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。
当用户要求“create git commit”、“manage branches”、“follow git workflow”、“use Conventional Commits”、“handle merge conflicts”，或询问 Git 分支策略、版本控制最佳实践、Pull Request 流程时使用。该 skill 提供面向团队协作的完整 Git workflow 指南。
This skill should be used when the user asks where new files should live, says code or experiment outputs are scattered, adds experiment entrypoints, writes analysis/report artifacts, or needs Git branch/worktree separation for ML experiments.