[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-openclaw-6-yue-ce-shi-ban-xian-xiu-5-ge-fa-bu-feng-xian-zh":3,"article-related-openclaw-6-yue-ce-shi-ban-xian-xiu-5-ge-fa-bu-feng-xian-zh":33,"series-industry-a65a208b-9126-4bd2-8efa-45950de105c7":84},{"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":25,"views":29,"created_at":30,"published_at":31,"topic_cluster_id":32},"a65a208b-9126-4bd2-8efa-45950de105c7","openclaw-6-yue-ce-shi-ban-xian-xiu-5-ge-fa-bu-feng-xian-zh","OpenClaw 6 月測試版先修 5 個發布風險","\u003Cp data-speakable=\"summary\">這篇整理 \u003Ca href=\"\u002Ftag\u002Fopenclaw\">OpenClaw\u003C\u002Fa> 2026.6.5-beta.2 的 5 項修補，幫你判斷是否該升級、先驗證哪裡，以及哪些風險已經被補上。\u003C\u002Fp>\u003Cp>這版測試版把焦點放在 5 個常見失誤點：模型輸出外洩、\u003Ca href=\"\u002Fnews\u002Frust-cli-project-5-practical-steps-zh\">工具\u003C\u002Fa>回傳格式、供應商中斷復原、跨通道相容性，以及發版驗證。看完這份清單，你可以更快決定要不要把它放進測試環境，還是等下一版再上。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>變更重點\u003C\u002Fth>\u003Cth>實際影響\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>輸出邊界\u003C\u002Ftd>\u003Ctd>QQBot 送出前會先移除推理與思考標記\u003C\u002Ftd>\u003Ctd>使用者只看到最終答案，不會看到內部推理草稿\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>MCP／工具處理\u003C\u002Ftd>\u003Ctd>非文字、圖片以外的區塊在 materialize 階段被轉正\u003C\u002Ftd>\u003Ctd>降低 Anthropic 400 錯誤與對話歷史污染\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>供應商復原\u003C\u002Ftd>\u003Ctd>Anthropic、Vertex 與冷卻流程復原更完整\u003C\u002Ftd>\u003Ctd>快取過期或重啟後，比較不容易卡死\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>平台支援\u003C\u002Ftd>\u003Ctd>Parallel 搜尋、Matrix 語音／討論串流程、驗證儲存更新\u003C\u002Ftd>\u003Ctd>更多通道與安裝情境可以正常運作\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>發版安全\u003C\u002Ftd>\u003Ctd>月份補丁編號、遷移修正、CI 收緊\u003C\u002Ftd>\u003Ctd>驗證更清楚，發佈風險更低\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>1. 輸出邊界先收緊\u003C\u002Fh2>\u003Cp>這版最直接看得見的變化，是 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw\">OpenClaw\u003C\u002Fa> 在 QQBot 的回覆流程中，會先把模型的推理與思考標記移除，再送到使用者端。換句話說，使用者拿到的是最終答案，不是模型內部的草稿內容。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780903995622-rwj4.png\" alt=\"OpenClaw 6 月測試版先修 5 個發布風險\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這件事不只影響 QQBot，還連動修掉其他邊界問題，例如飛書合併內容與 ClickClack 回覆工具的處理方式。核心原則很簡單：模型內部產生的中間訊息，不該直接進到使用者看得到的對話裡。\u003C\u002Fp>\u003Cul>\u003Cli>QQBot 會先去掉思考標記，再送出原生回覆。\u003C\u002Fli>\u003Cli>飛書串流卡片保留合併內容，不會亂掉。\u003C\u002Fli>\u003Cli>ClickClack 的回覆工具會尊重 \u003Ccode>toolsAllow\u003C\u002Fcode>。