[{"data":1,"prerenderedAt":4124},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"playbook-ai-coding\u002Fagents-md-protocol":9,"playbook-tools-ai-coding\u002Fagents-md-protocol":845},{"tools":4,"reviews":5},75,34,{"tools":4,"reviews":5,"playbooks":7,"news":8},33,27,{"id":10,"title":11,"body":12,"category":813,"cover":813,"description":814,"extension":815,"lastVerified":816,"meta":817,"navigation":126,"path":829,"published":816,"relatedTools":830,"seo":835,"seoTitle":836,"stem":837,"tags":838,"updated":816,"__hash__":844},"playbook\u002Fplaybook\u002Fai-coding\u002Fagents-md-protocol.md","AGENTS.md 协议：让多个 AI 工具读同一份配置",{"type":13,"value":14,"toc":800},"minimark",[15,19,43,46,49,76,83,89,98,101,104,284,291,295,385,394,414,417,421,426,524,528,624,628,725,728,734,747,753,756,791,796],[16,17,18],"h2",{"id":18},"一句话结论",[20,21,22,23,27,28,33,34,37,38,42],"p",{},"AGENTS.md 是社区里「",[24,25,26],"strong",{},"一份项目配置，所有 AI 编程工具都读","」的共识尝试。它本质上是 ",[29,30,32],"a",{"href":31},"\u002Fplaybook\u002Fai-coding\u002Fclaude-md-best-practice.html","CLAUDE.md"," 的开放超集——目前 ",[24,35,36],{},"Cursor \u002F Claude Code \u002F Cline \u002F Codex CLI"," 都能识别根目录的 ",[39,40,41],"code",{},"AGENTS.md"," 并自动加载。写一份放项目根，就能统一所有工具的上下文，避免「Cursor 一份规则、Claude Code 一份规则」的分裂。",[16,44,45],{"id":45},"提出背景与社区现状",[20,47,48],{},"2025 年起，团队同时用 2-3 个 AI 工具成常态：Cursor 写细节、Claude Code 跑长任务、Cline 接国产模型、Codex 在 CI 里跑。但每个工具读自己格式的配置文件：",[50,51,52,59,64,67],"ul",{},[53,54,55,56],"li",{},"Cursor → ",[39,57,58],{},".cursor\u002Frules\u002F*.mdc",[53,60,61,62],{},"Claude Code → ",[39,63,32],{},[53,65,66],{},"Cline → 自己的 memory 文件",[53,68,69,70,72,73],{},"Codex → ",[39,71,41],{}," \u002F ",[39,74,75],{},"codex.md",[20,77,78,79,82],{},"结果：",[24,80,81],{},"同一份「项目约定」要维护 3-4 份","，改一处忘三处，AI 行为不一致。",[20,84,85,86,88],{},"AGENTS.md 的初衷就是「单一事实源」——一个标准文件，谁都能读。它最早在 Codex \u002F 开源社区成型，随后被 Cline、Claude Code（通过 ",[39,87,32],{}," 兼容读取）、Cursor（rules 可引用）陆续接纳。",[90,91,92],"blockquote",{},[20,93,94,97],{},[24,95,96],{},"AIHO 观点","：AGENTS.md 目前是「事实标准」而非「官方标准」——没有 RFC，靠工具自发兼容。但因为它向下兼容 CLAUDE.md 的写法，迁移成本几乎为零，值得采用。",[16,99,100],{"id":100},"标准格式与字段约定",[20,102,103],{},"AGENTS.md 没有强制 schema，社区约定俗成的结构：",[105,106,111],"pre",{"className":107,"code":108,"language":109,"meta":110,"style":110},"language-markdown shiki shiki-themes github-light github-dark","# 项目名\n\n一句话描述项目是什么、用什么技术栈。\n\n## 技术栈\n- 前端：Nuxt 3 + Tailwind\n- 后端：Nitro server routes\n- 数据库：PostgreSQL（Prisma）\n\n## 目录结构\n- pages\u002F        页面\n- components\u002F   Vue 组件\n- server\u002F       API 路由\n- prisma\u002F       schema 与迁移\n\n## 开发命令\n- pnpm dev      开发服务器\n- pnpm test     测试\n- pnpm lint     lint\n\n## 编码约定\n- TypeScript strict\n- 组件用 \u003Cscript setup>\n- 提交前必须 lint + test 通过\n\n## 禁忌\n- 不要改 migrations\u002F 历史文件\n- 不要在前端暴露密钥\n- 不要引入未声明的依赖\n","markdown","",[39,112,113,121,128,134,139,145,151,157,163,168,174,180,186,192,198,203,209,215,221,227,232,238,244,250,256,261,267,272,278],{"__ignoreMap":110},[114,115,118],"span",{"class":116,"line":117},"line",1,[114,119,120],{},"# 项目名\n",[114,122,124],{"class":116,"line":123},2,[114,125,127],{"emptyLinePlaceholder":126},true,"\n",[114,129,131],{"class":116,"line":130},3,[114,132,133],{},"一句话描述项目是什么、用什么技术栈。\n",[114,135,137],{"class":116,"line":136},4,[114,138,127],{"emptyLinePlaceholder":126},[114,140,142],{"class":116,"line":141},5,[114,143,144],{},"## 技术栈\n",[114,146,148],{"class":116,"line":147},6,[114,149,150],{},"- 前端：Nuxt 3 + Tailwind\n",[114,152,154],{"class":116,"line":153},7,[114,155,156],{},"- 后端：Nitro server routes\n",[114,158,160],{"class":116,"line":159},8,[114,161,162],{},"- 数据库：PostgreSQL（Prisma）\n",[114,164,166],{"class":116,"line":165},9,[114,167,127],{"emptyLinePlaceholder":126},[114,169,171],{"class":116,"line":170},10,[114,172,173],{},"## 目录结构\n",[114,175,177],{"class":116,"line":176},11,[114,178,179],{},"- pages\u002F        页面\n",[114,181,183],{"class":116,"line":182},12,[114,184,185],{},"- components\u002F   Vue 组件\n",[114,187,189],{"class":116,"line":188},13,[114,190,191],{},"- server\u002F       API 路由\n",[114,193,195],{"class":116,"line":194},14,[114,196,197],{},"- prisma\u002F       schema 与迁移\n",[114,199,201],{"class":116,"line":200},15,[114,202,127],{"emptyLinePlaceholder":126},[114,204,206],{"class":116,"line":205},16,[114,207,208],{},"## 开发命令\n",[114,210,212],{"class":116,"line":211},17,[114,213,214],{},"- pnpm dev      开发服务器\n",[114,216,218],{"class":116,"line":217},18,[114,219,220],{},"- pnpm test     测试\n",[114,222,224],{"class":116,"line":223},19,[114,225,226],{},"- pnpm lint     lint\n",[114,228,230],{"class":116,"line":229},20,[114,231,127],{"emptyLinePlaceholder":126},[114,233,235],{"class":116,"line":234},21,[114,236,237],{},"## 编码约定\n",[114,239,241],{"class":116,"line":240},22,[114,242,243],{},"- TypeScript strict\n",[114,245,247],{"class":116,"line":246},23,[114,248,249],{},"- 组件用 \u003Cscript setup>\n",[114,251,253],{"class":116,"line":252},24,[114,254,255],{},"- 提交前必须 lint + test 通过\n",[114,257,259],{"class":116,"line":258},25,[114,260,127],{"emptyLinePlaceholder":126},[114,262,264],{"class":116,"line":263},26,[114,265,266],{},"## 禁忌\n",[114,268,269],{"class":116,"line":8},[114,270,271],{},"- 不要改 migrations\u002F 历史文件\n",[114,273,275],{"class":116,"line":274},28,[114,276,277],{},"- 不要在前端暴露密钥\n",[114,279,281],{"class":116,"line":280},29,[114,282,283],{},"- 不要引入未声明的依赖\n",[20,285,286,287,290],{},"关键点：",[24,288,289],{},"用 Markdown 标题分层 + 列表化","，不要写大段散文。工具和人类都能读。",[16,292,294],{"id":293},"桥接方案让四个工具都读它","桥接方案：让四个工具都读它",[296,297,298,314],"table",{},[299,300,301],"thead",{},[302,303,304,308,311],"tr",{},[305,306,307],"th",{},"工具",[305,309,310],{},"怎么读 AGENTS.md",[305,312,313],{},"额外动作",[315,316,317,337,353,369],"tbody",{},[302,318,319,325,331],{},[320,321,322],"td",{},[24,323,324],{},"Claude Code",[320,326,327,328,330],{},"自动读根目录 ",[39,329,32],{},"；把 AGENTS.md 内容同步进 CLAUDE.md 或软链",[320,332,333,336],{},[39,334,335],{},"ln CLAUDE.md AGENTS.md"," 或内容一致",[302,338,339,344,350],{},[320,340,341],{},[24,342,343],{},"Cursor",[320,345,346,349],{},[39,347,348],{},".cursor\u002Frules\u002Fbase.mdc"," 写「遵循根目录 AGENTS.md」",[320,351,352],{},"或把 AGENTS.md 内容复制进 base.mdc",[302,354,355,360,366],{},[320,356,357],{},[24,358,359],{},"Cline",[320,361,362,363,365],{},"原生支持 ",[39,364,41],{}," \u002F 项目 memory",[320,367,368],{},"直接放根目录即可",[302,370,371,376,383],{},[320,372,373],{},[24,374,375],{},"Codex CLI",[320,377,378,379,72,381],{},"原生读 ",[39,380,41],{},[39,382,75],{},[320,384,368],{},[20,386,387,390,391,393],{},[24,388,389],{},"最省事的实践","：维护一份 ",[39,392,41],{}," 作为单一事实源，然后：",[50,395,396,403],{},[53,397,398,399,402],{},"Claude Code：",[39,400,401],{},"cp AGENTS.md CLAUDE.md","（或用 symlink）",[53,404,405,406,409,410,413],{},"Cursor：在 ",[39,407,408],{},"base.mdc"," 里 ",[39,411,412],{},"@import"," \u002F 引用 AGENTS.md 内容",[20,415,416],{},"这样改约定只改 AGENTS.md，其他文件重新同步即可。",[16,418,420],{"id":419},"_3-套现成模板","3 套现成模板",[422,423,425],"h3",{"id":424},"模板-1全栈-web-项目","模板 1：全栈 Web 项目",[105,427,429],{"className":107,"code":428,"language":109,"meta":110,"style":110},"# Acme Web\n\nNuxt 3 全栈博客，前端 Vue + Tailwind，后端 Nitro。\n\n## 技术栈\n- Nuxt 3 \u002F Vue 3 \u002F TypeScript strict\n- PostgreSQL + Prisma\n- pnpm 包管理\n\n## 命令\n- pnpm dev \u002F pnpm test \u002F pnpm lint \u002F pnpm build\n\n## 约定\n- 组件 \u003Cscript setup>，禁止 Options API\n- API 走 server\u002F，前端不碰 secret\n- 提交前 lint + test 必须通过\n\n## 禁忌\n- 不禁用 SSR\n- 不改 prisma\u002Fmigrations 历史\n",[39,430,431,436,440,445,449,453,458,463,468,472,477,482,486,491,496,501,506,510,514,519],{"__ignoreMap":110},[114,432,433],{"class":116,"line":117},[114,434,435],{},"# Acme Web\n",[114,437,438],{"class":116,"line":123},[114,439,127],{"emptyLinePlaceholder":126},[114,441,442],{"class":116,"line":130},[114,443,444],{},"Nuxt 3 全栈博客，前端 Vue + Tailwind，后端 Nitro。\n",[114,446,447],{"class":116,"line":136},[114,448,127],{"emptyLinePlaceholder":126},[114,450,451],{"class":116,"line":141},[114,452,144],{},[114,454,455],{"class":116,"line":147},[114,456,457],{},"- Nuxt 3 \u002F Vue 3 \u002F TypeScript strict\n",[114,459,460],{"class":116,"line":153},[114,461,462],{},"- PostgreSQL + Prisma\n",[114,464,465],{"class":116,"line":159},[114,466,467],{},"- pnpm 包管理\n",[114,469,470],{"class":116,"line":165},[114,471,127],{"emptyLinePlaceholder":126},[114,473,474],{"class":116,"line":170},[114,475,476],{},"## 命令\n",[114,478,479],{"class":116,"line":176},[114,480,481],{},"- pnpm dev \u002F pnpm test \u002F pnpm lint \u002F pnpm build\n",[114,483,484],{"class":116,"line":182},[114,485,127],{"emptyLinePlaceholder":126},[114,487,488],{"class":116,"line":188},[114,489,490],{},"## 约定\n",[114,492,493],{"class":116,"line":194},[114,494,495],{},"- 组件 \u003Cscript setup>，禁止 Options API\n",[114,497,498],{"class":116,"line":200},[114,499,500],{},"- API 走 server\u002F，前端不碰 secret\n",[114,502,503],{"class":116,"line":205},[114,504,505],{},"- 提交前 lint + test 必须通过\n",[114,507,508],{"class":116,"line":211},[114,509,127],{"emptyLinePlaceholder":126},[114,511,512],{"class":116,"line":217},[114,513,266],{},[114,515,516],{"class":116,"line":223},[114,517,518],{},"- 不禁用 SSR\n",[114,520,521],{"class":116,"line":229},[114,522,523],{},"- 不改 prisma\u002Fmigrations 历史\n",[422,525,527],{"id":526},"模板-2python-后端-数据","模板 2：Python 后端 \u002F 数据",[105,529,531],{"className":107,"code":530,"language":109,"meta":110,"style":110},"# Data Pipeline\n\nFastAPI 数据处理服务，Python 3.12 + uv。\n\n## 技术栈\n- FastAPI \u002F Pydantic v2\n- PostgreSQL（asyncpg）\n- ruff + black\n\n## 命令\n- uv run dev \u002F uv run test \u002F uv run lint\n\n## 约定\n- 全类型标注 + docstring\n- 用 logging 不用 print\n- async\u002Fawait，不阻塞事件循环\n\n## 禁忌\n- 不裸 except\n- 不硬编码配置（走 env）\n",[39,532,533,538,542,547,551,555,560,565,570,574,578,583,587,591,596,601,606,610,614,619],{"__ignoreMap":110},[114,534,535],{"class":116,"line":117},[114,536,537],{},"# Data Pipeline\n",[114,539,540],{"class":116,"line":123},[114,541,127],{"emptyLinePlaceholder":126},[114,543,544],{"class":116,"line":130},[114,545,546],{},"FastAPI 数据处理服务，Python 3.12 + uv。