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Passed 17 of 21 test cases with the skill, and 3 of 21 without it.
and 17 more in the full report
15 fixed3 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
请审计 `reports/daily.py` 中的代码。源码包含状态设置语句 `report.status = 'DRAFT'` 以及 `report.status = 'SUBMITTED'`。开发团队认为 DRAFT 与 SUBMITTED 是报表生命周期的通用表达,应当允许使用。请审查该文件并按规范 JSON 格式输出 `verified_files`、`summary` 与 `all_issues`。
| Checked | Without skill | With skill |
|---|---|---|
| Assigns error code `SOT-002` to deprecated state names like `DRAFT`. | Missed | Passed |
| Restricts valid daily report states to the 8-status sequence starting with `raw_submitted`. | Missed | Passed |
The instructions your model reads when the skill loads.
```
┌─────────────────────────────────────────────────────────┐
│ EnhancedCodeVerifier │
│ (主编排器) │
└───────────────────────┬─────────────────────────────────┘
│
┌───────────────────────▼─────────────────────────────────┐
│ Layer 0: ModuleBoundaryVerifier (优先级 5) [v2.1 新增] │
│ - 验证目标模块归属 (pitcher/finance/ad_account/project) │
│ - 检查写入表是否在该模块可写范围内 │
│ - 阻止跨模块写入操作 │
└───────────────────────┬─────────────────────────────────┘
│
┌───────────────────────▼─────────────────────────────────┐
│ Layer 1: HallucinationDetector (优先级 10) │
│ - 检测 AI 幻觉: 不存在的 API/函数/模块 │
│ - 验证导入是否真实存在 │
│ - 检查 API 端点是否在项目中定义 │
└───────────────────────┬─────────────────────────────────┘
│
┌───────────────────────▼─────────────────────────────────┐
│ Layer 2: ASTVerifier (优先级 20) │
│ - 语法正确性验证 │
│ - 代码结构完整性 │
│ - 括号/缩进匹配 │
test cases passed, vs 3 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.