\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>2. MCP 工具回傳更穩\u003C\u002Fh2>\u003Cp>OpenClaw 這次把 \u003Ca href=\"\u002Ftag\u002Fmcp\">MCP\u003C\u002Fa> 工具回傳的處理點放在 materialize 邊界，像資源連結、音訊、格式不完整的圖片區塊，以及未來可能出現的非文字內容，都會先被轉成可安全傳遞的形式。這能減少工具回傳一複雜，後端就報錯的情況。\u003C\u002Fp>\u003Cp>實際效果是 \u003Ca href=\"\u002Ftag\u002Fanthropic\">Anthropic\u003C\u002Fa> 的 400 錯誤變少，工具呼叫後的會話歷史也比較不會被污染。對有接 MCP 的團隊來說，這類修補很重要，因為一筆異常工具資料就可能拖垮整段對話。\u003C\u002Fp>\u003Ccode>resource_link → 安全文字化\nresource → 安全文字化\naudio → 先處理再轉供應商格式\n格式不完整的圖片 → 正規化或明確拒絕\u003C\u002Fcode>\u003Ch2>3. 供應商復原與模型解析更完整\u003C\u002Fh2>\u003Cp>這版也處理了幾個「狀態變了，服務卻還以為沒變」的問題。Anthropic 的 extended-thinking 會話，在提示快取過期或 Gateway 重啟後，現在能更順利復原；\u003Ca href=\"\u002Ftag\u002Fgoogle\">Google\u003C\u002Fa> Vertex 的 ADC 使用者也重新拿得到靜態目錄列與執行期模型解析。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780903992826-vpp3.png\" alt=\"OpenClaw 6 月測試版先修 5 個發布風險\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>另外，冷卻與驗證流程也加了保護。單一供應商的冷卻復原會重新探測主供應商，未知模型的驗證會保守處理，不會因為資訊不完整就誤判成可用。這些修正看起來細，但對穩定性很關鍵。\u003C\u002Fp>\u003Cul>\u003Cli>Anthropic 串流啟動會等待 \u003Ccode>message_start\u003C\u002Fcode>。\u003C\u002Fli>\u003Cli>Vertex ADC 的目錄列與執行期解析恢復正常。\u003C\u002Fli>\u003Cli>冷卻復原會重新探測主要供應商。\u003C\u002Fli>\u003Cli>未知模型會被當成未知，而不是直接放行。\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>4. 通道與整合覆蓋面擴大\u003C\u002Fh2>\u003Cp>這個測試版也把可用範圍往外推。Parallel 現在以網頁搜尋供應商的形式被納入，包含 API 金鑰偵測與導入流程；Matrix 則補上語音備註的前置檢查，以及討論串讀取與回覆的感知能力。\u003C\u002Fp>\u003Cp>驗證與外掛安裝的狀態也更穩。驗證設定檔改放到 SQLite，\u003Ca href=\"\u002Fnews\u002Frustup-rust-official-toolchain-installer-zh\">官方\u003C\u002Fa> npm 外掛安裝紀錄保留可信固定版本，ClawHub 技能則能透過解析後的安裝 API 從 \u003Ca href=\"\u002Ftag\u002Fgithub\">GitHub\u003C\u002Fa> 倉庫安裝。對多通道部署來說，這代表可覆蓋的情境又多了一層。\u003C\u002Fp>\u003Cul>\u003Cli>Parallel 搜尋有了內建供應商支援與說明。\u003C\u002Fli>\u003Cli>Matrix 在處理提及前會先檢查語音備註。\u003C\u002Fli>\u003Cli>Matrix 討論串讀取與回覆可跨分頁延續。\u003C\u002Fli>\u003Cli>ClawHub 可安裝帶固定版本的 GitHub 技能。\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>5. 發版與 CI 安全再加固\u003C\u002Fh2>\u003Cp>這次更新也碰了發版制度本身。\u003Ca href=\"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002Fopenclaw\">OpenClaw\u003C\u002Fa> 改成 YYYY.M.PATCH 的月補丁編號方式，過渡前的標籤仍保留相容性，而 2026 年 6 月則在這個 beta 之後對應到 2026.6.5。這讓版本閱讀和比較都更\u003Ca href=\"\u002Fnews\u002Fllms-stumble-counterintuitive-probability-zh\">直覺\u003C\u002Fa>。\u003C\u002Fp>\u003Cp>CI 與驗證流程也收得更緊。發版說明提到完整的 release CI 報告、npm 預檢與完整驗證執行，另外還補上測試狀態隔離，降低雜訊失敗。對維護發版管線的人來說，這一段比單一功能更值得先看。