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当用户需要在银行对公场景下对企业舆情异常做预警分级、识别高风险信号、形成核验要点与跟进处置动作，并输出可用于日报/周报/事件通报的结构化内容时触发本技能。适合贷后监测、授信存量管理与风险事件初筛。
Passed 21 of 25 test cases with the skill, and 11 of 25 without it.
and 15 more in the full report
11 fixed10 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
在每日例行舆情监控中，只抓取到一条简短的微博文“XX建材厂听说快倒闭了，欠了一屁股债”，缺乏具体金额、事件经过及任何官方报道。请给出处理建议。
| Checked | Without skill | With skill |
|---|---|---|
| The response identifies the input as lacking event context and outputs an information gap and supplement list. | Missed | Passed |
| The response recommends low-cost preliminary verification actions rather than drastic credit cuts. | Passed | Passed |
The instructions your model reads when the skill loads.
舆情预警的目标不是“汇总新闻”，而是把分散信号转成可执行动作：先分级（严重度/可信度/扩散性），再核验（证据链与硬事件），最后给出处置（跟进动作、升级条件、沟通口径）。
这个 skill 会输出统一结构的“预警包”：摘要、信息缺口、红旗、核验要点、补件清单、沟通问题、下一步动作，便于直接落地到贷后监测、存量授信管理、风险事件通报。
test cases passed, vs 11 / 25 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.