{
  "date": "2026-09-24",
  "sections": [
    {
      "section": "ai-daily",
      "status": "ok",
      "message": "部分來源暫時無法取得：OpenAI",
      "source": "官方 RSS＋Hacker News Algolia API",
      "fetched_at": "2026-09-24T09:43:48.535Z",
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            "rank": 1,
            "title": "How to Use NVIDIA Warp and MjWarp to Accelerate Robotics Simulation and Learning Workflows",
            "url": "https://huggingface.co/blog/nvidia/how-to-use-nvidia-warp-and-mjwarp",
            "source": "Hugging Face",
            "sourceKind": "official",
            "points": 0,
            "comments": 0,
            "publishedAt": "2026-09-23T18:41:40.000Z"
          },
          {
            "rank": 2,
            "title": "Advancing Private AI Compute with secure, server-side memory",
            "url": "https://deepmind.google/blog/advancing-private-ai-compute-with-secure-server-side-memory/",
            "source": "Google DeepMind",
            "sourceKind": "official",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-09-23T16:00:57.000Z",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827294"
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            "rank": 3,
            "title": "Gemini 3.8 text-to-speech says hello",
            "url": "https://deepmind.google/blog/say-hello-to-gemini-38-text-to-speech/",
            "source": "Google DeepMind",
            "sourceKind": "official",
            "points": 0,
            "comments": 0,
            "publishedAt": "2026-09-23T15:25:14.000Z"
          },
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            "rank": 4,
            "title": "I reverse-engineered AutoCAD's 3D format to convert DWG to STEP with Claude",
            "url": "https://cadyon.com/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49828187",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 1,
            "publishedAt": "2026-09-24T09:21:02Z"
          },
          {
            "rank": 5,
            "title": "Looks promising for document editing with your agent",
            "url": "https://www.paperinstruments.com/blog/introducing-paper-office",
            "discussionUrl": "https://news.ycombinator.com/item?id=49828177",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
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            "publishedAt": "2026-09-24T09:19:47Z"
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            "rank": 6,
            "title": "AI has no intent and no motivation",
            "url": "https://www.i-programmer.info/news/245-view-point/19164-ai-has-no-motivation.html",
            "discussionUrl": "https://news.ycombinator.com/item?id=49828133",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 6,
            "comments": 2,
            "publishedAt": "2026-09-24T09:13:25Z"
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            "rank": 7,
            "title": "Cutting the 'coordination tax': How agentic AI can reshape workflows",
            "url": "https://www.mckinsey.com/industries/industrials/our-insights/cutting-the-coordination-tax-how-agentic-ai-can-reshape-workflows",
            "discussionUrl": "https://news.ycombinator.com/item?id=49828122",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-09-24T09:12:19Z"
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            "rank": 8,
            "title": "Agents: The New, New Kingmakers",
            "url": "https://redmonk.com/sogrady/2026/09/16/new-new-kingmakers/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49828070",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-09-24T09:03:01Z"
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            "rank": 9,
            "title": "AssBench is all You need to benchmark LLM Harness Intelligence /s",
            "url": "https://grigio.org/assbench-is-all-you-need-to-benchmark-llm-harness-intelligence-s/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49828065",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-09-24T09:02:16Z"
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            "title": "Proposed bill to ban artificial superintelligence and create Department of AI",
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            "discussionUrl": "https://news.ycombinator.com/item?id=49828049",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 4,
            "comments": 2,
            "publishedAt": "2026-09-24T08:59:32Z"
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            "title": "Anthropic CEO Amodei Warns UN Security Council on AI Risks",
            "url": "https://www.youtube.com/watch?v=u-u8gOgNA9o",
            "discussionUrl": "https://news.ycombinator.com/item?id=49828026",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 5,
            "comments": 1,
            "publishedAt": "2026-09-24T08:55:52Z"
          },
          {
            "rank": 12,
            "title": "Meta takes down a critical video about meta AI Glasses after filming at Meta",
            "url": "https://www.reddit.com/r/facebook/comments/1wotwrk/meta_takes_down_a_critical_video_about_meta_ai/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827794",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 87,
            "comments": 41,
            "publishedAt": "2026-09-24T08:23:03Z"
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          {
            "rank": 13,
            "title": "Code shouldn't know which LLM provider you're using",
            "url": "https://github.com/BerriAI/litellm",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827686",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-09-24T08:06:26Z"
          },
          {
            "rank": 14,
            "title": "Phyll, a UX review for apps built with AI that keeps the design",
            "url": "https://github.com/carlosphyll/phyll",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827601",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-09-24T07:54:55Z"
          },
