2023anita/scientific-visual-skills

A scientific vision Skill Pack for Codex/ChatGPT image generation workflows.

scientific-visual-skills is a Codex Skills set specifically designed for research, medicine, life sciences, materials science, and academic communication scenarios. It is not a simple “collection of research graph prompts,” but rather breaks down research visual production into three different tasks, each encapsulated into a professional workflow that can be triggered, maintained, and reused.

This project includes three core skills:

• scientific-infographic: Research infographics, review maps, disease maps, teaching maps, classification summary charts, technical roadmaps.
• scientific-cover-visual: Style images of research magazine covers, main visuals for research, PPT covers, official account covers, academic concept posters.
• scientific-paper-figure: Paper illustrations, graphical abstracts, mechanism diagrams, anatomical structure diagrams, surgical procedure diagrams, experimental flowcharts, pathological mechanism diagrams.

Default rule: When a user requests “generate images,” Skill directly calls ChatGPT’s image generation feature; Only when the user explicitly requests “only prompt words” will the prompt be output.

Output file naming rules: After generating an image, the final delivered file should use a semantic filename consistent with the image’s content and language, rather than the platform’s default ig_...png hash name. For example, bilingual Chinese images can be saved as 人体内源性与外源性凝血途径(Coagulation Cascade).png, and English cover images as Immune Evasion.png. If there is no title in the image that represents the entire image, summarize the shortest and most accurate title based on the user’s theme or image content.

Anesthesia Mechanism Case Gallery

This warehouse has added a new set of anesthetic mechanism example diagrams, demonstrating how three sets of Skills work together under the same medical theme:

• scientific-cover-visual Responsible for the high-impact cover main visuals.
• scientific-infographic Responsible for balancing anesthesia overview and instructional infographics.
• scientific-paper-figure Responsible for pathways to mechanisms such as hypnosis, analgesia, and muscle relaxation.

The core theme revolves around three issues related to anesthetics:

1. How to induce a person into an anesthetic unconscious state.
2. How to produce pain relief.
3. How to create muscle relaxation.

For detailed explanations, see Case Study: Anesthesia Mechanisms.

Emergency Trauma Medicine Education Use Case

This repository also provides an example of emergency trauma clinical education, demonstrating how to transform desensitized Markdown teaching outlines, workflow checklists, or knowledge base pages into research visual materials:

• scientific-cover-visual Generate the main visual for the cover of a course, article, or slide.
• scientific-infographic Generate an overview map of initial assessment, resuscitation pathway, imaging, and consultation teaching.