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Quality-gate audit of a paper's analysis outputs (extract/critic/design/spec) — runs the audit predicate. Triggers: 质量审计, paper-audit, 审计产出, 流水线审计, 检查这些产出.
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Based on SOC occupation classification
Analyze a paper from a reviewer's perspective — find problems, weak claims, research gaps. Stands alone (no orchestrator wraps it). Triggers: 问题分析, 找论文弱点, 审稿式分析, critic, reviewer critique, 审稿质疑.
Design small, controllable validation experiments for a paper's identified problems (from critic's output). Triggers: 验证实验设计, design validation experiments, 设计验证实验.
Generate or persist evidence-grounded research idea cards anchored to named pain points. Use for research ideas, research directions, or a brainstorm workflow that needs candidate cards or reviewed-card persistence.
Curate the research wiki — lint, compare papers, answer literature queries. Triggers: 文献查询, 对比论文, 跨论文比较, wiki lint, 文献检索, literature query, compare papers, cross-paper.
Deeply extract a paper's experiments for downstream critique and validation design. Triggers: 实验提取, 深度提取, deep extraction.
Unified wiki write entry — ingest a paper PDF into an evidence-traceable paper page, OR write an already-prepared markdown file into the wiki. Triggers: 入库, ingest paper, add to wiki, 写入 wiki, 把这份文档入库, 存进 wiki.
| name | paper-audit |
| description | Quality-gate audit of a paper's analysis outputs (extract/critic/design/spec) — runs the audit predicate. Triggers: 质量审计, paper-audit, 审计产出, 流水线审计, 检查这些产出. |
对一段论文分析链的产出做只读质量门审计（结构、阶段边界、跨阶段一致性）。
audit — 对 extract/critic/design/spec 产出做只读审计（6 维度：结构完整性、字段覆盖、阶段边界、缺失信息标注、证据强度分级、跨阶段一致性），审计报告备好 md 经 ingest 写入 wiki。确认 wiki 里有待审计产出（至少 extract；critic/design/spec 视链长度）。用 wiki_search 定位。
呈现：必须修复项（阻塞下游）、建议改进项、总体可用性结论，附 wiki 路径。
| Field | Required | Description |
|---|---|---|
| 论文（wiki page） | 是 | 待审计产出的论文 |
| 审计范围 | 否 | 默认全部已有阶段；可指定子集 |