[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-openclaw-324-fixes-skills-setup-friction-zh":3,"article-related-openclaw-324-fixes-skills-setup-friction-zh":28,"series-ai-agent-804fba52-1baf-4f99-b3d7-5f1807b77226":79},{"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":11,"views":25,"created_at":26,"published_at":27,"topic_cluster_id":11},"804fba52-1baf-4f99-b3d7-5f1807b77226","openclaw-324-fixes-skills-setup-friction-zh","OpenClaw 3.24 降低 Skills 設定門檻","\u003Cp>\u003Ca href=\"https:\u002F\u002Fopenclaw.dev\" target=\"_blank\" rel=\"noopener\">OpenClaw\u003C\u002Fa> 3.24 上線了。這版最實際的改動，是 Skills 安裝終於有引導流程。以前裝到一半卡住，現在系統會直接告訴你缺什麼。\u003C\u002Fp>\u003Cp>另外，它也修了媒體檔案存取繞過漏洞。這種問題很煩，因為它不是功能缺一塊，而是安全邊界出了洞。對開發者來說，這版很像在補產品骨架。\u003C\u002Fp>\u003Cp>如果你常把 \u003Ca href=\"\u002Fnews\u002Fai-agents-moving-into-real-work-zh\">AI\u003C\u002Fa> 助理接到聊天工具、容器環境、或內部 API，這次更新值得看一下。它不是只加新功能，而是把一些老問題收乾淨。\u003C\u002Fp>\u003Ch2>Skills 安裝終於不再像猜謎\u003C\u002Fh2>\u003Cp>OpenClaw 3.24 最有感的地方，就是 Skills 安裝流程。以前你可能安裝了某個 Skill，結果只看到缺依賴、缺設定、缺 API key，然後整個流程斷掉。現在它會先檢查狀態，再告訴你下一步。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775058259836-hmuw.png\" alt=\"OpenClaw 3.24 降低 Skills 設定門檻\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>講白了，這就是把「自己找答案」改成「系統帶你走」。對工具型產品來說，這差很多。因為使用者不是不想用，是不想花 20 分鐘猜錯在哪。\u003C\u002Fp>\u003Cp>OpenClaw 內建的 Skills 也不少，像 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw\" target=\"_blank\" rel=\"noopener\">OpenClaw\u003C\u002Fa> 社群常提到的 coding-\u003Ca href=\"\u002Fnews\u002Ftrm-labs-ai-agents-crypto-investigations-zh\">agen\u003C\u002Fa>t、gh-issues、openai-whisper-api、session-logs、tmux、trello、weather 等。這些東西一旦設定門檻太高，最後就會變成擺設。\u003C\u002Fp>\u003Cul>\u003Cli>新增一鍵安裝的 Skills recipe。\u003C\u002Fli>\u003Cli>主控台分成 All、Ready、Needs Setup、Disabled。\u003C\u002Fli>\u003Cli>每個 Skill 都有細節視窗。\u003C\u002Fli>\u003Cli>把「missing」改成「needs setup」。\u003C\u002Fli>\u003C\u002Ful>\u003Cp>這個字眼改動很小，但 UX 差很多。「missing」像報錯。「needs setup」像提醒。對客服、文件、和 onboarding 來說，這類字眼會直接影響使用者心情。\u003C\u002Fp>\u003Cp>我覺得這次最聰明的地方，是它沒有把問題包裝成魔法。它就是老實告訴你：現在能不能用，差哪一步。這種設計通常比炫技有用。\u003C\u002Fp>\u003Ch2>主控台和側欄也順眼多了\u003C\u002Fh2>\u003Cp>OpenClaw 3.24 也重做了主控台。macOS 版把原本的橫向膠囊按鈕，換成樹狀側欄。這不是炫技，是把資訊層級講清楚。\u003C\u002Fp>\u003Cp>以前那種排法，常常讓人找功能找半天。現在側欄可以展開、縮合、縮排，分類關係一眼就懂。這種改法很像 \u003Ca href=\"https:\u002F\u002Fcode.visualstudio.com\u002F\" target=\"_blank\" rel=\"noopener\">Visual Studio Code\u003C\u002Fa> 的思路，熟悉，但有效。\u003C\u002Fp>\u003Cp>它也改了 Agent workspace 的檔案預覽。Markdown 預覽改成 lazy-load，還支援 headings、lists、code blocks、tables、quote blocks、details。這代表它開始重視閱讀體驗，不只是把內容吐出來而已。