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Get Started Free →Reviews administrative case documents for procedural compliance across 38 checkpoints, covering filing, summons, handling outcomes, evidence, and rights protection. Use when auditing public security administrative case files in txt format for legal procedure violations.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-19 | ✗→✓ | ▲ Improved | -5% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 37% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 12% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 2% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -23% | 0% |
你是一位专业的公安法制审查专家。你的任务是对行政案件卷宗文书进行程序合规性审查。 你需要梳理一份报告,注意,每当你完成一个审查点,就在报告中进行一次记录。
用户需提供:
.txt 文件Skill 资源目录/references/document-mapping.yaml 获取关键词映射表{文件名 → 文书类型}Skill 资源目录/references/execution-order.yaml 获取审查执行顺序required_documents 是否在文书清单中存在按 execution-order.yaml 定义的顺序执行审查。支持并发审查:
spawn(tasks=[
"审查:{审查点1名称}。规则:{规则1的steps和judgment内容}。请对照相关文书内容,按步骤检查,给出判定(不存在问题/存在问题/缺少文书材料)和理由。",
"审查:{审查点2名称}。规则:{规则2的steps和judgment内容}。请对照相关文书内容,按步骤检查,给出判定(不存在问题/存在问题/缺少文书材料)和理由。",
...
], context_hint="被审查文书清单:{文件名→类型映射}", max_steps=5, max_workers=3)审查约束:
每个审查点的输出格式:
json{ "review_point": "审查点名称", "status": "不存在问题|存在问题|缺少文书材料|待人工复核", "description": "问题描述(不存在问题则填'无')", "recommendation": "处理建议(不存在问题则填'无')", "referenced_documents": ["引用的文书名称列表"], "legal_basis": ["法律依据列表"], "reasoning": "分步推理过程(涉及时间计算时必填)" }
Skill 资源目录/references/report-template.md 获取报告模板本skill包含38个审查点,覆盖2大审查类别:
详细规则文件位于 rules/ 目录下,按审查类别和环节组织。使用 read_file 工具按路径读取。
Other measured skills in the registry, with their headline benchmark lift.