[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-workflow":3},{"tag":4,"articles":10,"peer_article_count":149},{"id":5,"name":6,"slug":6,"article_count":7,"description_zh":8,"description_en":9},"ae341cc7-4a7c-4936-9326-6e76f12fa01d","workflow",4,"Workflow 指的是把零散的 AI 與工程動作串成可重複、可檢查的流程，從多代理協作、階段與檢查點設計，到 Claude Code 外掛、Kiro 與生資管線整合，都在解決同一件事：讓不穩定的模型輸出變成可控的開發作業。","Workflow covers the structured steps that turn AI-assisted work into repeatable engineering processes: multi-agent coordination, checkpoints, shared state, Claude Code plugins, and integrations like Kiro with bioinformatics pipelines. The focus is control, traceability, and fewer bottlenecks.",[11,20,27,34,41,48,56,63,71,78,85,92,99,107,114,121,128,135,142],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"c614316e-6910-49e8-83d1-da7e7c2c3e79","spec-kit-guided-ai-workflow-setup-zh","Spec Kit 把設定變成導引流程","我拆解 Spec Kit 的起手式，整理成一套可直接複製的 AI-agent 規格驅動設定模板。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782505105249-9o62.png","zh","2026-06-26T20:17:59.33633+00:00",{"id":21,"slug":22,"title":23,"summary":24,"category":16,"image_url":25,"cover_image":25,"language":18,"created_at":26},"8100f1b0-a28b-4860-86fb-6c73a41ecd6c","cdns-stock-page-turns-noise-into-watchlist-zh","CDNS 頁面變成監控清單","我把 Seeking Alpha 的 CDNS 頁面拆成一套更乾淨的股票監控流程，最後給你可直接複製的模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782268390133-iy9j.png","2026-06-24T02:32:49.699794+00:00",{"id":28,"slug":29,"title":30,"summary":31,"category":16,"image_url":32,"cover_image":32,"language":18,"created_at":33},"ff413f46-82bf-4bcb-a256-2a4c24f76a2b","wikipedia-foss-packages-tool-map-zh","Wikipedia FOSS 清單變工具地圖","把 Wikipedia 的 FOSS 清單拆成工具地圖，用來挑選、比較、收斂你真正需要的軟體堆疊。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781663598319-0ubt.png","2026-06-17T02:32:56.642555+00:00",{"id":35,"slug":36,"title":37,"summary":38,"category":16,"image_url":39,"cover_image":39,"language":18,"created_at":40},"d151c5d3-b298-499a-9524-f06d42a8b26b","songscription-turns-piano-audio-into-editable-sheet-music-zh","Songscription 讓鋼琴音檔變可編輯樂譜","我拆了 Songscription 的鋼琴轉譜流程，順手整理成可直接套用的工具評測模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781288303307-ll88.png","2026-06-12T18:17:55.667582+00:00",{"id":42,"slug":43,"title":44,"summary":45,"category":16,"image_url":46,"cover_image":46,"language":18,"created_at":47},"aa52c4a3-9a96-402b-8153-e152f9fd96bc","awesome-ai-summerschool-ai-events-shortlist-zh","Awesome AI Summer School 變短名單","我拆解一個 GitHub 清單怎麼把 AI 夏校變成可用短名單，最後附可直接貼上的篩選模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780905804300-zfvf.png","2026-06-08T08:02:46.455036+00:00",{"id":49,"slug":50,"title":51,"summary":52,"category":53,"image_url":54,"cover_image":54,"language":18,"created_at":55},"c92651ec-b626-49a2-bceb-230763733e3c","minimax-m3-engineer-workflow-agent-zh","MiniMax M3 讓工程師工作流更像代理","我把 MiniMax M3 拆成 6 個開發者能直接照搬的工作流技巧，重點是怎麼把長上下文、多模態和 agent 能力變成實際評測法。","model-release","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780754606789-1jpm.png","2026-06-06T14:02:54.658299+00:00",{"id":57,"slug":58,"title":59,"summary":60,"category":16,"image_url":61,"cover_image":61,"language":18,"created_at":62},"60918400-6f71-472c-a7c2-9ca219c81392","claude-code-dynamic-workflows-new-primitive-en-zh","Claude Code Dynamic Workflows：新原语來了","Anthropic 的 Dynamic Workflows 被解讀為把編排邏輯寫進程式碼的新原語，焦點在於它到底是 workflow 還是 agent。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780628571873-zwd8.png","2026-06-05T03:02:22.095066+00:00",{"id":64,"slug":65,"title":66,"summary":67,"category":68,"image_url":69,"cover_image":69,"language":18,"created_at":70},"83884a05-5421-47ba-a062-15218ffc1658","steelers-2026-camp-schedule-turns-chaos-into-plan-zh","Steelers 2026 camp 排成可用計畫","我把 Steelers 2026 camp schedule 拆成可直接複製的規劃模板，方便排程、採訪、旅行與內容流程。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780626814688-x8bc.png","2026-06-05T02:32:55.007695+00:00",{"id":72,"slug":73,"title":74,"summary":75,"category":16,"image_url":76,"cover_image":76,"language":18,"created_at":77},"9c9d8493-a290-4058-bcab-dc03c05476bf","chatgpt-updates-june-2026-playbook-zh","ChatGPT 更新變成 6 月 playbook","我把 2026 年 6 月 ChatGPT 更新拆成可抄的 release-note 分析模板，順手整理出產品與 agent 設計的實戰寫法。