[{"data":1,"prerenderedAt":1912},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-claude-code-vs-goose":8,"compare-a-claude-code":9,"compare-b-goose":1403},{"tools":4,"reviews":5},98,27,{"tools":4,"reviews":5,"playbooks":7,"news":5},22,null,{"id":10,"title":11,"alternatives":12,"api_compatible":16,"body":18,"category":1319,"chinese_friendly":139,"cover":1320,"description":1321,"domestic":1322,"extension":1323,"faq":8,"free":1322,"github":1272,"languages":1324,"lastVerified":8,"meta":1326,"models":1327,"navigation":696,"notSuitable":1331,"opensource":1322,"path":1335,"pillar":1336,"platforms":1337,"priceTable":1341,"pricing":1361,"published":1362,"relatedPlaybooks":8,"relatedReviews":1363,"score":1370,"self_host":1322,"seo":1371,"seoTitle":1372,"slug":1373,"sources":1374,"stem":1387,"suitable":1388,"tagline":1394,"tags":1395,"updated":1400,"verdict":1401,"website":1258,"__hash__":1402},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md","Claude Code",[13,14,15],"coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fcline",[17],"anthropic",{"type":19,"value":20,"toc":1302},"minimark",[21,26,81,87,90,95,105,148,151,155,163,199,215,219,222,384,402,406,417,497,500,504,518,521,536,618,621,640,653,661,665,830,833,880,883,1044,1050,1064,1069,1089,1092,1188,1191,1248,1251,1290,1298],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,33,46,57],"div",{"className":29},[30,31,32],"card","p-5","my-4",[34,35,36,40,41,45],"p",{},[37,38,39],"strong",{},"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 ",[42,43,44],"code",{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[34,47,48,49,52,53,56],{},"最大价值是 ",[37,50,51],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[37,54,55],{},"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。",[34,58,59,62,63,68,69,72,73,76,77,80],{},[37,60,61],{},"2026-07 最新进展","：核心模型已升级为 ",[64,65,67],"a",{"href":66},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5","（复杂任务用 Opus 4.8），1M 上下文；新增 ",[42,70,71],{},"\u002Ffork","（复制会话到后台并行）、",[42,74,75],{},"\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。",[37,78,79],{},"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。",[82,83,84],"blockquote",{},[34,85,86],{},"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。",[22,88,89],{"id":89},"核心特性",[91,92,94],"h3",{"id":93},"终端原生的-agent-体验","终端原生的 Agent 体验",[34,96,97,98,101,102,104],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[37,99,100],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[42,103,44],{},"，就进入了一个能读你整个 codebase 的对话环境。",[106,107,112],"pre",{"className":108,"code":109,"language":110,"meta":111,"style":111},"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","",[42,113,114,127,137],{"__ignoreMap":111},[115,116,119,123],"span",{"class":117,"line":118},"line",1,[115,120,122],{"class":121},"sj4cs","cd",[115,124,126],{"class":125},"sZZnC"," your-project\n",[115,128,130,133],{"class":117,"line":129},2,[115,131,44],{"class":132},"sScJk",[115,134,136],{"class":135},"sJ8bj","                          # 进入交互模式\n",[115,138,140,144],{"class":117,"line":139},3,[115,141,143],{"class":142},"szBVR",">",[115,145,147],{"class":146},"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",[34,149,150],{},"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。",[91,152,154],{"id":153},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[34,156,157,158,162],{},"Claude Code 2.x 引入了 ",[64,159,161],{"href":160},"\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：",[106,164,166],{"className":108,"code":165,"language":110,"meta":111,"style":111},"\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",[42,167,168,175,182,190],{"__ignoreMap":111},[115,169,170,172],{"class":117,"line":118},[115,171,75],{"class":132},[115,173,174],{"class":135},"            # 派发独立子任务（2026-07 起取代内联子 agent）\n",[115,176,177,179],{"class":117,"line":129},[115,178,71],{"class":132},[115,180,181],{"class":135},"               # 复制当前会话到后台并行推进\n",[115,183,184,187],{"class":117,"line":139},[115,185,186],{"class":132},"\u002Fagents",[115,188,189],{"class":135},"             # 