\n",[114,548,549],{"class":116,"line":136},[114,550,127],{"emptyLinePlaceholder":126},[114,552,553],{"class":116,"line":141},[114,554,144],{},[114,556,557],{"class":116,"line":147},[114,558,559],{},"- FastAPI \u002F Pydantic v2\n",[114,561,562],{"class":116,"line":153},[114,563,564],{},"- PostgreSQL（asyncpg）\n",[114,566,567],{"class":116,"line":159},[114,568,569],{},"- ruff + black\n",[114,571,572],{"class":116,"line":165},[114,573,127],{"emptyLinePlaceholder":126},[114,575,576],{"class":116,"line":170},[114,577,476],{},[114,579,580],{"class":116,"line":176},[114,581,582],{},"- uv run dev \u002F uv run test \u002F uv run lint\n",[114,584,585],{"class":116,"line":182},[114,586,127],{"emptyLinePlaceholder":126},[114,588,589],{"class":116,"line":188},[114,590,490],{},[114,592,593],{"class":116,"line":194},[114,594,595],{},"- 全类型标注 + docstring\n",[114,597,598],{"class":116,"line":200},[114,599,600],{},"- 用 logging 不用 print\n",[114,602,603],{"class":116,"line":205},[114,604,605],{},"- async\u002Fawait，不阻塞事件循环\n",[114,607,608],{"class":116,"line":211},[114,609,127],{"emptyLinePlaceholder":126},[114,611,612],{"class":116,"line":217},[114,613,266],{},[114,615,616],{"class":116,"line":223},[114,617,618],{},"- 不裸 except\n",[114,620,621],{"class":116,"line":229},[114,622,623],{},"- 不硬编码配置（走 env）\n",[422,625,627],{"id":626},"模板-3多工具协作的-monorepo","模板 3：多工具协作的 monorepo",[105,629,631],{"className":107,"code":630,"language":109,"meta":110,"style":110},"# Monorepo\n\npnpm workspace，含 core \u002F cli \u002F web 三个 package。\n\n## 结构\n- packages\u002Fcore      共享逻辑（TS）\n- packages\u002Fcli      命令行（Node）\n- apps\u002Fweb          Next.js 前端\n\n## 命令\n- pnpm -r test      全量测试\n- pnpm --filter web dev\n\n## 约定\n- 跨 package 改动需同时更新依赖方类型\n- 统一用 changesets 管理版本\n\n## 禁忌\n- 不要跨 package 循环依赖\n- 不要提交未通过 ci 的代码\n",[39,632,633,638,642,647,651,656,661,666,671,675,679,684,689,693,697,702,707,711,715,720],{"__ignoreMap":110},[114,634,635],{"class":116,"line":117},[114,636,637],{},"# Monorepo\n",[114,639,640],{"class":116,"line":123},[114,641,127],{"emptyLinePlaceholder":126},[114,643,644],{"class":116,"line":130},[114,645,646],{},"pnpm workspace，含 core \u002F cli \u002F web 三个 package。\n",[114,648,649],{"class":116,"line":136},[114,650,127],{"emptyLinePlaceholder":126},[114,652,653],{"class":116,"line":141},[114,654,655],{},"## 结构\n",[114,657,658],{"class":116,"line":147},[114,659,660],{},"- packages\u002Fcore      共享逻辑（TS）\n",[114,662,663],{"class":116,"line":153},[114,664,665],{},"- packages\u002Fcli      命令行（Node）\n",[114,667,668],{"class":116,"line":159},[114,669,670],{},"- apps\u002Fweb          Next.js 前端\n",[114,672,673],{"class":116,"line":165},[114,674,127],{"emptyLinePlaceholder":126},[114,676,677],{"class":116,"line":170},[114,678,476],{},[114,680,681],{"class":116,"line":176},[114,682,683],{},"- pnpm -r test      全量测试\n",[114,685,686],{"class":116,"line":182},[114,687,688],{},"- pnpm --filter web dev\n",[114,690,691],{"class":116,"line":188},[114,692,127],{"emptyLinePlaceholder":126},[114,694,695],{"class":116,"line":194},[114,696,490],{},[114,698,699],{"class":116,"line":200},[114,700,701],{},"- 跨 package 改动需同时更新依赖方类型\n",[114,703,704],{"class":116,"line":205},[114,705,706],{},"- 统一用 changesets 管理版本\n",[114,708,709],{"class":116,"line":211},[114,710,127],{"emptyLinePlaceholder":126},[114,712,713],{"class":116,"line":217},[114,714,266],{},[114,716,717],{"class":116,"line":223},[114,718,719],{},"- 不要跨 package 循环依赖\n",[114,721,722],{"class":116,"line":229},[114,723,724],{},"- 不要提交未通过 ci 的代码\n",[16,726,727],{"id":727},"常见疑问",[20,729,730,733],{},[24,731,732],{},"Q：AGENTS.md 和 CLAUDE.md 冲突谁优先？","\nA：看工具。Claude Code 读 CLAUDE.md，若 CLAUDE.md 是 AGENTS.md 的副本则一致；建议让 AGENTS.md 为源，CLAUDE.md 同步它。",[20,735,736,739,740,742,743,746],{},[24,737,738],{},"Q：旧的 .cursorrules 要留吗？","\nA：新版 Cursor 用 ",[39,741,58],{},"，旧 ",[39,744,745],{},".cursorrules"," 仍可兼容但建议迁移。",[20,748,749,752],{},[24,750,751],{},"Q：一个项目能同时有 AGENTS.md 和 CLAUDE.md 吗？","\nA：能，只要内容保持同步。最省事是 symlink 或 cp。",[16,754,755],{"id":755},"相关阅读",[50,757,758,774,784],{},[53,759,760,761,764,765,764,768,764,771],{},"工具卡：",[29,762,343],{"href":763},"\u002Fcoding\u002Fide\u002Fcursor.html"," ｜ ",[29,766,324],{"href":767},"\u002Fcoding\u002Fcli\u002Fclaude-code.html",[29,769,359],{"href":770},"\u002Fcoding\u002Fcli\u002Fcline.html",[29,772,375],{"href":773},"\u002Fcoding\u002Fcli\u002Fcodex.html",[53,775,776,777,764,780],{},"方案：",[29,778,779],{"href":31},"CLAUDE.md 最佳实践",[29,781,783],{"href":782},"\u002Fplaybook\u002Fai-coding\u002Fcursor-rules-best-practice.html","Cursor Rules 最佳实践",[53,785,786,787],{},"评测：",[29,788,790],{"href":789},"\u002Freview\u002Fclaude-code-deep-dive.html","Claude Code 深度评测",[90,792,793],{},[20,794,795],{},"来源说明：本文基于各工具官方文档、GitHub 仓库及 AIHO 编辑部多工具协作实践归纳。AGENTS.md 为社区事实标准，具体兼容以各工具最新版本为准。",[797,798,799],"style",{},"html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":110,"searchDepth":130,"depth":130,"links":801},[802,803,804,805,806,811,812],{"id":18,"depth":123,"text":18},{"id":45,"depth":123,"text":45},{"id":100,"depth":123,"text":100},{"id":293,"depth":123,"text":294},{"id":419,"depth":123,"text":420,"children":807},[808,809,810],{"id":424,"depth":130,"text":425},{"id":526,"depth":130,"text":527},{"id":626,"depth":130,"text":627},{"id":727,"depth":123,"text":727},{"id":755,"depth":123,"text":755},null,"AGENTS.md 协议 2026 指南：提出背景与社区现状、标准格式与字段约定、让 Cursor \u002F Claude Code \u002F Cline \u002F Codex 都读它的桥接方案，以及 3 套现成模板。","md","2026-08-02",{"verdict":818,"sources":819},"AGENTS.md 是「一份项目配置，所有 AI 工具都读」的共识尝试。它本质是 CLAUDE.md 的开放超集——目前 Cursor \u002F Claude Code \u002F Cline \u002F Codex CLI 都能识别，写一份放根目录就能统一所有工具的上下文。",[820,823,826],{"title":821,"url":822},"Claude Code 官方 Memory 文档","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fmemory",{"title":824,"url":825},"Cursor 官方 Rules 文档","https:\u002F\u002Fdocs.cursor.com\u002Fcontext\u002Frules",{"title":827,"url":828},"Cline 文档（Memory \u002F AGENTS.md）","https:\u002F\u002Fgithub.com\u002Fcline\u002Fcline","\u002Fplaybook\u002Fai-coding\u002Fagents-md-protocol",[831,832,833,834],"coding\u002Fide\u002Fcursor","coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fcline","coding\u002Fcli\u002Fcodex",{"title":11,"description":814},"AGENTS.md 协议 2026：让 Cursor \u002F Claude Code \u002F Cline \u002F Codex 读同一份项目配置","playbook\u002Fai-coding\u002Fagents-md-protocol",[839,840,841,842,843],"agents-md","协议","配置","工作流","多工具","21gYwF8-mgNZZQAYwnJrvIqgtAxAGUBPfpQ-qzUlkhQ",[846,2192,2778,3518],{"id":847,"title":324,"alternatives":848,"api_compatible":850,"body":852,"category":2102,"chinese_friendly":130,"cover":2103,"description":2104,"domestic":2105,"extension":815,"faq":813,"free":2105,"github":2056,"languages":2106,"lastVerified":816,"meta":2108,"models":2109,"navigation":126,"notSuitable":2113,"opensource":2105,"path":2117,"pillar":2118,"platforms":2119,"priceTable":2123,"pricing":2143,"published":2144,"relatedPlaybooks":2145,"relatedReviews":2152,"score":2160,"self_host":2105,"seo":2161,"seoTitle":2162,"slug":832,"sources":2163,"stem":2176,"suitable":2177,"tagline":2183,"tags":2184,"updated":2189,"verdict":2190,"website":2042,"__hash__":2191},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[834,849,833],"coding\u002Fcli\u002Faider",[851],"anthropic",{"type":13,"value":853,"toc":2085},[854,858,909,914,917,921,931,967,970,974,982,1017,1033,1037,1040,1195,1213,1217,1228,1304,1307,1311,1325,1328,1343,1425,1428,1445,1458,1466,1470,1622,1625,1669,1672,1829,1835,1849,1854,1874,1877,1973,1975,2032,2035,2074,2082],[16,855,857],{"id":856},"tldr","TL;DR",[859,860,865,875,886],"div",{"className":861},[862,863,864],"card","p-5","my-4",[20,866,867,870,871,874],{},[24,868,869],{},"一句话："," Anthropic 官方 CLI Agent，终端原生，长任务执行能力是目前体感最稳的一档。装好后在任何项目根目录跑 ",[39,872,873],{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[20,876,877,878,881,882,885],{},"最大价值是 ",[24,879,880],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[24,883,884],{},"国内三大门槛","：账号要海外手机、支付要海外卡、网络要稳定代理。",[20,887,888,891,892,896,897,900,901,904,905,908],{},[24,889,890],{},"2026-07 最新进展","：核心模型已升级为 ",[29,893,895],{"href":894},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5","（复杂任务用 Opus 4.8），1M 上下文；新增 ",[39,898,899],{},"\u002Ffork","（复制会话到后台并行）、",[39,902,903],{},"\u002Fsubtask","（取代内联子 agent）；会话级上限（WebSearch 200 次、子 agent 200 个）；MCP 调用超 2 分钟自动转后台。",[24,906,907],{},"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。",[90,910,911],{},[20,912,913],{},"来源说明：本文基于 code.claude.com 官方文档、Anthropic 定价页面、第三方独立评测（laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com）综合整理。Anthropic 模型版本迭代快，命令和价格请以最新官方文档为准。",[16,915,916],{"id":916},"核心特性",[422,918,920],{"id":919},"终端原生的-agent-体验","终端原生的 Agent 体验",[20,922,923,924,927,928,930],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[24,925,926],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[39,929,873],{},"，就进入了一个能读你整个 codebase 的对话环境。",[105,932,936],{"className":933,"code":934,"language":935,"meta":110,"style":110},"language-bash shiki shiki-themes github-light github-dark","cd your-project\nclaude                          # 进入交互模式\n> 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n","bash",[39,937,938,948,957],{"__ignoreMap":110},[114,939,940,944],{"class":116,"line":117},[114,941,943],{"class":942},"sj4cs","cd",[114,945,947],{"class":946},"sZZnC"," your-project\n",[114,949,950,953],{"class":116,"line":123},[114,951,873],{"class":952},"sScJk",[114,954,956],{"class":955},"sJ8bj","                          # 进入交互模式\n",[114,958,959,963],{"class":116,"line":130},[114,960,962],{"class":961},"szBVR",">",[114,964,966],{"class":965},"sVt8B"," 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[20,968,969],{},"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。",[422,971,973],{"id":972},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[20,975,976,977,981],{},"Claude Code 2.x 引入了 ",[29,978,980],{"href":979},"\u002Fwiki\u002Fai-agent.html","子代理"," 机制：主对话可以派发独立的子任务到隔离 context 中跑，结果摘要返回主线。典型场景：",[105,983,985],{"className":933,"code":984,"language":935,"meta":110,"style":110},"\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",[39,986,987,994,1001,1009],{"__ignoreMap":110},[114,988,989,991],{"class":116,"line":117},[114,990,903],{"class":952},[114,992,993],{"class":955},"            # 派发独立子任务（2026-07 起取代内联子 agent）\n",[114,995,996,998],{"class":116,"line":123},[114,997,899],{"class":952},[114,999,1000],{"class":955},"               # 复制当前会话到后台并行推进\n",[114,1002,1003,1006],{"class":116,"line":130},[114,1004,1005],{"class":952},"\u002Fagents",[114,1007,1008],{"class":955},"             # 管理子代理\n",[114,1010,1011,1014],{"class":116,"line":136},[114,1012,1013],{"class":952},"\u002Ftasks",[114,1015,1016],{"class":955},"              # 列出后台运行的子代理\n",[20,1018,1019,1020,1026,1027,1029,1030,1032],{},"据 ",[29,1021,1025],{"href":1022,"rel":1023},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[1024],"nofollow","computingforgeeks.com 2026 cheat sheet"," 整理，子代理让\"一边改前端，一边改后端\"这种并行操作不会污染主对话上下文。