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Turn a paper's problems into executable validation (design → spec). Requires critic's analysis already in the wiki. Triggers: 验证设计, paper-validate, 验证实验, 怎么验证这个 claim.
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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-validate |
| description | Turn a paper's problems into executable validation (design → spec). Requires critic's analysis already in the wiki. Triggers: 验证设计, paper-validate, 验证实验, 怎么验证这个 claim. |
把论文已识别的问题转成可执行的验证。
前置依赖：需要 critic 的问题分析已在 wiki。paper-validate 不自动运行 critic（critic 是独立 predicate）。
design — 基于 critic 问题分析，产出验证实验设计（备好 md 经 ingest 写入 wiki）。spec — 基于 design，生成 claude-code 任务提示词（备好 md 经 ingest 写入 wiki）。用 wiki_search 检查 critic 问题分析是否已在 wiki。若未找到，先运行 critic（或完整分析链的 read→critic），再回来执行 paper-validate。
呈现优先验证实验、claude-code 任务提示词要点，附 wiki 路径。建议下一步：把 spec 提示词发给 claude-code 执行，或 paper-audit 审计整条链。
| Field | Required | Description |
|---|---|---|
| 论文（wiki page） | 是 | 已入库的论文 |
| critic 问题分析（wiki） | 是（前置） | 必须已存在 |
| 代码仓库路径 | 否 | spec 生成时参考 |