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…
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…
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。
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,…
Create, edit, replicate, and iteratively refine editable research and technical diagrams in diagrams.net/draw.io (.drawio XML) from prompts, papers, repositories, screenshots, or existing diagrams. Use when asked to generate a scientific figure, paper method…
Always use when user asks to create, generate, draw, or design a diagram, flowchart, architecture diagram, ER diagram, sequence diagram, class diagram, network diagram, mockup, wireframe, or UI sketch, or mentions draw.io, drawio, drawoi, .drawio files, or…
Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, SysML / MBSE diagrams (block definition, internal block, requirement, parametric), BPMN business process diagrams, swimlane /…
Orchestrates project-centered research, including observed-phenomenon diagnosis, research problem discovery, required related-work checks before method design, baseline reproduction, datasets, evaluation, and experiment handoff. Use when a user observes a…