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780503519133-jmfa.png","2026-06-03T16:18:07.006985+00:00",{"id":79,"slug":80,"title":81,"summary":82,"category":16,"image_url":83,"cover_image":83,"language":18,"created_at":84},"d26c308a-4747-44eb-b752-3ed9dc23ea8e","aws-explains-ai-agents-workflow-zh","AWS 用一個流程講懂 AI Agent","我把 AWS 的 AI agent 說法拆成可直接照抄的工作流，補上規劃、工具、記憶與反思模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779994100558-biew.png","2026-05-28T18:47:50.042236+00:00",{"id":86,"slug":87,"title":88,"summary":89,"category":16,"image_url":90,"cover_image":90,"language":18,"created_at":91},"28344963-7f5e-46e2-9f6f-674355d2ec1e","github-trending-turns-noise-into-signal-zh","GitHub Trending 把噪音變訊號","我拆 GitHub Trending 的閱讀方法，整理成一套不被熱度帶著跑的掃 repo 流程，最後附可直接複製的模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779624389356-o459.png","2026-05-24T12:05:54.154397+00:00",{"id":93,"slug":94,"title":95,"summary":96,"category":68,"image_url":97,"cover_image":97,"language":18,"created_at":98},"2f43b272-f30c-4a84-8432-3a17c24a6b76","fde-corporate-ai-adoption-playbook-zh","FDE 讓企業 AI 從 Demo 變上線","拆解 Microsoft 與 EY 的企業 AI 推進法，重點放在 FDE、顧問與流程落地怎麼一起賣，最後附可直接套用的 adoption 模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779524186608-bk2t.png","2026-05-23T08:15:59.841122+00:00",{"id":100,"slug":101,"title":102,"summary":103,"category":104,"image_url":105,"cover_image":105,"language":18,"created_at":106},"91b985e1-7bbe-4607-9ac7-0692f3ab43ad","how-to-use-roboflow-mcp-in-claude-code-zh","怎麼用 Roboflow MCP 搭 Claude Code","這篇教你在 Claude Code 內連接 Roboflow MCP，從終端機建立專案、上傳影像、訓練模型，並執行 computer vision Workflow。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779508561046-side.png","2026-05-23T03:55:34.622394+00:00",{"id":108,"slug":109,"title":110,"summary":111,"category":104,"image_url":112,"cover_image":112,"language":18,"created_at":113},"29ed2f08-0c21-47a8-af71-6a4d37626c2e","qclaw-stock-analysis-system-template-zh","Qclaw 把選股變成工作流","我把 Qclaw 拆成可直接抄的選股工作流：抓資料、做篩選、留筆記、發提醒。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779491769171-81df.png","2026-05-22T23:15:44.569269+00:00",{"id":115,"slug":116,"title":117,"summary":118,"category":104,"image_url":119,"cover_image":119,"language":18,"created_at":120},"3ee7a75a-d5c8-4b02-98aa-c37375a97efc","grok-build-turns-xai-into-coding-agent-zh","Grok Build 把 xAI 變成寫碼代理","我拆 xAI 的 Grok Build 怎麼從聊天模型變成 coding agent，順手給你一份可直接拿去評估工具的模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779174862341-tgpr.png","2026-05-19T07:13:53.361224+00:00",{"id":122,"slug":123,"title":124,"summary":125,"category":104,"image_url":126,"cover_image":126,"language":18,"created_at":127},"8593e416-9a55-4911-bbf1-d1d4319075a6","deerflow-2-0-agent-orchestration-framework-zh","DeerFlow 2.0：把 Agent 變工作流","DeerFlow 2.0 是一個開源 AI agent 編排框架，把長任務拆成子代理、沙盒執行與持久記憶，適合研究、寫程式與多步驟工作流。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778188249264-yjzp.png","2026-05-07T21:10:32.997956+00:00",{"id":129,"slug":130,"title":131,"summary":132,"category":104,"image_url":133,"cover_image":133,"language":18,"created_at":134},"f90f5880-c4f9-4ecd-ade1-3d3fa05dd527","multi-agent-coding-distributed-systems-zh","多代理寫程式像分散式系統","Hacker News 一篇討論把多代理寫程式比作分散式系統。重點不是模型多聰明，而是怎麼用階段、檢查點、共享狀態，把不穩定的 LLM 變成可控流程。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776643621941-qy36.png","2026-04-20T00:06:35.013148+00:00",{"id":136,"slug":137,"title":138,"summary":139,"category":16,"image_url":140,"cover_image":140,"language":18,"created_at":141},"4cbaa31a-f971-4bb3-8607-96d12e6548aa","kiro-aws-healthomics-bioinformatics-workflow-zh","Kiro 搭 HealthOmics，生資流程少卡關","AWS 把 Kiro 接上 HealthOmics，主打把生資 workflow 建置速度拉高 2 倍以上；一個 RNA-seq migration 甚至從數天縮到半天內。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775167427064-u1q3.png","2026-04-02T22:03:31.71144+00:00",{"id":143,"slug":144,"title":145,"summary":146,"category":16,"image_url":147,"cover_image":147,"language":18,"created_at":148},"e5a9fc8a-625e-42a2-9917-e64215859c02","claude-code-superpowers-vs-everything-claude-code-workflow-zh","Superpowers vs Everything Claude Code：誰更值得用","Claude Code 社群最受歡迎的兩款工作流插件各有千秋。Superpowers 強調文件驅動與可控性，Everything Claude Code 則依賴強大的上下文管理。選哪一個，取決於你的專案規模和模型等級。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774834814157-kvb0.png","2026-03-30T01:24:46.679925+00:00",3]