[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-openclaw-247000-stars-47700-forks-zh":3,"article-related-openclaw-247000-stars-47700-forks-zh":31,"series-ai-agent-2cec5115-00ba-4406-bdce-8510151060e5":82},{"id":4,"slug":5,"title":6,"content":7,"summary":8,"source":9,"source_url":10,"author":11,"image_url":12,"cover_image":12,"category":13,"language":14,"translated_content":11,"related_article_id":15,"keywords":16,"key_takeaways":23,"views":27,"created_at":28,"published_at":29,"topic_cluster_id":30},"2cec5115-00ba-4406-bdce-8510151060e5","openclaw-247000-stars-47700-forks-zh","OpenClaw 24.7萬星爆紅","\u003Cp data-speakable=\"summary\">\u003Ca href=\"\u002Ftag\u002Fopenclaw\">OpenClaw\u003C\u002Fa> 是一個可透過聊天軟體\u003Ca href=\"\u002Fnews\u002Fopenclaw-headless-mode-ollama-zh\">執行\u003C\u002Fa>任務的開源 \u003Ca href=\"\u002Ftag\u002Fai-agent\">AI agent\u003C\u002Fa>，最近因 \u003Ca href=\"\u002Ftag\u002Fgithub\">GitHub\u003C\u002Fa> 24.7 萬 stars 與 4.77 萬 forks 引發大量關注。\u003C\u002Fp>\u003Cp>這個專案由奧地利開發者 Peter Steinberger \u003Ca href=\"\u002Fnews\u002Fkpmg-anthropic-digital-gateway-claude-zh\">推出\u003C\u002Fa>，最早在 2025 年 11 月 24 日以 Clawdbot 名義上線，之後又兩度改名，最後在 2026 年 1 月底定名為 OpenClaw。短時間內的高星數，讓它從小眾自動化工具變成開發者圈裡的熱門樣本。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>數值\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>首次發布\u003C\u002Ftd>\u003Ctd>2025 年 11 月 24 日\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>改名為 Moltbot\u003C\u002Ftd>\u003Ctd>2026 年 1 月 27 日\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>改名為 OpenClaw\u003C\u002Ftd>\u003Ctd>3 天後\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>GitHub stars\u003C\u002Ftd>\u003Ctd>247,000\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>GitHub forks\u003C\u002Ftd>\u003Ctd>47,700\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>發生了什麼\u003C\u002Fh2>\u003Cp>OpenClaw 的核心定位很直接：它是一個\u003Ca href=\"\u002Fnews\u002Fopenclaw-374k-star-local-ai-assistant-zh\">本地\u003C\u002Fa>運作的自治助理，背後可接 \u003Ca href=\"https:\u002F\u002Fwww.anthropic.com\" target=\"_blank\" rel=\"noopener\">Claude\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fwww.deepseek.com\" target=\"_blank\" rel=\"noopener\">DeepSeek\u003C\u002Fa> 與 \u003Ca href=\"https:\u002F\u002Fopenai.com\" target=\"_blank\" rel=\"noopener\">OpenAI\u003C\u002Fa> 的 GPT 模型。使用者則可從 \u003Ca href=\"https:\u002F\u002Fsignal.org\" target=\"_blank\" rel=\"noopener\">Signal\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Ftelegram.org\" target=\"_blank\" rel=\"noopener\">Telegram\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fdiscord.com\" target=\"_blank\" rel=\"noopener\">Discord\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fwww.whatsapp.com\" target=\"_blank\" rel=\"noopener\">WhatsApp\u003C\u002Fa> 直接下指令，聊天紀錄與資料則保留在本機。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779413149174-svvn.png\" alt=\"OpenClaw 24.7萬星爆紅\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這種設計讓它比一般聊天機器人更像工作流中樞。