whwangovo

为科研/论文项目提供初始化 + 文档管理（init/update/status/handoff/log/aris/dashboard）。init 一条命令完成冷启动（git + README + CLAUDE.md + gitignore + docs 全套）和已有项目的结构迁移/版本升级。强制单一来源原则：实验数字→results.md，方法→methods/，论文叙事→paper-plan.md。适用于 ML/AI 研究、论文写作、实验管理场景，不适用于前后端工程项目（见 fullstack-docs）。

Use when the user wants to generate or edit images with Gemini or OpenAI GPT-Image models, or when they need publication-style scientific figures rendered exactly from data with the bundled Python plotting tool. Prefer this skill for text-to-image, image-to-image editing, multi-image reference workflows, attachment-based recreations, exact bar/trend/heatmap/scatter plots, or when the user wants publication-style figures such as CS paper architecture diagrams, materials-science paper schematics, method overviews, pipeline figures, or teaser figures. Supports both Gemini and OpenAI backends via --backend flag.