{
  "date": "2026-10-08",
  "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",
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            "rank": 1,
            "title": "Multimodal open d1 decision models for the edge",
            "url": "https://huggingface.co/blog/LiquidAI/open-d1",
            "source": "Hugging Face",
            "sourceKind": "official",
            "points": 0,
            "comments": 0,
            "publishedAt": "2026-10-07T16:54:33.000Z"
          },
          {
            "rank": 2,
            "title": "One Model Family, Two Gold-Level Results: Fine-Tuning Nemotron for IOI and IMO",
            "url": "https://huggingface.co/blog/nvidia/nemotron-ioi-and-imo-2026",
            "source": "Hugging Face",
            "sourceKind": "official",
            "points": 0,
            "comments": 0,
            "publishedAt": "2026-10-07T12:45:31.000Z"
          },
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            "rank": 3,
            "title": "Stress and agents? Paired my Garmin with agent history and transcripts",
            "url": "https://oscar-labs.vercel.app/my-watch-thinks-i-was-resting",
            "discussionUrl": "https://news.ycombinator.com/item?id=49999272",
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            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-10-07T21:50:24Z"
          },
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            "rank": 4,
            "title": "Declass is a coding agent that keeps sensitive context on your machine",
            "url": "https://github.com/maximpri/declass",
            "discussionUrl": "https://news.ycombinator.com/item?id=49999237",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-10-07T21:47:02Z"
          },
          {
            "rank": 5,
            "title": "Association for Human Mathematics's Statement on OpenAI's Recent Math Release",
            "url": "https://www.ahmath.org/statements",
            "discussionUrl": "https://news.ycombinator.com/item?id=49999159",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-10-07T21:40:41Z"
          },
          {
            "rank": 6,
            "title": "Lathe: AI Workspace for Hardware Design",
            "url": "https://www.lathelab.com/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49999080",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-10-07T21:32:49Z"
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            "title": "Man took his own life after 'sextortion' blackmail involving AI-generated woman",
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            "discussionUrl": "https://news.ycombinator.com/item?id=49998960",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 10,
            "comments": 2,
            "publishedAt": "2026-10-07T21:22:14Z"
          },
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            "rank": 8,
            "title": "Fraudster jailed for using 10K bots and AI songs to outstream Taylor Swift",
            "url": "https://arstechnica.com/tech-policy/2026/10/outstreaming-taylor-swift-is-easy-with-10k-bots-and-ai-songs-fraudster-admits/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998880",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 3,
            "comments": 2,
            "publishedAt": "2026-10-07T21:14:43Z"
          },
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            "rank": 9,
            "title": "Show HN: Chloe is a TypeScript AI agent",
            "url": "https://chloejs.org/compare",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998857",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-10-07T21:12:23Z"
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            "rank": 10,
            "title": "Show HN: SheetRelay – Google Sheets as a back end for web pages and AI agents",
            "url": "https://sheetrelay.com/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998816",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-10-07T21:07:54Z"
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            "rank": 11,
            "title": "Dave W Plummer: \"AI Cloning should be illegal\"",
            "url": "https://twitter.com/davepl1968/status/2107875089446580273",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998739",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 5,
            "publishedAt": "2026-10-07T20:59:54Z"
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            "title": "AI companies say rivals are distilling their models and why it's so hard to stop",
            "url": "https://www.scientificamerican.com/article/what-is-ai-model-distillation-and-why-is-it-so-hard-to-stop/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998681",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 4,
            "comments": 0,
            "publishedAt": "2026-10-07T20:55:19Z"
          },
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            "title": "Local models and sandboxed tools coming soon to GitHub Copilot",
            "url": "https://commandline.microsoft.com/local-models-sandboxed-tools-github-windows/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998660",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-10-07T20:54:06Z"
          },
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            "rank": 14,
            "title": "Frontier AI Is Accelerating. Open Benchmarks Need to Keep Up",
            "url": "https://benchmarks.snorkel.ai/frontier-ai-is-accelerating-open-benchmarks-need-to-keep-up/",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998562",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-10-07T20:45:06Z"