2026-07 更新后，",[39,1028,903],{}," 取代了旧的内联子 agent 写法，",[39,1031,899],{}," 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。",[422,1034,1036],{"id":1035},"slash-命令生产力关键","Slash 命令（生产力关键）",[20,1038,1039],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[296,1041,1042,1052],{},[299,1043,1044],{},[302,1045,1046,1049],{},[305,1047,1048],{},"命令",[305,1050,1051],{},"用途",[315,1053,1054,1067,1077,1091,1101,1111,1121,1131,1141,1151,1161,1171,1181],{},[302,1055,1056,1061],{},[320,1057,1058],{},[39,1059,1060],{},"\u002Finit",[320,1062,1063,1064,1066],{},"第一次进入仓库时跑，生成 ",[39,1065,32],{},"（项目记忆）",[302,1068,1069,1074],{},[320,1070,1071],{},[39,1072,1073],{},"\u002Fmemory",[320,1075,1076],{},"编辑长期记忆",[302,1078,1079,1084],{},[320,1080,1081],{},[39,1082,1083],{},"\u002Fclear",[320,1085,1086,1087,1090],{},"清空当前对话，重新开始（",[24,1088,1089],{},"最被低估的命令","）",[302,1092,1093,1098],{},[320,1094,1095],{},[39,1096,1097],{},"\u002Fcompact",[320,1099,1100],{},"长对话压缩，挽救快爆炸的 context window",[302,1102,1103,1108],{},[320,1104,1105],{},[39,1106,1107],{},"\u002Fcontext",[320,1109,1110],{},"显示当前 context 用量",[302,1112,1113,1118],{},[320,1114,1115],{},[39,1116,1117],{},"\u002Fplan",[320,1119,1120],{},"切到 plan 模式（只规划不执行）",[302,1122,1123,1128],{},[320,1124,1125],{},[39,1126,1127],{},"\u002Fmodel",[320,1129,1130],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[302,1132,1133,1138],{},[320,1134,1135],{},[39,1136,1137],{},"\u002Fdiff",[320,1139,1140],{},"看本轮所有改动",[302,1142,1143,1148],{},[320,1144,1145],{},[39,1146,1147],{},"\u002Fcode-review",[320,1149,1150],{},"对 diff 跑代码审查",[302,1152,1153,1158],{},[320,1154,1155],{},[39,1156,1157],{},"\u002Frewind",[320,1159,1160],{},"回滚到任意 checkpoint（代码 + 对话）",[302,1162,1163,1168],{},[320,1164,1165],{},[39,1166,1167],{},"\u002Fmcp",[320,1169,1170],{},"管理 MCP 服务器",[302,1172,1173,1178],{},[320,1174,1175],{},[39,1176,1177],{},"\u002Fdoctor",[320,1179,1180],{},"排查环境问题",[302,1182,1183,1192],{},[320,1184,1185,1188,1189],{},[39,1186,1187],{},"\u002Fresume"," ",[39,1190,1191],{},"\u002Fbranch",[320,1193,1194],{},"回到 \u002F fork 历史对话",[20,1196,1197,1202,1203,1205,1206,1208,1209,1212],{},[29,1198,1201],{"href":1199,"rel":1200},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[1024],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[39,1204,1097],{},"（每 20-30 分钟一次防止 context drift）、",[39,1207,1083],{},"（新任务开新会话）、自定义命令（写在 ",[39,1210,1211],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[422,1214,1216],{"id":1215},"mcp-集成一等公民","MCP 集成（一等公民）",[20,1218,1219,1223,1224,1227],{},[29,1220,1222],{"href":1221},"\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 ",[39,1225,1226],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[105,1229,1233],{"className":1230,"code":1231,"language":1232,"meta":110,"style":110},"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",[39,1234,1235,1240,1248,1255,1269,1289,1294,1299],{"__ignoreMap":110},[114,1236,1237],{"class":116,"line":117},[114,1238,1239],{"class":965},"{\n",[114,1241,1242,1245],{"class":116,"line":123},[114,1243,1244],{"class":942},"  \"mcpServers\"",[114,1246,1247],{"class":965},": {\n",[114,1249,1250,1253],{"class":116,"line":130},[114,1251,1252],{"class":942},"    \"postgres\"",[114,1254,1247],{"class":965},[114,1256,1257,1260,1263,1266],{"class":116,"line":136},[114,1258,1259],{"class":942},"      \"command\"",[114,1261,1262],{"class":965},": ",[114,1264,1265],{"class":946},"\"npx\"",[114,1267,1268],{"class":965},",\n",[114,1270,1271,1274,1277,1280,1283,1286],{"class":116,"line":141},[114,1272,1273],{"class":942},"      \"args\"",[114,1275,1276],{"class":965},": [",[114,1278,1279],{"class":946},"\"@modelcontextprotocol\u002Fserver-postgres\"",[114,1281,1282],{"class":965},", ",[114,1284,1285],{"class":946},"\"postgresql:\u002F\u002F...\"",[114,1287,1288],{"class":965},"]\n",[114,1290,1291],{"class":116,"line":147},[114,1292,1293],{"class":965},"    }\n",[114,1295,1296],{"class":116,"line":153},[114,1297,1298],{"class":965},"  }\n",[114,1300,1301],{"class":116,"line":159},[114,1302,1303],{"class":965},"}\n",[20,1305,1306],{},"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。",[422,1308,1310],{"id":1309},"后台-远程模式","后台 \u002F 远程模式",[20,1312,1313,1316,1317,1320,1321,1324],{},[39,1314,1315],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[39,1318,1319],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[39,1322,1323],{},"\u002Fremote-control"," 从手机或另一台机器接管这台机器的 Claude Code 会话。这套体系是面向\"agent 长时间跑\"设计的，区别于 Cursor 的\"实时交互\"。",[16,1326,1327],{"id":1327},"价格与运行成本",[20,1329,1330,1331,1336,1337,1342],{},"根据 ",[29,1332,1335],{"href":1333,"rel":1334},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[1024],"explainx.ai 2026-06 评测"," 和 ",[29,1338,1341],{"href":1339,"rel":1340},"https:\u002F\u002Fclaude.com\u002Fpricing",[1024],"Anthropic 官方定价"," 整理：",[296,1344,1345,1358],{},[299,1346,1347],{},[302,1348,1349,1352,1355],{},[305,1350,1351],{},"路径",[305,1353,1354],{},"价格",[305,1356,1357],{},"适用场景",[315,1359,1360,1373,1386,1399,1412],{},[302,1361,1362,1367,1370],{},[320,1363,1364],{},[24,1365,1366],{},"BYOK（自带 API key）",[320,1368,1369],{},"按 token 计费",[320,1371,1372],{},"全自由，但单月烧到 $500+ 也常见",[302,1374,1375,1380,1383],{},[320,1376,1377],{},[24,1378,1379],{},"Pro",[320,1381,1382],{},"$20\u002F月（年付 ~$17）",[320,1384,1385],{},"个人开发者，每天 1-4 小时",[302,1387,1388,1393,1396],{},[320,1389,1390],{},[24,1391,1392],{},"Max 5x",[320,1394,1395],{},"$100\u002F月",[320,1397,1398],{},"重度用户 + Opus 模型访问",[302,1400,1401,1406,1409],{},[320,1402,1403],{},[24,1404,1405],{},"Max 20x",[320,1407,1408],{},"$200\u002F月",[320,1410,1411],{},"8h+ agentic 工作流 \u002F 团队共享",[302,1413,1414,1419,1422],{},[320,1415,1416],{},[24,1417,1418],{},"Team Premium",[320,1420,1421],{},"$100\u002Fseat 年付 \u002F $125 月付",[320,1423,1424],{},"团队，含管理",[20,1426,1427],{},"API token 价格（2026-07 公开数据）：",[50,1429,1430,1436,1442],{},[53,1431,1432,1435],{},[24,1433,1434],{},"Sonnet 5","：促销 input $2 \u002F output $10（至 2026-08-31），之后标准 $3 \u002F $15 per 1M token",[53,1437,1438,1441],{},[24,1439,1440],{},"Opus 4.8","：input $5 \u002F output $25 per 1M token（已大幅低于早期 Opus 4 的 $15\u002F$75）",[53,1443,1444],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[90,1446,1447],{},[20,1448,1449,1450,1453,1454,1457],{},"SWE-bench Verified 参考：Opus 4.8 官方提交 ",[24,1451,1452],{},"87.6%","、Sonnet 5 ",[24,1455,1456],{},"80.8%","（Claude Code 内实测），是长任务编程能力的第一梯队。注意 Sonnet 5 换了新分词器，同文本 token 数约 +30%，核算成本要按实际 token 量。",[20,1459,1460,1465],{},[29,1461,1464],{"href":1462,"rel":1463},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[1024],"ksred 博客真实使用日志","：作者 8 个月用 ~100 亿 token，API 价折合 $15,000+，订阅实际只花 $800——订阅模式对重度用户极度划算，但前提是能搞定支付。",[16,1467,1469],{"id":1468},"上手-5-分钟","上手 5 分钟",[105,1471,1473],{"className":933,"code":1472,"language":935,"meta":110,"style":110},"# 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",[39,1474,1475,1480,1497,1501,1506,1520,1524,1529,1542,1546,1551,1558,1571,1576,1590,1594,1599,1605,1615],{"__ignoreMap":110},[114,1476,1477],{"class":116,"line":117},[114,1478,1479],{"class":955},"# macOS \u002F Linux \u002F Windows (WSL)\n",[114,1481,1482,1485,1488,1491,1494],{"class":116,"line":123},[114,1483,1484],{"class":952},"curl",[114,1486,1487],{"class":942}," -fsSL",[114,1489,1490],{"class":946}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[114,1492,1493],{"class":961}," |",[114,1495,1496],{"class":952}," bash\n",[114,1498,1499],{"class":116,"line":130},[114,1500,127],{"emptyLinePlaceholder":126},[114,1502,1503],{"class":116,"line":136},[114,1504,1505],{"class":955},"# macOS 用 Homebrew\n",[114,1507,1508,1511,1514,1517],{"class":116,"line":141},[114,1509,1510],{"class":952},"brew",[114,1512,1513],{"class":946}," install",[114,1515,1516],{"class":942}," --cask",[114,1518,1519],{"class":946}," claude-code\n",[114,1521,1522],{"class":116,"line":147},[114,1523,127],{"emptyLinePlaceholder":126},[114,1525,1526],{"class":116,"line":153},[114,1527,1528],{"class":955},"# Windows PowerShell\n",[114,1530,1531,1534,1537,1539],{"class":116,"line":159},[114,1532,1533],{"class":952},"irm",[114,1535,1536],{"class":946}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[114,1538,1493],{"class":961},[114,1540,1541],{"class":952}," iex\n",[114,1543,1544],{"class":116,"line":165},[114,1545,127],{"emptyLinePlaceholder":126},[114,1547,1548],{"class":116,"line":170},[114,1549,1550],{"class":955},"# 验证 + 登录\n",[114,1552,1553,1555],{"class":116,"line":176},[114,1554,873],{"class":952},[114,1556,1557],{"class":942}," --version\n",[114,1559,1560,1562,1565,1568],{"class":116,"line":182},[114,1561,873],{"class":952},[114,1563,1564],{"class":946}," auth",[114,1566,1567],{"class":946}," login",[114,1569,1570],{"class":955},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[114,1572,1573],{"class":116,"line":188},[114,1574,1575],{"class":955},"# 或用 API key\n",[114,1577,1578,1581,1584,1587],{"class":116,"line":194},[114,1579,1580],{"class":961},"export",[114,1582,1583],{"class":965}," ANTHROPIC_API_KEY",[114,1585,1586],{"class":961},"=",[114,1588,1589],{"class":965},"sk-ant-...\n",[114,1591,1592],{"class":116,"line":200},[114,1593,127],{"emptyLinePlaceholder":126},[114,1595,1596],{"class":116,"line":205},[114,1597,1598],{"class":955},"# 进项目，启动\n",[114,1600,1601,1603],{"class":116,"line":211},[114,1602,943],{"class":942},[114,1604,947],{"class":946},[114,1606,1607,1609,1612],{"class":116,"line":217},[114,1608,873],{"class":952},[114,1610,1611],{"class":946}," \u002Finit",[114,1613,1614],{"class":955},"               # 生成 CLAUDE.md\n",[114,1616,1617,1619],{"class":116,"line":223},[114,1618,873],{"class":952},[114,1620,1621],{"class":955},"                     # 进入交互模式\n",[16,1623,1624],{"id":1624},"国内使用注意事项",[1626,1627,1628,1634,1640,1646],"ol",{},[53,1629,1630,1633],{},[24,1631,1632],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[53,1635,1636,1639],{},[24,1637,1638],{},"支付","：Pro \u002F Max 订阅只收海外信用卡（MasterCard \u002F Visa）+ 海外账单地址。