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Showing SKILL.md
| name | account-volatility-monitoring |
| description | 识别账户余额异常波动、大额资金进出、AUM剧烈变化和异常活跃，辅助重点账户监测与风险预警 |
银行需要持续监测账户层面的异常波动，包括余额大幅变动、大额资金集中进出、AUM短期剧变、长期沉寂后突然激活等情况。这些波动可能反映客户资金搬家、流失风险、异常交易行为或潜在风控信号，需要及时识别并分级关注。
核心问题包括：
| 字段 | 说明 | 是否必需 |
|---|---|---|
| 监测时段 | 日/周/月/自定义区间 | 是 |
| 监测对象 | 账户/客户/客群/机构 | 是 |
| 账户余额数据 | 含日终余额、AUM等时序数据 | 是 |
| 交易流水数据 | 含金额、方向、时间戳等 | 否 |
| 波动阈值 | 自定义波动触发标准 | 否 |
| 历史基线 | 账户历史余额/活跃度基线 | 否 |
bank-calc-utils：提供余额变动计算、波动率统计、阈值判定等基础计算能力large-fund-movement-tracking：对波动账户中涉及大额资金变动的进行深入追踪# 调用 skill
result = run_skill({
"param1": "value1",
"param2": "value2"
})
python scripts/run_skill.py --input data.json