管理子代理\n",[115,191,193,196],{"class":117,"line":192},4,[115,194,195],{"class":132},"\u002Ftasks",[115,197,198],{"class":135},"              # 列出后台运行的子代理\n",[34,200,201,202,208,209,211,212,214],{},"据 ",[64,203,207],{"href":204,"rel":205},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[206],"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，",[42,210,75],{}," 取代了旧的内联子 agent 写法，",[42,213,71],{}," 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。",[91,216,218],{"id":217},"slash-命令生产力关键","Slash 命令（生产力关键）",[34,220,221],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[223,224,225,238],"table",{},[226,227,228],"thead",{},[229,230,231,235],"tr",{},[232,233,234],"th",{},"命令",[232,236,237],{},"用途",[239,240,241,256,266,280,290,300,310,320,330,340,350,360,370],"tbody",{},[229,242,243,249],{},[244,245,246],"td",{},[42,247,248],{},"\u002Finit",[244,250,251,252,255],{},"第一次进入仓库时跑，生成 ",[42,253,254],{},"CLAUDE.md","（项目记忆）",[229,257,258,263],{},[244,259,260],{},[42,261,262],{},"\u002Fmemory",[244,264,265],{},"编辑长期记忆",[229,267,268,273],{},[244,269,270],{},[42,271,272],{},"\u002Fclear",[244,274,275,276,279],{},"清空当前对话，重新开始（",[37,277,278],{},"最被低估的命令","）",[229,281,282,287],{},[244,283,284],{},[42,285,286],{},"\u002Fcompact",[244,288,289],{},"长对话压缩，挽救快爆炸的 context window",[229,291,292,297],{},[244,293,294],{},[42,295,296],{},"\u002Fcontext",[244,298,299],{},"显示当前 context 用量",[229,301,302,307],{},[244,303,304],{},[42,305,306],{},"\u002Fplan",[244,308,309],{},"切到 plan 模式（只规划不执行）",[229,311,312,317],{},[244,313,314],{},[42,315,316],{},"\u002Fmodel",[244,318,319],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[229,321,322,327],{},[244,323,324],{},[42,325,326],{},"\u002Fdiff",[244,328,329],{},"看本轮所有改动",[229,331,332,337],{},[244,333,334],{},[42,335,336],{},"\u002Fcode-review",[244,338,339],{},"对 diff 跑代码审查",[229,341,342,347],{},[244,343,344],{},[42,345,346],{},"\u002Frewind",[244,348,349],{},"回滚到任意 checkpoint（代码 + 对话）",[229,351,352,357],{},[244,353,354],{},[42,355,356],{},"\u002Fmcp",[244,358,359],{},"管理 MCP 服务器",[229,361,362,367],{},[244,363,364],{},[42,365,366],{},"\u002Fdoctor",[244,368,369],{},"排查环境问题",[229,371,372,381],{},[244,373,374,377,378],{},[42,375,376],{},"\u002Fresume"," ",[42,379,380],{},"\u002Fbranch",[244,382,383],{},"回到 \u002F fork 历史对话",[34,385,386,391,392,394,395,397,398,401],{},[64,387,390],{"href":388,"rel":389},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[206],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[42,393,286],{},"（每 20-30 分钟一次防止 context drift）、",[42,396,272],{},"（新任务开新会话）、自定义命令（写在 ",[42,399,400],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[91,403,405],{"id":404},"mcp-集成一等公民","MCP 集成（一等公民）",[34,407,408,412,413,416],{},[64,409,411],{"href":410},"\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 ",[42,414,415],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[106,418,422],{"className":419,"code":420,"language":421,"meta":111,"style":111},"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",[42,423,424,429,437,444,458,479,485,491],{"__ignoreMap":111},[115,425,426],{"class":117,"line":118},[115,427,428],{"class":146},"{\n",[115,430,431,434],{"class":117,"line":129},[115,432,433],{"class":121},"  \"mcpServers\"",[115,435,436],{"class":146},": {\n",[115,438,439,442],{"class":117,"line":139},[115,440,441],{"class":121},"    \"postgres\"",[115,443,436],{"class":146},[115,445,446,449,452,455],{"class":117,"line":192},[115,447,448],{"class":121},"      \"command\"",[115,450,451],{"class":146},": ",[115,453,454],{"class":125},"\"npx\"",[115,456,457],{"class":146},",\n",[115,459,461,464,467,470,473,476],{"class":117,"line":460},5,[115,462,463],{"class":121},"      \"args\"",[115,465,466],{"class":146},": [",[115,468,469],{"class":125},"\"@modelcontextprotocol\u002Fserver-postgres\"",[115,471,472],{"class":146},", ",[115,474,475],{"class":125},"\"postgresql:\u002F\u002F...