메뉴
Batch-ingest many papers - trigger the ingest skill once per paper. Triggers: 批量入库, 多篇论文录入, 批量录入论文, batch ingest, ingest multiple papers.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
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.
把多篇论文批量录入 wiki。对每篇论文触发一次 ingest predicate。隔离语义由 ingest predicate 自带（它始终以隔离 subagent 运行，PDF 不进 main context），本 orchestrator 自动继承，不含任何 spawn 样板。多篇可并行（受 maxConcurrent 限制）。
对论文列表中的每篇论文，触发一次 ingest（传 pdf_path 与 target_domain）。ingest 自带隔离 subagent 语义，main 触发后由隔离 subagent 实际执行入库并返回 wiki 路径 + evidence_level（成功）或具体原因（失败）。
wiki_search 标记已入库的（默认跳过，除非用户要求重入库）。maxConcurrent（默认 8）限制，超过则排队。汇总每篇结果：
evidence_level。失败的列出，可单独重跑该篇 ingest 或报告用户。建议下一步：curate（lint 模式）批量检查新页面，或 paper-read 深读某篇。
evidence_level；每个失败项包含具体原因。| Field | Required | Description |
|---|---|---|
| 论文列表 | 是 | PDF 路径/URL 列表（每篇一行），或一个含论文的目录路径 |
| target_domain | 推荐 | 论文所属领域子树 |
| 重入库已存在 | 否 | 默认跳过已入库；设 true 强制重入库 |