          {
            "rank": 15,
            "title": "Were agents breaching my site?",
            "url": "https://blog.matzielab.com/were-agents-breaching-my-site/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827563",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 1,
            "publishedAt": "2026-09-24T07:49:45Z"
          },
          {
            "rank": 16,
            "title": "Show HN: CastTake – turn one product photo into a short AI UGC ad video",
            "url": "https://casttake.com/ai-ugc-ad-generator",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827560",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-09-24T07:49:11Z"
          },
          {
            "rank": 17,
            "title": "Show HN: CubeLV – AI that designs your automation before building it",
            "url": "https://app.cubelv.com",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827478",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 3,
            "comments": 1,
            "publishedAt": "2026-09-24T07:39:23Z"
          },
          {
            "rank": 18,
            "title": "When AI Acts, Who Remembers What Happened?(cogextai.com)",
            "url": "https://news.ycombinator.com/item?id=49827412",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827412",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-09-24T07:27:14Z"
          },
          {
            "rank": 19,
            "title": "Nuros – AI study tools from notes, PDFs, videos, and links",
            "url": "https://nuros.app/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827376",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 4,
            "comments": 0,
            "publishedAt": "2026-09-24T07:22:20Z"
          },
          {
            "rank": 20,
            "title": "GPT-6 Sol vs. Luna",
            "url": "https://vercel.com/i/gpt-6-sol-vs-luna",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827255",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 1,
            "publishedAt": "2026-09-24T07:07:54Z"
          },
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            "rank": 21,
            "title": "It took 20 yrs to start regulating social media – will AI controls come sooner?",
            "url": "https://www.rnz.co.nz/news/business/1557652/it-took-20-years-to-start-regulating-social-media-will-ai-controls-come-sooner",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827140",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 5,
            "comments": 2,
            "publishedAt": "2026-09-24T06:54:04Z"
          },
          {
            "rank": 22,
            "title": "Debian Inference Portal (Unofficial)",
            "url": "https://inference.debian.net/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827039",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-09-24T06:40:17Z"
          },
          {
            "rank": 23,
            "title": "Investigate top humanity questions with your own AI agent",
            "url": "https://interworky.com/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827031",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 1,
            "publishedAt": "2026-09-24T06:38:59Z"
          },
          {
            "rank": 24,
            "title": "Can open-source prompt-injection detectors catch realistic AI agent attacks?",
            "url": "https://github.com/rudratoshs/buried-injections",
            "discussionUrl": "https://news.ycombinator.com/item?id=49827019",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 7,
            "comments": 3,
            "publishedAt": "2026-09-24T06:37:02Z"
          }
        ],
        "generatedAt": "2026-09-24T09:43:48.535Z",
        "collectionHealth": {
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          "successfulSources": 3,
          "failedSources": [
            "OpenAI"
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          "sourceLabels": [
            "Google DeepMind",
            "Hugging Face",
            "Hacker News"
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          "generatedAt": "2026-09-24T09:43:48.535Z"
        },
        "editorial": {
          "headline": "AI 產業日報：繁中摘要待補",
          "overview": "本期已取得 24 筆來源資料，但可靠的繁體中文摘要尚未完成。原始標題、內容與連結仍照常保留，不會以截斷原文冒充摘要。",
          "highlights": [
            {
              "rank": 1,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "A Blog post by NVIDIA on Hugging Face Putting it together Start with one useful Warp Kernel Three properties make this useful in robotics: Differentiability…",
              "sourceRead": "excerpt",
              "whyItMatters": "0 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 2,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Google Private AI Compute Team",
              "sourceRead": "excerpt",
              "whyItMatters": "2 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 3,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Gemini 3.8 Flash-Lite TTS and Gemini 3.8 Flash TTS are our most expressive audio models yet.",
              "sourceRead": "excerpt",
              "whyItMatters": "0 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 4,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Cadyon converts the 3D solids in AutoCAD DWG files, including everything nested inside blocks and inserts, to ISO 10303 STEP. Verified face by face against…",
              "sourceRead": "excerpt",
              "whyItMatters": "1 分、1 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 5,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Agent-first Python packages for editing Word documents, PowerPoint presentations, and Excel workbooks. Today, we release Paper Office, a suite of Python packages that allow agents…",
              "sourceRead": "excerpt",
              "whyItMatters": "1 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 6,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Programming book reviews, programming tutorials,programming news, C#, Ruby, Python,C, C++, PHP, Visual Basic, Computer book reviews, computer history, programming history, joomla, theory, spreadsheets and more.…",