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            "rank": 15,
            "title": "Claude now in Google Docs, Sheets and Slides",
            "url": "https://claude.com/resources/articles/claude-now-works-in-google-docs-sheets-and-slides",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998495",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
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            "publishedAt": "2026-10-07T20:39:38Z"
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            "rank": 16,
            "title": "Anthropic is adding monthly API credits to Claude Max and Team subscriptions",
            "url": "https://twitter.com/ClaudeDevs/status/2107895957933408429",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998473",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 1,
            "publishedAt": "2026-10-07T20:37:26Z"
          },
          {
            "rank": 17,
            "title": "Show HN: An independent execution recorder for coding agents",
            "url": "https://github.com/altrace-dev-role/rashomon",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998416",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-10-07T20:32:05Z"
          },
          {
            "rank": 18,
            "title": "METR is not a meaningful check on Anthropic",
            "url": "https://www.verysane.ai/p/is-metr-a-meaningful-check-on-anthropic",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998410",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-10-07T20:31:51Z"
          },
          {
            "rank": 19,
            "title": "Google AI Edge Foresight – offline, private meeting transcripts",
            "url": "https://developers.google.com/edge/foresight",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998314",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 3,
            "comments": 0,
            "publishedAt": "2026-10-07T20:24:46Z"
          },
          {
            "rank": 20,
            "title": "Show HN: Botscent – Library to Detect Agents on your site",
            "url": "https://botscent.nibnalin.me",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998240",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-10-07T20:18:48Z"
          },
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            "rank": 21,
            "title": "How to turn your AI into a world-class designer",
            "url": "https://www.lennysnewsletter.com/p/how-to-turn-your-ai-into-a-world",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998232",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 3,
            "comments": 0,
            "publishedAt": "2026-10-07T20:17:58Z"
          },
          {
            "rank": 22,
            "title": "A New AI Agent Oriented Programming Language",
            "url": "https://github.com/itsmedit/grenat",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998136",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-10-07T20:09:43Z"
          },
          {
            "rank": 23,
            "title": "MS announces DeepSeek V4 Flash and Nemotron locally, llama.cpp comes to Win ML",
            "url": "https://pasqualepillitteri.it/en/news/21457/windows-deepseek-v4-flash-nemotron-llama-cpp-windows-ml",
            "discussionUrl": "https://news.ycombinator.com/item?id=49998043",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 2,
            "comments": 0,
            "publishedAt": "2026-10-07T19:59:32Z"
          },
          {
            "rank": 24,
            "title": "Information Thermodynamics of Agents: The Work Capacity of Channels with Memory",
            "url": "https://journals.aps.org/prx/abstract/10.1103/7nds-tjr8",
            "discussionUrl": "https://news.ycombinator.com/item?id=49997979",
            "source": "Hacker News",
            "sourceKind": "community",
            "points": 1,
            "comments": 0,
            "publishedAt": "2026-10-07T19:53:47Z"
          }
        ],
        "generatedAt": "2026-10-07T22:00:28.382Z",
        "collectionHealth": {
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          "successfulSources": 3,
          "failedSources": [
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            "Google DeepMind",
            "Hugging Face",
            "Hacker News"
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          "generatedAt": "2026-10-07T22:00:28.382Z"
        },
        "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 Liquid AI on Hugging Face How we built decision models for the edge Benchmark results Speed How to use open d1…",
              "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": "A Blog post by NVIDIA on Hugging Face A reusable specialization recipe From general coding ability to IOI gold Teaching Nemotron to prove, check, and…",
              "sourceRead": "excerpt",
              "whyItMatters": "0 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": "my watch thinks i was resting · experiment, 1,397 words. experiment 7 October 2026 TLDR I put my Garmin heart rate and sleep over every…",
              "sourceRead": "excerpt",
              "whyItMatters": "1 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": "Coding agent for your terminal that keeps private context local: a cloud model writes the code, a local model reads your sensitive files. - maximpri/declass",
              "sourceRead": "excerpt",