它不是只回答問題，而是能持續記住上下文，並在多次對話後維持行為一致性。對需要反覆處理名單、訊息、檢查清單的團隊來說，這種「常駐式」助手比一次性的 prompt 更好用。\u003C\u002Fp>\u003Cp>它的技能系統也是關注焦點。技能放在資料夾中，以 SKILL.md 管理，可隨應用程式一起安裝，也可全域安裝，還能限定在特定 workspace。若同時存在多層技能，workspace 版本優先，這讓團隊可以把共用規則和專案規則分開管理。\u003C\u002Fp>\u003Cul>\u003Cli>以 TypeScript 與 Swift 撰寫\u003C\u002Fli>\u003Cli>採 MIT 授權，且支援跨平台\u003C\u002Fli>\u003Cli>源自 Steinberger 先前的助理專案 Clawd\u003C\u002Fli>\u003Cli>已被用於 prospect research、網站稽核與 CRM 工作\u003C\u002Fli>\u003C\u002Ful>\u003Cp>名稱變更本身也帶來話題。因 \u003Ca href=\"\u002Ftag\u002Fanthropic\">Anthropic\u003C\u002Fa> 提出商標疑慮，Clawdbot 先改成 Moltbot，3 天後又改為 OpenClaw。Steinberger 之後表示，Moltbot 聽起來不對，而就在同一時間，創業者 Matt Schlicht 推出 Moltbook，一個 \u003Ca href=\"\u002Ftag\u002Fai-agents\">AI agents\u003C\u002Fa> 社群網路，讓這個專案的討論度再往上推。\u003C\u002Fp>\u003Ch2>為什麼重要\u003C\u002Fh2>\u003Cp>OpenClaw 已經不是單純的聊天工具，而是測試 agent 權限邊界的案例。當系統同時碰 email、行事曆、訊息與外部模型時，它的效率會提高，但 prompt injection、資料外洩、誤觸發動作的風險也會一起上升。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779413151330-rpel.png\" alt=\"OpenClaw 24.7萬星爆紅\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>對開發者來說，這代表 agent 的競爭點不只在模型能力，還在權限設計、技能隔離、資料落地方式與可審計性。若一個第三方技能就能偷資料或誘發錯誤操作，那麼「能做更多事」就不再只是優勢，而是必須先回答的安全題。\u003C\u002Fp>\u003Cp>風險也已經進入管理層面。Cisco 研究人員指出，第三方 OpenClaw skill 可能外洩資料並執行 prompt injection；之後中國也限制部分國企與政府單位在辦公電腦上使用 OpenClaw 應用。與此同時，Tencent、Z.ai 等中國團隊又在改寫或包裝相關服務，顯示產業一邊採用、一邊收緊。\u003C\u002Fp>\u003Cp>更大的問題是治理。Steinberger 已表示將加入 \u003Ca href=\"https:\u002F\u002Fopenai.com\" target=\"_blank\" rel=\"noopener\">OpenAI\u003C\u002Fa>，而專案也計畫成立非營利基金會來管理。這讓 OpenClaw 不只是熱門 repo，而是一次公開壓力測試：當軟體開始替人做事，誰來定義它能做多少、出事時誰負責？\u003C\u002Fp>\u003Cp>OpenClaw 的熱度證明市場想要的是可執行任務的 agent，但它也提醒團隊，真正難的不是把工作自動化，而是把控制權收得住。\u003C\u002Fp>","OpenClaw 以 24.7 萬 GitHub stars、4.77 萬 forks 竄紅，從訊息機器人變成熱門 AI agent，也把權限、安全與治理問題推上檯面。","en.wikipedia.org","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FOpenClaw",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779413149174-svvn.png","ai-agent","zh","0c317df7-822d-4175-bb0b-4cb565400e88",[17,18,19,20,21,22],"OpenClaw","AI agent","GitHub stars","開源","prompt injection","權限安全",[24,25,26],"24.7 萬 stars、4.77 萬 forks，讓 OpenClaw 從工具變成開發者圈焦點。","它的價值在於可接訊息軟體與外部 LLM，還能把資料留在本機。","真正的爭議點不是功能，而是 agent 權限、安全與治理。",8,"2026-05-22T01:25:25.792918+00:00","2026-05-22T01:25:25.778+00:00","e3b68196-9e64-4c18-a3b6-a73e73bfb367",{"tags":32,"relatedLang":41,"relatedPosts":45},[33,35,36,38,40],{"name":17,"slug":34},"openclaw",{"name":18,"slug":13},{"name":19,"slug":37},"github-stars",{"name":21,"slug":39},"prompt-injection",{"name":20,"slug":20},{"id":15,"slug":42,"title":43,"language":44},"openclaw-247000-stars-47700-forks-en","OpenClaw: 247,000 GitHub stars, 47,700 forks","en",[46,52,58,64,70,76],{"id":47,"slug":48,"title":49,"cover_image":50,"image_url":50,"created_at":51,"category":13},"ef96a410-24bd-4e35-8536-439f21f820e6","claude-code-dynamic-workflow-ai-harness-zh","Claude Code 動態工作流：AI 自寫 