\u003C\u002Fp>\u003Cblockquote>“A good interface is the one you barely notice.” — Jony Ive\u003C\u002Fblockquote>\u003Cp>這句話放在這版很貼切。OpenClaw 3.24 沒有一直喊新概念。它做的是把使用流程變短，把視覺噪音變少。\u003C\u002Fp>\u003Cp>對常用聊天式 AI 工具的人來說，介面一亂，整個體驗就會掉下來。尤其你每天都要切換 Skills、訊息、設定、和權限時，少一步就是省時間。\u003C\u002Fp>\u003Ch2>安全修補和 Teams 支援才是硬貨\u003C\u002Fh2>\u003Cp>這版另一個重點，是修掉媒體檔案存取繞過漏洞。問題出在 alias paths，像 mediaUrl 和 fileUrl 這類路徑，可能讓本來不該碰到的檔案被存取。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775058282415-94kr.png\" alt=\"OpenClaw 3.24 降低 Skills 設定門檻\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這不是小事。因為一旦訊息、工具動作、和檔案權限混在一起，任何邊界沒關好的地方都可能出事。OpenClaw 這次把 bypass 路徑關掉，也把工具動作和訊息動作的媒體邊界管得更死。\u003C\u002Fp>\u003Cp>它還修了不少聊天渠道問題，包含 \u003Ca href=\"https:\u002F\u002Fdiscord.com\u002F\" target=\"_blank\" rel=\"noopener\">Discord\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Ftelegram.org\u002F\" target=\"_blank\" rel=\"noopener\">Telegram\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fwww.whatsapp.com\u002F\" target=\"_blank\" rel=\"noopener\">WhatsApp\u003C\u002Fa>，還有 \u003Ca href=\"https:\u002F\u002Fwww.microsoft.com\u002Fen-us\u002Fmicrosoft-teams\u002Fgroup-chat-software\" target=\"_blank\" rel=\"noopener\">Microsoft Teams\u003C\u002Fa>。如果你的團隊真的拿這些工具跑流程，這些 bug 不是細節，是日常痛點。\u003C\u002Fp>\u003Cul>\u003Cli>WhatsApp 群組回覆不再重複處理。\u003C\u002Fli>\u003Cli>Telegram forum routing 可正確處理 #General。\u003C\u002Fli>\u003Cli>Discord timeout 會顯示提示，不會安靜消失。\u003C\u002Fli>\u003Cli>Teams 支援 message editing 和 deletion。\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Teams 的改動尤其實用。現在它支援 streaming replies、welcome cards、thinking 狀態、和 native AI tags。這讓它比較像正式產品，不像臨時接上的 bot。\u003C\u002Fp>\u003Cp>說真的，message editing 和 de\u003Ca href=\"\u002Fnews\u002Ftrust-wallet-ai-agents-crypto-trades-zh\">let\u003C\u002Fa>ion 這種功能很土，但很有用。AI 回錯一次很正常。能改、能刪、能重送，才是真的能上線。\u003C\u002Fp>\u003Ch2>開發者會在意的，是 API 和容器支援\u003C\u002Fh2>\u003Cp>對開發者來說，OpenClaw 3.24 也補了 OpenAI 相容介面。它新增了 \u003Ca href=\"https:\u002F\u002Fplatform.openai.com\u002Fdocs\u002Fapi-reference\u002Fmodels\" target=\"_blank\" rel=\"noopener\">\u002Fv1\u002Fmodels\u003C\u002Fa> 和 \u003Ca href=\"https:\u002F\u002Fplatform.openai.com\u002Fdocs\u002Fguides\u002Fembeddings\" target=\"_blank\" rel=\"noopener\">\u002Fv1\u002Fembeddings\u003C\u002Fa>。這兩個端點很常見，但很多相容伺服器都會漏。\u003C\u002Fp>\u003Cp>這很重要。因為你一旦要接現成的 client，模型清單和 embeddings 幾乎都會碰到。少了這些端點，你就得自己補 glue code，然後整個整合時間翻倍。\u003C\u002Fp>\u003Cp>它也放寬了 model override 參數，讓 chat 和 responses endpoint 可以指定模型。這對做 RAG、測試不同模型、或切換成本策略的人來說，實用度很高。\u003C\u002Fp>\u003Cp>版本檢查也更清楚了。現在 \u003Ca href=\"https:\u002F\u002Fnodejs.org\u002Fen\" target=\"_blank\" rel=\"noopener\">Node.js\u003C\u002Fa> 22.14 以上才支援，官方也建議 Node 24。