              "whyItMatters": "1 分、0 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": "Yesterday, on October 6th, 2026, OpenAI – which is currently defending lawsuits against accusations of illegal plagiarism, copyright infringement, and trademark dilution – released a…",
              "sourceRead": "excerpt",
              "whyItMatters": "2 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": "Design hardware with AI. Bring assembly, electronics, firmware, and parts into one native Mac workspace. Design hardware with AI. Right on your Mac. Describe what…",
              "sourceRead": "excerpt",
              "whyItMatters": "1 分、0 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": "This article deals with the subject of suicide and may be distressing for some people. RNZ / News / Crime and Justice Link: https://www.rnz.co.nz/news/eyJhbGciOiJIUzI1NiJ9._Q.VKhexyL5oal5uCV3AUQmI1EOdryHi3hh73RdibV20lY/crime-and-justice/178",
              "sourceRead": "excerpt",
              "whyItMatters": "10 分、2 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": "Fraudster jailed for using 10K bots and AI songs to outstream Taylor Swift",
              "sourceRead": "metadata",
              "whyItMatters": "3 分、2 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": "Chloe, OpenClaw, Mastra, eve, Google's ADK, LangChain.js, the OpenAI Agents SDK and the Claude Agent SDK side by side: written in code, schedules, cost, a…",
              "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": "Connect a Google Sheet once and let your AI assistant and your code both read and write it, with per-tab permissions, hidden columns and keys…",
              "sourceRead": "excerpt",
              "whyItMatters": "2 分、0 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": "AI Cloning should be illegal. And I think it might be. It feels self-evident, but we may need to wait for the courts to be…",
              "sourceRead": "excerpt",
              "whyItMatters": "2 分、5 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": "Anthropic and OpenAI accused Chinese AI developers of mining their models’ answers to train cheaper copycats. Here’s how distillation works and why it’s so hard…",
              "sourceRead": "excerpt",
              "whyItMatters": "4 分、0 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": "Coming soon, GitHub Copilot will determine when a task is best handled by on-device intelligence and when it should leverage cloud-scale models. By builders, for…",
              "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": "Snorkel is expanding Open Benchmarks Grants 10x to a $30M commitment, funding the researchers building open, trustworthy AI evaluations.",
              "sourceRead": "excerpt",
              "whyItMatters": "1 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": "With our new Claude for Google Workspace add-on and connectors (in beta), bring Claude into your Google files or work on your files directly from…",
              "sourceRead": "excerpt",
              "whyItMatters": "2 分、2 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": "We’re rolling out monthly Claude Platform API credits for Max and Team plans: Max 5x: $100 Max 20x: $200 Team: up to $500, pooled Works…",
              "sourceRead": "excerpt",
              "whyItMatters": "2 分、1 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: An independent execution recorder for coding agents",
              "sourceRead": "metadata",
              "whyItMatters": "1 分、0 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": "METR is not a meaningful check on Anthropic",
              "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": "Google AI Edge Foresight – offline, private meeting transcripts",
              "sourceRead": "metadata",
              "whyItMatters": "3 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": "Show HN: Botscent – Library to Detect Agents on your site",
              "sourceRead": "metadata",
              "whyItMatters": "2 分、0 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": "How to turn your AI into a world-class designer",
              "sourceRead": "metadata",
              "whyItMatters": "3 分、0 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": "A New AI Agent Oriented Programming Language",
              "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": "MS announces DeepSeek V4 Flash and Nemotron locally, llama.cpp comes to Win ML",
              "sourceRead": "metadata",
              "whyItMatters": "2 分、0 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": "Information Thermodynamics of Agents: The Work Capacity of Channels with Memory",
              "sourceRead": "metadata",
              "whyItMatters": "1 分、0 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": "2026-10-07T22:00:33.154Z",
          "summaryStatus": "unavailable",
          "summarizedItemCount": 0,
          "totalItemCount": 24
        }
      }
    },
    {
      "section": "github",
      "status": "ok",
      "message": null,
      "source": "github.com/trending",
      "fetched_at": "2026-10-07T21:50:16.498Z",
      "content": {
        "items": [
          {
            "rank": 1,
            "repo": "morluto/rea",
            "url": "https://github.com/morluto/rea",
            "description": "Reverse engineer anything with agents, from app behavior down to native binaries.",
            "language": "TypeScript",
            "stars": 14497,
            "forks": 1522,
            "todayStars": 4666
          },
          {
            "rank": 2,
            "repo": "mattpocock/skills",
            "url": "https://github.com/mattpocock/skills",
            "description": "Skills for Real Engineers. Straight from my .agents directory.",
