sivia

Design source-grounded computer-vision paper overviews and method illustrations using Sivia's paired visual case library; reconstruct approved designs as editable PPTX or draw.io and make scoped revisions. Use for paper-to-figure, visual reference selection, and editable figure reconstruction.

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Repository: JasperPWang/lab-codex-skills
Last source activity: October 21, 2026 at 07:38
Detected SKILL.md language: English
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name	sivia
description	Design source-grounded computer-vision paper overviews and method illustrations using Sivia's paired visual case library; reconstruct approved designs as editable PPTX or draw.io and make scoped revisions. Use for paper-to-figure, visual reference selection, and editable figure reconstruction.

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research-dev-standards

Enforces minimum-viable experimental design, evidence-based reasoning, test-driven development, tmux-first long-running sessions, Docker-first reproducible experiment environments, small incremental changes, 3D reconstruction result rendering, and pre-completion review. Use whenever a research idea is being turned into an experiment, including feasibility checks, exploratory or pilot experiments, experiment design, baselines, ablations, resource budgeting, research/training code, GPU/server environments, experiment execution, qualitative 3D rendering/comparison, or experiment documentation; also trigger when the user mentions 想法验证, 探索性实验, 预实验, 实验设计, 最小可行性, 最小可行实验, 科研开发规范, 三维重建渲染, Docker first, tmux first, Docker, or tmux.

2026-10-21

nature-figure

Submission-grade Nature/high-impact journal figure workflow for Python or R. Use whenever the user asks to create, revise, audit, or polish manuscript figures, multi-panel scientific plots, figures4papers-style matplotlib plots, or journal-ready SVG/PDF/TIFF outputs, especially for Nature-family or other high-impact journals. Before plotting, define the figure's conclusion, evidence logic, export needs, and review risks. If the user has not chosen Python or R, ask "Python or R?" and stop. Use only the selected backend for figure generation, previewing, exporting, and QA. Supports matplotlib/seaborn and ggplot2/patchwork/ComplexHeatmap. Not for dashboards or Illustrator/Figma-first infographics. Also trigger on general academic-writing figure needs even without the word "Nature", such as making figures/plots for a paper, scientific/academic plotting, data visualization for a manuscript, and Chinese phrasings like 论文配图、学术写作配图、科研绘图、科研作图、画图、作图、出图、论文图表、可视化.

2026-10-21

research-viewer

为重要科研项目建立、接入或维护实验可视化网页，支持跨服务器继续项目、多个方法仓库、实验批次对照、失败案例检查与远程资产浏览。用户继续已有项目并需要检查基线或实验结果时也适用；论文制图、文献网站和公开宣传主页另走对应流程。

2026-10-21

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sivia

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