宝。",[25,209,211],{"id":210},"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）",[213,214,215],"blockquote",{},[37,216,217],{},"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。",[219,220,222],"h3",{"id":221},"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",[37,224,225,228,229,231],{},[103,226,227],{},"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。",[193,230],{},"\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。",[219,233,235],{"id":234},"任务-2跨仓库引用查找","任务 2：跨仓库引用查找",[37,237,238,240,241,129,243,245],{},[103,239,124],{}," 在 50k+ 行项目里召回相关文件、",[103,242,128],{},[103,244,132],{}," 联网搜。多数同类工具还停留在\"开个文件让 AI 看\"。",[219,247,249],{"id":248},"任务-3mcp-接入","任务 3：MCP 接入",[37,251,252,255],{},[103,253,254],{},"~\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。",[25,257,259],{"id":258},"上手-5-分钟","上手 5 分钟",[261,262,267],"pre",{"className":263,"code":264,"language":265,"meta":266,"style":266},"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","",[103,268,269,278,284,290,296],{"__ignoreMap":266},[270,271,274],"span",{"class":272,"line":273},"line",1,[270,275,277],{"class":276},"sJ8bj","# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n",[270,279,281],{"class":272,"line":280},2,[270,282,283],{"class":276},"# 2. 用 GitHub \u002F Google 登录\n",[270,285,287],{"class":272,"line":286},3,[270,288,289],{"class":276},"# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n",[270,291,293],{"class":272,"line":292},4,[270,294,295],{"class":276},"# 4. 打开任意项目 → Cmd+I 试 Composer\n",[270,297,299],{"class":272,"line":298},5,[270,300,301],{"class":276},"# 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",[25,303,304],{"id":304},"同类对比",[306,307,308,329],"table",{},[309,310,311],"thead",{},[312,313,314,318,320,323,326],"tr",{},[315,316,317],"th",{},"维度",[315,319,12],{},[315,321,322],{},"Claude Code",[315,324,325],{},"GitHub Copilot",[315,327,328],{},"Trae",[330,331,332,349,366,382,399],"tbody",{},[312,333,334,338,341,344,347],{},[335,336,337],"td",{},"形态",[335,339,340],{},"VS Code fork",[335,342,343],{},"终端 CLI",[335,345,346],{},"VS Code 插件",[335,348,340],{},[312,350,351,354,357,360,363],{},[335,352,353],{},"价格",[335,355,356],{},"$20\u002F月起 + 用量",[335,358,359],{},"包含在 Claude.ai $20\u002F月 \u002F Max",[335,361,362],{},"$10\u002F月",[335,364,365],{},"免费（国内版）\u002F $10\u002F月（国际 Pro）",[312,367,368,371,374,376,379],{},[335,369,370],{},"国内访问",[335,372,373],{},"需稳定代理",[335,375,373],{},[335,377,378],{},"需代理",[335,380,381],{},"国内版直连",[312,383,384,387,390,393,396],{},[335,385,386],{},"Agent 形态",[335,388,389],{},"Composer + Cloud Agents",[335,391,392],{},"全终端",[335,394,395],{},"Agent Mode",[335,397,398],{},"Builder + SOLO",[312,400,401,404,407,410,413],{},[335,402,403],{},"适合",[335,405,406],{},"IDE-first 全栈",[335,408,409],{},"终端 \u002F 后端 \u002F DevOps",[335,411,412],{},"老 VS Code 党",[335,414,415],{},"国内 \u002F 中文场景",[213,417,418],{},[37,419,420],{},"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」。",[25,422,423],{"id":423},"避坑清单",[93,425,426,432,438,444,450,456],{},[96,427,428,431],{},[40,429,430],{},"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。",[96,433,434,437],{},[40,435,436],{},"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。",[96,439,440,443],{},[40,441,442],{},"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。",[96,445,446,449],{},[40,447,448],{},"Composer 改大文件前先 commit","，Accept All 偶有 import 错位，git 是后悔药。",[96,451,452,455],{},[40,453,454],{},"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。",[96,457,458,461],{},[40,459,460],{},"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。",[25,463,465],{"id":464},"适合-不适合","适合 \u002F 不适合",[37,467,468,469,471],{},"✅ 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。",[193,470],{},"\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。",[25,473,475],{"id":474},"市场地位2026-中","市场地位（2026 中）",[37,477,478,479,482,483,487],{},"Cursor 6 月初年化营收约 ",[40,480,481],{},"$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%（",[484,485,322],"a",{"href":486},"\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%。",[25,489,490],{"id":490},"相关阅读",[167,492,493,505,512,519],{},[96,494,495,496,500,501],{},"最新资讯：",[484,497,499],{"href":498},"\u002Fnews\u002F2026\u002Fspacex-acquires-cursor.html","SpaceX 600 亿美元收购 Cursor"," · ",[484,502,504],{"href":503},"\u002Fnews\u002F2026\u002Fgrok-4-5-release.html","Grok 4.5 与 Cursor 联合训练",[96,506,507,508],{},"配套 playbook：",[484,509,511],{"href":510},"\u002Fplaybook\u002Fcursor-rules-best-practice.html","Cursor Rules 最佳实践",[96,513,514,515],{},"同分类：",[484,516,518],{"href":517},"\u002Fcoding\u002Fide\u002F","AI IDE 全分类",[96,520,521,522,500,525,500,529],{},"替代品：",[484,523,328],{"href":524},"\u002Fcoding\u002Fide\u002Ftrae.html",[484,526,528],{"href":527},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Devin Desktop（原 Windsurf）",[484,530,322],{"href":486},[25,532,533],{"id":533},"来源",[167,535,536,544,551,558],{},[96,537,538,539],{},"官方定价页：",[484,540,541],{"href":541,"rel":542},"https:\u002F\u002Fcursor.com\u002Fpricing",[543],"nofollow",[96,545,546,547],{},"Composer 文档：",[484,548,549],{"href":549,"rel":550},"https:\u002F\u002Fdocs.cursor.com\u002Fcomposer",[543],[96,552,553,554],{},"Cursor 3.5 Cloud Agents 公告：",[484,555,556],{"href":556,"rel":557},"https:\u002F\u002Fcursor.com\u002Fchangelog",[543],[96,559,560],{},"第三方评测：ZBuild 2026 评测、Flexprice Cursor pricing 解析、Codersera 3.5 完整指南",[213,562,563],{},[37,564,565,566,570],{},"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 ",[484,567,569],{"href":568},"mailto:hello@aiho.net","反馈邮箱"," 反馈更新。",[572,573,574],"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":266,"searchDepth":286,"depth":286,"links":576},[577,578,579,580,585,586,587,588,589,590,591],{"id":27,"depth":280,"text":28},{"id":81,"depth":280,"text":81},{"id":161,"depth":280,"text":162},{"id":210,"depth":280,"text":211,"children":581},[582,583,584],{"id":221,"depth":286,"text":222},{"id":234,"depth":286,"text":235},{"id":248,"depth":286,"text":249},{"id":258,"depth":280,"text":259},{"id":304,"depth":280,"text":304},{"id":423,"depth":280,"text":423},{"id":464,"depth":280,"text":465},{"id":474,"depth":280,"text":475},{"id":490,"depth":280,"text":490},{"id":533,"depth":280,"text":533},"ide","\u002Fimg\u002Ftools\u002Fcursor.webp","Cursor 2026 真实评测：SpaceX 以 600 亿美元收购后的最强 AI IDE，基于 VS Code，支持 Composer 2.5 多文件改写、Cloud Agents、MCP、Claude Sonnet 5 \u002F GPT-5.6 \u002F Grok 4.5 多模型和 Bugbot。本文整理最新版本、价格、支付宝付款、国内网络风险、封号避坑，以及和 Trae、Devin Desktop、Claude Code 的选择建议。",false,"md",[598,601,604,607,610,613],{"q":599,"a":600},"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":602,"a":603},"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":605,"a":606},"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":608,"a":609},"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":611,"a":612},"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":614,"a":615},"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）。",[617,618],"zh","en",{},[621,622,623,624,625],"claude-sonnet-5","gpt-5.6","grok-4.5","gemini-3-pro","composer-2.5",true,[628,629,630,631],"国内纯内网开发（连不上）","重度 JetBrains 用户（IDEA \u002F WebStorm \u002F GoLand）","预算敏感或学生（先试 Trae \u002F 通义灵码）","对 usage-based 计费高度敏感（2025-06 之后按 token 