Harness","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781035378200-qkm9.png","2026-06-09T20:02:21.942031+00:00",{"id":53,"slug":54,"title":55,"cover_image":56,"image_url":56,"created_at":57,"category":13},"9fb91fbe-64cd-4732-aba7-5b20daacf962","agent-orchestration-enterprise-ai-layer-zh","企業 AI 缺的是編排層","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780984981291-rodj.png","2026-06-09T06:02:30.929215+00:00",{"id":59,"slug":60,"title":61,"cover_image":62,"image_url":62,"created_at":63,"category":13},"2e389faa-a4ab-4f7a-b6da-c2ba69d5f14b","ai-agents-use-blockchain-trust-layer-zh","AI 代理用區塊鏈當信任層","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780980509390-6s0i.png","2026-06-09T04:48:01.259033+00:00",{"id":65,"slug":66,"title":67,"cover_image":68,"image_url":68,"created_at":69,"category":13},"1c433948-634b-47e4-a119-dd567203a712","8-rag-patterns-demos-into-prod-zh","8 種 RAG 模式把 Demo 變上線","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780971552397-h12o.png","2026-06-09T02:18:36.130013+00:00",{"id":71,"slug":72,"title":73,"cover_image":74,"image_url":74,"created_at":75,"category":13},"7d860405-aca6-486b-8de0-1c5193a3b06d","fine-tuning-beats-rag-style-not-facts-zh","當目標是文風不是事實時，微調比 RAG 更有效","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780924689232-5elu.png","2026-06-08T13:17:25.235242+00:00",{"id":77,"slug":78,"title":79,"cover_image":80,"image_url":80,"created_at":81,"category":13},"3d1e5ef7-8f31-4e57-b286-306825d7f38e","openclaw-small-business-ai-staff-zh","OpenClaw把AI變成夜班員工","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780904888882-6w0v.png","2026-06-08T07:47:27.229503+00:00",[83,88,93,98,103,108,113,118,123,128],{"id":84,"slug":85,"title":86,"created_at":87},"4ae1e197-1d3d-4233-8733-eafe9cb6438b","claude-now-uses-your-pc-to-finish-tasks-zh","Claude 開始幫你操作電腦","2026-03-26T07:20:48.457387+00:00",{"id":89,"slug":90,"title":91,"created_at":92},"5bede67f-e21c-413d-9ab8-54a3c3d26227","googles-2026-ai-agent-report-decoded-zh","Google 2026 AI Agent 報告解讀","2026-03-26T11:15:22.651956+00:00",{"id":94,"slug":95,"title":96,"created_at":97},"2987d097-563f-46c7-b76f-b558d8ef7c2b","kimi-k25-review-stronger-still-not-legend-zh","Kimi K2.5 評測：更強，但還不是神作","2026-03-27T07:15:55.277513+00:00",{"id":99,"slug":100,"title":101,"created_at":102},"95c9053b-e3f4-4cb5-aace-5c54f4c9e044","claude-code-controls-mac-desktop-zh","Claude Code 也能操控 Mac 了","2026-03-28T03:01:58.58121+00:00",{"id":104,"slug":105,"title":106,"created_at":107},"dc58e153-e3a8-4c06-9b96-1aa64eabbf5f","cloudflare-100x-faster-ai-agent-sandbox-zh","Cloudflare 的 AI 沙箱跑超快","2026-03-28T03:09:44.142236+00:00",{"id":109,"slug":110,"title":111,"created_at":112},"1c8afc56-253f-47a2-979f-1065ff072f2a","openai-backs-isara-agent-swarm-bet-zh","OpenAI 挺 Isara 的 agent swarm …","2026-03-28T03:15:27.513155+00:00",{"id":114,"slug":115,"title":116,"created_at":117},"7379b422-576e-45df-ad5a-d57a0d9dd467","openai-plan-automated-ai-researcher-zh","OpenAI 想做自動化 AI 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