第三方平台（如老张 \u002F DMXAPI）可用支付宝走 API 代理，但是 BYOK 模式",[53,1641,1642,1645],{},[24,1643,1644],{},"网络","：终端 OAuth 流程对代理稳定性要求高，掉线会反复弹浏览器",[53,1647,1648,1651,1652,1656,1657,1659,1660,72,1664,1668],{},[24,1649,1650],{},"替代路径","：用 ",[29,1653,1655],{"href":1654},"\u002Fcoding\u002Fcli\u002Faider.html","Aider"," 或 ",[29,1658,359],{"href":770}," 接 ",[29,1661,1663],{"href":1662},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[29,1665,1667],{"href":1666},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[16,1670,1671],{"id":1671},"与同类怎么选",[296,1673,1674,1695],{},[299,1675,1676],{},[302,1677,1678,1681,1683,1687,1691],{},[305,1679,1680],{},"维度",[305,1682,324],{},[305,1684,1685],{},[29,1686,343],{"href":763},[305,1688,1689],{},[29,1690,375],{"href":773},[305,1692,1693],{},[29,1694,1655],{"href":1654},[315,1696,1697,1713,1729,1747,1769,1783,1797,1814],{},[302,1698,1699,1702,1705,1708,1711],{},[320,1700,1701],{},"形态",[320,1703,1704],{},"CLI（IDE 无关）",[320,1706,1707],{},"AI-first IDE",[320,1709,1710],{},"CLI",[320,1712,1710],{},[302,1714,1715,1718,1721,1724,1726],{},[320,1716,1717],{},"长任务能力",[320,1719,1720],{},"★★★★★",[320,1722,1723],{},"★★★★☆",[320,1725,1723],{},[320,1727,1728],{},"★★★☆☆",[302,1730,1731,1734,1741,1743,1745],{},[320,1732,1733],{},"上下文管理",[320,1735,1736,1737,1188,1739],{},"★★★★★ ",[39,1738,1097],{},[39,1740,1083],{},[320,1742,1723],{},[320,1744,1723],{},[320,1746,1728],{},[302,1748,1749,1752,1760,1763,1766],{},[320,1750,1751],{},"子代理 \u002F 并行",[320,1753,1754,1755,1188,1757,1090],{},"✅（",[39,1756,1005],{},[39,1758,1759],{},"\u002Fbatch",[320,1761,1762],{},"部分（Bug bot）",[320,1764,1765],{},"⚠️ 有限",[320,1767,1768],{},"❌",[302,1770,1771,1774,1777,1779,1781],{},[320,1772,1773],{},"MCP 支持",[320,1775,1776],{},"★★★★★ 一等公民",[320,1778,1723],{},[320,1780,1728],{},[320,1782,1768],{},[302,1784,1785,1788,1790,1792,1794],{},[320,1786,1787],{},"Git 集成",[320,1789,1723],{},[320,1791,1728],{},[320,1793,1728],{},[320,1795,1796],{},"★★★★★ 每改即 commit",[302,1798,1799,1802,1805,1808,1811],{},[320,1800,1801],{},"国内门槛",[320,1803,1804],{},"高（账号+支付+网络）",[320,1806,1807],{},"高（账号+支付）",[320,1809,1810],{},"高",[320,1812,1813],{},"低（BYOK 国产模型）",[302,1815,1816,1818,1821,1824,1826],{},[320,1817,1354],{},[320,1819,1820],{},"$20-$200\u002F月",[320,1822,1823],{},"$20\u002F月",[320,1825,1820],{},[320,1827,1828],{},"仅 API 成本",[20,1830,1831,1834],{},[24,1832,1833],{},"选 Claude Code 如果你","：",[50,1836,1837,1840,1843,1846],{},[53,1838,1839],{},"重视长任务自主性 + 上下文管理",[53,1841,1842],{},"JetBrains \u002F Vim 用户，不想换 IDE",[53,1844,1845],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[53,1847,1848],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[20,1850,1851,1834],{},[24,1852,1853],{},"别选 Claude Code 如果你",[50,1855,1856,1862,1867],{},[53,1857,1858,1859,1861],{},"国内、个人、预算紧（去 ",[29,1860,1655],{"href":1654}," + DeepSeek）",[53,1863,1864,1865,1090],{},"想要纯 IDE 内 inline 体验（",[29,1866,343],{"href":763},[53,1868,1869,1870,1090],{},"主要写补全而非 agent 任务（",[29,1871,1873],{"href":1872},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[16,1875,1876],{"id":1876},"避坑清单",[50,1878,1879,1892,1907,1921,1929,1947,1961,1967],{},[53,1880,1881,1887,1888,1891],{},[24,1882,1883,1886],{},[39,1884,1885],{},"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 ",[39,1889,1890],{},"env | grep ANTHROPIC"," 检查",[53,1893,1894,1900,1901,1903,1904,1906],{},[24,1895,1896,1897,1899],{},"长会话不 ",[39,1898,1097],{}," 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 ",[39,1902,1097],{}," 一次或 ",[39,1905,1083],{}," 开新会话",[53,1908,1909,1914,1915,1920],{},[24,1910,1911,1913],{},[39,1912,1127],{}," 切换是个坑","：跨模型切会丢部分 context ",[29,1916,1919],{"href":1917,"rel":1918},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[1024],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[53,1922,1923,1928],{},[24,1924,1925,1927],{},[39,1926,1060],{}," 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",[53,1930,1931,1936,1937,1188,1940,1188,1943,1946],{},[24,1932,1933,1935],{},[39,1934,1211],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[39,1938,1939],{},"\u002Fdeploy",[39,1941,1942],{},"\u002Fmigrate",[39,1944,1945],{},"\u002Freview-pr","，提交进 git",[53,1948,1949,1952,1953,1956,1957,1960],{},[24,1950,1951],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[39,1954,1955],{},"--permission-mode plan"," 或开 ",[39,1958,1959],{},"acceptEdits"," 但配合 git worktree",[53,1962,1963,1966],{},[24,1964,1965],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[53,1968,1969,1972],{},[24,1970,1971],{},"API token 烧钱速度","：BYOK 模式下，复杂 refactor 单次任务可能消耗几百万 token",[16,1974,755],{"id":755},[50,1976,1977,1992,2008,2021],{},[53,1978,1979,1980,72,1982,72,1986,72,1988,72,1990],{},"同类对比：",[29,1981,343],{"href":763},[29,1983,1985],{"href":1984},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[29,1987,375],{"href":773},[29,1989,1655],{"href":1654},[29,1991,359],{"href":770},[53,1993,1994,1995,72,1998,72,2002,72,2004],{},"概念：",[29,1996,1997],{"href":979},"AI Agent",[29,1999,2001],{"href":2000},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[29,2003,1222],{"href":1221},[29,2005,2007],{"href":2006},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[53,2009,2010,2011,72,2013,72,2017],{},"模型：",[29,2012,895],{"href":894},[29,2014,2016],{"href":2015},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[29,2018,2020],{"href":2019},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[53,2022,2023,2024,72,2028],{},"进阶：",[29,2025,2027],{"href":2026},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[29,2029,2031],{"href":2030},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[16,2033,2034],{"id":2034},"来源",[50,2036,2037,2044,2051,2058,2065,2071],{},[53,2038,2039,2040],{},"官网：",[29,2041,2042],{"href":2042,"rel":2043},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[1024],[53,2045,2046,2047],{},"官方文档：",[29,2048,2049],{"href":2049,"rel":2050},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[1024],[53,2052,2053,2054],{},"GitHub：",[29,2055,2056],{"href":2056,"rel":2057},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[1024],[53,2059,2060,2061],{},"CLI Reference：",[29,2062,2063],{"href":2063,"rel":2064},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[1024],[53,2066,2067,2068],{},"官方定价：",[29,2069,1339],{"href":1339,"rel":2070},[1024],[53,2072,2073],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[20,2075,2076,2077,2081],{},"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 ",[29,2078,2080],{"href":2079},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[797,2083,2084],{},"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":110,"searchDepth":130,"depth":130,"links":2086},[2087,2088,2095,2096,2097,2098,2099,2100,2101],{"id":856,"depth":123,"text":857},{"id":916,"depth":123,"text":916,"children":2089},[2090,2091,2092,2093,2094],{"id":919,"depth":130,"text":920},{"id":972,"depth":130,"text":973},{"id":1035,"depth":130,"text":1036},{"id":1215,"depth":130,"text":1216},{"id":1309,"depth":130,"text":1310},{"id":1327,"depth":123,"text":1327},{"id":1468,"depth":123,"text":1469},{"id":1624,"depth":123,"text":1624},{"id":1671,"depth":123,"text":1671},{"id":1876,"depth":123,"text":1876},{"id":755,"depth":123,"text":755},{"id":2034,"depth":123,"text":2034},"cli","\u002Fimg\u002Ftools\u002Fclaude-code.webp","Claude Code 2026 真实评测：Anthropic 官方 CLI 编程 Agent，适合终端、SSH、JetBrains\u002FVim 用户和长任务代码改造。本文整理安装使用、Sub-agents、Slash 命令、MCP、价格套餐、国内使用门槛，以及和 Cursor、Aider、Codex CLI 的区别。",false,[2107],"en",{},[2110,2111,2112],"claude-sonnet-5","claude-opus-4-8","claude-haiku-4",[2114,2115,2116],"国内裸跑（账号 \u002F 支付 \u002F 网络三关）","预算 ¥100\u002F月以内的个人开发者","只想做基础代码补全（用 GitHub Copilot 更经济）","\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code","coding",[2120,2121,2122],"macos","linux","windows",[2124,2130,2135,2139],{"plan":2125,"price":2126,"limit":2127,"cn_pay":2128,"note":2129},"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":2131,"price":1823,"limit":2132,"cn_pay":2133,"note":2134},"Claude Pro","约 1-4 小时\u002F天活跃编码","⚠️ 需海外卡","网页 + Code 共享额度",{"plan":2136,"price":1395,"limit":2137,"cn_pay":2133,"note":2138},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":2140,"price":1408,"limit":2141,"cn_pay":2133,"note":2142},"Claude Max 20x","Pro 的 20 倍 + 优先队列","8h+\u002F天 agentic 工作流","API 按 token 计费 \u002F Pro $20 \u002F Max $100-$200 \u002F Team Premium $100-$125 seat","2026-06-18",[2146,2147,2148,2149,2150,2151],"ai-coding\u002Fclaude-md-best-practice","ai-coding\u002Fagents-md-protocol","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Flong-task-with-claude-code","ai-coding\u002Fchina-developer-stack","ai-agent\u002Fmcp-from-zero",[2153,2154,2155,2156,2157,2158,2159],"ai-coding-tool-decision-tree","aider-deep-review","claude-code-deep-review","claude-code-deep-dive","claude-skills-practice","codex-deep-review","cursor-deep-review",{"power":141,"ux":136,"price":130,"cn_support":123,"stability":136},{"title":324,"description":2104},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用",[2164,2166,2167,2169,2172,2174],{"title":2165,"url":2049},"Claude Code 官方文档",{"title":1341,"url":1339},{"title":2168,"url":2063},"Claude Code CLI Reference",{"title":2170,"url":2171},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":2173,"url":1022},"Claude Code Cheat Sheet 2026",{"title":2175,"url":2056},"Claude Code Changelog（v2.1.x）","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[2178,2179,2180,2181,2182],"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",[2102,2185,2186,851,2187,2188],"agent","terminal","long-task","mcp","2026-07-20","Cursor 的强力补充。终端原生、IDE 无关、长任务跑得比 Cursor 稳。