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Query and compare literature across wiki papers — runs the curate predicate. Triggers: 文献查询, 对比论文, 跨论文比较, wiki里有没有, literature query, compare papers, cross-paper.
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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 | literature-query |
| description | Query and compare literature across wiki papers — runs the curate predicate. Triggers: 文献查询, 对比论文, 跨论文比较, wiki里有没有, literature query, compare papers, cross-paper. |
在 wiki 现有内容上做文献查询和跨论文比较。
curate — Wiki 策展、跨论文比较、文献查询（lint / compare / query 模式）。用 wiki_get 读 wiki 索引定位相关页面，提取关键事实。Wiki 不足时用 browser 补充（arXiv、Scholar），标注来源。
在指定范围内执行查询（query_type: lint | compare | query）。把目标论文/关键词、wiki 路径、用户原始问题、已读关键事实、网络补充来源传给 curate。产出引用 page_id、标注 evidence_level、矛盾明确标出。
向用户呈现结果，附 page paths 和 evidence_level 标签。
| Field | Required | Description |
|---|---|---|
| query | 是 | 自然语言问题或比较请求 |
| papers | 否 | 论文标题、wiki 路径或关键词 |
| dimensions | 否 | 比较轴：methods, datasets, metrics, results |
evidence_level，矛盾标记各模式的产出结构以 curate predicate 的 ## 查询模式 table 为单一权威来源；若此处的表述与 curate 不一致，以 curate 为准。