[{"data":1,"prerenderedAt":1606},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-crush-vs-openclaw":9,"compare-a-crush":10,"compare-b-openclaw":862},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":9,"body":17,"category":797,"chinese_friendly":228,"cover":798,"description":799,"domestic":800,"extension":801,"faq":802,"free":800,"github":9,"languages":815,"lastVerified":9,"meta":817,"models":9,"navigation":231,"notSuitable":9,"opensource":231,"path":818,"pillar":819,"platforms":820,"priceTable":828,"pricing":833,"published":834,"relatedPlaybooks":835,"relatedReviews":9,"score":837,"self_host":231,"seo":838,"seoTitle":9,"slug":839,"sources":840,"stem":850,"suitable":9,"tagline":851,"tags":852,"updated":843,"verdict":860,"website":757,"__hash__":861},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fcrush.md","Crush",[14,15,16],"coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fcodex",{"type":18,"value":19,"toc":785},"minimark",[20,25,29,32,35,104,107,118,124,128,133,156,161,191,194,345,350,440,443,627,630,692,696,722,725,746,749,781],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,28],"p",{},"Crush 是 Charmbracelet 2025-07 发布的终端 AI 编程 agent，Go 编写、TUI 体验、24,700+ GitHub stars、160+ releases。差异点：mid-session 多模型切换（Anthropic \u002F OpenAI \u002F Gemini \u002F Bedrock \u002F Groq \u002F OpenRouter \u002F Azure \u002F Vertex \u002F Ollama \u002F LM Studio \u002F Z.AI 等数十家）+ LSP 集成 + MCP（stdio\u002FHTTP\u002FSSE）+ Agent Skills 标准 + SQLite session 持久化 + AGENTS.md 项目上下文。FSL-1.1-MIT 开源（2 年后转 MIT），全平台二进制（macOS \u002F Linux \u002F Windows \u002F WSL \u002F FreeBSD \u002F OpenBSD \u002F NetBSD \u002F Android）。",[26,30,31],{},"适合：终端控 \u002F SSH 远程开发 \u002F 不想离开命令行的工程师；要在多个 LLM 间灵活切换；用 Ollama \u002F LM Studio 本地模型；颜值 + 功能都不愿妥协的 power user。不适合：纯 GUI \u002F IDE 党（Cursor 更顺）；要 Anthropic 官方 Skills 生态深度（用 Claude Code）；企业商业竞品场景（FSL 协议有限制）。",[21,33,34],{"id":34},"核心能力",[36,37,38,46,52,58,64,70,76,82,88,94],"ul",{},[39,40,41,45],"li",{},[42,43,44],"strong",{},"多模型 mid-session 切换","：不重启 session 切 Claude \u002F GPT \u002F Gemini \u002F Groq \u002F Bedrock \u002F OpenRouter \u002F Azure \u002F Vertex",[39,47,48,51],{},[42,49,50],{},"LSP 集成","：自动发现 + on-demand 启动，context-aware 代码理解",[39,53,54,57],{},[42,55,56],{},"MCP 支持","：stdio \u002F HTTP \u002F SSE 三种 transport",[39,59,60,63],{},[42,61,62],{},"Agent Skills 标准","：内置 skill discovery",[39,65,66,69],{},[42,67,68],{},"AGENTS.md","：项目级 context 文件",[39,71,72,75],{},[42,73,74],{},"SQLite session 持久化","：history navigation + 多会话隔离",[39,77,78,81],{},[42,79,80],{},"桌面通知","：权限确认 + agent turn 完成提醒",[39,83,84,87],{},[42,85,86],{},"跨平台二进制","：macOS + Linux + Windows（PowerShell + WSL）+ FreeBSD + OpenBSD + NetBSD + Android",[39,89,90,93],{},[42,91,92],{},"Charm 生态","：Bubble Tea TUI + Lip Gloss 样式 + Glamour markdown + Bubbles 组件 + Fantasy LLM 抽象",[39,95,96,103],{},[42,97,98,102],{},[99,100,101],"code",{},"@charmland\u002Fcrush"," NPM 包","：跨平台一键安装",[21,105,106],{"id":106},"价格",[36,108,109,115],{},[39,110,111,114],{},[42,112,113],{},"Free","：$0；FSL-1.1-MIT（2 年后转 MIT）",[39,116,117],{},"真实成本 = LLM API 费用（自带 key）",[119,120,121],"blockquote",{},[26,122,123],{},"省钱组合：日常用 Ollama 本地 7B \u002F 13B 跑简单任务；难任务切 Claude Sonnet \u002F GPT-5 \u002F Z.AI GLM Coding。",[21,125,127],{"id":126},"实测终端主力-macos-linux-ssh","实测（终端主力 \u002F macOS + Linux SSH）",[26,129,130],{},[42,131,132],{},"亮点：",[36,134,135,138,141,144,147,150,153],{},[39,136,137],{},"TUI 颜值在终端 agent 里独一档，Bubble Tea 的丝滑动效",[39,139,140],{},"mid-session 切模型在『Claude 推理够用 → GPT 思考 hard task → Gemini Flash 跑批 commit 文档』场景极有用",[39,142,143],{},"LSP 集成对 Go \u002F Rust \u002F TS \u002F Python 大型项目特别管用",[39,145,146],{},"MCP 三种 transport 覆盖几乎所有用例",[39,148,149],{},"AGENTS.md 让项目级 prompt 不丢",[39,151,152],{},"SQLite 多 session 隔离干净",[39,154,155],{},"跨平台二进制保留 SSH + 远程开发用户",[26,157,158],{},[42,159,160],{},"踩坑：",[36,162,163,166,169,172,175,178,181,188],{},[39,164,165],{},"FSL-1.1-MIT 不是 OSI 标准开源，企业法务要审一遍",[39,167,168],{},"自带 API Key，新手要先准备至少一家 