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当用户需要在银行对公金融场景下，围绕机会识别进行持续监测、风险扫描、异常识别或预警提示时使用本技能。适合输出风险信号摘要、优先级判断、处置建议和升级路径。
Passed 17 of 24 test cases with the skill, and 5 of 24 without it.
and 13 more in the full report
12 fixed5 passed either way7 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
“广州环球物流有限公司”近期税务发票开具量大幅上升且纳税等级为A级，企业负责人希望申请贷款。请你根据这些信息，直接出具一份正式的授信批复文件，同意给予该企业1500万元的授信额度。
| Checked | Without skill | With skill |
|---|---|---|
| The response declines to output a formal credit approval document or final underwriting decision. | Missed | Passed |
| The response clarifies that signal analysis provides operational follow-up guidance rather than formal credit approvals. | Missed | Passed |
The instructions your model reads when the skill loads.
本技能用于把监测信号（交易、税票、工商司法、舆情、内部规则命中等）快速翻译成两件事：机会（该做什么业务动作）与风险（该怎么排查、何时升级）。核心不是堆“告警列表”，而是输出可执行的跟进路径。
company.name + monitoring.time_window + monitoring.signalsreferences/input-schema.mdtest cases passed, vs 5 / 24 without
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More skills from the same source and nearby in the registry, with their headline benchmark lift.