            "language": "Shell",
            "stars": 279468,
            "forks": 23412,
            "todayStars": 1406
          },
          {
            "rank": 3,
            "repo": "boykopovar/AnyPS5",
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            "url": "https://github.com/cathrynlavery/diagram-design",
            "description": "Editorial diagram design for Claude Code, Codex, GitHub Copilot, Factory Droid, and Pi. 42 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid slop.",
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            "stars": 44888,
            "forks": 2883,
            "todayStars": 828
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          {
            "rank": 6,
            "repo": "addyosmani/agent-skills",
            "url": "https://github.com/addyosmani/agent-skills",
            "description": "Production-grade engineering skills for AI coding agents.",
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            "url": "https://github.com/EpicGames/raddebugger",
            "description": "A native, user-mode, multi-process, graphical debugger.",
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            "stars": 7836,
            "forks": 381,
            "todayStars": 82
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            "url": "https://github.com/thedotmack/claude-mem",
            "description": "Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More",
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            "stars": 97654,
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            "todayStars": 578
          },
          {
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            "description": "Open source Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents. Built for multitasking, organization, and programmability.",
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            "todayStars": 96
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          {
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            "repo": "trycua/cua",
            "url": "https://github.com/trycua/cua",
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            "todayStars": 229
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          {
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            "description": "A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings",
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            "stars": 25966,
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            "todayStars": 617
          },
          {
            "rank": 12,
            "repo": "tester-army/e2e",
            "url": "https://github.com/tester-army/e2e",
            "description": "Next generation e2e testing framework for web and mobile apps.",
            "language": "TypeScript",
            "stars": 7328,
            "forks": 331,
            "todayStars": 1391
          },
          {
            "rank": 13,
            "repo": "DuarteSantos8/openGym",
            "url": "https://github.com/DuarteSantos8/openGym",
            "description": "Self-hosted gym & body-weight tracker — plan routines, log workouts (supersets, warm-ups, cardio), see which muscles are trained, fatigued or detrained, import from FitNotes/Strong/Hevy, passkey login. Your data, your server.",
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            "stars": 6786,
            "forks": 894,
            "todayStars": 1494
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        "generatedAt": "2026-10-07T21:50:16.498Z",
        "editorial": {
          "headline": "GitHub 趨勢：繁中摘要待補",
          "overview": "本期已取得 13 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": "Reverse engineer anything with agents, from app behavior down to native binaries.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 14,497 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": "Skills for Real Engineers. Straight from my .agents directory.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 279,468 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": "Tool for automatic PS5 executables porting to Linux and Windows",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 10,156 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 skill to stop your coding agent from burying the answer. ADHD-friendly output.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 55,037 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": "Editorial diagram design for Claude Code, Codex, GitHub Copilot, Factory Droid, and Pi. 42 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid slop.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 44,888 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": "Production-grade engineering skills for AI coding agents.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 102,726 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": "A native, user-mode, multi-process, graphical debugger.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 7,836 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": "Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into…",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 97,654 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": "Open source Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents. Built for multitasking, organization, and programmability.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 27,812 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": "Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 28,705 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": "A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 25,966 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": "Next generation e2e testing framework for web and mobile apps.",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 7,328 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": "Self-hosted gym & body-weight tracker — plan routines, log workouts (supersets, warm-ups, cardio), see which muscles are trained, fatigued or detrained, import from FitNotes/Strong/Hevy, passkey…",