但 API 计费贵且国内更难用。","2WlX9nBK37eWbWvZIj2wJ_wgmeWOaAZS9ri3HTP_1go",{"id":2193,"title":359,"alternatives":2194,"api_compatible":2196,"body":2202,"category":2102,"chinese_friendly":136,"cover":2698,"description":2699,"domestic":2105,"extension":815,"faq":2700,"free":126,"github":828,"languages":2716,"lastVerified":816,"meta":2718,"models":2719,"navigation":126,"notSuitable":2725,"opensource":126,"path":2729,"pillar":2118,"platforms":2730,"priceTable":2731,"pricing":2743,"published":2144,"relatedPlaybooks":2744,"relatedReviews":2747,"score":2749,"self_host":126,"seo":2750,"seoTitle":2751,"slug":833,"sources":2752,"stem":2761,"suitable":2762,"tagline":2768,"tags":2769,"updated":2775,"verdict":2776,"website":2653,"__hash__":2777},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcline.md",[2195,849,832,831],"coding\u002Fcli\u002Froo-code",[2197,851,2198,2199,2200,2201],"openai","openrouter","bedrock","vertex","ollama",{"type":13,"value":2203,"toc":2682},[2204,2206,2221,2224,2227,2255,2258,2260,2309,2314,2325,2329,2334,2338,2373,2376,2380,2391,2395,2398,2400,2408,2411,2542,2544,2605,2609,2616,2618,2645,2647,2674],[16,2205,857],{"id":856},[859,2207,2209,2218],{"className":2208},[862,863,864],[20,2210,2211,2213,2214,2217],{},[24,2212,869],{}," Cline 是 VS Code 里的开源 AI Agent 插件（Apache-2.0，58k+ stars），",[24,2215,2216],{},"BYOK 模式 + Plan-then-Act 工作流 + 每步审批 + 最大 MCP 生态","，定位为「谨慎派」的标杆。",[20,2219,2220],{},"不订阅、不抽成，你直接付 API 钱；成本敏感的人可以接 DeepSeek V4 Pro（输入 $0.435 \u002F 1M token），把月费压到 Cursor 的几分之一。",[16,2222,2223],{"id":2223},"它到底是个什么",[20,2225,2226],{},"Cline（原名 Claude Dev）是 VS Code 扩展商店里的开源 AI Agent。和 Cursor \u002F Trae 这种独立 IDE 不同，它就是个插件，你装上就用：",[50,2228,2229,2234,2240,2249],{},[53,2230,2231,2233],{},[24,2232,1701],{},"：VS Code 右侧栏开一个 Cline 面板，输入任务 → Plan → Act → 每步审批 → 直到完成。",[53,2235,2236,2239],{},[24,2237,2238],{},"模型","：完全 BYOK（Bring Your Own Key）。OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek \u002F Qwen 全支持。",[53,2241,2242,2244,2245,2248],{},[24,2243,1222],{},"：原生支持 MCP 协议，并维护一个",[24,2246,2247],{},"社区 Marketplace","——比 Cursor \u002F Claude Code 的 MCP 生态都大。",[53,2250,2251,2254],{},[24,2252,2253],{},"开源","：Apache-2.0，可 fork \u002F 审计 \u002F 自部署，企业合规友好。",[20,2256,2257],{},"它和 Roo Code 共享同一个祖宗（Claude Dev），2024 分叉之后各走各路。Cline 更社区驱动（MCP Marketplace 是社区维护，Star 数高），Roo Code 更产品驱动（自带 Cloud Agents、Team Policy）。",[16,2259,1354],{"id":1354},[296,2261,2262,2274],{},[299,2263,2264],{},[302,2265,2266,2269,2271],{},[305,2267,2268],{},"档位",[305,2270,1354],{},[305,2272,2273],{},"说明",[315,2275,2276,2287,2298],{},[302,2277,2278,2281,2284],{},[320,2279,2280],{},"插件本体",[320,2282,2283],{},"免费",[320,2285,2286],{},"Apache-2.0 开源",[302,2288,2289,2292,2295],{},[320,2290,2291],{},"BYOK",[320,2293,2294],{},"按 API 计费",[320,2296,2297],{},"0 厂商抽成，付的钱全进 API 厂商口袋",[302,2299,2300,2303,2306],{},[320,2301,2302],{},"Cline Teams",[320,2304,2305],{},"询价",[320,2307,2308],{},"SSO + RBAC + 集中策略 + 审计 + 用量分析",[20,2310,2311],{},[24,2312,2313],{},"真实成本范例（参考）：",[50,2315,2316,2319,2322],{},[53,2317,2318],{},"Claude Sonnet 4.6 BYOK：$3 \u002F $15 per 1M token（input\u002Foutput），重度日用 $30-100\u002F月",[53,2320,2321],{},"DeepSeek V4 Pro BYOK：$0.435 \u002F $0.87 per 1M token，重度日用 $5-15\u002F月",[53,2323,2324],{},"Ollama 本地：$0（电费忽略），但需要 RTX 3090+ 才能跑 Qwen2.5-Coder 32B",[16,2326,2328],{"id":2327},"真实任务实测基于公开素材归纳","真实任务实测（基于公开素材归纳）",[90,2330,2331],{},[20,2332,2333],{},"来源说明：以下场景为 Cline GitHub 文档与 Qodo \u002F Serenities AI 评测的工作流归纳。",[422,2335,2337],{"id":2336},"任务-1让-cline-在陌生代码库里加-feature","任务 1：让 Cline 在陌生代码库里加 feature",[1626,2339,2340,2343,2360,2366],{},[53,2341,2342],{},"输入任务：\"在这个 Express 项目里加一个 \u002Fapi\u002Fusers\u002Fme endpoint\"",[53,2344,2345,2348,2349,2352,2353,2352,2356,2359],{},[24,2346,2347],{},"Plan 阶段","：Cline 先读 ",[39,2350,2351],{},"package.json"," + ",[39,2354,2355],{},"app.js",[39,2357,2358],{},"routes\u002F","，列出需要新建\u002F修改的文件",[53,2361,2362,2365],{},[24,2363,2364],{},"Act 阶段","：每改一个文件、每跑一条命令都弹审批",[53,2367,2368,2369,2372],{},"完成后跑 ",[39,2370,2371],{},"npm test"," 验证",[20,2374,2375],{},"第一次用会觉得\"怎么这么多次点击\"，但在不熟悉的代码库里这就是安全网。",[422,2377,2379],{"id":2378},"任务-2byok-切到-deepseek-压成本","任务 2：BYOK 切到 DeepSeek 压成本",[20,2381,2382,2383,2386,2387,2390],{},"设置里选 OpenAI-compatible，base URL 填 DeepSeek 的 endpoint（",[39,2384,2385],{},"https:\u002F\u002Fapi.deepseek.com","），key 填好，模型选 ",[39,2388,2389],{},"deepseek-coder","。同样任务从月费 $50 降到 $10 量级。质量略低于 Claude Sonnet 4.6，但对常规改动够用。",[422,2392,2394],{"id":2393},"任务-3mcp-marketplace-装数据库-server","任务 3：MCP Marketplace 装数据库 server",[20,2396,2397],{},"Cline 面板 → MCP Marketplace → 装 Postgres MCP server → 配 connection string → 让 AI 直接查表、改 schema、跑 migration。这是 Cursor 也能做但生态没这么丰富的部分。",[16,2399,1469],{"id":1468},[105,2401,2406],{"className":2402,"code":2404,"language":2405,"meta":110},[2403],"language-text","1. VS Code Marketplace 搜 \"Cline\"，作者 saoudrizwan，安装\n2. 左侧栏点 Cline 图标 → Settings\n3. 选 API Provider（Anthropic \u002F OpenAI \u002F OpenRouter \u002F DeepSeek \u002F Ollama …）\n4. 填 API key，选模型\n5. 回到主面板，输入任务 → Plan → 审批 → Act\n6. 装 MCP server：Cline 面板顶部 \"MCP Servers\" → Marketplace\n","text",[39,2407,2404],{"__ignoreMap":110},[16,2409,2410],{"id":2410},"同类对比",[296,2412,2413,2428],{},[299,2414,2415],{},[302,2416,2417,2419,2421,2424,2426],{},[305,2418,1680],{},[305,2420,359],{},[305,2422,2423],{},"Roo Code",[305,2425,343],{},[305,2427,324],{},[315,2429,2430,2445,2459,2473,2489,2508,2525],{},[302,2431,2432,2434,2437,2439,2442],{},[320,2433,1701],{},[320,2435,2436],{},"VS Code 插件",[320,2438,2436],{},[320,2440,2441],{},"独立 IDE",[320,2443,2444],{},"终端",[302,2446,2447,2449,2452,2454,2457],{},[320,2448,2253],{},[320,2450,2451],{},"Apache-2.0",[320,2453,2451],{},[320,2455,2456],{},"闭源",[320,2458,2456],{},[302,2460,2461,2463,2466,2468,2471],{},[320,2462,2291],{},[320,2464,2465],{},"✅",[320,2467,2465],{},[320,2469,2470],{},"部分",[320,2472,1768],{},[302,2474,2475,2478,2481,2484,2487],{},[320,2476,2477],{},"默认审批",[320,2479,2480],{},"每步",[320,2482,2483],{},"可配置",[320,2485,2486],{},"Accept All",[320,2488,2483],{},[302,2490,2491,2494,2500,2503,2506],{},[320,2492,2493],{},"MCP 生态",[320,2495,2496,2499],{},[24,2497,2498],{},"最大","（Marketplace）",[320,2501,2502],{},"中",[320,2504,2505],{},"中（注册表 200+）",[320,2507,2502],{},[302,2509,2510,2513,2516,2519,2522],{},[320,2511,2512],{},"团队功能",[320,2514,2515],{},"Cline Teams（询价）",[320,2517,2518],{},"Cloud Team $99\u002F月",[320,2520,2521],{},"Teams $40\u002F用户\u002F月",[320,2523,2524],{},"Claude Team",[302,2526,2527,2530,2533,2536,2539],{},[320,2528,2529],{},"适合",[320,2531,2532],{},"谨慎派 + BYOK",[320,2534,2535],{},"Mode 切换重度 + Cloud Agent",[320,2537,2538],{},"GUI 全能",[320,2540,2541],{},"终端硬核",[16,2543,1876],{"id":1876},[1626,2545,2546,2552,2566,2576,2582,2588],{},[53,2547,2548,2551],{},[24,2549,2550],{},"每步审批默认开","，新手会觉得烦——可在设置里把信任的工具加白名单（read_file \u002F list_dir 等）减少弹窗。",[53,2553,2554,2557,2558,2561,2562,2565],{},[24,2555,2556],{},"BYOK 别填错 base URL","，DeepSeek \u002F 第三方 OpenAI 兼容端需要写对 ",[39,2559,2560],{},"https:\u002F\u002Fapi.deepseek.com\u002Fv1","，少 ",[39,2563,2564],{},"\u002Fv1"," 会 404。",[53,2567,2568,2571,2572,2575],{},[24,2569,2570],{},"Plan 阶段读太多文件","，第一轮上下文容易吃光配额——大项目里加 ",[39,2573,2574],{},".clineignore"," 排除 node_modules \u002F dist。",[53,2577,2578,2581],{},[24,2579,2580],{},"MCP server 装多了会拖慢启动","，VS Code 启动时会逐个连，配置 30+ 个 server 会明显卡顿，按需启用。",[53,2583,2584,2587],{},[24,2585,2586],{},"OpenRouter \u002F 第三方代理 endpoint 偶尔抽风","，可以同时配 2 个 provider 互为备份。",[53,2589,2590,2593,2594,72,2597,2600,2601,2604],{},[24,2591,2592],{},"跨平台 path 问题","：Windows 下 Cline 跑的 shell 默认是 cmd 而非 git-bash，命令里 ",[39,2595,2596],{},"&&",[39,2598,2599],{},"$HOME"," 等可能失败，配置改 ",[39,2602,2603],{},"terminal.integrated.defaultProfile.windows","。",[16,2606,2608],{"id":2607},"适合-不适合","适合 \u002F 不适合",[20,2610,2611,2612,2615],{},"✅ BYOK 派（用 DeepSeek \u002F Qwen \u002F Ollama 压成本）；对 AI 自主性谨慎的人；需要大 MCP 生态；VS Code 用户；企业合规场景。",[2613,2614],"br",{},"\n❌ 嫌弃配置的人；需要 GUI Composer 体验；想要订阅制固定月费的人。",[16,2617,755],{"id":755},[50,2619,2620,2627,2634],{},[53,2621,2622,2623],{},"配套 playbook：",[29,2624,2626],{"href":2625},"\u002Fplaybook\u002Fcline-vs-roo-code.html","Cline vs Roo Code 怎么选",[53,2628,2629,2630],{},"同分类：",[29,2631,2633],{"href":2632},"\u002Fcoding\u002Fcli\u002F","AI CLI 全分类",[53,2635,2636,2637,2640,2641,2640,2643],{},"替代品：",[29,2638,2423],{"href":2639},"\u002Fcoding\u002Fcli\u002Froo-code.html"," · ",[29,2642,1655],{"href":1654},[29,2644,324],{"href":767},[16,2646,2034],{"id":2034},[50,2648,2649,2655,2660,2667],{},[53,2650,2039,2651],{},[29,2652,2653],{"href":2653,"rel":2654},"https:\u002F\u002Fcline.bot",[1024],[53,2656,2053,2657],{},[29,2658,828],{"href":828,"rel":2659},[1024],[53,2661,2662,2663],{},"Roo Code vs Cline（Serenities AI 2026）：",[29,2664,2665],{"href":2665,"rel":2666},"https:\u002F\u002Fserenitiesai.com\u002Farticles\u002Froo-code-vs-cline-ai-coding-2026",[1024],[53,2668,2669,2670],{},"Roo Code vs Cline（Qodo 2025-12）：",[29,2671,2672],{"href":2672,"rel":2673},"https:\u002F\u002Fwww.qodo.ai\u002Fblog\u002Froo-code-vs-cline",[1024],[90,2675,2676],{},[20,2677,2678,2679,2681],{},"本卡片由 AIHO 编辑部根据以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[29,2680,2080],{"href":2079}," 反馈更新。",{"title":110,"searchDepth":130,"depth":130,"links":2683},[2684,2685,2686,2687,2692,2693,2694,2695,2696,2697],{"id":856,"depth":123,"text":857},{"id":2223,"depth":123,"text":2223},{"id":1354,"depth":123,"text":1354},{"id":2327,"depth":123,"text":2328,"children":2688},[2689,2690,2691],{"id":2336,"depth":130,"text":2337},{"id":2378,"depth":130,"text":2379},{"id":2393,"depth":130,"text":2394},{"id":1468,"depth":123,"text":1469},{"id":2410,"depth":123,"text":2410},{"id":1876,"depth":123,"text":1876},{"id":2607,"depth":123,"text":2608},{"id":755,"depth":123,"text":755},{"id":2034,"depth":123,"text":2034},"\u002Fimg\u002Ftools\u002Fcline.webp","Cline 真实评测：原名 Claude Dev，Apache-2.0 开源 VS Code 扩展，58k+ stars，社区驱动的 MCP Marketplace；BYOK 模式接任意 LLM，Plan-then-Act 工作流 + 每步审批，安全感是最大卖点。",[2701,2704,2707,2710,2713],{"q":2702,"a":2703},"Cline 和 Roo Code 什么关系？","Roo Code 是 Cline 的 fork。两者共享祖宗 Claude Dev，2024 年分叉后各走各路：Cline 更社区驱动（MCP Marketplace 是社区维护），Roo Code 更产品驱动（自带 Cloud Agents、团队 Policy）。两个都 Apache-2.0，可同时装。",{"q":2705,"a":2706},"Cline 必须用 Claude 吗？","不必。BYOK 设计，OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek API 都能配。默认推荐 Claude Sonnet 4.6（autonomous coding 准确率最高），成本敏感场景上 DeepSeek V4 Pro（输入 $0.435 \u002F 输出 $0.87 per 1M token）。",{"q":2708,"a":2709},"Plan-then-Act 是什么？","Cline 接到任务后先 plan（列出要改的文件 + 命令 + 浏览器操作），再 act（每步执行前要你点 approve）。和 Cursor Composer 的 Accept All 不同——Cline 默认更谨慎，更适合不熟悉的代码库。",{"q":2711,"a":2712},"MCP Marketplace 是什么？","Cline 自带的 MCP server 市集，社区维护。装 server 后 AI 就能调那个外部工具（比如 Postgres \u002F Notion \u002F Stripe \u002F 自建 API）。截至 2026 已有数百个 MCP server。",{"q":2714,"a":2715},"国内能用吗？","插件本身没限制。