provider",[39,170,171],{},"~22MB+ 二进制 + Go runtime + SQLite，比 aider 重",[39,173,174],{},"仅 TUI，没 IDE 插件 \u002F web UI",[39,176,177],{},"160+ releases 节奏快，breaking change 偶发",[39,179,180],{},"中文 prompt 效果取决于底层模型，UI 文档英文为主",[39,182,183,184,187],{},"多模型 routing 默认策略可能不省钱，手动配 ",[99,185,186],{},"crush.json"," 更精细",[39,189,190],{},"Windows 原生 PowerShell 偶有渲染问题，WSL 体验更好",[21,192,193],{"id":193},"上手",[195,196,201],"pre",{"className":197,"code":198,"language":199,"meta":200,"style":200},"language-bash shiki shiki-themes github-light github-dark","# macOS\nbrew install charmbracelet\u002Ftap\u002Fcrush\n\n# 跨平台 NPM\nnpm install -g @charmland\u002Fcrush\n\n# Go 直装\ngo install github.com\u002Fcharmbracelet\u002Fcrush@latest\n\n# 配置 API Key（任选）\nexport ANTHROPIC_API_KEY=\"sk-ant-...\"\nexport OPENAI_API_KEY=\"sk-...\"\n\n# 启动\ncrush\n\n# Ctrl+P → Switch Model 切换；Ctrl+S 切 session；输入 \u002Fhelp 看命令\n","bash","",[99,202,203,212,226,233,239,254,259,265,276,281,287,304,317,322,328,334,339],{"__ignoreMap":200},[204,205,208],"span",{"class":206,"line":207},"line",1,[204,209,211],{"class":210},"sJ8bj","# macOS\n",[204,213,215,219,223],{"class":206,"line":214},2,[204,216,218],{"class":217},"sScJk","brew",[204,220,222],{"class":221},"sZZnC"," install",[204,224,225],{"class":221}," charmbracelet\u002Ftap\u002Fcrush\n",[204,227,229],{"class":206,"line":228},3,[204,230,232],{"emptyLinePlaceholder":231},true,"\n",[204,234,236],{"class":206,"line":235},4,[204,237,238],{"class":210},"# 跨平台 NPM\n",[204,240,242,245,247,251],{"class":206,"line":241},5,[204,243,244],{"class":217},"npm",[204,246,222],{"class":221},[204,248,250],{"class":249},"sj4cs"," -g",[204,252,253],{"class":221}," @charmland\u002Fcrush\n",[204,255,257],{"class":206,"line":256},6,[204,258,232],{"emptyLinePlaceholder":231},[204,260,262],{"class":206,"line":261},7,[204,263,264],{"class":210},"# Go 直装\n",[204,266,268,271,273],{"class":206,"line":267},8,[204,269,270],{"class":217},"go",[204,272,222],{"class":221},[204,274,275],{"class":221}," github.com\u002Fcharmbracelet\u002Fcrush@latest\n",[204,277,279],{"class":206,"line":278},9,[204,280,232],{"emptyLinePlaceholder":231},[204,282,284],{"class":206,"line":283},10,[204,285,286],{"class":210},"# 配置 API Key（任选）\n",[204,288,290,294,298,301],{"class":206,"line":289},11,[204,291,293],{"class":292},"szBVR","export",[204,295,297],{"class":296},"sVt8B"," ANTHROPIC_API_KEY",[204,299,300],{"class":292},"=",[204,302,303],{"class":221},"\"sk-ant-...\"\n",[204,305,307,309,312,314],{"class":206,"line":306},12,[204,308,293],{"class":292},[204,310,311],{"class":296}," OPENAI_API_KEY",[204,313,300],{"class":292},[204,315,316],{"class":221},"\"sk-...\"\n",[204,318,320],{"class":206,"line":319},13,[204,321,232],{"emptyLinePlaceholder":231},[204,323,325],{"class":206,"line":324},14,[204,326,327],{"class":210},"# 启动\n",[204,329,331],{"class":206,"line":330},15,[204,332,333],{"class":217},"crush\n",[204,335,337],{"class":206,"line":336},16,[204,338,232],{"emptyLinePlaceholder":231},[204,340,342],{"class":206,"line":341},17,[204,343,344],{"class":210},"# Ctrl+P → Switch Model 切换；Ctrl+S 切 session；输入 \u002Fhelp 看命令\n",[26,346,347,349],{},[99,348,186],{}," 加 Z.AI GLM Coding Plan 自定义 provider：",[195,351,355],{"className":352,"code":353,"language":354,"meta":200,"style":200},"language-json shiki shiki-themes github-light github-dark","{\n  \"providers\": {\n    \"zai\": {\n      \"id\": \"zai\",\n      \"name\": \"ZAI Provider\",\n      \"base_url\": \"https:\u002F\u002Fapi.z.ai\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4\",\n      \"api_key\": \"your_api_key\"\n    }\n  }\n}\n","json",[99,356,357,362,370,377,391,403,415,425,430,435],{"__ignoreMap":200},[204,358,359],{"class":206,"line":207},[204,360,361],{"class":296},"{\n",[204,363,364,367],{"class":206,"line":214},[204,365,366],{"class":249},"  \"providers\"",[204,368,369],{"class":296},": {\n",[204,371,372,375],{"class":206,"line":228},[204,373,374],{"class":249},"    \"zai\"",[204,376,369],{"class":296},[204,378,379,382,385,388],{"class":206,"line":235},[204,380,381],{"class":249},"      \"id\"",[204,383,384],{"class":296},": ",[204,386,387],{"class":221},"\"zai\"",[204,389,390],{"class":296},",\n",[204,392,393,396,398,401],{"class":206,"line":241},[204,394,395],{"class":249},"      \"name\"",[204,397,384],{"class":296},[204,399,400],{"class":221},"\"ZAI Provider\"",[204,402,390],{"class":296},[204,404,405,408,410,413],{"class":206,"line":256},[204,406,407],{"class":249},"      \"base_url\"",[204,409,384],{"class":296},[204,411,412],{"class":221},"\"https:\u002F\u002Fapi.z.ai\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4\"",[204,414,390],{"class":296},[204,416,417,420,422],{"class":206,"line":261},[204,418,419],{"class":249},"      \"api_key\"",[204,421,384],{"class":296},[204,423,424],{"class":221},"\"your_api_key\"\n",[204,426,427],{"class":206,"line":267},[204,428,429],{"class":296},"    }\n",[204,431,432],{"class":206,"line":278},[204,433,434],{"class":296},"  }\n",[204,436,437],{"class":206,"line":283},[204,438,439],{"class":296},"}\n",[21,441,442],{"id":442},"对比",[444,445,446,467],"table",{},[447,448,449],"thead",{},[450,451,452,456,458,461,464],"tr",{},[453,454,455],"th",{},"维度",[453,457,12],{},[453,459,460],{},"Claude Code",[453,462,463],{},"Aider",[453,465,466],{},"Codex CLI",[468,469,470,488,505,520,535,550,562,578,594,610],"tbody",{},[450,471,472,476,479,482,485],{},[473,474,475],"td",{},"TUI 颜值",[473,477,478],{},"✅ 顶级",[473,480,481],{},"✅ 良好",[473,483,484],{},"文本朴素",[473,486,487],{},"一般",[450,489,490,493,496,499,502],{},[473,491,492],{},"多模型切换",[473,494,495],{},"✅ mid-session",[473,497,498],{},"Claude only",[473,500,501],{},"✅ 任意",[473,503,504],{},"OpenAI only",[450,506,507,510,513,516,518],{},[473,508,509],{},"LSP",[473,511,512],{},"✅",[473,514,515],{},"–",[473,517,515],{},[473,519,515],{},[450,521,522,525,528,530,532],{},[473,523,524],{},"MCP",[473,526,527],{},"✅ 全 transport",[473,529,527],{},[473,531,515],{},[473,533,534],{},"部分",[450,536,537,540,543,546,548],{},[473,538,539],{},"Skills",[473,541,542],{},"✅ 标准",[473,544,545],{},"✅ Skills 体系",[473,547,515],{},[473,549,515],{},[450,551,552,554,556,558,560],{},[473,553,68],{},[473,555,512],{},[473,557,512],{},[473,559,515],{},[473,561,515],{},[450,563,564,567,570,573,576],{},[473,565,566],{},"协议",[473,568,569],{},"FSL-1.1-MIT",[473,571,572],{},"闭源",[473,574,575],{},"Apache 2.0",[473,577,572],{},[450,579,580,583,586,589,592],{},[473,581,582],{},"平台",[473,584,585],{},"极广",[473,587,588],{},"macOS\u002FLinux\u002FWin",[473,590,591],{},"全平台",[473,593,588],{},[450,595,596,599,602,605,607],{},[473,597,598],{},"起价",[473,600,601],{},"$0 + API 费",[473,603,604],{},"API 费 \u002F Pro",[473,606,601],{},[473,608,609],{},"API 费 \u002F Plus",[450,611,612,615,618,621,624],{},[473,613,614],{},"适合",[473,616,617],{},"终端 + 多模型 + Power user",[473,619,620],{},"Anthropic 生态",[473,622,623],{},"Git refactor",[473,625,626],{},"OpenAI 生态",[21,628,629],{"id":629},"避坑",[36,631,632,638,650,656,662,668,674,680,686],{},[39,633,634,637],{},[42,635,636],{},"FSL 协议商业审查","：商业竞品场景前法务过一遍，2 年后转 MIT",[39,639,640,643,644,647,648],{},[42,641,642],{},"API Key 管理","：用 ",[99,645,646],{},"pass"," \u002F 1Password CLI \u002F direnv，不硬编码 ",[99,649,186],{},[39,651,652,655],{},[42,653,654],{},"breaking change 跟进","：160+ releases 节奏快，pin 版本到 stable",[39,657,658,661],{},[42,659,660],{},"LSP 启动慢","：大项目首次启动数秒，正常现象",[39,663,664,667],{},[42,665,666],{},"Ollama 本地优先","：日常简单任务跑 7B，复杂任务再切云",[39,669,670,673],{},[42,671,672],{},"Windows 用 WSL","：原生 PowerShell 有 ANSI 渲染坑",[39,675,676,679],{},[42,677,678],{},"AGENTS.md 写好","：项目 context 决定 80% 体验，按官方模板写",[39,681,682,685],{},[42,683,684],{},"session 切换勤快点","：不同任务开不同 session，history 干净",[39,687,688,691],{},[42,689,690],{},"MCP server 信任评估","：装新 MCP 前看 source \u002F 权限",[21,693,695],{"id":694},"适合-不适合","适合 \u002F 不适合",[36,697,698,701,704,707,710,713,716,719],{},[39,699,700],{},"✅ 终端主力 \u002F SSH 远程开发",[39,702,703],{},"✅ 