\"",[115,477,478],{"class":146},"]\n",[115,480,482],{"class":117,"line":481},6,[115,483,484],{"class":146},"    }\n",[115,486,488],{"class":117,"line":487},7,[115,489,490],{"class":146},"  }\n",[115,492,494],{"class":117,"line":493},8,[115,495,496],{"class":146},"}\n",[34,498,499],{},"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。",[91,501,503],{"id":502},"后台-远程模式","后台 \u002F 远程模式",[34,505,506,509,510,513,514,517],{},[42,507,508],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[42,511,512],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[42,515,516],{},"\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\"。",[22,519,520],{"id":520},"价格与运行成本",[34,522,523,524,529,530,535],{},"根据 ",[64,525,528],{"href":526,"rel":527},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[206],"explainx.ai 2026-06 评测"," 和 ",[64,531,534],{"href":532,"rel":533},"https:\u002F\u002Fclaude.com\u002Fpricing",[206],"Anthropic 官方定价"," 整理：",[223,537,538,551],{},[226,539,540],{},[229,541,542,545,548],{},[232,543,544],{},"路径",[232,546,547],{},"价格",[232,549,550],{},"适用场景",[239,552,553,566,579,592,605],{},[229,554,555,560,563],{},[244,556,557],{},[37,558,559],{},"BYOK（自带 API key）",[244,561,562],{},"按 token 计费",[244,564,565],{},"全自由，但单月烧到 $500+ 也常见",[229,567,568,573,576],{},[244,569,570],{},[37,571,572],{},"Pro",[244,574,575],{},"$20\u002F月（年付 ~$17）",[244,577,578],{},"个人开发者，每天 1-4 小时",[229,580,581,586,589],{},[244,582,583],{},[37,584,585],{},"Max 5x",[244,587,588],{},"$100\u002F月",[244,590,591],{},"重度用户 + Opus 模型访问",[229,593,594,599,602],{},[244,595,596],{},[37,597,598],{},"Max 20x",[244,600,601],{},"$200\u002F月",[244,603,604],{},"8h+ agentic 工作流 \u002F 团队共享",[229,606,607,612,615],{},[244,608,609],{},[37,610,611],{},"Team Premium",[244,613,614],{},"$100\u002Fseat 年付 \u002F $125 月付",[244,616,617],{},"团队，含管理",[34,619,620],{},"API token 价格（2026-07 公开数据）：",[622,623,624,631,637],"ul",{},[625,626,627,630],"li",{},[37,628,629],{},"Sonnet 5","：促销 input $2 \u002F output $10（至 2026-08-31），之后标准 $3 \u002F $15 per 1M token",[625,632,633,636],{},[37,634,635],{},"Opus 4.8","：input $5 \u002F output $25 per 1M token（已大幅低于早期 Opus 4 的 $15\u002F$75）",[625,638,639],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[82,641,642],{},[34,643,644,645,648,649,652],{},"SWE-bench Verified 参考：Opus 4.8 官方提交 ",[37,646,647],{},"87.6%","、Sonnet 5 ",[37,650,651],{},"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。",[34,654,655,660],{},[64,656,659],{"href":657,"rel":658},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[206],"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。",[22,662,664],{"id":663},"上手-5-分钟","上手 5 分钟",[106,666,668],{"className":108,"code":667,"language":110,"meta":111,"style":111},"# 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",[42,669,670,675,692,698,703,717,721,726,739,744,750,758,772,778,793,798,804,811,822],{"__ignoreMap":111},[115,671,672],{"class":117,"line":118},[115,673,674],{"class":135},"# macOS \u002F Linux \u002F Windows (WSL)\n",[115,676,677,680,683,686,689],{"class":117,"line":129},[115,678,679],{"class":132},"curl",[115,681,682],{"class":121}," -fsSL",[115,684,685],{"class":125}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[115,687,688],{"class":142}," |",[115,690,691],{"class":132}," bash\n",[115,693,694],{"class":117,"line":139},[115,695,697],{"emptyLinePlaceholder":696},true,"\n",[115,699,700],{"class":117,"line":192},[115,701,702],{"class":135},"# macOS 用 Homebrew\n",[115,704,705,708,711,714],{"class":117,"line":460},[115,706,707],{"class":132},"brew",[115,709,710],{"class":125}," install",[115,712,713],{"class":121}," --cask",[115,715,716],{"class":125}," claude-code\n",[115,718,719],{"class":117,"line":481},[115,720,697],{"emptyLinePlaceholder":696},[115,722,723],{"class":117,"line":487},[115,724,725],{"class":135},"# Windows PowerShell\n",[115,727,728,731,734,736],{"class":117,"line":493},[115,729,730],{"class":132},"irm",[115,732,733],{"class":125}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[115,735,688],{"class":142},[115,737,738],{"class":132}," iex\n",[115,740,742],{"class":117,"line":741},9,[115,743,697],{"emptyLinePlaceholder":696},[115,745,747],{"class":117,"line":746},10,[115,748,749],{"class":135},"# 验证 + 登录\n",[115,751,753,755],{"class":117,"line":752},11,[115,754,44],{"class":132},[115,756,757],{"class":121}," --version\n",[115,759,761,763,766,769],{"class":117,"line":760},12,[115,762,44],{"class":132},[115,764,765],{"class":125}," auth",[115,767,768],{"class":125}," login",[115,770,771],{"class":135},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[115,773,775],{"class":117,"line":774},13,[115,776,777],{"class":135},"# 或用 API key\n",[115,779,781,784,787,790],{"class":117,"line":780},14,[115,782,783],{"class":142},"export",[115,785,786],{"class":146}," ANTHROPIC_API_KEY",[115,788,789],{"class":142},"=",[115,791,792],{"class":146},"sk-ant-...