              "sourceRead": "excerpt",
              "whyItMatters": "6 分、2 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 7,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Cutting the 'coordination tax': How agentic AI can reshape workflows",
              "sourceRead": "metadata",
              "whyItMatters": "1 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 8,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Well over a decade ago, hundreds of conversations over a period of years crystalized into a book called The New Kingmakers. The core thesis of…",
              "sourceRead": "excerpt",
              "whyItMatters": "2 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 9,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "AssBench is at assbench.com with a simple idea: \"One prompt, Multiple models, Multiple dates.\" Every model gets the same task, produces one HTML file, and…",
              "sourceRead": "excerpt",
              "whyItMatters": "1 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 10,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Proposed bill to ban artificial superintelligence and create Department of AI",
              "sourceRead": "metadata",
              "whyItMatters": "4 分、2 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 11,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Anthropic CEO Amodei Warns UN Security Council on AI Risks",
              "sourceRead": "metadata",
              "whyItMatters": "5 分、1 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 12,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Meta takes down a critical video about meta AI Glasses after filming at Meta",
              "sourceRead": "metadata",
              "whyItMatters": "87 分、41 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 13,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing,…",
              "sourceRead": "excerpt",
              "whyItMatters": "2 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 14,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "UX review for apps built with AI, inside the agent you already use. Keeps your design, cuts the overcoding. - carlosphyll/phyll",
              "sourceRead": "excerpt",
              "whyItMatters": "2 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 15,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Whenever i get a new user on one of my websites i get a message saying \"New user signed up!\" and i mean this is…",
              "sourceRead": "excerpt",
              "whyItMatters": "2 分、1 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 16,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Write a UGC-style video ad script and generate it. The dialogue comes out of the same pass as the picture, so there is no voiceover…",
              "sourceRead": "excerpt",
              "whyItMatters": "1 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 17,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Show HN: CubeLV – AI that designs your automation before building it",
              "sourceRead": "metadata",
              "whyItMatters": "3 分、1 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 18,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "When AI Acts, Who Remembers What Happened?(cogextai.com)",
              "sourceRead": "metadata",
              "whyItMatters": "1 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 19,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Nuros – AI study tools from notes, PDFs, videos, and links",
              "sourceRead": "metadata",
              "whyItMatters": "4 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 20,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "GPT-6 Sol vs. Luna",
              "sourceRead": "metadata",
              "whyItMatters": "2 分、1 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 21,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "It took 20 yrs to start regulating social media – will AI controls come sooner?",
              "sourceRead": "metadata",
              "whyItMatters": "5 分、2 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 22,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Debian Inference Portal (Unofficial)",
              "sourceRead": "metadata",
              "whyItMatters": "2 分、0 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 23,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Investigate top humanity questions with your own AI agent",
              "sourceRead": "metadata",
              "whyItMatters": "1 分、1 則留言；互動數僅作為早期關注線索。"
            },
            {
              "rank": 24,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Can open-source prompt-injection detectors catch realistic AI agent attacks?",
              "sourceRead": "metadata",
              "whyItMatters": "7 分、3 則留言；互動數僅作為早期關注線索。"
            }
          ],
          "watch": "待摘要服務恢復後重新產生；在此之前請直接核對原始來源。",
          "generatedBy": "rules",
          "generatedAt": "2026-09-24T09:43:51.789Z",
          "summaryStatus": "unavailable",
          "summarizedItemCount": 0,
          "totalItemCount": 24
        }
      }
    },
    {
      "section": "github",
      "status": "ok",
      "message": null,
      "source": "github.com/trending",
      "fetched_at": "2026-09-24T09:43:48.888Z",
      "content": {
        "items": [
          {
            "rank": 1,
            "repo": "anthropics/financial-services",
            "url": "https://github.com/anthropics/financial-services",
            "description": "",
            "language": "Python",
            "stars": 37165,
            "forks": 5403,
            "todayStars": 664
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            "rank": 2,
            "repo": "google/ax",
            "url": "https://github.com/google/ax",