\u003C\u002Fp>\u003Ccode>release-evidence.md\nnpm 套件：openclaw@2026.6.5-beta.2\ntarball：openclaw-2026.6.5-beta.2.tgz\nintegrity：sha512-6Bmx2rlReO1MOEi9ehuhsVO59keQ1xQQ8\u002FPvwbNq0CatJkNwyCX\u002FMBlhWrscByYAmBl6JCOSr+cLejoDk1sDBA==\u003C\u002Fcode>\u003Ch2>哪種適合你\u003C\u002Fh2>\u003Cp>如果你最在意的是使用者端看到的內容是否乾淨，先看第 1 項；如果你常碰到工具回傳或供應商錯誤，第 2、3 項會最有感；如果你管的是多通道部署或外掛生態，第 4 項比較重要。\u003C\u002Fp>\u003Cp>若你負責版本發佈或 CI，直接看第 5 項就能判斷這版值不值得進入測試流程。整體來說，這不是只修一個大功能的版本，而是把容易出事的接縫一個個補起來。\u003C\u002Fp>","5 項修補一次看懂：OpenClaw 2026.6.5-beta.2 先處理輸出邊界、工具回傳、供應商復原與發版安全，適合評估是否升級。","github.com","https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw\u002Freleases",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780903995622-rwj4.png","industry","zh","5f2d2687-5f73-4c42-a9e7-a3a72c8a7d29",[17,18,19,20,21,22,23,24],"OpenClaw","測試版","MCP","供應商復原","CI 驗證","QQBot","Matrix","Parallel 搜尋",[26,27,28],"先看輸出邊界，能判斷使用者端內容是否已經穩定。","MCP 與供應商復原是這版最值得測試的兩個技術重點。","若你管發版流程，第 5 項會直接影響是否升版。",0,"2026-06-08T07:32:37.270234+00:00","2026-06-08T07:32:37.254+00:00","caa87b65-9bbc-46fe-bba8-4f4158dd2d8b",{"tags":34,"relatedLang":43,"relatedPosts":47},[35,36,38,40,41],{"name":18,"slug":18},{"name":19,"slug":37},"mcp",{"name":17,"slug":39},"openclaw",{"name":20,"slug":20},{"name":21,"slug":42},"ci-驗證",{"id":15,"slug":44,"title":45,"language":46},"openclaw-june-beta-fixes-release-risks-en","OpenClaw’s June beta fixes 5 release risks","en",[48,54,60,66,72,78],{"id":49,"slug":50,"title":51,"cover_image":52,"image_url":52,"created_at":53,"category":13},"1a27d4e0-1fa2-44d8-b0fa-ed45f33660c9","oracle-oke-kubernetes-support-schedule-zh","Oracle OKE 的 Kubernetes 支援節奏","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780912976158-zpsu.png","2026-06-08T10:02:25.111162+00:00",{"id":55,"slug":56,"title":57,"cover_image":58,"image_url":58,"created_at":59,"category":13},"1021447f-a63b-41f8-b4dc-78c162abf14e","crowdstrike-docker-kubernetes-cryptojacking-zh","CrowdStrike 揭露 Docker、Kubernetes 挖礦攻擊","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780912068788-qm6z.png","2026-06-08T09:47:21.114563+00:00",{"id":61,"slug":62,"title":63,"cover_image":64,"image_url":64,"created_at":65,"category":13},"962478b8-9498-4678-9a6d-57737cb61e75","fets-rally-is-a-sector-trade-not-conviction-bet-zh","FET 的反彈是板塊交易，不是信念下注","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780911170287-3n4n.png","2026-06-08T09:32:20.683549+00:00",{"id":67,"slug":68,"title":69,"cover_image":70,"image_url":70,"created_at":71,"category":13},"2c2164b3-25ea-4225-af7a-271f474ee158","60b-spacex-cursor-deal-ai-cash-burn-zh","SpaceX 擬 600 億收購 