\n",[115,794,796],{"class":117,"line":795},15,[115,797,697],{"emptyLinePlaceholder":696},[115,799,801],{"class":117,"line":800},16,[115,802,803],{"class":135},"# 进项目，启动\n",[115,805,807,809],{"class":117,"line":806},17,[115,808,122],{"class":121},[115,810,126],{"class":125},[115,812,814,816,819],{"class":117,"line":813},18,[115,815,44],{"class":132},[115,817,818],{"class":125}," \u002Finit",[115,820,821],{"class":135},"               # 生成 CLAUDE.md\n",[115,823,825,827],{"class":117,"line":824},19,[115,826,44],{"class":132},[115,828,829],{"class":135},"                     # 进入交互模式\n",[22,831,832],{"id":832},"国内使用注意事项",[834,835,836,842,848,854],"ol",{},[625,837,838,841],{},[37,839,840],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[625,843,844,847],{},[37,845,846],{},"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",[625,849,850,853],{},[37,851,852],{},"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",[625,855,856,859,860,864,865,869,870,874,875,879],{},[37,857,858],{},"替代路径","：用 ",[64,861,863],{"href":862},"\u002Fcoding\u002Fcli\u002Faider.html","Aider"," 或 ",[64,866,868],{"href":867},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," 接 ",[64,871,873],{"href":872},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3"," \u002F ",[64,876,878],{"href":877},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[22,881,882],{"id":882},"与同类怎么选",[223,884,885,910],{},[226,886,887],{},[229,888,889,892,894,900,906],{},[232,890,891],{},"维度",[232,893,11],{},[232,895,896],{},[64,897,899],{"href":898},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[232,901,902],{},[64,903,905],{"href":904},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[232,907,908],{},[64,909,863],{"href":862},[239,911,912,928,944,962,984,998,1012,1029],{},[229,913,914,917,920,923,926],{},[244,915,916],{},"形态",[244,918,919],{},"CLI（IDE 无关）",[244,921,922],{},"AI-first IDE",[244,924,925],{},"CLI",[244,927,925],{},[229,929,930,933,936,939,941],{},[244,931,932],{},"长任务能力",[244,934,935],{},"★★★★★",[244,937,938],{},"★★★★☆",[244,940,938],{},[244,942,943],{},"★★★☆☆",[229,945,946,949,956,958,960],{},[244,947,948],{},"上下文管理",[244,950,951,952,377,954],{},"★★★★★ ",[42,953,286],{},[42,955,272],{},[244,957,938],{},[244,959,938],{},[244,961,943],{},[229,963,964,967,975,978,981],{},[244,965,966],{},"子代理 \u002F 并行",[244,968,969,970,377,972,279],{},"✅（",[42,971,186],{},[42,973,974],{},"\u002Fbatch",[244,976,977],{},"部分（Bug bot）",[244,979,980],{},"⚠️ 有限",[244,982,983],{},"❌",[229,985,986,989,992,994,996],{},[244,987,988],{},"MCP 支持",[244,990,991],{},"★★★★★ 一等公民",[244,993,938],{},[244,995,943],{},[244,997,983],{},[229,999,1000,1003,1005,1007,1009],{},[244,1001,1002],{},"Git 集成",[244,1004,938],{},[244,1006,943],{},[244,1008,943],{},[244,1010,1011],{},"★★★★★ 每改即 commit",[229,1013,1014,1017,1020,1023,1026],{},[244,1015,1016],{},"国内门槛",[244,1018,1019],{},"高（账号+支付+网络）",[244,1021,1022],{},"高（账号+支付）",[244,1024,1025],{},"高",[244,1027,1028],{},"低（BYOK 国产模型）",[229,1030,1031,1033,1036,1039,1041],{},[244,1032,547],{},[244,1034,1035],{},"$20-$200\u002F月",[244,1037,1038],{},"$20\u002F月",[244,1040,1035],{},[244,1042,1043],{},"仅 API 成本",[34,1045,1046,1049],{},[37,1047,1048],{},"选 Claude Code 如果你","：",[622,1051,1052,1055,1058,1061],{},[625,1053,1054],{},"重视长任务自主性 + 上下文管理",[625,1056,1057],{},"JetBrains \u002F Vim 用户，不想换 IDE",[625,1059,1060],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[625,1062,1063],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[34,1065,1066,1049],{},[37,1067,1068],{},"别选 Claude Code 如果你",[622,1070,1071,1077,1082],{},[625,1072,1073,1074,1076],{},"国内、个人、预算紧（去 ",[64,1075,863],{"href":862}," + DeepSeek）",[625,1078,1079,1080,279],{},"想要纯 IDE 内 inline 体验（",[64,1081,899],{"href":898},[625,1083,1084,1085,279],{},"主要写补全而非 agent 任务（",[64,1086,1088],{"href":1087},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[22,1090,1091],{"id":1091},"避坑清单",[622,1093,1094,1107,1122,1136,1144,1162,1176,1182],{},[625,1095,1096,1102,1103,1106],{},[37,1097,1098,1101],{},[42,1099,1100],{},"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 ",[42,1104,1105],{},"env | grep ANTHROPIC"," 检查",[625,1108,1109,1115,1116,1118,1119,1121],{},[37,1110,1111,1112,1114],{},"长会话不 ",[42,1113,286],{}," 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 ",[42,1117,286],{}," 一次或 ",[42,1120,272],{}," 开新会话",[625,1123,1124,1129,1130,1135],{},[37,1125,1126,1128],{},[42,1127,316],{}," 切换是个坑","：跨模型切会丢部分 context ",[64,1131,1134],{"href":1132,"rel":1133},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[206],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[625,1137,1138,1143],{},[37,1139,1140,1142],{},[42,1141,248],{}," 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",[625,1145,1146,1151,1152,377,1155,377,1158,1161],{},[37,1147,1148,1150],{},[42,1149,400],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[42,1153,1154],{},"\u002Fdeploy",[42,1156,1157],{},"\u002Fmigrate",[42,1159,1160],{},"\u002Freview-pr","，提交进 git",[625,1163,1164,1167,1168,1171,1172,1175],{},[37,1165,1166],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[42,1169,1170],{},"--permission-mode plan"," 或开 ",[42,1173,1174],{},"acceptEdits"," 但配合 git worktree",[625,1177,1178,1181],{},[37,1179,1180],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[625,1183,1184,1187],{},[37,1185,1186],{},"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",[22,1189,1190],{"id":1190},"相关阅读",[622,1192,1193,1208,1224,1237],{},[625,1194,1195,1196,874,1198,874,1202,874,1204,874,1206],{},"同类对比：",[64,1197,899],{"href":898},[64,1199,1201],{"href":1200},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[64,1203,905],{"href":904},[64,1205,863],{"href":862},[64,1207,868],{"href":867},[625,1209,1210,1211,874,1214,874,1218,874,1220],{},"概念：",[64,1212,1213],{"href":160},"AI Agent",[64,1215,1217],{"href":1216},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[64,1219,411],{"href":410},[64,1221,1223],{"href":1222},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[625,1225,1226,1227,874,1229,874,1233],{},"模型：",[64,1228,67],{"href":66},[64,1230,1232],{"href":1231},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[64,1234,1236],{"href":1235},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[625,1238,1239,1240,874,1244],{},"进阶：",[64,1241,1243],{"href":1242},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[64,1245,1247],{"href":1246},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[22,1249,1250],{"id":1250},"来源",[622,1252,1253,1260,1267,1274,1281,1287],{},[625,1254,1255,1256],{},"官网：",[64,1257,1258],{"href":1258,"rel":1259},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[206],[625,1261,1262,1263],{},"官方文档：",[64,1264,1265],{"href":1265,"rel":1266},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[206],[625,1268,1269,1270],{},"GitHub：",[64,1271,1272],{"href":1272,"rel":1273},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[206],[625,1275,1276,1277],{},"CLI Reference：",[64,1278,1279],{"href":1279,"rel":1280},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[206],[625,1282,1283,1284],{},"官方定价：",[64,1285,532],{"href":532,"rel":1286},[206],[625,1288,1289],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[34,1291,1292,1293,1297],{},"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 ",[64,1294,1296],{"href":1295},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[1299,1300,1301],"style",{},"html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: 