            "description": "Google's open agentic orchestration runtime",
            "language": "Go",
            "stars": 9593,
            "forks": 472,
            "todayStars": 1543
          },
          {
            "rank": 3,
            "repo": "davila7/claude-code-templates",
            "url": "https://github.com/davila7/claude-code-templates",
            "description": "CLI tool for configuring and monitoring Claude Code",
            "language": "Python",
            "stars": 31664,
            "forks": 3596,
            "todayStars": 389
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          {
            "rank": 4,
            "repo": "BuilderIO/agent-native",
            "url": "https://github.com/BuilderIO/agent-native",
            "description": "A framework for building agentic apps",
            "language": "TypeScript",
            "stars": 6720,
            "forks": 605,
            "todayStars": 87
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            "url": "https://github.com/obra/superpowers",
            "description": "An agentic skills framework & software development methodology that works.",
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            "rank": 6,
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            "url": "https://github.com/dream-num/univer",
            "description": "The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relational Tables, and PDF in one runtime.",
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            "repo": "Open-Dev-Society/OpenStock",
            "url": "https://github.com/Open-Dev-Society/OpenStock",
            "description": "OpenStock is an open-source alternative to expensive market platforms. Track real-time prices, set personalized alerts, and explore detailed company insights — built openly, for everyone, forever free.",
            "language": "TypeScript",
            "stars": 19060,
            "forks": 2315,
            "todayStars": 344
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          {
            "rank": 8,
            "repo": "agent-substrate/substrate",
            "url": "https://github.com/agent-substrate/substrate",
            "description": "Agent Substrate: the core system",
            "language": "Go",
            "stars": 3658,
            "forks": 425,
            "todayStars": 558
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            "repo": "strands-agents/harness-sdk",
            "url": "https://github.com/strands-agents/harness-sdk",
            "description": "Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.",
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            "forks": 1215,
            "todayStars": 115
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          {
            "rank": 10,
            "repo": "HKUDS/CLI-Anything",
            "url": "https://github.com/HKUDS/CLI-Anything",
            "description": "\"CLI-Anything: Making ALL Software Agent-Native\" -- CLI-Hub: https://clianything.cc/",
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            "todayStars": 57
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            "url": "https://github.com/superdesigndev/treg",
            "description": "OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn",
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            "forks": 249,
            "todayStars": 506
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            "rank": 12,
            "repo": "pbakaus/impeccable",
            "url": "https://github.com/pbakaus/impeccable",
            "description": "The design language that makes your AI harness better at design.",
            "language": "JavaScript",
            "stars": 70577,
            "forks": 4278,
            "todayStars": 304
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            "repo": "mvt-project/mvt",
            "url": "https://github.com/mvt-project/mvt",
            "description": "MVT (Mobile Verification Toolkit) helps with conducting forensics of mobile devices in order to find signs of a potential compromise.",
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            "repo": "DeusData/codebase-memory-mcp",
            "url": "https://github.com/DeusData/codebase-memory-mcp",
            "description": "High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.",
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            "stars": 44757,
            "forks": 3648,
            "todayStars": 190
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            "repo": "harry7557558/spirula-studio",
            "url": "https://github.com/harry7557558/spirula-studio",
            "description": "Cross-vendor 3D Gaussian Splatting trainer - video to splat to mesh, Vulkan or CUDA.",
            "language": "C++",
            "stars": 857,
            "forks": 61,
            "todayStars": 69
          },
          {
            "rank": 16,
            "repo": "browser-use/video-use",
            "url": "https://github.com/browser-use/video-use",
            "description": "Edit videos with coding agents",
            "language": "Python",
            "stars": 26708,
            "forks": 3179,
            "todayStars": 746
          },
          {
            "rank": 17,
            "repo": "TNT-Likely/PanWatch",
            "url": "https://github.com/TNT-Likely/PanWatch",
            "description": "盯盘侠 PanWatch · 自托管 AI 盯盘助手，集成 TradingAgents 多 Agent 投资决策 | A股/港股/美股实时监控、持仓管理、智能分析、全渠道推送",
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        "generatedAt": "2026-09-24T09:43:48.888Z",
        "editorial": {
          "headline": "GitHub 趨勢：繁中摘要待補",
          "overview": "本期已取得 17 筆來源資料，但可靠的繁體中文摘要尚未完成。原始標題、內容與連結仍照常保留，不會以截斷原文冒充摘要。",
          "highlights": [
            {