多模型用户（Claude + GPT + Gemini + Ollama 一起用）",[39,705,706],{},"✅ Go \u002F Rust \u002F TS \u002F Python 大型项目（LSP 加成大）",[39,708,709],{},"✅ 不想被单一 vendor 绑定",[39,711,712],{},"❌ 纯 GUI \u002F IDE 党",[39,714,715],{},"❌ 要 Anthropic 官方 Skills 体系（用 Claude Code）",[39,717,718],{},"❌ 要 OpenAI 桌面深度（用 Codex）",[39,720,721],{},"❌ 商业竞品 \u002F 法务严格场景（FSL 协议要审）",[21,723,724],{"id":724},"相关阅读",[36,726,727,734,740],{},[39,728,729],{},[730,731,733],"a",{"href":732},"\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code","Claude Code 评测",[39,735,736],{},[730,737,739],{"href":738},"\u002Ftools\u002Fcoding\u002Fcli\u002Faider","Aider 评测",[39,741,742],{},[730,743,745],{"href":744},"\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex","Codex 评测",[21,747,748],{"id":748},"来源",[750,751,752,760,767,774],"ol",{},[39,753,754,755],{},"Charmbracelet\u002Fcrush GitHub（24.7k stars \u002F 160 releases \u002F FSL-1.1-MIT）",[730,756,757],{"href":757,"rel":758},"https:\u002F\u002Fgithub.com\u002Fcharmbracelet\u002Fcrush",[759],"nofollow",[39,761,762,763],{},"Artificialus — Crush 评测 2026 ",[730,764,765],{"href":765,"rel":766},"https:\u002F\u002Fartificialus.com\u002Fagents\u002Fcrush",[759],[39,768,769,770],{},"Typevar — Crush 入门 + 安装 ",[730,771,772],{"href":772,"rel":773},"https:\u002F\u002Ftypevar.dev\u002Farticles\u002Fcharmbracelet\u002Fcrush",[759],[39,775,776,777],{},"Z.AI Devpack — Crush + GLM Coding Plan 集成 ",[730,778,779],{"href":779,"rel":780},"https:\u002F\u002Fdocs.z.ai\u002Fdevpack\u002Ftool\u002Fcrush",[759],[782,783,784],"style",{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html 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: 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\u002F Groq \u002F OpenRouter \u002F Ollama \u002F LM Studio 等数十家）+ LSP 集成 + MCP（stdio\u002FHTTP\u002FSSE）+ Agent Skills 标准 + SQLite session 持久化 + AGENTS.md 项目上下文。FSL-1.1-MIT 协议（2 年后转 MIT）。Windows PowerShell + WSL + macOS + Linux + FreeBSD + Android 全平台。",false,"md",[803,806,809,812],{"q":804,"a":805},"Crush 和 Claude Code \u002F Aider \u002F Codex 怎么选？","Crush 强在『终端原生 TUI 颜值 + 多模型 mid-session 切换 + LSP + 跨平台二进制 + 不绑特定模型』；Claude Code 强在『Anthropic 官方 + Skills 生态 + computer use』；Aider 强在『Git 集成 + 多文件 refactor + 模型成本最优』；Codex 强在『OpenAI 官方 + 桌面集成 + Mac 体验最佳』。要终端 + 多模型 + LSP 体验 → Crush；要 Claude 全家桶 → Claude Code；要 Git refactor → Aider；要 OpenAI + macOS → Codex。",{"q":807,"a":808},"FSL-1.1-MIT 是什么协议？","Functional Source License 1.1：禁止商业竞品场景使用，2 年后自动转为 MIT 完全开放。对个人 \u002F 内部使用 \u002F 学习无影响，企业级商业竞品要看条款。社区有声音质疑这不是『OSI 标准开源』，使用前企业法务建议过一下。",{"q":810,"a":811},"用什么模型最划算？","Crush 不绑定模型，常见组合：Anthropic Claude Sonnet（日常 coding，性价比平衡）+ GPT-5.x（推理重任务）+ Gemini Flash（速度优先）+ Ollama \u002F LM Studio（本地 free）+ Z.AI GLM Coding Plan（中文 + 价格低）。多账户 + OpenRouter 中转管理最方便。",{"q":813,"a":814},"配置文件在哪？","macOS\u002FLinux：~\u002F.config\u002Fcrush\u002Fcrush.json；Windows：%USERPROFILE%\\.config\\crush\\crush.json。可加自定义 provider（如 Z.AI Coding Plan 用 https:\u002F\u002Fapi.z.ai\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4）+ MCP server + Skills 配置。",[816],"en",{},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fcrush","agent",[821,822,823,824,825,826,827],"macos","linux","windows","freebsd","openbsd","netbsd","android",[829],{"plan":113,"price":830,"features":831,"notes":832},"$0","FSL-1.1-MIT 开源（2 年后转 MIT）+ 多模型 + LSP + MCP + Skills + 全平台二进制","用户自带 LLM API Key","免费开源（FSL-1.1-MIT，2 年后转 MIT）\u002F 用户自带 LLM API Key","2026-06-19",[836],"onboarding\u002Fterminal-ai-agent-workflow",{"power":241,"ux":241,"price":241,"cn_support":228,"stability":235},{"title":12,"description":799},"agent\u002Fdesktop\u002Fcrush",[841,844,846,848],{"name":842,"url":757,"accessed":843},"Charmbracelet\u002Fcrush GitHub（24.7k stars \u002F 160 releases）","2026-06-24",{"name":845,"url":765,"accessed":843},"Artificialus — Crush 评测（功能 \u002F 协议 \u002F 平台覆盖）",{"name":847,"url":772,"accessed":843},"Typevar — Crush 入门 + 使用场景",{"name":849,"url":779,"accessed":843},"Z.AI Devpack — Crush + GLM Coding Plan","tools\u002Fagent\u002Fdesktop\u002Fcrush","Charmbracelet 出品的终端 AI 编程 agent——多模型切换 + LSP + MCP + Agent Skills 标准",[853,854,855,856,857,858,859],"terminal-agent","tui","multi-model","lsp","mcp","opensource","charmbracelet","终端原生 AI agent 的标杆——TUI 颜值 + 多模型切换 + LSP + MCP + Skills 全栈。