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var(--shiki-dark-text-decoration);}",{"title":111,"searchDepth":139,"depth":139,"links":1303},[1304,1305,1312,1313,1314,1315,1316,1317,1318],{"id":24,"depth":129,"text":25},{"id":89,"depth":129,"text":89,"children":1306},[1307,1308,1309,1310,1311],{"id":93,"depth":139,"text":94},{"id":153,"depth":139,"text":154},{"id":217,"depth":139,"text":218},{"id":404,"depth":139,"text":405},{"id":502,"depth":139,"text":503},{"id":520,"depth":129,"text":520},{"id":663,"depth":129,"text":664},{"id":832,"depth":129,"text":832},{"id":882,"depth":129,"text":882},{"id":1091,"depth":129,"text":1091},{"id":1190,"depth":129,"text":1190},{"id":1250,"depth":129,"text":1250},"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,"md",[1325],"en",{},[1328,1329,1330],"claude-sonnet-5","claude-opus-4-8","claude-haiku-4",[1332,1333,1334],"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",[1338,1339,1340],"macos","linux","windows",[1342,1348,1353,1357],{"plan":1343,"price":1344,"limit":1345,"cn_pay":1346,"note":1347},"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":1349,"price":1038,"limit":1350,"cn_pay":1351,"note":1352},"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":1354,"price":588,"limit":1355,"cn_pay":1351,"note":1356},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":1358,"price":601,"limit":1359,"cn_pay":1351,"note":1360},"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",[1364,1365,1366,1367,1368,1369],"ai-coding-tool-decision-tree","aider-deep-review","claude-code-deep-review","claude-skills-practice","codex-deep-review","cursor-deep-review",{"power":460,"ux":192,"price":139,"cn_support":129,"stability":192},{"title":11,"description":1321},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用","coding\u002Fcli\u002Fclaude-code",[1375,1377,1378,1380,1383,1385],{"title":1376,"url":1265},"Claude Code 官方文档",{"title":534,"url":532},{"title":1379,"url":1279},"Claude Code CLI Reference",{"title":1381,"url":1382},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":1384,"url":204},"Claude Code Cheat Sheet 2026",{"title":1386,"url":1272},"Claude Code Changelog（v2.1.x）","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[1389,1390,1391,1392,1393],"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",[1319,1396,1397,17,1398,1399],"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。","YIQtC5U4vEsz2B9Smm0TktyJo6JZ-dCcq31GUqSt1ms",{"id":1404,"title":1405,"alternatives":1406,"api_compatible":8,"body":1407,"category":1319,"chinese_friendly":129,"cover":1889,"description":1890,"domestic":1322,"extension":1323,"faq":8,"free":1322,"github":1873,"languages":1891,"lastVerified":1892,"meta":1893,"models":8,"navigation":696,"notSuitable":8,"opensource":696,"path":1894,"pillar":1336,"platforms":1895,"priceTable":8,"pricing":1896,"published":1897,"relatedPlaybooks":8,"relatedReviews":8,"score":1898,"self_host":1322,"seo":1899,"seoTitle":1900,"slug":1901,"sources":1902,"stem":1905,"suitable":8,"tagline":1906,"tags":1907,"updated":1892,"verdict":1910,"website":1866,"__hash__":1911},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fgoose.md","Goose",[1373,14,15],{"type":19,"value":1408,"toc":1876},[1409,1411,1414,1417,1420,1481,1483,1486,1490,1499,1504,1533,1538,1558,1561,1595,1598,1733,1736,1778,1782,1808,1812,1818,1824,1830,1836,1838,1853,1855,1860],[22,1410,25],{"id":24},[34,1412,1413],{},"Goose 是 Block（原 Square）开源的 AI 编程 Agent（Apache 2.0），Rust 实现的终端工具。定位类似 Claude Code \u002F Aider——在终端里和 LLM 对话，让它读代码、改代码、跑命令、执行测试。核心差异化是 MCP（Model Context Protocol）原生支持，可以接入文件系统、数据库、浏览器、搜索引擎等任意 MCP server 作为工具。支持 OpenAI \u002F Anthropic \u002F Ollama \u002F 本地模型，完全免费。",[34,1415,1416],{},"适合：偏好终端工作流、想用本地或自选模型、需要可扩展工具链（MCP）、重视开源和数据隐私的开发者。不适合：需要稳定生产级体验的团队（稳定性还在打磨）、偏好 GUI 的用户、需要顶级代码质量的场景（Claude Code + Claude 模型更强）。",[22,1418,1419],{"id":1419},"核心能力",[622,1421,1422,1431,1437,1443,1453,1463,1469,1475],{},[625,1423,1424,1049,1427,1430],{},[37,1425,1426],{},"终端 Agent 交互",[42,1428,1429],{},"goose"," 启动 REPL，自然语言描述任务，Agent 自主读文件、改代码、跑命令",[625,1432,1433,1436],{},[37,1434,1435],{},"MCP 原生支持","：核心架构基于 MCP，可接入任意 MCP server 作为工具（文件系统、Git、数据库、浏览器、搜索 API 等）",[625,1438,1439,1442],{},[37,1440,1441],{},"多模型接入","：支持 OpenAI \u002F Anthropic \u002F Google \u002F Ollama \u002F LM Studio \u002F 任何 OpenAI 兼容端点",[625,1444,1445,1448,1449,1452],{},[37,1446,1447],{},"Session 管理","：对话上下文持久化，可 ",[42,1450,1451],{},"goose session resume"," 恢复之前的任务",[625,1454,1455,1458,1459,1462],{},[37,1456,1457],{},"工具权限控制","：可配置允许 \u002F 禁止 Agent 执行的命令（如禁止 ",[42,1460,1461],{},"rm -rf","），安全可控",[625,1464,1465,1468],{},[37,1466,1467],{},"Rust 实现","：单二进制文件，启动快、内存占用低，跨平台编译",[625,1470,1471,1474],{},[37,1472,1473],{},"VS Code 扩展","：除了 CLI，有 VS Code 插件，终端和 IDE 两种交互方式",[625,1476,1477,1480],{},[37,1478,1479],{},"可扩展","：自定义 MCP server 用 Python \u002F TS \u002F Rust 写，接入内部工具和 API",[22,1482,547],{"id":547},[34,1484,1485],{},"完全免费，Apache 2.0 开源。