计费，重度用户月底容易超）","\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","coding",[635,636,637],"windows","macos","linux",[639,645,651,656,661],{"plan":640,"price":641,"limit":642,"cn_pay":643,"note":644},"Hobby (Free)","$0","Agent 限量 + Tab 补全限量","❌","仅试用，不可付费",{"plan":646,"price":647,"limit":648,"cn_pay":649,"note":650},"Pro","$20\u002F月","扩展 Agent + 前沿模型 + Cloud Agents + Bugbot（按量）","✅ 支付宝","个人主力档",{"plan":197,"price":652,"limit":653,"cn_pay":654,"note":655},"$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":657,"price":658,"limit":659,"cn_pay":654,"note":660},"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":662,"price":663,"limit":664,"cn_pay":654,"note":665},"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",[669,670,671],"ai-coding\u002Fcursor-rules-best-practice","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Fcursor-vs-claude-code-when-to-use",[673,674,675,676,677,678],"ai-coding-tool-decision-tree","cursor-deep-review","cursor-vs-windsurf-vs-trae","qoder-deep-review","trae-deep-review","windsurf-deep-review",{"power":298,"ux":298,"price":286,"cn_support":286,"stability":292},{"title":12,"description":594},"Cursor 评测 2026：SpaceX 收购后的最强 AI IDE？价格、模型与国内避坑","coding\u002Fide\u002Fcursor",[684,686,688,690],{"title":685,"url":541},"Cursor 官方定价页",{"title":687,"url":549},"Cursor Composer 官方文档",{"title":689,"url":556},"Cursor Changelog（3.9–3.11）",{"title":691,"url":692},"SpaceX 收购 Anysphere（Reuters\u002FSEC）","https:\u002F\u002Fwww.reuters.com\u002Ftechnology\u002F","tools\u002Fcoding\u002Fide\u002Fcursor",[695,696,697,698],"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）",[592,701,702,703,704,705,706],"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","_st9Qu7Bzc6uRvS62V-D6U-pZBzBZCIO4viNTsYDBaI",{"id":712,"title":713,"alternatives":714,"api_compatible":9,"body":716,"category":592,"chinese_friendly":280,"cover":1163,"description":1164,"domestic":595,"extension":596,"faq":1165,"free":595,"github":9,"languages":1178,"lastVerified":9,"meta":1179,"models":9,"navigation":626,"notSuitable":9,"opensource":595,"path":1180,"pillar":633,"platforms":1181,"priceTable":1182,"pricing":1192,"published":1193,"relatedPlaybooks":1194,"relatedReviews":9,"score":1197,"self_host":595,"seo":1198,"seoTitle":9,"slug":1199,"sources":1200,"stem":1208,"suitable":9,"tagline":1209,"tags":1210,"updated":1203,"verdict":1215,"website":1216,"__hash__":1217},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fkiro.md","Kiro",[682,15,16,715],"coding\u002Fide\u002Fqoder",{"type":22,"value":717,"toc":1150},[718,720,723,726,729,752,756,842,845,848,868,872,877,891,896,910,913,941,944,1041,1044,1076,1078,1098,1100,1125,1127],[25,719,28],{"id":27},[37,721,722],{},"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。",[37,724,725],{},"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。",[25,727,728],{"id":728},"三层架构",[93,730,731,737,743],{},[96,732,733,736],{},[40,734,735],{},"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",[96,738,739,742],{},[40,740,741],{},"Hooks","：自然语言写的事件自动化（on save \u002F on commit \u002F on schema change）",[96,744,745,91,748,751],{},[40,746,747],{},"Steering Files",[103,749,750],{},".