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当用户要求检查论文逻辑、段落连贯性、claim-evidence 对齐、Reviewer 视角快速审视、找论证漏洞，或判断 novelty / evidence / limitation 是否支撑结论时使用。
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Based on SOC occupation classification
| name | paper-logic-diagnosis |
| description | 当用户要求检查论文逻辑、段落连贯性、claim-evidence 对齐、Reviewer 视角快速审视、找论证漏洞，或判断 novelty / evidence / limitation 是否支撑结论时使用。 |
| version | 0.1.0 |
从 reviewer 视角诊断论文文本、章节或整体 narrative 的逻辑链条，找出 claim、evidence、scope 和 writing clarity 的问题。
ml-paper-writing 或 academic-polishing。references/prompt-recipes.md 执行逻辑检查或 reviewer scan。references/prompt-recipes.md - 逻辑检查和 reviewer 视角审视模板。Use when the user asks to generate or refresh an architecture map, structure diagram, core call flow, local viewer assets, or runs ~map. Produces hello-scholar native architecture-map.json plus compact Markdown and Mermaid companion artifacts.
Use when the user asks to open the architecture viewer, view diagrams, inspect node evidence, export the local architecture map, or troubleshoot hello-scholar map view/export behavior.
实验分析命令，基于 experiment package、runs、metrics 和 evidence 形成结果解释与下一轮实验计划。
实现命令，把 plan package、change record 或 experiment package 落成代码、配置、文档或实验变更。
Use only when the user explicitly types ~map. Generates or refreshes the hello-scholar native architecture map by invoking the architecture-map workflow, then validates and points to the local viewer.
用于涉及编写或修改源码的日常编码任务。