成本在于 LLM API 调用费（如果用 OpenAI \u002F Anthropic）或本地模型硬件成本（用 Ollama 免费）。",[22,1487,1489],{"id":1488},"体验与评测资料整理","体验与评测（资料整理）",[82,1491,1492],{},[34,1493,1494,1495,1498],{},"说明：本节基于官方文档与公开评测整理，非本站独立实测环境，具体数据请以官方为准。\n",[37,1496,1497],{},"典型场景","：中型 TypeScript 项目的代码生成、重构与命令行自动化（可接 Ollama 跑本地模型，隐私敏感项目不碰云 API）。",[34,1500,1501],{},[37,1502,1503],{},"亮点：",[622,1505,1506,1511,1514,1517,1523,1526],{},[625,1507,1508,1510],{},[42,1509,1429],{}," 一行启动，配好 API key 即用，Rust 二进制启动 \u003C 1 秒",[625,1512,1513],{},"MCP 工具链是好东西：接了 filesystem + git server，Agent 能自主浏览代码结构、读 git log 理解历史",[625,1515,1516],{},"让它「给这个函数加错误处理 + 写测试」，读代码 → 改代码 → 跑测试一气呵成",[625,1518,1519,1520,1522],{},"Session 恢复有用：长任务中断后 ",[42,1521,1451],{}," 接着干，上下文不丢",[625,1524,1525],{},"配 Ollama 跑本地 Qwen3-Coder 完全免费，隐私敏感项目不碰云 API",[625,1527,1528,1529,1532],{},"权限控制实用：配了只读 + 禁止 ",[42,1530,1531],{},"git push","，Agent 改完代码自己 review 再手动提交",[34,1534,1535],{},[37,1536,1537],{},"踩坑：",[622,1539,1540,1543,1546,1549,1552,1555],{},[625,1541,1542],{},"稳定性还在打磨——偶发 panic \u002F MCP server 连接断开，Rust 错误信息不太好读",[625,1544,1545],{},"代码质量不如 Claude Code 稳定——复杂重构偶尔改一半卡住或改错文件",[625,1547,1548],{},"MCP server 生态还早期——很多 server 是社区写的，质量参差，踩坑排查耗时",[625,1550,1551],{},"国内访问 OpenAI \u002F Anthropic API 需要代理，配 Ollama 本地模型则无此问题",[625,1553,1554],{},"文档偏少——高级配置（自定义 tool、session 管理细节）要翻源码和 issue",[625,1556,1557],{},"Windows 支持有 bug——部分 MCP server 在 Windows 路径处理有问题，Linux \u002F Mac 更稳",[22,1559,1560],{"id":1560},"上手",[834,1562,1563,1570,1577,1583,1586,1592],{},[625,1564,1565,1566,1569],{},"安装：",[42,1567,1568],{},"curl -fsSL https:\u002F\u002Fgithub.com\u002Fblock\u002Fgoose\u002Freleases\u002Fdownload\u002Fstable\u002Fdownload_goose.sh | bash","（Mac \u002F Linux）",[625,1571,1572,1573,1576],{},"配模型：",[42,1574,1575],{},"goose configure"," 选 provider + 填 API key（或选 Ollama 用本地模型）",[625,1578,1579,1580,1582],{},"启动：在项目目录 ",[42,1581,1429],{}," 进入 REPL",[625,1584,1585],{},"描述任务：「读 src\u002Fauth.ts，给 login 函数加 rate limiting，然后跑 npm test」",[625,1587,1588,1589,1591],{},"配置 MCP 工具：",[42,1590,1575],{}," 添加 MCP server（filesystem \u002F git \u002F 数据库等）",[625,1593,1594],{},"进阶：写自定义 MCP server 接入内部工具",[22,1596,1597],{"id":1597},"对比",[223,1599,1600,1614],{},[226,1601,1602],{},[229,1603,1604,1606,1608,1610,1612],{},[232,1605,891],{},[232,1607,1405],{},[232,1609,11],{},[232,1611,863],{},[232,1613,868],{},[239,1615,1616,1630,1644,1658,1672,1688,1701,1717],{},[229,1617,1618,1620,1623,1625,1627],{},[244,1619,916],{},[244,1621,1622],{},"CLI + VS Code",[244,1624,925],{},[244,1626,925],{},[244,1628,1629],{},"VS Code 插件",[229,1631,1632,1635,1638,1640,1642],{},[244,1633,1634],{},"开源",[244,1636,1637],{},"✅ Apache 2.0",[244,1639,983],{},[244,1641,1637],{},[244,1643,1637],{},[229,1645,1646,1648,1651,1654,1656],{},[244,1647,988],{},[244,1649,1650],{},"✅ 原生",[244,1652,1653],{},"✅",[244,1655,983],{},[244,1657,1653],{},[229,1659,1660,1663,1666,1668,1670],{},[244,1661,1662],{},"本地模型",[244,1664,1665],{},"✅ Ollama",[244,1667,983],{},[244,1669,1653],{},[244,1671,1653],{},[229,1673,1674,1677,1680,1683,1686],{},[244,1675,1676],{},"代码质量",[244,1678,1679],{},"中",[244,1681,1682],{},"顶级",[244,1684,1685],{},"强",[244,1687,1685],{},[229,1689,1690,1693,1695,1697,1699],{},[244,1691,1692],{},"稳定性",[244,1694,1679],{},[244,1696,1025],{},[244,1698,1025],{},[244,1700,1679],{},[229,1702,1703,1706,1709,1712,1714],{},[244,1704,1705],{},"语言",[244,1707,1708],{},"Rust",[244,1710,1711],{},"Python",[244,1713,1711],{},[244,1715,1716],{},"TS",[229,1718,1719,1722,1725,1728,1731],{},[244,1720,1721],{},"成本",[244,1723,1724],{},"免费",[244,1726,1727],{},"$20\u002F月 (Claude)",[244,1729,1730],{},"免费 + API",[244,1732,1730],{},[22,1734,1735],{"id":1735},"避坑",[622,1737,1738,1744,1750,1760,1766,1772],{},[625,1739,1740,1743],{},[37,1741,1742],{},"别用它做关键重构","：稳定性还在早期，复杂任务可能改错文件或卡住，重要改动要 review + git diff 确认",[625,1745,1746,1749],{},[37,1747,1748],{},"MCP server 要审查","：社区 MCP server 质量参差，给 Agent 的工具权限等于给它执行权，用前看源码",[625,1751,1752,1755,1756,1759],{},[37,1753,1754],{},"配权限白名单","：默认 Agent 能跑任意 shell 命令，配 ",[42,1757,1758],{},"allowed_commands"," 限制危险操作（rm、push、deploy）",[625,1761,1762,1765],{},[37,1763,1764],{},"Session 文件会变大","：长对话的 session JSON 几 MB，磁盘注意清理",[625,1767,1768,1771],{},[37,1769,1770],{},"Windows 用 WSL","：原生 Windows 有路径 \u002F 权限 bug，WSL 下体验和 Linux 一致",[625,1773,1774,1777],{},[37,1775,1776],{},"本地模型效果有限","：Qwen3-Coder 7B 能做简单任务，复杂重构还是得上 Claude \u002F GPT-4",[22,1779,1781],{"id":1780},"适合-不适合","适合 \u002F 不适合",[622,1783,1784,1787,1790,1793,1796,1799,1802,1805],{},[625,1785,1786],{},"✅ 偏好终端工作流的开发者",[625,1788,1789],{},"✅ 想用本地模型（Ollama）保护代码隐私",[625,1791,1792],{},"✅ 需要 MCP 可扩展工具链（接数据库 \u002F 内部 API \u002F 浏览器）",[625,1794,1795],{},"✅ 开源信仰 + 想贡献 \u002F 定制 Agent",[625,1797,1798],{},"✅ 简单到中等复杂度的代码任务（加函数、写测试、修 bug）",[625,1800,1801],{},"❌ 需要稳定生产级体验（用 Claude Code \u002F Aider 更成熟）",[625,1803,1804],{},"❌ 偏好 GUI 的用户（用 Cline \u002F Cursor）",[625,1806,1807],{},"❌ 大型复杂重构（代码质量和稳定性不够稳）",[22,1809,1811],{"id":1810},"faq","FAQ",[34,1813,1814,1817],{},[37,1815,1816],{},"Q: Goose 和 Claude Code 怎么选？","\nA: Claude Code 代码质量和稳定性更好，但闭源 + 要 Claude 订阅。Goose 开源免费 + 支持本地模型 + MCP 可扩展，灵活但不够稳。追求效果选 Claude Code，追求开源 + 隐私选 Goose。",[34,1819,1820,1823],{},[37,1821,1822],{},"Q: MCP 是什么？","\nA: Model Context Protocol，Anthropic 提出的开放协议，让 LLM 通过标准接口调用外部工具。Goose 原生基于 MCP 构建，可以接文件系统、Git、数据库、浏览器等任意 MCP server 作为 Agent 工具。",[34,1825,1826,1829],{},[37,1827,1828],{},"Q: 能用本地模型吗？","\nA: 可以。配 Ollama 作为 provider，选本地模型（如 Qwen3-Coder 7B\u002F14B）即可，完全不碰云 API。简单任务够用，复杂任务建议还是上 Claude \u002F GPT-4。",[34,1831,1832,1835],{},[37,1833,1834],{},"Q: Block 为什么开源这个？","\nA: Block 内部用 Goose 做 AI 辅助开发，开源出来构建生态。Rust 实现说明是认真做的工程，但团队规模和迭代速度不如 Claude Code \u002F Aider 背后的公司。",[22,1837,1190],{"id":1190},[34,1839,1840,1844,1845,1844,1849],{},[64,1841,1843],{"href":1842},"\u002Fcoding\u002Fcopilot\u002Famazon-q.html","Amazon Q Developer"," · ",[64,1846,1848],{"href":1847},"\u002Fcoding\u002Fcopilot\u002Fcody.html","Cody (Sourcegraph)",[64,1850,1852],{"href":1851},"\u002Fcoding\u002Fcopilot\u002Ftabnine.html","Tabnine",[22,1854,1250],{"id":1250},[82,1856,1857],{},[34,1858,1859],{},"本文的价格、版本号与性能数据均参考以下官方渠道整理，可能随时间变动，请以官方实时信息为准。",[622,1861,1862,1869],{},[625,1863,1864],{},[64,1865,1868],{"href":1866,"rel":1867},"https:\u002F\u002Fblock.github.io\u002Fgoose",[206],"官网",[625,1870,1871],{},[64,1872,1875],{"href":1873,"rel":1874},"https:\u002F\u002Fgithub.com\u002Fblock\u002Fgoose",[206],"GitHub",{"title":111,"searchDepth":139,"depth":139,"links":1877},[1878,1879,1880,1881,1882,1883,1884,1885,1886,1887,1888],{"id":24,"depth":129,"text":25},{"id":1419,"depth":129,"text":1419},{"id":547,"depth":129,"text":547},{"id":1488,"depth":129,"text":1489},{"id":1560,"depth":129,"text":1560},{"id":1597,"depth":129,"text":1597},{"id":1735,"depth":129,"text":1735},{"id":1780,"depth":129,"text":1781},{"id":1810,"depth":129,"text":1811},{"id":1190,"depth":129,"text":1190},{"id":1250,"depth":129,"text":1250},"\u002Fimg\u002Ftools\u002Fgoose.webp","Goose 真实评测：Block（Square）开源的 AI CLI Agent（Apache 2.0 协议），Rust 实现，终端内完成代码生成、重构、测试。支持 MCP 协议 + 多模型接入，适合偏好终端工作流、需要本地 AI 编程助手的开发者。",[1325],"2026-07-30",{},"\u002Ftools\u002Fcoding\u002Fcli\u002Fgoose",[1340,1338,1339],"Free \u002F 开源（Apache 2.0）","2026-07-05",{"power":192,"ux":139,"price":460,"cn_support":129,"stability":139},{"title":1405,"description":1890},"Goose - Block 开源 AI CLI Agent 评测 | AIHO","coding\u002Fcli\u002Fgoose",[1903,1904],{"title":1868,"url":1866},{"title":1875,"url":1873},"tools\u002Fcoding\u002Fcli\u002Fgoose","Block（Square）开源 AI CLI Agent，Rust 实现",[1319,1396,1908,1909,1399],"opensource","rust","Block 出品的开源 Rust CLI Agent，MCP 生态原生支持是最大亮点，适合想用本地模型 + 自定义工具链的终端开发者；稳定性和代码质量不如 Claude Code \u002F Aider 成熟，但完全免费可扩展。","dGQ7Zsi0Z_VeYP0apmdzWUxGGZ4tgS5ja5Eu1KC9XIU",1785428442245]