              "rank": 1,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "anthropics/financial-services",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 37,165 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 2,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Google's open agentic orchestration runtime",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 9,593 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 3,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "CLI tool for configuring and monitoring Claude Code",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 31,664 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 4,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "A framework for building agentic apps",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 6,720 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 5,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "An agentic skills framework & software development methodology that works.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 290,934 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 6,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relational Tables, and PDF in one runtime.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 16,597 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 7,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "OpenStock is an open-source alternative to expensive market platforms. Track real-time prices, set personalized alerts, and explore detailed company insights — built openly, for everyone,…",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 19,060 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 8,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Agent Substrate: the core system",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 3,658 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 9,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 8,030 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 10,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "\"CLI-Anything: Making ALL Software Agent-Native\" -- CLI-Hub: https://clianything.cc/",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 50,112 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 11,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 2,903 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 12,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "The design language that makes your AI harness better at design.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 70,577 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 13,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "MVT (Mobile Verification Toolkit) helps with conducting forensics of mobile devices in order to find signs of a potential compromise.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 14,573 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 14,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single…",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 44,757 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 15,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Cross-vendor 3D Gaussian Splatting trainer - video to splat to mesh, Vulkan or CUDA.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 857 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 16,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Edit videos with coding agents",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 26,708 顆星；此數字只代表來源頁面當下可見的關注度。"
            },
            {
              "rank": 17,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "盯盘侠 PanWatch · 自托管 AI 盯盘助手，集成 TradingAgents 多 Agent 投资决策 | A股/港股/美股实时监控、持仓管理、智能分析、全渠道推送",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 1,735 顆星；此數字只代表來源頁面當下可見的關注度。"
            }
          ],
          "watch": "待摘要服務恢復後重新產生；在此之前請直接核對原始來源。",
          "generatedBy": "rules",
          "generatedAt": "2026-09-24T09:43:48.888Z",
          "summaryStatus": "unavailable",
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      "section": "hn",
      "status": "ok",
      "message": null,
      "source": "Hacker News Firebase API",
      "fetched_at": "2026-09-24T09:43:49.490Z",
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        "editorial": {
          "headline": "HN 深度讀：繁中摘要待補",
          "overview": "本期已取得 25 筆來源資料，但可靠的繁體中文摘要尚未完成。原始標題、內容與連結仍照常保留，不會以截斷原文冒充摘要。",
          "highlights": [
            {
              "rank": 1,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Italian parliament votes for return to nuclear energy",
              "sourceRead": "metadata",
              "whyItMatters": "784 分、590 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 2,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "In early results from our new life sciences research lab, Claude agents found an enzyme system whose function is still unknown. We’re introducing a new…",
              "sourceRead": "excerpt",
              "whyItMatters": "649 分、668 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 3,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Written on 11th April 2026 I got a message from a friend today which read along the lines of \"I know we were going to…",
              "sourceRead": "excerpt",
              "whyItMatters": "444 分、102 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 4,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Explore the agentic AI PCs, Googlebook laptops, Linux support and partner devices powered by Snapdragon unveiled at Snapdragon Summit 2026.",
              "sourceRead": "excerpt",
              "whyItMatters": "399 分、173 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 5,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Introducing Meta VR glasses and headsets. AR glasses to stream films, shows and live sports, or work on an infinite screen. Shop today!",
              "sourceRead": "excerpt",
              "whyItMatters": "393 分、348 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 6,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "tokens are going to be as cheap as electricity within the decade 2026-09-16 • llms • economics The price of using machine learning intelligence is…",
              "sourceRead": "excerpt",
