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当用户要求缩写、扩写、控制字数、压缩摘要、扩展论文段落、适配 page budget，或在不改变 LaTeX、事实和 claim 的情况下微调论文长度时使用。
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Based on SOC occupation classification
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。
| name | paper-compression-expansion |
| description | 当用户要求缩写、扩写、控制字数、压缩摘要、扩展论文段落、适配 page budget，或在不改变 LaTeX、事实和 claim 的情况下微调论文长度时使用。 |
| version | 0.1.0 |
根据字数、页数或信息密度目标，对论文文本做可审查的压缩或扩写。
ml-paper-writing。experiment-narrative-analysis 或 results-analysis。references/prompt-recipes.md 选择压缩或扩写策略。references/prompt-recipes.md - 缩写、扩写和 page-budget 调整模板。