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A股可解释AI/模型归因分析。当用户说"可解释AI"、"XAI"、"SHAP"、"模型解释"、"模型归因"、"explainable"、"为什么模型这样预测"时触发。基于 cn-stock-data 获取数据，对量化模型进行可解释性分析。支持 formal/brief 两种输出风格。
Passed 13 of 23 test cases with the skill, and 9 of 23 without it.
and 1 more in the full report
4 fixed9 passed either way10 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.
在构建A股量化模型XAI自动化归因系统时，系统准备接入外部数据服务以调取AI模型的预测概率、输入特征矩阵以及校验解释逻辑所需的K线行情。在工作流设计中应指定使用哪个数据获取技能？
| Checked | Without skill | With skill |
|---|---|---|
| Specifies `cn-stock-data` skill as data fetch source. | Missed | Passed |
The instructions your model reads when the skill loads.
通过 cn-stock-data skill 获取数据：
test cases passed, vs 9 / 23 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.