模型 API 走国内厂商（DeepSeek \u002F Qwen \u002F Doubao）直连无需代理，走 Claude \u002F OpenAI 需稳定代理。",[2717,2107],"zh",{},[2720,2721,2722,2723,2724],"claude-sonnet-4.6","claude-opus-4.6","deepseek-v3","qwen-coder","gpt-5",[2726,2727,2728],"嫌弃配置的人（API key、模型、参数都要自己设）","需要 GUI 多文件 Composer 体验的人（Cline 更线性）","想要订阅制（每月固定成本）的人","\u002Ftools\u002Fcoding\u002Fcli\u002Fcline",[2122,2120,2121],[2732,2736,2740],{"plan":2280,"price":2283,"limit":2733,"cn_pay":2734,"note":2735},"Apache-2.0 开源，VS Code Marketplace 安装","—","0 厂商抽成",{"plan":2129,"price":2294,"limit":2737,"cn_pay":2738,"note":2739},"接 OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek 等","看 API 厂商","完全自主成本",{"plan":2302,"price":2741,"limit":2308,"cn_pay":2734,"note":2742},"$30\u002F用户\u002F月起（询价）","企业合规档","插件免费 \u002F BYOK 按 API 计费 \u002F Cline Teams 含 SSO+RBAC",[2745,2147,2746],"ai-coding\u002Fcline-vs-roo-code","ai-coding\u002Fbyok-cost-optimization",[2154,2155,2748],"cline-deep-review",{"power":136,"ux":136,"price":141,"cn_support":136,"stability":136},{"title":359,"description":2699},"Cline 评测 2026：开源 VS Code AI 编程 Agent，MCP 协议支持",[2753,2755,2757,2759],{"title":2754,"url":828},"Cline GitHub",{"title":2756,"url":2653},"Cline 官网",{"title":2758,"url":2665},"Roo Code vs Cline（Serenities AI 2026）",{"title":2760,"url":2672},"Roo Code vs Cline（Qodo 2025-12）","tools\u002Fcoding\u002Fcli\u002Fcline",[2763,2764,2765,2766,2767],"BYOK 派（用 DeepSeek \u002F Qwen \u002F 自部署模型压成本）","对 AI 自主性紧张的人（每步审批模式可见性强）","需要 MCP 生态扩展（GitHub \u002F Database \u002F Slack 等）","VS Code 用户（不想换编辑器）","企业合规场景（开源 + 可审计）","VS Code 里的开源 AI Agent 插件，BYOK + MCP Marketplace",[2185,2770,2771,2772,2773,2774],"vscode-plugin","opensource","byok","mcp-marketplace","plan-act","2026-06-24","BYOK 派的标杆。装在 VS Code 里、连任意 API、每步审批、行为可控、MCP 生态最大；适合谨慎派、企业合规场景，以及想用 DeepSeek \u002F Qwen 压成本的人。","006hJAaegIbgrgCY2HivIJFwMad6hR-CY3vH-hrgqsc",{"id":2779,"title":375,"alternatives":2780,"api_compatible":2781,"body":2782,"category":2102,"chinese_friendly":130,"cover":3442,"description":3443,"domestic":2105,"extension":815,"faq":3444,"free":2105,"github":2830,"languages":3459,"lastVerified":816,"meta":3460,"models":3461,"navigation":126,"notSuitable":3465,"opensource":126,"path":3469,"pillar":2118,"platforms":3470,"priceTable":3471,"pricing":3486,"published":2144,"relatedPlaybooks":3487,"relatedReviews":3490,"score":3491,"self_host":2105,"seo":3492,"seoTitle":3493,"slug":834,"sources":3494,"stem":3506,"suitable":3507,"tagline":3512,"tags":3513,"updated":2189,"verdict":3516,"website":3396,"__hash__":3517},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex.md",[832,849,833],[2197],{"type":13,"value":2783,"toc":3426},[2784,2786,2824,2826,2837,2840,2860,2863,2893,2895,2951,2956,2960,2965,2969,2992,2995,2999,3022,3026,3046,3049,3051,3152,3163,3165,3297,3302,3304,3358,3360,3366,3368,3388,3390,3417,3423],[16,2785,857],{"id":856},[859,2787,2789,2798,2821],{"className":2788},[862,863,864],[20,2790,2791,2793,2794,2797],{},[24,2792,869],{}," Codex CLI 是 OpenAI 官方做的终端 Coding Agent，对标 Claude Code。",[24,2795,2796],{},"Rust 实现 + Windows 原生沙箱 + 子代理 + MCP + Hooks","，ChatGPT Plus\u002FPro\u002FTeam\u002FEdu 已含使用额度。",[20,2799,2800,2803,2804,2807,2808,2812,2813,2816,2817,2820],{},[24,2801,2802],{},"2026-07 最新","：稳定版 ",[24,2805,2806],{},"0.144.1","（7-09）接入 ",[29,2809,2811],{"href":2810},"\u002Fmodels\u002Fgpt-5-6.html","GPT-5.6"," 家族（Sol\u002FTerra\u002FLuna）；新增 ",[24,2814,2815],{},"ACP 支持","，可在 ",[29,2818,2819],{"href":1984},"Devin Desktop"," \u002F Zed 等 ACP 客户端里作为 Agent provider 运行；此前已作为公测 Agent provider 进入 JetBrains（经 GitHub Copilot，7-07）。",[20,2822,2823],{},"形态和 Claude Code 几乎一样，差异主要在模型选择。喜欢 GPT 的人选它，喜欢 Claude 的留 Claude Code。",[16,2825,2223],{"id":2223},[20,2827,2828,2833,2834,2836],{},[29,2829,2832],{"href":2830,"rel":2831},"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex",[1024],"GitHub: openai\u002Fcodex","，",[24,2835,2286],{},"，Rust 写的二进制，428+ 贡献者。在终端里跑一个能读 \u002F 改 \u002F 执行代码的 Agent，类似 Claude Code 但绑定 OpenAI 模型。",[20,2838,2839],{},"2026 的三个主线：",[1626,2841,2842,2848,2854],{},[53,2843,2844,2847],{},[24,2845,2846],{},"速度 & 实时","：gpt-5.3-codex-spark 推理速度 1000+ token\u002Fs；WebSocket 远程控制延迟优化。",[53,2849,2850,2853],{},[24,2851,2852],{},"Agent 自主性","：Subagents GA、Smart Approvals、PostToolUse hooks、worktree 自动化。",[53,2855,2856,2859],{},[24,2857,2858],{},"企业就绪","：自定义 CA 证书、userpromptsubmit hooks、托管配置、插件策略强制。",[20,2861,2862],{},"最有用的 4 个能力：",[50,2864,2865,2871,2877,2883],{},[53,2866,2867,2870],{},[24,2868,2869],{},"沙箱执行","：默认在受限沙箱跑命令（macOS Sandbox \u002F Linux Landlock \u002F Windows AppContainer），不会污染主机。",[53,2872,2873,2876],{},[24,2874,2875],{},"MCP 工具调用","：连 GitHub \u002F 数据库 \u002F Slack \u002F 自建 server，支持并行 tool call。",[53,2878,2879,2882],{},[24,2880,2881],{},"Subagents","：把大任务拆给多个并行 sub-agent，token 用得多但效率高。",[53,2884,2885,2888,2889,2892],{},[24,2886,2887],{},"Image inputs","：终端里 ",[39,2890,2891],{},"codex -i screenshot.png \"解释这个错误\""," 直接读图。",[16,2894,1354],{"id":1354},[296,2896,2897,2907],{},[299,2898,2899],{},[302,2900,2901,2903,2905],{},[305,2902,2268],{},[305,2904,1354],{},[305,2906,2273],{},[315,2908,2909,2919,2929,2940],{},[302,2910,2911,2914,2916],{},[320,2912,2913],{},"ChatGPT Plus",[320,2915,1823],{},[320,2917,2918],{},"含 Codex CLI 用量（2026-03 起 mini 模型额度 +4×）",[302,2920,2921,2924,2926],{},[320,2922,2923],{},"ChatGPT Pro",[320,2925,1408],{},[320,2927,2928],{},"更高额度 + 优先处理 + Spark 研究预览",[302,2930,2931,2934,2937],{},[320,2932,2933],{},"Business \u002F Edu \u002F Team",[320,2935,2936],{},"$25-30\u002F用户\u002F月起",[320,2938,2939],{},"企业管理 + SSO + Codex 含在内",[302,2941,2942,2945,2948],{},[320,2943,2944],{},"纯 API",[320,2946,2947],{},"按 token",[320,2949,2950],{},"gpt-5.5 ≈ $1.25 \u002F $10 per 1M token",[90,2952,2953],{},[20,2954,2955],{},"已经付 ChatGPT Plus 的人，等于白嫖一个 Codex CLI 用量，几乎不必另开 API 账号。",[16,2957,2959],{"id":2958},"真实任务实测基于官方文档归纳","真实任务实测（基于官方文档归纳）",[90,2961,2962],{},[20,2963,2964],{},"来源说明：以下基于 Codex CLI 官方 features 文档与公开评测整合。",[422,2966,2968],{"id":2967},"任务-1在-50k-行-rust-项目里加新-feature","任务 1：在 50k 行 Rust 项目里加新 feature",[105,2970,2972],{"className":933,"code":2971,"language":935,"meta":110,"style":110},"codex -m gpt-5-codex\n> 在 src\u002Fauth 模块下加 OAuth2 callback handler，参考已有的 token refresh 实现\n",[39,2973,2974,2985],{"__ignoreMap":110},[114,2975,2976,2979,2982],{"class":116,"line":117},[114,2977,2978],{"class":952},"codex",[114,2980,2981],{"class":942}," -m",[114,2983,2984],{"class":946}," gpt-5-codex\n",[114,2986,2987,2989],{"class":116,"line":123},[114,2988,962],{"class":961},[114,2990,2991],{"class":965}," 在 src\u002Fauth 模块下加 OAuth2 callback handler，参考已有的 token refresh 实现\n",[20,2993,2994],{},"Agent 会 plan → 读相关文件 → 跑 cargo check → 跑测试 → 提 diff。子代理可以同时跑 lint 和 test 两条线。",[422,2996,2998],{"id":2997},"任务-2ci-失败自动-debug","任务 2：CI 失败自动 debug",[105,3000,3002],{"className":933,"code":3001,"language":935,"meta":110,"style":110},"codex --features enable post_tool_use_hook\n# 然后跑 cargo test，CI 失败时 Hook 自动触发 Agent 分析失败 + 写 fix\n",[39,3003,3004,3017],{"__ignoreMap":110},[114,3005,3006,3008,3011,3014],{"class":116,"line":117},[114,3007,2978],{"class":952},[114,3009,3010],{"class":942}," --features",[114,3012,3013],{"class":946}," enable",[114,3015,3016],{"class":946}," post_tool_use_hook\n",[114,3018,3019],{"class":116,"line":123},[114,3020,3021],{"class":955},"# 然后跑 cargo test，CI 失败时 Hook 自动触发 Agent 分析失败 + 写 fix\n",[422,3023,3025],{"id":3024},"任务-3跨仓库脚手架生成","任务 3：跨仓库脚手架生成",[105,3027,3029],{"className":933,"code":3028,"language":935,"meta":110,"style":110},"codex -m gpt-5-codex\n> 用 mono-repo 模式建 3 个 package：core \u002F cli \u002F web，统一走 pnpm workspace\n",[39,3030,3031,3039],{"__ignoreMap":110},[114,3032,3033,3035,3037],{"class":116,"line":117},[114,3034,2978],{"class":952},[114,3036,2981],{"class":942},[114,3038,2984],{"class":946},[114,3040,3041,3043],{"class":116,"line":123},[114,3042,962],{"class":961},[114,3044,3045],{"class":965}," 用 mono-repo 模式建 3 个 package：core \u002F cli \u002F web，统一走 pnpm workspace\n",[20,3047,3048],{},"子代理并行起 3 个目录的初始化，单次任务跑完 ~3 分钟，token 用约 80k。",[16,3050,1469],{"id":1468},[105,3052,3054],{"className":933,"code":3053,"language":935,"meta":110,"style":110},"# macOS \u002F Linux\ncurl -fsSL https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh | sh\n\n# Windows（原生 PowerShell）\n# 见官方 Windows setup guide，或用 npm i -g @openai\u002Fcodex\n\ncodex                          # 启动 TUI\ncodex -m gpt-5-codex .         # 在当前目录起 Agent\ncodex --remote wss:\u002F\u002F...       # 远程模式（SSH \u002F 容器）\ncodex features list            # 看可用 feature flag\ncodex features enable unified_exec\n",[39,3055,3056,3061,3075,3079,3084,3089,3093,3100,3115,3128,3141],{"__ignoreMap":110},[114,3057,3058],{"class":116,"line":117},[114,3059,3060],{"class":955},"# macOS \u002F Linux\n",[114,3062,3063,3065,3067,3070,3072],{"class":116,"line":123},[114,3064,1484],{"class":952},[114,3066,1487],{"class":942},[114,3068,3069],{"class":946}," https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh",[114,3071,1493],{"class":961},[114,3073,3074],{"class":952}," sh\n",[114,3076,3077],{"class":116,"line":130},[114,3078,127],{"emptyLinePlaceholder":126},[114,3080,3081],{"class":116,"line":136},[114,3082,3083],{"class":955},"# Windows（原生 PowerShell）\n",[114,3085,3086],{"class":116,"line":141},[114,3087,3088],{"class":955},"# 见官方 Windows setup guide，或用 npm i -g @openai\u002Fcodex\n",[114,3090,3091],{"class":116,"line":147},[114,3092,127],{"emptyLinePlaceholder":126},[114,3094,3095,3097],{"class":116,"line":153},[114,3096,2978],{"class":952},[114,3098,3099],{"class":955},"                          # 启动 TUI\n",[114,3101,3102,3104,3106,3109,3112],{"class":116,"line":159},[114,3103,2978],{"class":952},[114,3105,2981],{"class":942},[114,3107,3108],{"class":946}," gpt-5-codex",[114,3110,3111],{"class":946}," .",[114,3113,3114],{"class":955},"         # 在当前目录起 Agent\n",[114,3116,3117,3119,3122,3125],{"class":116,"line":165},[114,3118,2978],{"class":952},[114,3120,3121],{"class":942}," --remote",[114,3123,3124],{"class":946}," wss:\u002F\u002F...",[114,3126,3127],{"class":955},"       # 远程模式（SSH \u002F 容器）\n",[114,3129,3130,3132,3135,3138],{"class":116,"line":170},[114,3131,2978],{"class":952},[114,3133,3134],{"class":946}," features",[114,3136,3137],{"class":946}," list",[114,3139,3140],{"class":955},"            # 看可用 feature