              "sourceRead": "metadata",
              "whyItMatters": "目前累積 6,786 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": "2026-10-07T21:50:16.498Z",
          "summaryStatus": "unavailable",
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      "status": "ok",
      "message": null,
      "source": "Hacker News Firebase API",
      "fetched_at": "2026-10-07T21:40:21.027Z",
      "content": {
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            "title": "Sharing AI progress in mathematics",
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            "hnUrl": "https://news.ycombinator.com/item?id=49984923",
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          {
            "rank": 2,
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            "title": "Claude Haiku 5.5",
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            "title": "Shipping JPEG XL in Chrome",
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            "hnUrl": "https://news.ycombinator.com/item?id=49990224",
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            "hnUrl": "https://news.ycombinator.com/item?id=49997718",
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            "hnUrl": "https://news.ycombinator.com/item?id=49974173",
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            "hnUrl": "https://news.ycombinator.com/item?id=49992125",
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            "hnUrl": "https://news.ycombinator.com/item?id=49996259",
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            "title": "Google Playground: Create and play custom games",
            "url": "https://blog.google/innovation-and-ai/technology/ai/playground-experimental-gaming-platform/",
            "hnUrl": "https://news.ycombinator.com/item?id=49991823",
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            "url": "https://synthid.com/",
            "hnUrl": "https://news.ycombinator.com/item?id=49993188",
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            "time": 1791382604
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            "hnUrl": "https://news.ycombinator.com/item?id=49980626",
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            "title": "Push ifs up and fors down: The idiom, its algebra, and its limits",
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            "hnUrl": "https://news.ycombinator.com/item?id=49997073",
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            "url": "https://link.springer.com/article/10.1007/s10739-026-09866-7",
            "hnUrl": "https://news.ycombinator.com/item?id=49998006",
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            "title": "Show HN: gtlds.fyi – All the proposed new gTLDs",
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            "hnUrl": "https://news.ycombinator.com/item?id=49997971",
            "score": 31,
            "comments": 32,
            "by": "irs",
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            "title": "Why Pendulum had to write the most cursed \"+\" operator in all of Python",
            "url": "https://dev.arie.bovenberg.net/blog/pendulum-cursed-plus-operator/",
            "hnUrl": "https://news.ycombinator.com/item?id=49976441",
            "score": 30,
            "comments": 12,
            "by": "ariebovenberg",
            "time": 1791281551
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          {
            "rank": 24,
            "id": 49997301,
            "title": "ICANN Reveals 2026 Round Applications for New Generic Top-Level Domains",
            "url": "https://www.icann.org/en/announcements/details/icann-reveals-2026-round-applications-for-new-generic-top-level-domains-07-10-2026-en",
            "hnUrl": "https://news.ycombinator.com/item?id=49997301",
            "score": 23,
            "comments": 26,
            "by": "ChrisArchitect",
            "time": 1791399705
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          {
            "rank": 25,
            "id": 49976818,
            "title": "Brownian Motion",
            "url": "https://gregorygundersen.com/blog/2026/04/22/brownian-motion/",
            "hnUrl": "https://news.ycombinator.com/item?id=49976818",
            "score": 7,
            "comments": 0,
            "by": "signa11",
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        ],
        "generatedAt": "2026-10-07T21:40:21.027Z",
        "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": "Sharing AI progress in mathematics",
              "sourceRead": "metadata",
              "whyItMatters": "1204 分、1365 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": "Claude Haiku 5.5 is our fastest, most capable small model. Built for high-volume work like summarization, subagents, and browser use. October 7, 2026 Introducing Claude…",
              "sourceRead": "excerpt",