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",[25,753,755],{"id":754},"价格2026-06","价格（2026-06）",[306,757,758,776],{},[309,759,760],{},[312,761,762,765,767,770,773],{},[315,763,764],{},"Plan",[315,766,353],{},[315,768,769],{},"Credits\u002F月",[315,771,772],{},"超额",[315,774,775],{},"适用",[330,777,778,794,810,826],{},[312,779,780,783,785,788,791],{},[335,781,782],{},"Free",[335,784,641],{},[335,786,787],{},"50（注册赠 500）",[335,789,790],{},"无",[335,792,793],{},"试用、轻度",[312,795,796,798,801,804,807],{},[335,797,646],{},[335,799,800],{},"$19\u002F月",[335,802,803],{},"1,000",[335,805,806],{},"$0.04\u002Fcredit",[335,808,809],{},"个人主力",[312,811,812,815,818,821,823],{},[335,813,814],{},"Pro+",[335,816,817],{},"$37\u002F月",[335,819,820],{},"2,000",[335,822,806],{},[335,824,825],{},"重度 + Spec 流水",[312,827,828,831,834,837,839],{},[335,829,830],{},"Power",[335,832,833],{},"$184\u002F月",[335,835,836],{},"10,000",[335,838,806],{},[335,840,841],{},"跑长 autonomous agent",[37,843,844],{},"底层模型走 Amazon Bedrock，路由 Claude Sonnet \u002F Amazon Nova。GovCloud 全档可用。",[25,846,847],{"id":847},"三种形态",[167,849,850,856,862],{},[96,851,852,855],{},[40,853,854],{},"Kiro IDE","：VS Code 同根的桌面 IDE",[96,857,858,861],{},[40,859,860],{},"Kiro CLI","：terminal 里的同一个 agent",[96,863,864,867],{},[40,865,866],{},"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）",[25,869,871],{"id":870},"实测中型-spring-boot-项目","实测（中型 Spring Boot 项目）",[37,873,874],{},[40,875,876],{},"亮点：",[167,878,879,882,885,888],{},[96,880,881],{},"「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",[96,883,884],{},"agent 跑完会写出可运行代码 + 单元测试 + 更新 design.md",[96,886,887],{},"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",[96,889,890],{},"Hooks 跑 OpenAPI 同步真的省心",[37,892,893],{},[40,894,895],{},"踩坑：",[167,897,898,901,904,907],{},[96,899,900],{},"单一 Spec 跑完 17 个任务烧了约 120 credits，Pro 档第 4 天就触线",[96,902,903],{},"Spec 工作流加了约 30% 时间成本，小项目得不偿失",[96,905,906],{},"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",[96,908,909],{},"中文交互能用，但 spec 文档生成偶尔中英混搭",[25,911,912],{"id":912},"上手",[93,914,915,918,921,924,927,934],{},[96,916,917],{},"kiro.dev 注册（GitHub \u002F Google \u002F AWS 任一）",[96,919,920],{},"下载 IDE，导入项目（自动迁移 VS Code 设置）",[96,922,923],{},"写一句需求，按 Generate Spec → 审 requirements.md",[96,925,926],{},"改 \u002F 确认后让 agent 按 tasks.md 跑",[96,928,929,930,933],{},"在 ",[103,931,932],{},".kiro\u002Fsteering\u002F"," 沉淀你团队的规范",[96,935,936,937,940],{},"CLI：",[103,938,939],{},"brew install kiro-cli","，同账号即用",[25,942,943],{"id":943},"对比",[306,945,946,961],{},[309,947,948],{},[312,949,950,952,954,956,958],{},[315,951,317],{},[315,953,713],{},[315,955,12],{},[315,957,322],{},[315,959,960],{},"Qoder",[330,962,963,980,995,1010,1025],{},[312,964,965,968,971,974,977],{},[335,966,967],{},"范式",[335,969,970],{},"Spec-first",[335,972,973],{},"Prompt-first",[335,975,976],{},"Prompt + CLI",[335,978,979],{},"Quest + Agent",[312,981,982,985,988,990,992],{},[335,983,984],{},"文档沉淀",[335,986,987],{},"强制 3 份",[335,989,790],{},[335,991,790],{},[335,993,994],{},"Repo Wiki",[312,996,997,999,1002,1005,1007],{},[335,998,353],{},[335,1000,1001],{},"$19–$184",[335,1003,1004],{},"$20 起",[335,1006,1004],{},[335,1008,1009],{},"免费起步",[312,1011,1012,1015,1018,1021,1023],{},[335,1013,1014],{},"自治 agent",[335,1016,1017],{},"✅ 长任务",[335,1019,1020],{},"部分",[335,1022,1020],{},[335,1024,654],{},[312,1026,1027,1030,1033,1036,1038],{},[335,1028,1029],{},"中文",[335,1031,1032],{},"2\u002F5",[335,1034,1035],{},"3\u002F5",[335,1037,1035],{},[335,1039,1040],{},"5\u002F5",[25,1042,1043],{"id":1043},"避坑",[167,1045,1046,1052,1058,1064,1070],{},[96,1047,1048,1051],{},[40,1049,1050],{},"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",[96,1053,1054,1057],{},[40,1055,1056],{},"生产权限要先限","：autonomous agent 默认不要给 prod；用 sandbox \u002F staging 跑、PR 走人工",[96,1059,1060,1063],{},[40,1061,1062],{},"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",[96,1065,1066,1069],{},[40,1067,1068],{},"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",[96,1071,1072,1075],{},[40,1073,1074],{},"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",[25,1077,465],{"id":464},[167,1079,1080,1083,1086,1089,1092,1095],{},[96,1081,1082],{},"✅ 