flag\n",[114,3142,3143,3145,3147,3149],{"class":116,"line":176},[114,3144,2978],{"class":952},[114,3146,3134],{"class":946},[114,3148,3013],{"class":946},[114,3150,3151],{"class":946}," unified_exec\n",[20,3153,3154,3155,3158,3159,3162],{},"配置文件：",[39,3156,3157],{},"$CODEX_HOME\u002Fconfig.toml","（默认 ",[39,3160,3161],{},"~\u002F.codex\u002Fconfig.toml","）。",[16,3164,2410],{"id":2410},[296,3166,3167,3181],{},[299,3168,3169],{},[302,3170,3171,3173,3175,3177,3179],{},[305,3172,1680],{},[305,3174,375],{},[305,3176,324],{},[305,3178,1655],{},[305,3180,359],{},[315,3182,3183,3197,3213,3229,3246,3258,3272,3284],{},[302,3184,3185,3187,3190,3192,3195],{},[320,3186,1701],{},[320,3188,3189],{},"终端 TUI",[320,3191,3189],{},[320,3193,3194],{},"终端 REPL",[320,3196,2436],{},[302,3198,3199,3202,3205,3208,3211],{},[320,3200,3201],{},"默认模型",[320,3203,3204],{},"gpt-5-codex",[320,3206,3207],{},"Claude Sonnet\u002FOpus",[320,3209,3210],{},"BYOK 任意",[320,3212,3210],{},[302,3214,3215,3218,3221,3224,3227],{},[320,3216,3217],{},"含在订阅",[320,3219,3220],{},"ChatGPT Plus\u002FPro",[320,3222,3223],{},"Claude.ai $20\u002F月",[320,3225,3226],{},"❌（仅 API）",[320,3228,3226],{},[302,3230,3231,3234,3237,3240,3243],{},[320,3232,3233],{},"沙箱",[320,3235,3236],{},"macOS Sandbox \u002F Landlock \u002F AppContainer",[320,3238,3239],{},"类似",[320,3241,3242],{},"无",[320,3244,3245],{},"VS Code 环境",[302,3247,3248,3250,3252,3254,3256],{},[320,3249,1222],{},[320,3251,2465],{},[320,3253,2465],{},[320,3255,2470],{},[320,3257,2465],{},[302,3259,3260,3262,3265,3268,3270],{},[320,3261,2881],{},[320,3263,3264],{},"✅ GA",[320,3266,3267],{},"✅ Task tool",[320,3269,1768],{},[320,3271,1768],{},[302,3273,3274,3276,3278,3280,3282],{},[320,3275,2253],{},[320,3277,2451],{},[320,3279,2456],{},[320,3281,2451],{},[320,3283,2451],{},[302,3285,3286,3289,3291,3293,3295],{},[320,3287,3288],{},"原生 Windows",[320,3290,2465],{},[320,3292,2470],{},[320,3294,2465],{},[320,3296,2465],{},[90,3298,3299],{},[20,3300,3301],{},"一句话区分：Codex CLI = OpenAI 官方版的 Claude Code；Claude Code = Anthropic 官方版的 Codex；Aider = 任意 OpenAI 兼容 API 都能跑；Cline = VS Code 里的 GUI 终端 Agent。",[16,3303,1876],{"id":1876},[1626,3305,3306,3312,3322,3332,3338,3344],{},[53,3307,3308,3311],{},[24,3309,3310],{},"国内访问别频繁切 IP","，OpenAI 风控严，账号被封基本无法找回。",[53,3313,3314,3317,3318,3321],{},[24,3315,3316],{},"沙箱默认会限制网络","，跑 ",[39,3319,3320],{},"npm install"," 等需要联网的命令前先看 approval 弹窗。",[53,3323,3324,3327,3328,3331],{},[24,3325,3326],{},"Subagents 吃 token 多","，预算敏感时关闭 ",[39,3329,3330],{},"[agents]"," 配置或换 mini 模型。",[53,3333,3334,3337],{},[24,3335,3336],{},"WebSocket 远程模式只接受 wss:\u002F\u002F 或 localhost ws:\u002F\u002F","，远程公网必须 TLS。",[53,3339,3340,3343],{},[24,3341,3342],{},"gpt-5-codex 比 gpt-5.5 便宜但能力对齐","，2026-03 之后默认推荐用 codex 系列而非 5.5。",[53,3345,3346,3353,3354,3357],{},[24,3347,3348,3349,3352],{},"不要用过期的 ",[39,3350,3351],{},"--approval-mode"," 旧参数","，新版用 ",[39,3355,3356],{},"codex features"," 子命令管理。",[16,3359,2608],{"id":2607},[20,3361,3362,3363,3365],{},"✅ 终端 \u002F TMUX \u002F Vim 重度用户；已订阅 ChatGPT Plus \u002F Pro 的人；Windows 原生开发者；headless \u002F SSH \u002F 容器场景。",[2613,3364],{},"\n❌ GUI 党；纯内网开发；偏好 Claude 长上下文风格的人。",[16,3367,755],{"id":755},[50,3369,3370,3376,3380],{},[53,3371,2622,3372],{},[29,3373,3375],{"href":3374},"\u002Fplaybook\u002Fcodex-cli-vs-claude-code.html","Codex CLI vs Claude Code 怎么选",[53,3377,2629,3378],{},[29,3379,2633],{"href":2632},[53,3381,2636,3382,2640,3384,2640,3386],{},[29,3383,324],{"href":767},[29,3385,1655],{"href":1654},[29,3387,359],{"href":770},[16,3389,2034],{"id":2034},[50,3391,3392,3398,3405,3410],{},[53,3393,2046,3394],{},[29,3395,3396],{"href":3396,"rel":3397},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli",[1024],[53,3399,3400,3401],{},"Features 页：",[29,3402,3403],{"href":3403,"rel":3404},"https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli\u002Ffeatures",[1024],[53,3406,2053,3407],{},[29,3408,2830],{"href":2830,"rel":3409},[1024],[53,3411,3412,3413],{},"2026 更新综述：",[29,3414,3415],{"href":3415,"rel":3416},"https:\u002F\u002Fcodex.danielvaughan.com\u002F2026\u002F03\u002F27\u002Fcodex-cli-in-2026-whats-new",[1024],[90,3418,3419],{},[20,3420,2678,3421,2681],{},[29,3422,2080],{"href":2079},[797,3424,3425],{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}",{"title":110,"searchDepth":130,"depth":130,"links":3427},[3428,3429,3430,3431,3436,3437,3438,3439,3440,3441],{"id":856,"depth":123,"text":857},{"id":2223,"depth":123,"text":2223},{"id":1354,"depth":123,"text":1354},{"id":2958,"depth":123,"text":2959,"children":3432},[3433,3434,3435],{"id":2967,"depth":130,"text":2968},{"id":2997,"depth":130,"text":2998},{"id":3024,"depth":130,"text":3025},{"id":1468,"depth":123,"text":1469},{"id":2410,"depth":123,"text":2410},{"id":1876,"depth":123,"text":1876},{"id":2607,"depth":123,"text":2608},{"id":755,"depth":123,"text":755},{"id":2034,"depth":123,"text":2034},"\u002Fimg\u002Ftools\u002Fcodex.webp","Codex CLI 真实评测：OpenAI 官方开源（Apache-2.0）终端 Coding Agent，Rust 实现，原生 Windows 沙箱 + 子代理 + MCP + 钩子 + 远程控制；2026-07 接入 GPT-5.6（Sol\u002FTerra\u002FLuna）家族，支持 ACP 可在 Devin Desktop \u002F Zed 运行，Plus\u002FPro\u002FTeam\u002FEdu 计划已含。",[3445,3448,3451,3453,3456],{"q":3446,"a":3447},"Codex CLI 和 Claude Code 有什么区别？","形态几乎一致：都是终端 Agent + 沙箱执行 + MCP + 子代理。差异主要在模型——Codex CLI 走 OpenAI 的 gpt-5-codex 系列，Claude Code 走 Anthropic Sonnet\u002FOpus。OpenAI 在原生 Windows 沙箱（不需要 WSL）和 Rust 实现速度上略胜，Claude 在长任务上下文连续性上略胜。",{"q":3449,"a":3450},"在 Windows 上怎么用？","原生 PowerShell 沙箱模式（推荐），也支持 WSL2。安装命令：curl -fsSL https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Finstall.sh | sh（macOS\u002FLinux），Windows 直接通过 npm 或 PowerShell installer。",{"q":2714,"a":3452},"需要 OpenAI 账号 + 稳定代理。Plus \u002F Pro 订阅可走支付宝。直接 `codex` 即可启动。",{"q":3454,"a":3455},"Codex CLI 支持本地模型吗？","原生只走 OpenAI API。如果要本地模型，建议用 Aider（OpenAI 兼容 endpoint，可指向 Ollama \u002F vLLM）。",{"q":3457,"a":3458},"Subagents \u002F Hooks \u002F MCP 是什么？","Subagents：把大任务拆给多个并行子代理；Hooks（PostToolUse \u002F userpromptsubmit）：在工具调用前后插入企业策略；MCP：连外部工具（GitHub \u002F 数据库 \u002F Slack）。Codex 2026 把这三块都做到了 GA。",[2717,2107],{},[3462,3463,3464,3204],"gpt-5.6-sol","gpt-5.6-terra","gpt-5.6-luna",[3466,3467,3468],"重度 GUI 党（终端排斥者请用 Cursor）","国内纯内网（OpenAI API 需稳定代理）","需要 Claude 上下文风格的人","\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex",[2122,2120,2121],[3472,3476,3479,3482],{"plan":2913,"price":1823,"limit":3473,"cn_pay":3474,"note":3475},"含 Codex CLI 使用额度，默认 gpt-5-codex-mini（2026-03 起额度 +4×）","支付宝","个人入门",{"plan":2923,"price":1408,"limit":3477,"cn_pay":3474,"note":3478},"更高额度 + 优先处理 + GPT-5.3-Codex-Spark 研究预览","Agent 重度用户",{"plan":2933,"price":2936,"limit":3480,"cn_pay":2734,"note":3481},"团队管理 + SSO + Codex 含在内","团队档",{"plan":3483,"price":2947,"limit":3484,"cn_pay":2734,"note":3485},"纯 API 调用","gpt-5.5 ≈ $1.25\u002F$10 per 1M tokens（input\u002Foutput）","BYOK 自由模式","ChatGPT Plus\u002FPro\u002FBusiness\u002FEdu\u002FEnterprise 包含 \u002F 或按 OpenAI API 计费",[3488,2147,2151,3489],"ai-coding\u002Fcodex-cli-vs-claude-code","ai-coding\u002Fterminal-agent-workflow",[2154,2155,2158,2159],{"power":141,"ux":136,"price":136,"cn_support":130,"stability":136},{"title":375,"description":3443},"Codex CLI 评测 2026：OpenAI 终端 AI 编程 Agent，免费使用指南",[3495,3497,3499,3501,3503],{"title":3496,"url":3396},"Codex CLI 官方文档",{"title":3498,"url":3403},"Codex CLI Features 官方",{"title":3500,"url":2830},"Codex CLI GitHub",{"title":3502,"url":3415},"Codex CLI 2026 更新综述",{"title":3504,"url":3505},"Codex CLI 0.144.1 Release","https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex\u002Freleases","tools\u002Fcoding\u002Fcli\u002Fcodex",[3508,3509,3510,3511],"终端 \u002F TMUX \u002F Vim 重度用户","已经订阅 ChatGPT Plus \u002F Pro 的人（白嫖 Codex 用量）","Windows 原生开发者（Codex CLI 有 PowerShell 沙箱，不必走 WSL）","需要远程 SSH \u002F 容器中跑 Agent 的人（headless 友好）","OpenAI 官方终端 Coding Agent，GPT-5.6 家族驱动，支持 ACP",[2102,2185,2186,2197,2724,3514,2188,2771,3515],"subagents","rust","Claude Code 的 OpenAI 版镜像。Plus \u002F Pro 已含、Windows 原生沙箱、Rust 速度快，喜欢 GPT 派的人首选；Claude Sonnet 4.5 在长任务上仍略胜，喜欢 Claude 的留 Claude Code。","unMv1WZ1VZAWDBYQDu3xA2HTzodBXjDc3omPbZlE-0s",{"id":3519,"title":343,"alternatives":3520,"api_compatible":3523,"body":3524,"category":4027,"chinese_friendly":136,"cover":4028,"description":4029,"domestic":2105,"extension":815,"faq":4030,"free":126,"github":110,"languages":4049,"lastVerified":816,"meta":4050,"models":4051,"navigation":126,"notSuitable":4056,"opensource":2105,"path":4061,"pillar":2118,"platforms":4062,"priceTable":4063,"pricing":4086,"published":2144,"relatedPlaybooks":4087,"relatedReviews":4090,"score":4095,"self_host":2105,"seo":4096,"seoTitle":4097,"slug":831,"sources":4098,"stem":4108,"suitable":4109,"tagline":4114,"tags":4115,"updated":2189,"verdict":4121,"website":4122,"__hash__":4123},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fcursor.md",[3521,3522,832,834],"coding\u002Fide\u002Ftrae","coding\u002Fide\u002Fwindsurf",[2197,851],{"type":13,"value":3525,"toc":4010},[3526,3528,3570,3572,3575,3581,3624,3639,3645,3649,3652,3671,3688,3691,3695,3700,3704,3713,3717,3727,3731,3737,3739,3769,3771,3869,3874,3876,3914,3916,3922,3926,3936,3938,3972,3974,4000,4007],[16,3527,857],{"id":856},[859,3529,3531,3536,3553],{"className":3530},[862,863,864],[20,3532,3533,3535],{},[24,3534,869],{}," Cursor 是当前 AI IDE 综合体验的天花板。Composer 的多文件改写、Tab 的连续预测、@-symbol 的上下文召回三件套，加上 2026 年加上的 Cloud Agents 和 Bugbot，使「让 AI 真的写一段能跑的代码」这件事比纯插件方案高一个量级。",[20,3537,3538,3541,3542,3545,3546,3549,3550,2604],{},[24,3539,3540],{},"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 ",[24,3543,3544],{},"Composer 2.5"," 与低价的 ",[24,3547,3548],{},"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 ",[24,3551,3552],{},"3.11",[20,3554,3555,3556,3559,3560,3559,3563,3559,3566,3569],{},"代价是：",[24,3557,3558],{},"$20\u002F月起","、",[24,3561,3562],{},"国内访问不稳",[24,3564,3565],{},"2025-06 之后按 token 计费",[24,3567,3568],{},"频繁切 IP 容易封号","。重度用户月底真的会超额。",[16,3571,2223],{"id":2223},[20,3573,3574],{},"Cursor 是 VS Code 的 fork（不是插件，是独立编辑器），整套 UI \u002F 快捷键 \u002F 插件生态完全继承，但把 AI 当成一等公民重写了所有交互层。