更新前會先檢查版本，避免你升級到一半才爆掉。\u003C\u002Fp>\u003Cp>另外，它還加了 \u003Ca href=\"https:\u002F\u002Fwww.docker.com\u002F\" target=\"_blank\" rel=\"noopener\">Docker\u003C\u002Fa> 和 \u003Ca href=\"https:\u002F\u002Fpodman.io\u002F\" target=\"_blank\" rel=\"noopener\">Podman\u003C\u002Fa> 的容器參數。你可以用 --container 或 OPENCLAW_CONTAINER 變數，讓指令直接在 live container 裡跑。這對 container-first 團隊很方便。\u003C\u002Fp>\u003Cp>還有一個 before_dispatch hook。它帶有正規化後的 inbound metadata。插件作者如果要抓訊息上下文，現在會更順手。\u003C\u002Fp>\u003Ch2>這版透露了 OpenClaw 的方向\u003C\u002Fh2>\u003Cp>OpenClaw 3.24 沒有走那種「一次塞很多炫功能」的路線。它在做的，是把安裝、介面、安全、和相容性這幾塊補齊。這種更新看起來不華麗，但很像產品真的要進入可用階段。\u003C\u002Fp>\u003Cp>我覺得這版最值得肯定的，是它把 Skills、聊天渠道、和 API 當成同一個系統來修。很多產品會把這些拆開看，結果每一塊都能用，合在一起卻很卡。OpenClaw 這次有在避免這種問題。\u003C\u002Fp>\u003Cp>如果你是使用者，最直接的感受應該是：裝 Skills 不再那麼煩。 如果你是開發者，重點會是相容 API、容器支援、和更乾淨的 hook 設計。這些都會影響你要不要把它放進正式流程。\u003C\u002Fp>\u003Cp>接下來我會盯兩件事：第一，Skills 生態能不能真的長起來。第二，Teams 和聊天渠道的穩定性，能不能撐住更大的部署量。這兩個如果做好，OpenClaw 才算真的站穩。\u003C\u002Fp>\u003Cp>如果你現在有在用 OpenClaw，我會建議先升到 3.24，再重跑一次 Skills 設定。你可能會省掉一堆除錯時間。這比追新模型更實際。\u003C\u002Fp>","OpenClaw 3.24 加入 Skills 引導安裝、重整主控台介面，並修補媒體檔案存取繞過漏洞，同時強化 Teams 與 API 相容性。","eu.36kr.com","https:\u002F\u002Feu.36kr.com\u002Fen\u002Fp\u002F3739700371652615",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775058259836-hmuw.png","ai-agent","zh","82312688-f2a7-4038-b9de-1c26576135db",[17,18,19,20,21,22,23,24],"OpenClaw","AI 助理","Skills","Teams","API 相容性","安全修補","Docker","Podman",5,"2026-04-01T13:06:30.953525+00:00","2026-04-01T13:06:30.867+00:00",{"tags":29,"relatedLang":38,"relatedPosts":42},[30,32,34,36],{"name":24,"slug":31},"podman",{"name":17,"slug":33},"openclaw",{"name":23,"slug":35},"docker",{"name":37,"slug":37},"skills",{"id":15,"slug":39,"title":40,"language":41},"openclaw-324-fixes-skills-setup-friction-en","OpenClaw 3.24 Fixes “needs setup” Skills Install","en",[43,49,55,61,67,73],{"id":44,"slug":45,"title":46,"cover_image":47,"image_url":47,"created_at":48,"category":13},"cd51c43c-312b-4bcf-a6b2-b3217c4e05b7","llm-wikis-beat-raw-rag-knowledge-work-zh","LLM 維護的 wiki 比原始 RAG 更適合真正的知識工作","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782760669415-7e3l.png","2026-06-29T19:17:20.761542+00:00",{"id":50,"slug":51,"title":52,"cover_image":53,"image_url":53,"created_at":54,"category":13},"cde225a8-eb8e-4724-a089-77f36af0e8a6","mcps-new-primitives-make-agent-middleware-obsolete-zh","MCP 的新原語，正在淘汰自製 agent middleware","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782748974384-f5w9.png","2026-06-29T16:02:24.789168+00:00",{"id":56,"slug":57,"title":58,"cover_image":59,"image_url":59,"created_at":60,"category":13},"6e37d84c-aa27-4d4d-bbf1-81c47dc4522d","mcp-servers-ai-workflows-explained-zh","MCP