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    "description": "World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.",
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    "why": "关注建议：重点看视频生产流程、素材编排、Agent 工具调用和短视频内容自动化能力。"
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    "repo": "ZhuLinsen/daily_stock_analysis",
    "url": "https://github.com/ZhuLinsen/daily_stock_analysis",
    "description": "LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.",
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    "why": "关注建议：重点看 LLM 与金融行情、新闻聚合、自动推送结合的产品化路径，以及在中文市场数据源上的可迁移性。"
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    "repo": "mukul975/Anthropic-Cybersecurity-Skills",
    "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
    "description": "817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0",
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    "category": "Agent/开发者工具",
    "why": "关注建议：重点看安全技能库、攻防框架映射和企业安全自动化场景。"
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    "repo": "garrytan/gstack",
    "url": "https://github.com/garrytan/gstack",
    "description": "Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA",
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    "category": "AI/LLM",
    "why": "关注建议：重点看 AI 编程工作流、插件生态、团队协作规范和工程提效方式。"
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    "repo": "bytedance/deer-flow",
    "url": "https://github.com/bytedance/deer-flow",
    "description": "An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.",
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    "forks": "9,964",
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    "ai_related": true,
    "category": "Agent/开发者工具",
    "why": "关注建议：重点看 AI 编程工作流、插件生态、团队协作规范和工程提效方式。"
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    "repo": "koala73/worldmonitor",
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    "description": "Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface",
    "language": "TypeScript",
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    "ai_related": true,
    "category": "AI/LLM",
    "why": "关注建议：重点看新闻聚合、舆情监控、信息筛选和自动日报生产的可复用能力。"
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    "repo": "palmier-io/palmier-pro",
    "url": "https://github.com/palmier-io/palmier-pro",
    "description": "macOS video editor built for AI",
    "language": "Swift",
    "stars": "8,337",
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    "ai_related": true,
    "category": "AI视频/多媒体",
    "why": "关注建议：重点看视频生产流程、素材编排、Agent 工具调用和短视频内容自动化能力。"
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    "repo": "anthropics/claude-plugins-official",
    "url": "https://github.com/anthropics/claude-plugins-official",
    "description": "Official, Anthropic-managed directory of high quality Claude Code Plugins.",
    "language": "Python",
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    "forks": "3,356",
    "stars_today": "66 stars today",
    "ai_related": true,
    "category": "AI/LLM",
    "why": "关注建议：重点看 AI 编程工作流、插件生态、团队协作规范和工程提效方式。"
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    "rank": 9,
    "repo": "shanraisshan/claude-code-best-practice",
    "url": "https://github.com/shanraisshan/claude-code-best-practice",
    "description": "from vibe coding to agentic engineering - practice makes claude perfect",
    "language": "HTML",
    "stars": "59,310",
    "forks": "5,974",
    "stars_today": "329 stars today",
    "ai_related": true,
    "category": "Agent/开发者工具",
    "why": "关注建议：重点看 AI 编程工作流、插件生态、团队协作规范和工程提效方式。"
  },
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    "rank": 10,
    "repo": "revfactory/harness",
    "url": "https://github.com/revfactory/harness",
    "description": "A meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use.",
    "language": "HTML",
    "stars": "7,396",
    "forks": "1,044",
    "stars_today": "123 stars today",
    "ai_related": true,
    "category": "Agent/开发者工具",
    "why": "关注建议：重点看长任务 Agent、检索增强、沙箱执行和复杂工作流编排能力。"
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]