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当用户需要在银行对公场景下对企业关联方与关联交易做穿透分析(界定边界、归类交易、做合理性测试、穿透资金往来与利润转移、识别风险并形成补件与核验清单)时触发本技能。适合授信尽调/审查/贷后排查的结构化穿透输出。
Passed 20 of 22 test cases with the skill, and 16 of 22 without it.
and 3 more in the full report
4 fixed16 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
在对某新能源物流企业进行贷前调查时,客户经理仅递交了一份关联企业名单,包含实控人名下的5家物流设备及租赁公司。客户尚未提供任何具体的关联交易合同、发票或对账流水。请你评估这一情况,并输出下一步处置建议。
| Checked | Without skill | With skill |
|---|---|---|
| Defines the explicit penetration objective. | Passed | Passed |
| Specifies the required transaction sample data. | Missed | Passed |
| Provides a supplementary document checklist to gather necessary transaction evidence. | Passed | Passed |
| Lists targeted verification questions for borrower management. | Missed | Passed |
The instructions your model reads when the skill loads.
关联交易穿透不是“把关联方名单抄一遍”,而是回答三件事:
本 skill 输出的是“可核验、可执行”的穿透包:摘要、缺口、红旗、核验要点、补件清单、访谈问题与下一步动作。它不替代审计/法务结论,也不把穿透结论写成确定性违规定性。
test cases passed, vs 16 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.