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spec — Translate validation designs (from design's output) into a claude-code task prompt. Triggers: 生成任务提示词, spec, codex 提示词, claude-code task, 实现规格.
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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 | spec |
| description | spec — Translate validation designs (from design's output) into a claude-code task prompt. Triggers: 生成任务提示词, spec, codex 提示词, claude-code task, 实现规格. |
将验证实验设计（design 产出）翻译成 claude-code 可直接执行的工程任务提示词，产出标题为 # 发给 claude-code 的完整任务提示词 的完整 Markdown 文档。
design 验证实验设计，需要转成 claude-code 可执行任务不要用于：验证设计本身（design）、问题分析（critic）。
需要 design 的验证实验设计文档已存在（通常在 wiki 里）。若缺失，先运行 design（而 design 又需要 critic）。
| 材料 | 必需 |
|---|---|
critic 问题分析文档 | 是 |
design 验证实验设计文档 | 是 |
| 论文基础 Wiki 文档 | 可选（背景） |
| 代码仓库路径或结构说明 | 可选 |
此处应填写代码仓库路径此处应填写论文基础 Wiki 标识此处应填写训练入口文件路径请根据仓库结构自行定位若 design 中没有明确优先级，提示 claude-code 优先选择：最小改动、最容易控制变量、最直接对应核心问题、最容易保存和比较结果的实验。
先输出为一份完整 md，写到 raw/sources/<slug>.md，然后调用 ingest（传入该 md 文件路径）统一写入 wiki；不直接调用 wiki_apply 建页。标题必须为 # 发给 claude-code 的完整任务提示词，包含：
ingest 写入 wiki（含 wiki 路径），且本 skill 未直接调 wiki_apply 建页