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Get Started Free →当需要生成风险管理日报并汇总当日风险信号、重点事件和处置进度时使用本技能。
.claude/skills/aifinlab-bank-t213-risk-management-daily-report-assistant/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-16 | ✗→✓ | ▲ Improved | -29% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 59% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -55% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -28% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 175% | 0% |
用于每日汇总风险信号、重点事件与处置进度，输出结构化日报内容，帮助风控团队快速跟进。
scripts/daily_risk_report_builder.py：生成日度风险报告草稿。| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-07 | pass→pass | 32,684 | 24,304 | -26% | 1 | 1 | 0% | 2,993 | 3,274 | +9% | 0 | 0 | — |
case-16 | fail→pass | 7,593 | 4,170 | -45% | 1 | 1 | 0% | 1,124 | 794 | -29% | 0 | 0 | — |
case-01 | pass→pass | 17,378 | 13,019 | -25% | 1 | 1 | 0% | 2,141 | 1,847 | -14% | 0 | 0 | — |
case-02 | pass→pass | 20,143 | 13,881 | -31% | 1 | 1 | 0% | 2,592 | 2,352 | -9% | 0 | 0 | — |
case-03 | fail→fail | 41,080 | 19,605 | -52% | 1 | 1 | 0% | 5,513 | 3,165 | -43% | 0 | 0 | — |
case-04 | pass→pass | 11,008 | 9,291 | -16% | 1 | 1 | 0% | 1,513 | 1,956 | +29% | 0 | 0 | — |
case-05 | pass→pass | 15,193 | 13,396 | -12% | 1 | 1 | 0% | 2,393 | 2,257 | -6% | 0 | 0 | — |
case-06 | fail→pass | 14,449 | 17,057 | +18% | 1 | 1 | 0% | 1,844 | 2,933 | +59% | 0 | 0 | — |
case-08 | pass→pass | 16,149 | 11,989 | -26% | 1 | 1 | 0% | 2,509 | 1,996 | -20% | 0 | 0 | — |
case-09 | pass→pass | 6,757 | 11,507 | +70% | 1 | 1 | 0% | 1,026 | 1,910 | +86% | 0 | 0 | — |
case-10 | pass→pass | 12,523 | 16,381 | +31% | 1 | 1 | 0% | 1,860 | 2,226 | +20% | 0 | 0 | — |
case-11 | pass→pass | 11,263 | 9,739 | -14% | 1 | 1 | 0% | 1,697 | 1,755 | +3% | 0 | 0 | — |
case-12 | pass→pass | 10,975 | 11,544 | +5% | 1 | 1 | 0% | 1,686 | 1,824 | +8% | 0 | 0 | — |
case-13 | fail→pass | 7,865 | 2,073 | -74% | 1 | 1 | 0% | 1,143 | 513 | -55% | 0 | 0 | — |
case-14 | fail→pass | 10,705 | 5,070 | -53% | 1 | 1 | 0% | 1,367 | 978 | -28% | 0 | 0 | — |
case-15 | pass→pass | 14,642 | 15,970 | +9% | 1 | 1 | 0% | 2,320 | 2,419 | +4% | 0 | 0 | — |
case-17 | fail→pass | 5,906 | 13,569 | +130% | 1 | 1 | 0% | 775 | 2,135 | +175% | 0 | 0 | — |
case-18 | pass→pass | 7,897 | 14,127 | +79% | 1 | 1 | 0% | 1,266 | 2,235 | +77% | 0 | 0 | — |
case-19 | pass→pass | 11,142 | 12,832 | +15% | 1 | 1 | 0% | 1,449 | 2,058 | +42% | 0 | 0 | — |
case-20 | pass→pass | 22,439 | 17,604 | -22% | 1 | 1 | 0% | 2,008 | 2,575 | +28% | 0 | 0 | — |
case-21 | pass→pass | 7,973 | 11,893 | +49% | 1 | 1 | 0% | 1,273 | 1,935 | +52% | 0 | 0 | — |
case-22 | fail→fail | 16,739 | 17,101 | +2% | 1 | 1 | 0% | 2,496 | 2,827 | +13% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +23 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.