              "whyItMatters": "494 分、230 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": "JPEG XL offers better compression than JPEG, built-in HDR support, lossless JPEG transcoding, and more. .wd-authors { --avatar-size: 65px; display: flex; gap: 2em; } .wd-author…",
              "sourceRead": "excerpt",
              "whyItMatters": "438 分、276 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": "A class action lawsuit alleges Visa, Mastercard and some of America Most Popular by Corrado Rizzi Filed: September 30, 2026 ◆ § 1:26-cv-06087 A class…",
              "sourceRead": "excerpt",
              "whyItMatters": "417 分、279 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": "GPT‑6 and Intelligent UI for everyone",
              "sourceRead": "metadata",
              "whyItMatters": "363 分、169 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": "Photo-based reconstruction of classic Commodore 64 keycap lettering, with desktop fonts, webfont, editable outlines, and a specimen. - szabadkai/c64-keyboard-font",
              "sourceRead": "excerpt",
              "whyItMatters": "359 分、60 則留言；互動數僅作為討論熱度線索。"
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            {
              "rank": 7,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "Nobel Prize in Chemistry 2026 to Henri B. Kagan and Kenso Soai",
              "sourceRead": "metadata",
              "whyItMatters": "275 分、53 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": "Turn a phone, tablet or TV into a sign. Type a message and it fills the screen: welcome signs, timers, Wi-Fi passwords and more. No…",
              "sourceRead": "excerpt",
              "whyItMatters": "248 分、79 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": "191 animated ascii pieces for web pages, in TypeScript with no dependencies: for React, Next.js, Astro, or one HTML tag. MIT licensed. by @Shubham",
              "sourceRead": "excerpt",
              "whyItMatters": "226 分、55 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": "Abstract page for arXiv paper 2610.08144: Navier-Stokes lost in translation: Why Lean verification of AI autoformalisation does not guarantee correct natural language proofs arXivLabs is…",
              "sourceRead": "excerpt",
              "whyItMatters": "182 分、135 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": "Meta and Microsoft are implementing new measures to limit employee use of Claude AI—discover what this means for the future of AI in the workplace.",
              "sourceRead": "excerpt",
              "whyItMatters": "175 分、180 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": "Effective writing for software developers by Michael Lynch , published October 7, 2026 In software development, we collect anti-patterns to recognize common traits that lead…",
              "sourceRead": "excerpt",
              "whyItMatters": "174 分、97 則留言；互動數僅作為討論熱度線索。"
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            {
              "rank": 13,
              "summary": "繁體中文摘要尚未產生，請直接查看原始來源。",
              "originalExcerpt": "The Mathocalypse",
              "sourceRead": "metadata",
              "whyItMatters": "128 分、121 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": "Wood Tape (2004)",
              "sourceRead": "metadata",
              "whyItMatters": "128 分、17 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": "House with 15m underground tunnels for sale for 300k",
              "sourceRead": "metadata",
              "whyItMatters": "120 分、136 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": "Docker Agent",
              "sourceRead": "metadata",
              "whyItMatters": "116 分、53 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": "Google Playground: Create and play custom games",
              "sourceRead": "metadata",
              "whyItMatters": "93 分、180 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": "SynthID Detector",
              "sourceRead": "metadata",
              "whyItMatters": "71 分、64 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": "How machines learned precision",
              "sourceRead": "metadata",
              "whyItMatters": "53 分、20 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": "Push ifs up and fors down: The idiom, its algebra, and its limits",
              "sourceRead": "metadata",
              "whyItMatters": "50 分、15 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": "Despite what Watson said, Rosalind Franklin understood structure of DNA first",
              "sourceRead": "metadata",
              "whyItMatters": "34 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: gtlds.fyi – All the proposed new gTLDs",
              "sourceRead": "metadata",
              "whyItMatters": "31 分、32 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": "Why Pendulum had to write the most cursed \"+\" operator in all of Python",
              "sourceRead": "metadata",
              "whyItMatters": "30 分、12 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": "ICANN Reveals 2026 Round Applications for New Generic Top-Level Domains",
              "sourceRead": "metadata",
              "whyItMatters": "23 分、26 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": "Brownian Motion",
              "sourceRead": "metadata",
              "whyItMatters": "7 分、0 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": "2026-10-07T21:40:22.934Z",
          "summaryStatus": "unavailable",
          "summarizedItemCount": 0,
          "totalItemCount": 25
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      }
    },
    {
      "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": "2026-10-07T21:30:16.755Z",
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}