              "whyItMatters": "297 分、201 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 7,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Documentation and guides from the team at Fly.io. Hi, it's us, Fly.io. We hate these things as much as anyone, but the marketing gods demand…",
              "sourceRead": "excerpt",
              "whyItMatters": "229 分、143 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 8,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "arXiv is pleased to announce that three leading philanthropic organizations have provided multimillion-dollar support for arXiv. These new multiyear… By Kat Boboris · September 23…",
              "sourceRead": "excerpt",
              "whyItMatters": "179 分、20 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 9,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Tailscale performance updates reduce memory use, increase throughput, and speed startup with multi-queue, writev, and netmap caching. Meet Tailscale Products Aperture by Tailscale Unified AI…",
              "sourceRead": "excerpt",
              "whyItMatters": "165 分、67 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 10,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Independent Mini-ITX Form Factor News, Suggestions, Links and Complete Plans for Projects, FAQ and Online Store July 15, 2024 KUBIC is a Nintendo-themed, 3D Printable…",
              "sourceRead": "excerpt",
              "whyItMatters": "152 分、25 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 11,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Right-clicking and shift-clicking. For the first two decades of Windows, the scroll bar control had just a few basic operations. (For expository purposes, let’s assume…",
              "sourceRead": "excerpt",
              "whyItMatters": "140 分、80 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 12,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Scott Jenson has been working on user interfaces (UIs) and user experience (UX) for many years [...] LWN counts on its subscribing readers to support…",
              "sourceRead": "excerpt",
              "whyItMatters": "127 分、97 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 13,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Early rogue AI agent activity and attempts to hack found on urlquery.net",
              "sourceRead": "metadata",
              "whyItMatters": "119 分、85 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 14,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "The mystery animal on an ancient god's head",
              "sourceRead": "metadata",
              "whyItMatters": "109 分、34 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 15,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Mercury 2.5 LLM hits 770 tokens per second",
              "sourceRead": "metadata",
              "whyItMatters": "105 分、64 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 16,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Virtio-nvgpu: Near-native Nvidia GPU access inside a KVM guest",
              "sourceRead": "metadata",
              "whyItMatters": "95 分、44 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 17,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Meta takes down a critical video about meta AI Glasses after filming at Meta",
              "sourceRead": "metadata",
              "whyItMatters": "87 分、41 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 18,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Contrastive Language Models",
              "sourceRead": "metadata",
              "whyItMatters": "65 分、14 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 19,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Why 'What's Opera, Doc?' looks like that",
              "sourceRead": "metadata",
              "whyItMatters": "58 分、14 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 20,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "OpenAI agent hacked Australian government website, PM says",
              "sourceRead": "metadata",
              "whyItMatters": "54 分、12 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 21,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Making portable my unportable transputer C compiler",
              "sourceRead": "metadata",
              "whyItMatters": "45 分、4 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 22,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Show HN: An open-source manufacturing ERP/MES/QMS",
              "sourceRead": "metadata",
              "whyItMatters": "36 分、16 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 23,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Women Who Sold Books Door to Door",
              "sourceRead": "metadata",
              "whyItMatters": "21 分、0 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 24,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "RAM: the forgotten history (2024)",
              "sourceRead": "metadata",
              "whyItMatters": "10 分、0 則留言；互動數僅作為討論熱度線索。"
            },
            {
              "rank": 25,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "AI has no intent and no motivation",
              "sourceRead": "metadata",
              "whyItMatters": "7 分、2 則留言；互動數僅作為討論熱度線索。"
            }
          ],
          "watch": "待摘要服務恢復後重新產生；在此之前請直接核對原始來源。",
          "generatedBy": "rules",
          "generatedAt": "2026-09-24T09:43:51.163Z",
          "summaryStatus": "unavailable",
          "summarizedItemCount": 0,
          "totalItemCount": 25
        }
      }
    },
    {
      "section": "x",
      "status": "unavailable",
      "message": "Mac 私有 Nitter 尚未完成本日更新；Cloudflare 不會抓公開 Nitter instance，也不會改用 X API。",
      "source": "Nitter RSS（私有抓取公開貼文）",
      "fetched_at": "2026-09-24T09:43:47.198Z",
      "content": {
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        "generatedAt": "2026-09-24T09:43:47.198Z"
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}