chencore/tweet-skills/topic-research

{
  "topic": "AI编程工具爆发",
  "core_facts": [
    "GitHub数据显示AI编程工具年增300%",
    "中小企业采纳率不足20%"
  ],
  "各方观点": {
    "支持方": ["工具提升效率", "开发者工作方式改变"],
    "反对方": ["学习成本高", "团队工作流难改"]
  },
  "key_data": [
    "300%年增",
    "20%采纳率",
    "42.5分抽象推理（vs 头部76分）"
  ],
  "争议点": [
    "工具爆发≠团队升级",
    "技术采纳率低于预期"
  ],
  "background": "AI编程工具从2023年开始爆发...",
  "sources": [
    {"name": "GitHub年报", "url": "https://github.blog/..."},
    {"name": "TechCrunch文章", "url": "https://techcrunch.com/..."}
  ]
}

调研：AI编程工具爆发但团队采纳率低

{
  "topic": "AI编程工具爆发但团队采纳率低",
  "core_facts": [
    "GitHub数据显示AI编程工具使用率年增300%",
    "中小企业采纳率不足20%",
    "Arena评测Muse Spark排第三但抽象推理仅42.5分"
  ],
  "各方观点": {
    "支持方": [
      "工具是未来，不接受会被淘汰",
      "已经采纳的团队效率提升显著"
    ],
    "反对方": [
      "学习曲线太陡，团队不愿意改",
      "现有工作流稳定，没必要换"
    ]
  },
  "key_data": [
    "300%年增",
    "20%采纳率",
    "头部模型抽象推理76分",
    "Muse Spark 42.5分"
  ],
  "争议点": [
    "排名vs具体能力",
    "工具爆发vs组织采纳"
  ],
  "background": "AI编程工具从2023年开始爆发，GitHub Copilot引领...",
  "sources": [
    {"name": "GitHub年报2025", "url": "https://github.blog/ai-report-2025"},
    {"name": "Arena评测报告", "url": "https://arena.com/q1-2026"}
  ]
}