如果你今天用 VS Code，切到 Cursor 5 分钟就能上手，所有 keybindings \u002F 主题 \u002F 扩展都直接迁移。",[20,3576,3577,3578,1834],{},"它的护城河不是某一个 feature，而是",[24,3579,3580],{},"三件套乘以工程化",[1626,3582,3583,3596,3602],{},[53,3584,3585,3588,3589,3592,3593,3595],{},[24,3586,3587],{},"Composer","（",[39,3590,3591],{},"Cmd\u002FCtrl + I","）— 多文件 Agent，看完整个仓库后做 plan-then-act 改写；现在的 ",[24,3594,3544],{}," 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。",[53,3597,3598,3601],{},[24,3599,3600],{},"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。",[53,3603,3604,3607,3608,3611,3612,3615,3616,3619,3620,3623],{},[24,3605,3606],{},"@-symbol 上下文"," — ",[39,3609,3610],{},"@codebase"," 自动召回相关文件、",[39,3613,3614],{},"@docs"," 引外部文档、",[39,3617,3618],{},"@web"," 联网搜、",[39,3621,3622],{},"@git"," 看 diff，相当于 RAG + 工具调用都内嵌好了。",[20,3625,3626,3627,3630,3631,3634,3635,3638],{},"2026 年另加两件大件：",[24,3628,3629],{},"Cloud Agents","（云端 VM 跑长任务，3.5 起最多 10 个并行，",[39,3632,3633],{},"\u002Fmultitask"," 可拆最多 8 个子 Agent 各自独立 Git 分支）和 ",[24,3636,3637],{},"Bugbot","（PR 自动审查 + 自动 fix 提交）。",[20,3640,3641,3644],{},[24,3642,3643],{},"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。",[16,3646,3648],{"id":3647},"价格-计费重点","价格 & 计费（重点）",[20,3650,3651],{},"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：",[50,3653,3654,3661,3668],{},[53,3655,3656,3657,3660],{},"每档套餐有",[24,3658,3659],{},"包含的美元额度","，按底层模型 API 价折算。",[53,3662,3663,3664,3667],{},"超出后",[24,3665,3666],{},"按需续费","（on-demand），月底结算。",[53,3669,3670],{},"重模型 \u002F 长上下文 \u002F MAX 模式吃额度最快。",[20,3672,3673,3676,3677,3679,3682,3683,3685,3687],{},[24,3674,3675],{},"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。",[2613,3678],{},[24,3680,3681],{},"Pro+ \u002F Ultra","：$60+ \u002F $200\u002F月，给天天跑 Agent 的开发者。",[2613,3684],{},[24,3686,2521],{},"：除了用量，主要买的是团队 Rules \u002F Skills 共享、团队级 Bugbot、SSO、隐私模式。",[20,3689,3690],{},"国内付款：结账页选 Alipay，可走支付宝。",[16,3692,3694],{"id":3693},"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）",[90,3696,3697],{},[20,3698,3699],{},"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。",[422,3701,3703],{"id":3702},"任务-1重构一个-800-行的-react-组件","任务 1：重构一个 800 行的 React 组件",[20,3705,3706,3709,3710,3712],{},[39,3707,3708],{},"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。",[2613,3711],{},"\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。",[422,3714,3716],{"id":3715},"任务-2跨仓库引用查找","任务 2：跨仓库引用查找",[20,3718,3719,3721,3722,3615,3724,3726],{},[39,3720,3610],{}," 在 50k+ 行项目里召回相关文件、",[39,3723,3614],{},[39,3725,3618],{}," 联网搜。多数同类工具还停留在\"开个文件让 AI 看\"。",[422,3728,3730],{"id":3729},"任务-3mcp-接入","任务 3：MCP 接入",[20,3732,3733,3736],{},[39,3734,3735],{},"~\u002F.cursor\u002Fmcp.json"," 配 GitHub \u002F Linear \u002F Slack 或自建 MCP server，让 Agent 能直接调外部工具。2026-05 社区 MCP 注册表已超 200 个。",[16,3738,1469],{"id":1468},[105,3740,3742],{"className":933,"code":3741,"language":935,"meta":110,"style":110},"# 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",[39,3743,3744,3749,3754,3759,3764],{"__ignoreMap":110},[114,3745,3746],{"class":116,"line":117},[114,3747,3748],{"class":955},"# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n",[114,3750,3751],{"class":116,"line":123},[114,3752,3753],{"class":955},"# 2. 用 GitHub \u002F Google 登录\n",[114,3755,3756],{"class":116,"line":130},[114,3757,3758],{"class":955},"# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n",[114,3760,3761],{"class":116,"line":136},[114,3762,3763],{"class":955},"# 4. 打开任意项目 → Cmd+I 试 Composer\n",[114,3765,3766],{"class":116,"line":141},[114,3767,3768],{"class":955},"# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n",[16,3770,2410],{"id":2410},[296,3772,3773,3788],{},[299,3774,3775],{},[302,3776,3777,3779,3781,3783,3785],{},[305,3778,1680],{},[305,3780,343],{},[305,3782,324],{},[305,3784,1873],{},[305,3786,3787],{},"Trae",[315,3789,3790,3804,3820,3836,3853],{},[302,3791,3792,3794,3797,3800,3802],{},[320,3793,1701],{},[320,3795,3796],{},"VS Code fork",[320,3798,3799],{},"终端 CLI",[320,3801,2436],{},[320,3803,3796],{},[302,3805,3806,3808,3811,3814,3817],{},[320,3807,1354],{},[320,3809,3810],{},"$20\u002F月起 + 用量",[320,3812,3813],{},"包含在 Claude.ai $20\u002F月 \u002F Max",[320,3815,3816],{},"$10\u002F月",[320,3818,3819],{},"免费（国内版）\u002F $10\u002F月（国际 Pro）",[302,3821,3822,3825,3828,3830,3833],{},[320,3823,3824],{},"国内访问",[320,3826,3827],{},"需稳定代理",[320,3829,3827],{},[320,3831,3832],{},"需代理",[320,3834,3835],{},"国内版直连",[302,3837,3838,3841,3844,3847,3850],{},[320,3839,3840],{},"Agent 形态",[320,3842,3843],{},"Composer + Cloud Agents",[320,3845,3846],{},"全终端",[320,3848,3849],{},"Agent Mode",[320,3851,3852],{},"Builder + SOLO",[302,3854,3855,3857,3860,3863,3866],{},[320,3856,2529],{},[320,3858,3859],{},"IDE-first 全栈",[320,3861,3862],{},"终端 \u002F 后端 \u002F DevOps",[320,3864,3865],{},"老 VS Code 党",[320,3867,3868],{},"国内 \u002F 中文场景",[90,3870,3871],{},[20,3872,3873],{},"一句话区分：Cursor 是「GUI 全能型」，Claude Code 是「终端硬核派」，Copilot 是「便宜稳定但天花板低」，Trae 是「国内能用的 Cursor 替代」。",[16,3875,1876],{"id":1876},[1626,3877,3878,3884,3890,3896,3902,3908],{},[53,3879,3880,3883],{},[24,3881,3882],{},"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。",[53,3885,3886,3889],{},[24,3887,3888],{},"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。",[53,3891,3892,3895],{},[24,3893,3894],{},"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。",[53,3897,3898,3901],{},[24,3899,3900],{},"Composer 改大文件前先 commit","，Accept All 偶有 import 错位，git 是后悔药。",[53,3903,3904,3907],{},[24,3905,3906],{},"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。",[53,3909,3910,3913],{},[24,3911,3912],{},"国内信用卡如果被拒","，先开支付宝、再开 Stripe 友好的虚拟卡（Wise \u002F WildCard），别反复试同一张。",[16,3915,2608],{"id":2607},[20,3917,3918,3919,3921],{},"✅ 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。",[2613,3920],{},"\n❌ 国内纯内网开发；JetBrains 重度用户；预算敏感的学生；对 usage-based 计费敏感的人。",[16,3923,3925],{"id":3924},"市场地位2026-中","市场地位（2026 中）",[20,3927,3928,3929,3932,3933,3935],{},"Cursor 6 月初年化营收约 ",[24,3930,3931],{},"$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%（",[29,3934,324],{"href":767}," 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%。",[16,3937,755],{"id":755},[50,3939,3940,3951,3956,3962],{},[53,3941,3942,3943,2640,3947],{},"最新资讯：",[29,3944,3946],{"href":3945},"\u002Fnews\u002F2026\u002Fspacex-acquires-cursor.html","SpaceX 600 亿美元收购 Cursor",[29,3948,3950],{"href":3949},"\u002Fnews\u002F2026\u002Fgrok-4-5-release.html","Grok 4.5 与 Cursor 联合训练",[53,3952,2622,3953],{},[29,3954,783],{"href":3955},"\u002Fplaybook\u002Fcursor-rules-best-practice.html",[53,3957,2629,3958],{},[29,3959,3961],{"href":3960},"\u002Fcoding\u002Fide\u002F","AI IDE 全分类",[53,3963,2636,3964,2640,3967,2640,3970],{},[29,3965,3787],{"href":3966},"\u002Fcoding\u002Fide\u002Ftrae.html",[29,3968,3969],{"href":1984},"Devin Desktop（原 Windsurf）",[29,3971,324],{"href":767},[16,3973,2034],{"id":2034},[50,3975,3976,3983,3990,3997],{},[53,3977,3978,3979],{},"官方定价页：",[29,3980,3981],{"href":3981,"rel":3982},"https:\u002F\u002Fcursor.com\u002Fpricing",[1024],[53,3984,3985,3986],{},"Composer 文档：",[29,3987,3988],{"href":3988,"rel":3989},"https:\u002F\u002Fdocs.cursor.com\u002Fcomposer",[1024],[53,3991,3992,3993],{},"Cursor 3.5 Cloud Agents 公告：",[29,3994,3995],{"href":3995,"rel":3996},"https:\u002F\u002Fcursor.com\u002Fchangelog",[1024],[53,3998,3999],{},"第三方评测：ZBuild 2026 评测、Flexprice Cursor pricing 解析、Codersera 3.5 完整指南",[90,4001,4002],{},[20,4003,4004,4005,2681],{},"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 ",[29,4006,2080],{"href":2079},[797,4008,4009],{},"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":110,"searchDepth":130,"depth":130,"links":4011},[4012,4013,4014,4015,4020,4021,4022,4023,4024,4025,4026],{"id":856,"depth":123,"text":857},{"id":2223,"depth":123,"text":2223},{"id":3647,"depth":123,"text":3648},{"id":3693,"depth":123,"text":3694,"children":4016},[4017,4018,4019],{"id":3702,"depth":130,"text":3703},{"id":3715,"depth":130,"text":3716},{"id":3729,"depth":130,"text":3730},{"id":1468,"depth":123,"text":1469},{"id":2410,"depth":123,"text":2410},{"id":1876,"depth":123,"text":1876},{"id":2607,"depth":123,"text":2608},{"id":3924,"depth":123,"text":3925},{"id":755,"depth":123,"text":755},{"id":2034,"depth":123,"text":2034},"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。",[4031,4034,4037,4040,4043,4046],{"q":4032,"a":4033},"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":4035,"a":4036},"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":4038,"a":4039},"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":4041,"a":4042},"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":4044,"a":4045},"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":4047,"a":4048},"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）。",[2717,2107],{},[2110,4052,4053,4054,4055],"gpt-5.6","grok-4.5","gemini-3-pro","composer-2.5",[4057,4058,4059,4060],"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",[2122,2120,2121],[4064,4069,4073,4077,4081],{"plan":4065,"price":4066,"limit":4067,"cn_pay":1768,"note":4068},"Hobby (Free)","$0","Agent 限量 + Tab 补全限量","仅试用，不可付费",{"plan":1379,"price":1823,"limit":4070,"cn_pay":4071,"note":4072},"扩展 Agent + 前沿模型 + Cloud Agents + Bugbot（按量）","✅ 支付宝","个人主力档",{"plan":3681,"price":4074,"limit":4075,"cn_pay":2465,"note":4076},"$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":4078,"price":4079,"limit":4080,"cn_pay":2465,"note":3481},"Teams","$40\u002F用户\u002F月","团队计费 + SSO + 团队 Rules \u002F Skills \u002F 共享 Bugbot",{"plan":4082,"price":4083,"limit":4084,"cn_pay":2465,"note":4085},"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",[4088,2147,2151,2148,4089],"ai-coding\u002Fcursor-rules-best-practice","ai-coding\u002Fcursor-vs-claude-code-when-to-use",[2153,2159,4091,4092,4093,4094],"cursor-vs-windsurf-vs-trae","qoder-deep-review","trae-deep-review","windsurf-deep-review",{"power":141,"ux":141,"price":130,"cn_support":130,"stability":136},{"title":343,"description":4029},"Cursor 评测 2026：SpaceX 收购后的最强 AI IDE？价格、模型与国内避坑",[4099,4101,4103,4105],{"title":4100,"url":3981},"Cursor 官方定价页",{"title":4102,"url":3988},"Cursor Composer 官方文档",{"title":4104,"url":3995},"Cursor Changelog（3.9–3.11）",{"title":4106,"url":4107},"SpaceX 收购 Anysphere（Reuters\u002FSEC）","https:\u002F\u002Fwww.reuters.com\u002Ftechnology\u002F","tools\u002Fcoding\u002Fide\u002Fcursor",[4110,4111,4112,4113],"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）",[4027,4116,4117,2188,4118,4119,4120],"agent-mode","composer","vscode-fork","bugbot","background-agent","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","BIY5W7kbkRy4Hu86QI4fywOdztz9Xc38KKfl_qKX5t4",1785666673039]