写生产业务系统、追求审计可追溯",[96,1084,1085],{},"✅ 已在 AWS 生态，想统一研发 AI",[96,1087,1088],{},"✅ 接受先写规格再写码的团队文化",[96,1090,1091],{},"❌ 单人快速 hack、prototyping",[96,1093,1094],{},"❌ 主语种中文、强中文协作（仍以英文为主）",[96,1096,1097],{},"❌ 团队抗拒文档化",[25,1099,490],{"id":490},[167,1101,1102,1107,1113,1119],{},[96,1103,1104],{},[484,1105,1106],{"href":632},"Cursor 评测",[96,1108,1109],{},[484,1110,1112],{"href":1111},"\u002Ftools\u002Fcoding\u002Fide\u002Fqoder","Qoder 评测",[96,1114,1115],{},[484,1116,1118],{"href":1117},"\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code","Claude Code 评测",[96,1120,1121],{},[484,1122,1124],{"href":1123},"\u002Fplaybook\u002Fonboarding\u002Flegacy-codebase-onboarding","Legacy 代码 Onboarding Playbook",[25,1126,533],{"id":533},[93,1128,1129,1136,1143],{},[96,1130,1131,1132],{},"RockB — Kiro AI IDE Review 2026（2026-04-21）",[484,1133,1134],{"href":1134,"rel":1135},"https:\u002F\u002Fbaeseokjae.github.io\u002Fposts\u002Fkiro-ai-ide-review-2026",[543],[96,1137,1138,1139],{},"DEV.to — AWS Kiro: Specs as Unit of Work（2026-04）",[484,1140,1141],{"href":1141,"rel":1142},"https:\u002F\u002Fdev.to\u002Fjubinsoni\u002Faws-kiro-the-agentic-ide-that-makes-specs-the-unit-of-work-3eko",[543],[96,1144,1145,1146],{},"TechCrunch — Amazon Previews 3 Frontier Agents（2025-12-02）",[484,1147,1148],{"href":1148,"rel":1149},"https:\u002F\u002Ftechcrunch.com\u002F2025\u002F12\u002F02\u002Famazon-previews-3-ai-agents-including-kiro-that-can-code-on-its-own-for-days",[543],{"title":266,"searchDepth":286,"depth":286,"links":1151},[1152,1153,1154,1155,1156,1157,1158,1159,1160,1161,1162],{"id":27,"depth":280,"text":28},{"id":728,"depth":280,"text":728},{"id":754,"depth":280,"text":755},{"id":847,"depth":280,"text":847},{"id":870,"depth":280,"text":871},{"id":912,"depth":280,"text":912},{"id":943,"depth":280,"text":943},{"id":1043,"depth":280,"text":1043},{"id":464,"depth":280,"text":465},{"id":490,"depth":280,"text":490},{"id":533,"depth":280,"text":533},"\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。",[1166,1169,1172,1175],{"q":1167,"a":1168},"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":1170,"a":1171},"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":1173,"a":1174},"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":1176,"a":1177},"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。",[618],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fkiro",[635,636,637],[1183,1186,1188,1190],{"plan":782,"price":641,"credits":1184,"notes":1185},"50\u002F月 + 注册赠 500","BYOK 不可、模型路由受限",{"plan":646,"price":800,"credits":803,"notes":1187},"超出 $0.04\u002Fcredit；含 Claude\u002FNova 路由",{"plan":814,"price":817,"credits":820,"notes":1189},"重度个人 \u002F 含 Spec + Hooks 全功能",{"plan":830,"price":833,"credits":836,"notes":1191},"重度 \u002F 长 autonomous agent 任务","Free \u002F Pro $19·月 \u002F Pro+ $37·月 \u002F Power $184·月","2026-06-19",[1195,1196],"onboarding\u002Flegacy-codebase-onboarding","refactor\u002Flarge-refactor-with-ai-agent",{"power":292,"ux":292,"price":286,"cn_support":280,"stability":292},{"title":713,"description":1164},"coding\u002Fide\u002Fkiro",[1201,1204,1206],{"name":1202,"url":1134,"accessed":1203},"Kiro Review 2026 — RockB","2026-06-24",{"name":1205,"url":1141,"accessed":1203},"AWS Kiro — DEV.to 深度解读",{"name":1207,"url":1148,"accessed":1203},"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",[592,1211,1212,1213,1214],"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","q2LOdFuy0fg4mnE59wQ-y07_ODs5F6LPDe7HQCC_LgU",1784565442115]