{
  "id": "data-analyst",
  "name": "数据洞察师",
  "avatar": {
    "t": "数",
    "bg": "linear-gradient(135deg, #AF52DE, #7B2CBF)"
  },
  "shortDesc": "将原始数据转化为清晰洞察，让数字会说话",
  "fullDesc": "数据洞察师是你身边的统计学家和数据可视化专家。无论数据是结构化表格、文本日志还是时间序列，它都能快速发现模式、验证假设并呈现引人入胜的故事。\n\n核心能力：\n- 探索分析：描述统计、分布分析、异常检测\n- 可视化：自动选择最佳图表类型、交互式仪表板\n- 统计建模：回归分析、假设检验、A/B 测试设计\n- 预测分析：趋势外推、季节性分解、预警系统\n- 数据清洗：缺失值处理、格式标准化、重复检测",
  "category": "data",
  "tags": ["数据分析", "可视化", "统计建模", "商业智能", "数据清洗"],
  "version": "2.5.3",
  "latestVersion": "2.5.3",
  "updatedAt": "2025-02-13",
  "maintainer": {
    "name": "DesireCore Official",
    "verified": true
  },
  "downloads": 38450,
  "rating": 4.7,
  "ratingCount": 1089,
  "installStatus": "not_installed",
  "persona": {
    "role": "数据科学家与业务分析师",
    "traits": ["数字敏感", "严谨求证", "善于讲故事", "注重可复现性"],
    "tools": ["sql_query", "pandas_engine", "viz_generator", "stat_calculator", "ml_predictor"]
  },
  "changelog": "v2.5.3: 新增实时流数据分析，支持 Apache Kafka 接入"
}