Cursor","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780908474341-0zt5.png","2026-06-08T08:47:21.225735+00:00",{"id":73,"slug":74,"title":75,"cover_image":76,"image_url":76,"created_at":77,"category":13},"f8c19369-7ba4-4d4a-84ed-3ffe223b8fdb","portsmouth-ai-buildout-energy-infrastructure-zh","Portsmouth 證明 AI 擴建應該跟著能源基礎設施走","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780895868524-35q8.png","2026-06-08T05:17:21.27969+00:00",{"id":79,"slug":80,"title":81,"cover_image":82,"image_url":82,"created_at":83,"category":13},"13040748-79b4-4554-92c6-c3eca7649760","canada-scip-890m-sovereign-ai-compute-zh","加拿大砸 8900 萬加幣建主權 AI 算力","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780894976392-k03t.png","2026-06-08T05:02:30.337324+00:00",[85,90,95,100,105,110,115,120,125,130],{"id":86,"slug":87,"title":88,"created_at":89},"ee073da7-28b3-4752-a319-5a501459fb87","ai-in-2026-what-actually-matters-now-zh","2026 AI 真正重要的事","2026-03-26T07:09:12.008134+00:00",{"id":91,"slug":92,"title":93,"created_at":94},"83bd1795-8548-44c9-9a7e-de50a0923f71","trump-ai-framework-power-speech-state-preemption-zh","川普 AI 框架瞄準電力、言論與州權","2026-03-26T07:12:18.695466+00:00",{"id":96,"slug":97,"title":98,"created_at":99},"ea6be18b-c903-4e54-97b7-5f7447a612e0","nvidia-gtc-2026-big-ai-announcements-zh","NVIDIA GTC 2026 重點拆解","2026-03-26T07:14:26.62638+00:00",{"id":101,"slug":102,"title":103,"created_at":104},"4bcec76f-4c36-4daa-909f-54cd702f7c93","claude-users-spreading-out-and-getting-better-zh","Claude 用戶更分散，也更會用","2026-03-26T07:22:52.325888+00:00",{"id":106,"slug":107,"title":108,"created_at":109},"bd903b15-2473-4178-9789-b7557816e535","openclaw-raises-hard-question-for-ai-models-zh","OpenClaw 逼問 AI 模型價值","2026-03-26T07:24:54.707486+00:00",{"id":111,"slug":112,"title":113,"created_at":114},"eeac6b9e-ad9d-4831-8eec-8bba3f9bca6a","gap-google-gemini-checkout-fashion-search-zh","Gap 把結帳搬進 Gemini","2026-03-26T07:28:23.937768+00:00",{"id":116,"slug":117,"title":118,"created_at":119},"0740e53f-605d-4d57-8601-c10beb126f3c","google-pushes-gemini-transition-to-march-2026-zh","Google 把 Gemini 轉換延到 2026 年 3…","2026-03-26T07:30:12.825269+00:00",{"id":121,"slug":122,"title":123,"created_at":124},"e660d801-2421-4529-8fa9-86b82b066990","metas-llama-4-benchmark-scandal-gets-worse-zh","Meta Llama 4 分數風波又擴大","2026-03-26T07:34:21.156421+00:00",{"id":126,"slug":127,"title":128,"created_at":129},"183f9e7c-e143-40bb-a6d5-67ba84a3a8bc","accenture-mistral-ai-sovereign-enterprise-deal-zh","Accenture 攜手 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