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当用户要求把实验结果写成论文叙述、解释图表发现、组织 ablation / failure case 文字、推荐实验图表表达，或将 metrics 转成谨慎的 result narrative 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 | experiment-narrative-analysis |
| description | 当用户要求把实验结果写成论文叙述、解释图表发现、组织 ablation / failure case 文字、推荐实验图表表达，或将 metrics 转成谨慎的 result narrative 时使用。 |
| version | 0.1.0 |
把已有实验结果、图表和指标转化为谨慎、可发表、证据对齐的论文结果叙述。
results-analysis 的统计检验和严格结果分析。references/prompt-recipes.md 生成 result narrative 或 plot recommendation。references/prompt-recipes.md - 实验分析叙述、ablation/failure case 和图表推荐模板。