Server 讓 AI 工具接上工作流","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782747180723-q3gs.png","2026-06-29T15:32:33.536175+00:00",{"id":62,"slug":63,"title":64,"cover_image":65,"image_url":65,"created_at":66,"category":13},"a5333ae2-bfd1-434a-92dd-575e824538c3","openmontage-open-source-ai-video-production-zh","OpenMontage 證明 AI 影片製作該由開源接管","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782685072512-v02f.png","2026-06-28T22:17:22.846394+00:00",{"id":68,"slug":69,"title":70,"cover_image":71,"image_url":71,"created_at":72,"category":13},"caea04da-9e30-4eb8-bb08-2ac3afc4f09e","gemini-35-flash-computer-use-safeguards-zh","Gemini 3.5 Flash 讓你寫電腦操作腳本","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782681504454-c1ly.png","2026-06-28T21:17:56.883563+00:00",{"id":74,"slug":75,"title":76,"cover_image":77,"image_url":77,"created_at":78,"category":13},"362a448e-b40e-437c-9529-94b0fd6a7689","design-md-bridge-taste-to-ui-scaffolds-zh","DESIGN.md 是把品味變成 UI 骨架的缺失橋樑","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782586072806-w93e.png","2026-06-27T18:47:23.886521+00:00",[80,85,90,95,100,105,110,115,120,125],{"id":81,"slug":82,"title":83,"created_at":84},"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":86,"slug":87,"title":88,"created_at":89},"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":91,"slug":92,"title":93,"created_at":94},"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":96,"slug":97,"title":98,"created_at":99},"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":101,"slug":102,"title":103,"created_at":104},"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":106,"slug":107,"title":108,"created_at":109},"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":111,"slug":112,"title":113,"created_at":114},"7379b422-576e-45df-ad5a-d57a0d9dd467","openai-plan-automated-ai-researcher-zh","OpenAI 想做自動化 AI 研究員","2026-03-28T03:17:42.090548+00:00",{"id":116,"slug":117,"title":118,"created_at":119},"48c9889e-86df-450b-a356-e4a4b7c83c5b","harness-engineering-ai-agent-reliability-2026-zh","駕馭工程：從「馬具」到「作業系統」，AI Agent 可靠性的終極密碼","2026-03-31T06:42:53.556721+00:00",{"id":121,"slug":122,"title":123,"created_at":124},"96d8e8c8-1edd-475d-9145-b1e7a1b02b65","mcp-explained-from-prompts-to-production-zh","MCP 怎麼把提示詞變工作流","2026-04-01T09:24:39.321274+00:00",{"id":126,"slug":127,"title":128,"created_at":129},"f2ca7720-b471-4ce5-9336-2a9ac2a876fd","amazon-bedrock-agents-multi-agent-workflows-zh","Amazon Bedrock Agents 進入多代理工作流","2026-04-01T09:30:29.945429+00:00"]