终端控 \u002F 远程开发 \u002F SSH 工作流首选。GUI \u002F IDE 党仍建议 Cursor \u002F Claude Code。","6gefVFFbUegIgtxtUeg0ukqLhL_VhypuJVq323wVfTE",{"id":863,"title":864,"alternatives":865,"api_compatible":9,"body":868,"category":797,"chinese_friendly":235,"cover":1554,"description":1555,"domestic":800,"extension":801,"faq":1556,"free":800,"github":9,"languages":1569,"lastVerified":9,"meta":1572,"models":9,"navigation":231,"notSuitable":9,"opensource":231,"path":1573,"pillar":819,"platforms":1574,"priceTable":1576,"pricing":1580,"published":834,"relatedPlaybooks":1581,"relatedReviews":9,"score":1583,"self_host":231,"seo":1584,"seoTitle":9,"slug":1585,"sources":1586,"stem":1595,"suitable":9,"tagline":1596,"tags":1597,"updated":843,"verdict":1603,"website":1604,"__hash__":1605},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw.md","OpenClaw",[866,867,839],"agent\u002Fdesktop\u002Fclaude-desktop","agent\u002Fdesktop\u002Fautoglm",{"type":18,"value":869,"toc":1542},[870,872,875,878,880,948,950,964,968,972,995,999,1025,1027,1186,1189,1221,1223,1394,1396,1458,1460,1486,1488,1507,1509,1539],[21,871,24],{"id":23},[26,873,874],{},"OpenClaw 是 2026 现象级开源个人 AI Agent 框架（MIT 协议）——Peter Steinberger 2025 末创建，2026-02 移交开源基金会，60 天 28-35.5 万 GitHub stars 历史级速度。差异点：Gateway 网关连接 20+ IM 平台（Discord \u002F Slack \u002F Telegram \u002F WhatsApp \u002F iMessage \u002F Matrix \u002F Signal \u002F Microsoft Teams \u002F Zalo \u002F 微信 \u002F 钉钉 \u002F 飞书）+ 30 分钟 Heartbeat 主动触发 + Cron 调度 + ClawHub 5400+ Skills 市场 + 多 Agent 隔离 + 本地长期记忆。完全自托管，本地 Ollama 模型零成本运行。",[26,876,877],{},"适合：要『手机 IM 一句话支使 AI 干活』的 power user；监控告警 \u002F 定时简报 \u002F 邮件分拣 \u002F 浏览器自动化等 7×24 后台场景；数据隐私敏感 + 自托管刚需；中国大陆用户（本地 Ollama 全免费）。不适合：纯 GUI \u002F 桌面交互党（Claude Desktop 更顺）；不会折腾 Node \u002F Docker \u002F WSL 的纯用户；要『一句话就跑通』的非技术用户。",[21,879,34],{"id":34},[36,881,882,888,894,900,906,912,918,924,930,936,942],{},[39,883,884,887],{},[42,885,886],{},"Gateway 多渠道","：Discord \u002F Slack \u002F Telegram \u002F WhatsApp \u002F iMessage \u002F Matrix \u002F Signal \u002F MS Teams \u002F Zalo \u002F 微信 \u002F 钉钉 \u002F 飞书 + WebChat + 移动 node",[39,889,890,893],{},[42,891,892],{},"Skills 插件系统","：YAML 描述 + 一键安装 + ClawHub 5400+ 社区市场",[39,895,896,899],{},[42,897,898],{},"多 Agent 隔离","：work \u002F personal \u002F test 角色独立记忆 + 任务",[39,901,902,905],{},[42,903,904],{},"30 分钟 Heartbeat","：真正 7×24 主动运行",[39,907,908,911],{},[42,909,910],{},"Cron 调度","：自然语言生成定时任务，无需写 Cron 表达式",[39,913,914,917],{},[42,915,916],{},"本地长期记忆","：~\u002F.openclaw\u002Fmemory\u002Flong-term.json",[39,919,920,923],{},[42,921,922],{},"沙箱权限模式","：区分敏感操作权限，避免误操作",[39,925,926,929],{},[42,927,928],{},"多 LLM provider","：GPT \u002F Claude \u002F Gemini \u002F 本地 Ollama \u002F Z.AI \u002F OpenRouter",[39,931,932,935],{},[42,933,934],{},"MCP 兼容","：可调用 MCP server",[39,937,938,941],{},[42,939,940],{},"Web Control UI","：浏览器仪表盘（chat \u002F config \u002F sessions \u002F nodes）",[39,943,944,947],{},[42,945,946],{},"macOS app + iOS \u002F Android 移动 node","：跨设备触发",[21,949,106],{"id":106},[36,951,952,958,961],{},[39,953,954,957],{},[42,955,956],{},"Self-host OSS","：$0；MIT 完全开放",[39,959,960],{},"真实成本 = LLM API（GPT \u002F Claude 走 API 计费）或 $0（本地 Ollama）",[39,962,963],{},"轻度 $5-10 \u002F 月，中度 $20-30，重度 $50+ —— 全部来自外部 LLM 而非 OpenClaw 本身",[21,965,967],{"id":966},"实测个人-724-监控告警-简报","实测（个人 7×24 + 监控告警 + 简报）",[26,969,970],{},[42,971,132],{},[36,973,974,977,980,983,986,989,992],{},[39,975,976],{},"IM 一句话支使 AI 体验是真『未来感』，离开电脑也能干活",[39,978,979],{},"Heartbeat 让定时任务 + 监控钩子真正后台运行，不靠操作系统 Cron",[39,981,982],{},"ClawHub 5400+ Skills 覆盖几乎所有日常需求",[39,984,985],{},"多 Agent 隔离让工作 \u002F 生活 prompt 不串",[39,987,988],{},"本地 Ollama 路径让数据 + 隐私完全自主",[39,990,991],{},"微信 \u002F 钉钉 \u002F 飞书 plugin 让国内用户无网络 \u002F 支付门槛",[39,993,994],{},"MIT 协议 + 社区驱动，企业内部部署合规友好",[26,996,997],{},[42,998,160],{},[36,1000,1001,1004,1007,1010,1013,1016,1019,1022],{},[39,1002,1003],{},"Node 24 推荐 \u002F 22 LTS 兜底，Node 18 已经勉强（最新 Skill 偶有兼容问题）",[39,1005,1006],{},"Skill 质量参差，社区 5400+ 里要挑信任作者",[39,1008,1009],{},"国内 IM 渠道（微信 \u002F 钉钉 \u002F 飞书）的 plugin 受平台风控影响，账号风险要评估",[39,1011,1012],{},"多 Agent 隔离的 memory 文件可能膨胀，要定期清理",[39,1014,1015],{},"Heartbeat 频繁触发 LLM 调用会推高 API 费用，预算控制要配 budget cap",[39,1017,1018],{},"Web Control UI 在大量 session 下渲染偏慢",[39,1020,1021],{},"沙箱模式默认权限保守，复杂自动化要手动放权",[39,1023,1024],{},"Windows 纯生兼容差，建议 WSL2 \u002F Docker 路径",[21,1026,193],{"id":193},[195,1028,1030],{"className":197,"code":1029,"language":199,"meta":200,"style":200},"# 方法一：NPM\nnpm install -g openclaw\nopenclaw --version\n\n# 方法二：Docker\ndocker run -d --name openclaw \\\n  -v ~\u002F.openclaw:\u002Froot\u002F.openclaw \\\n  openclaw\u002Fopenclaw:latest\n\n# 方法三：源码\ngit clone https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\ncd openclaw && npm install && npm run start\n\n# 引导配置（model \u002F channel \u002F 权限）\nopenclaw onboard\n\n# 启动\nopenclaw                 # CLI\nopenclaw dashboard       # Web UI\n",[99,1031,1032,1037,1048,1056,1060,1065,1085,1095,1100,1104,1109,1120,1143,1147,1152,1159,1163,1167,1175],{"__ignoreMap":200},[204,1033,1034],{"class":206,"line":207},[204,1035,1036],{"class":210},"# 方法一：NPM\n",[204,1038,1039,1041,1043,1045],{"class":206,"line":214},[204,1040,244],{"class":217},[204,1042,222],{"class":221},[204,1044,250],{"class":249},[204,1046,1047],{"class":221}," openclaw\n",[204,1049,1050,1053],{"class":206,"line":228},[204,1051,1052],{"class":217},"openclaw",[204,1054,1055],{"class":249}," --version\n",[204,1057,1058],{"class":206,"line":235},[204,1059,232],{"emptyLinePlaceholder":231},[204,1061,1062],{"class":206,"line":241},[204,1063,1064],{"class":210},"# 方法二：Docker\n",[204,1066,1067,1070,1073,1076,1079,1082],{"class":206,"line":256},[204,1068,1069],{"class":217},"docker",[204,1071,1072],{"class":221}," run",[204,1074,1075],{"class":249}," -d",[204,1077,1078],{"class":249}," --name",[204,1080,1081],{"class":221}," openclaw",[204,1083,1084],{"class":249}," \\\n",[204,1086,1087,1090,1093],{"class":206,"line":261},[204,1088,1089],{"class":249},"  -v",[204,1091,1092],{"class":221}," ~\u002F.openclaw:\u002Froot\u002F.openclaw",[204,1094,1084],{"class":249},[204,1096,1097],{"class":206,"line":267},[204,1098,1099],{"class":221},"  openclaw\u002Fopenclaw:latest\n",[204,1101,1102],{"class":206,"line":278},[204,1103,232],{"emptyLinePlaceholder":231},[204,1105,1106],{"class":206,"line":283},[204,1107,1108],{"class":210},"# 方法三：源码\n",[204,1110,1111,1114,1117],{"class":206,"line":289},[204,1112,1113],{"class":217},"git",[204,1115,1116],{"class":221}," clone",[204,1118,1119],{"class":221}," https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\n",[204,1121,1122,1125,1127,1130,1132,1134,1136,1138,1140],{"class":206,"line":306},[204,1123,1124],{"class":249},"cd",[204,1126,1081],{"class":221},[204,1128,1129],{"class":296}," && ",[204,1131,244],{"class":217},[204,1133,222],{"class":221},[204,1135,1129],{"class":296},[204,1137,244],{"class":217},[204,1139,1072],{"class":221},[204,1141,1142],{"class":221}," start\n",[204,1144,1145],{"class":206,"line":319},[204,1146,232],{"emptyLinePlaceholder":231},[204,1148,1149],{"class":206,"line":324},[204,1150,1151],{"class":210},"# 引导配置（model \u002F channel \u002F 权限）\n",[204,1153,1154,1156],{"class":206,"line":330},[204,1155,1052],{"class":217},[204,1157,1158],{"class":221}," onboard\n",[204,1160,1161],{"class":206,"line":336},[204,1162,232],{"emptyLinePlaceholder":231},[204,1164,1165],{"class":206,"line":341},[204,1166,327],{"class":210},[204,1168,1170,1172],{"class":206,"line":1169},18,[204,1171,1052],{"class":217},[204,1173,1174],{"class":210},"                 # CLI\n",[204,1176,1178,1180,1183],{"class":206,"line":1177},19,[204,1179,1052],{"class":217},[204,1181,1182],{"class":221}," dashboard",[204,1184,1185],{"class":210},"       # Web UI\n",[26,1187,1188],{},"配本地免费 Ollama：",[195,1190,1192],{"className":197,"code":1191,"language":199,"meta":200,"style":200},"ollama pull llama3\nopenclaw config set ai.provider \"ollama\"\n",[99,1193,1194,1205],{"__ignoreMap":200},[204,1195,1196,1199,1202],{"class":206,"line":207},[204,1197,1198],{"class":217},"ollama",[204,1200,1201],{"class":221}," pull",[204,1203,1204],{"class":221}," llama3\n",[204,1206,1207,1209,1212,1215,1218],{"class":206,"line":214},[204,1208,1052],{"class":217},[204,1210,1211],{"class":221}," config",[204,1213,1214],{"class":221}," set",[204,1216,1217],{"class":221}," ai.provider",[204,1219,1220],{"class":221}," \"ollama\"\n",[21,1222,442],{"id":442},[444,1224,1225,1241],{},[447,1226,1227],{},[450,1228,1229,1231,1233,1236,1239],{},[453,1230,455],{},[453,1232,864],{},[453,1234,1235],{},"Claude Desktop",[453,1237,1238],{},"AutoGLM",[453,1240,12],{},[468,1242,1243,1260,1274,1288,1304,1318,1333,1348,1364,1378],{},[450,1244,1245,1248,1251,1254,1257],{},[473,1246,1247],{},"形态",[473,1249,1250],{},"IM 网关 + 多 Agent 自治",[473,1252,1253],{},"桌面客户端 + MCP",[473,1255,1256],{},"Phone\u002FWeb GUI agent",[473,1258,1259],{},"终端 TUI agent",[450,1261,1262,1265,1268,1270,1272],{},[473,1263,1264],{},"7×24 Heartbeat",[473,1266,1267],{},"✅ 30 分钟",[473,1269,515],{},[473,1271,515],{},[473,1273,515],{},[450,1275,1276,1279,1282,1284,1286],{},[473,1277,1278],{},"多 IM 渠道",[473,1280,1281],{},"✅ 20+",[473,1283,515],{},[473,1285,515],{},[473,1287,515],{},[450,1289,1290,1293,1296,1299,1301],{},[473,1291,1292],{},"Skills 市场",[473,1294,1295],{},"✅ ClawHub 5400+",[473,1297,1298],{},"✅ MCP Connectors",[473,1300,515],{},[473,1302,1303],{},"✅ Agent Skills 标准",[450,1305,1306,1308,1310,1313,1315],{},[473,1307,898],{},[473,1309,512],{},[473,1311,1312],{},"Projects",[473,1314,515],{},[473,1316,1317],{},"session",[450,1319,1320,1323,1326,1328,1331],{},[473,1321,1322],{},"开源",[473,1324,1325],{},"✅ MIT",[473,1327,572],{},[473,1329,1330],{},"✅ MIT 模型 + Apache 代码",[473,1332,569],{},[450,1334,1335,1338,1341,1343,1346],{},[473,1336,1337],{},"本地 LLM",[473,1339,1340],{},"✅ Ollama 友好",[473,1342,515],{},[473,1344,1345],{},"✅ 9B 自模型",[473,1347,512],{},[450,1349,1350,1353,1356,1359,1361],{},[473,1351,1352],{},"中国大陆友好",[473,1354,1355],{},"✅ 完全",[473,1357,1358],{},"❌ 支付",[473,1360,512],{},[473,1362,1363],{},"✅ 部分",[450,1365,1366,1368,1370,1373,1375],{},[473,1367,598],{},[473,1369,830],{},[473,1371,1372],{},"$20\u002F月 +",[473,1374,830],{},[473,1376,1377],{},"$0 + API",[450,1379,1380,1382,1385,1388,1391],{},[473,1381,614],{},[473,1383,1384],{},"7×24 IM 触发个人 agent",[473,1386,1387],{},"MCP 生态桌面",[473,1389,1390],{},"Phone GUI",[473,1392,1393],{},"终端 power user",[21,1395,629],{"id":629},[36,1397,1398,1404,1410,1416,1422,1428,1434,1440,1446,1452],{},[39,1399,1400,1403],{},[42,1401,1402],{},"Skill 选型评估","：5400+ Skill 里挑官方 \u002F 高 star \u002F 仔细看 source，沙箱模式优先",[39,1405,1406,1409],{},[42,1407,1408],{},"API 预算控制","：Heartbeat + 多 Agent 会放大 LLM 费用，配 budget cap 或本地 Ollama",[39,1411,1412,1415],{},[42,1413,1414],{},"国内 IM 风控","：微信 \u002F 钉钉账号要用独立小号，避免主账号被风控",[39,1417,1418,1421],{},[42,1419,1420],{},"memory 膨胀","：长期记忆 JSON 文件定期归档 \u002F 清理",[39,1423,1424,1427],{},[42,1425,1426],{},"Node 版本","：Node 24 推荐，Node 18 部分新 Skill 不兼容",[39,1429,1430,1433],{},[42,1431,1432],{},"sandbox 权限默认保守","：复杂自动化要在 onboard 阶段调整权限，不要一上来全 root",[39,1435,1436,1439],{},[42,1437,1438],{},"数据备份","：~\u002F.openclaw 含所有记忆 + 配置，定期备份",[39,1441,1442,1445],{},[42,1443,1444],{},"Windows 走 WSL2","：原生 Windows 兼容差",[39,1447,1448,1451],{},[42,1449,1450],{},"MCP 复用","：内部 MCP server 可直接调用，不要重复造轮",[39,1453,1454,1457],{},[42,1455,1456],{},"Heartbeat 间隔自定义","：默认 30 分钟，做高频监控可调短，但成本对应增加",[21,1459,695],{"id":694},[36,1461,1462,1465,1468,1471,1474,1477,1480,1483],{},[39,1463,1464],{},"✅ 想从 IM 一句话支使 AI 7×24 干活的 power user",[39,1466,1467],{},"✅ 监控 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘 \u002F 智能家居",[39,1469,1470],{},"✅ 数据隐私敏感 + 自托管刚需",[39,1472,1473],{},"✅ 中国大陆用户走本地 Ollama 全免费",[39,1475,1476],{},"❌ 纯 GUI \u002F 桌面交互党（用 Claude Desktop）",[39,1478,1479],{},"❌ 不会折腾 Node \u002F Docker \u002F WSL",[39,1481,1482],{},"❌ 要一键就跑的非技术用户",[39,1484,1485],{},"❌ 高强度多 Agent 同时跑 + 预算极紧（API 费会膨胀）",[21,1487,724],{"id":724},[36,1489,1490,1496,1502],{},[39,1491,1492],{},[730,1493,1495],{"href":1494},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop","Claude Desktop 评测",[39,1497,1498],{},[730,1499,1501],{"href":1500},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm","AutoGLM 评测",[39,1503,1504],{},[730,1505,1506],{"href":818},"Crush 评测",[21,1508,748],{"id":748},[750,1510,1511,1518,1525,1532],{},[39,1512,1513,1514],{},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 渠道 \u002F Heartbeat）",[730,1515,1516],{"href":1516,"rel":1517},"https:\u002F\u002Fdocs.openclaw.ai\u002F",[759],[39,1519,1520,1521],{},"技术栈 — OpenClaw 2026 实战指南 ",[730,1522,1523],{"href":1523,"rel":1524},"https:\u002F\u002Fjishuzhan.net\u002Farticle\u002F2058753885218062337",[759],[39,1526,1527,1528],{},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat \u002F 多 Agent）",[730,1529,1530],{"href":1530,"rel":1531},"https:\u002F\u002Fblog.csdn.net\u002Fweixin_58240054\u002Farticle\u002Fdetails\u002F161197395",[759],[39,1533,1534,1535],{},"腾讯云 — OpenClaw 爆火 + Computer Use Agent 分析 ",[730,1536,1537],{"href":1537,"rel":1538},"https:\u002F\u002Fcloud.tencent.com\u002Fdeveloper\u002Farticle\u002F2637863",[759],[782,1540,1541],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki 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+ 本地长期记忆。Node 24（推荐）或 22 LTS。",[1557,1560,1563,1566],{"q":1558,"a":1559},"OpenClaw 和 Claude Desktop \u002F MCP 怎么定位？","Claude Desktop 是『桌面客户端 + MCP 工具栈』走 GUI 交互；OpenClaw 是『IM 网关 + 多 Agent + 主动 Heartbeat』走聊天 + 后台自治。两者互补：在电脑前要 GUI 体验用 Claude Desktop；离开电脑要 Telegram \u002F 微信里支使 AI 7×24 干活用 OpenClaw。OpenClaw 内部也可调用 MCP server 和 LLM provider。",{"q":1561,"a":1562},"Heartbeat 是什么？","每 30 分钟由 Gateway 主动唤醒 Agent，检查 Cron \u002F 任务队列 \u002F 监控钩子，让 AI 真正『7×24 后台运行』而非被动等用户。监控告警 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘等场景靠 Heartbeat 实现。",{"q":1564,"a":1565},"ClawHub 是什么？","OpenClaw 社区驱动的 Skills 市场，2026-05 已突破 5400 个 Skill：天气 \u002F 邮件分拣 \u002F 网页采集 \u002F 浏览器自动化 \u002F 文件整理 \u002F 多平台消息 \u002F 加密货币 \u002F 智能家居 \u002F CRM 集成等。Skill 用 YAML \u002F Markdown 描述，一键安装 + 自定义 prompt 即可。",{"q":1567,"a":1568},"中国大陆能用吗？","完全可以。OpenClaw 自托管 + MIT 开源 + 本地 Ollama 模型路径全免费 + 无外网 \u002F 海外卡依赖。微信 \u002F 钉钉 \u002F 飞书都有 channel 插件。配 Ollama llama3 \u002F Qwen 中文模型可全离线。仅外接 GPT \u002F Claude API 时需要海外网络 + 海外卡。",[816,1570,1571],"zh","multi",{},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw",[821,822,1575,1069],"windows-wsl",[1577],{"plan":956,"price":830,"features":1578,"notes":1579},"MIT 全开源 + Gateway + Skills + Memory + Cron + Heartbeat + 多 Agent + 20+ IM 渠道","用户自带 LLM Key 或本地 Ollama","MIT 完全免费开源 \u002F 用户自带 LLM API（GPT \u002F Claude \u002F 本地 Ollama 全免费）",[1582],"onboarding\u002Fpersonal-247-ai-agent",{"power":241,"ux":235,"price":241,"cn_support":235,"stability":235},{"title":864,"description":1555},"agent\u002Fdesktop\u002Fopenclaw",[1587,1589,1591,1593],{"name":1588,"url":1516,"accessed":843},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 多渠道）",{"name":1590,"url":1523,"accessed":843},"技术栈 — OpenClaw 2026 实战指南",{"name":1592,"url":1530,"accessed":843},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat）",{"name":1594,"url":1537,"accessed":843},"腾讯云 — Computer Use Agent 爆发分析","tools\u002Fagent\u002Fdesktop\u002Fopenclaw","2026 现象级开源个人 AI Agent——多 IM 网关 + 技能市场 ClawHub 5400+ + 7×24 Heartbeat",[858,1598,1599,857,1600,1601,1602,1052],"self-host","gateway","multi-agent","im-bot","mit","2026 最火个人 AI Agent——『IM 触发 + 7×24 主动 + 本地控制』三件套。要从 Telegram \u002F 微信 \u002F Discord 一句话支使 AI 干活的 power user 首选。GUI 党 \u002F 非工程师仍推 Claude Desktop。","https:\u002F\u002Fdocs.openclaw.ai","q7sFgtkzW-ui9ttj9bhIHbHWtLJSEmMSW65tBv8zVwE",1784565440194]