Scientific Figures
Research skill, available on Zeplik
Scientific Figures is a ready-to-run research skill on Zeplik. Publication-quality research visuals — scientific schematics/diagrams, matplotlib/seaborn/plotly publication figures, and research-talk slide decks. Ask in plain language and Zeplik applies the skill's method for you inside the conversation, on whichever AI model you prefer. It returns a structured diagram you can keep and reuse: Diagram artifact -- labeled nodes/edges, declared kind, deliberate layout (see artifact-templates/diagram.md).
The Scientific Figures skill loads automatically when your request matches it, or you can invoke it directly by typing /scientific-figures in any chat. It works with attachments, connectors, and any model that supports the task, so you get the same expert method every time without setting anything up.
What the Scientific Figures skill can do
- Generate publication-quality scientific schematics using AI-assisted iteration
- Build slide decks tailored for research talks and conferences
- Produce matplotlib, seaborn, or plotly figures for journal submission
- Deliver runnable code and configs matching venue formatting constraints
Try these prompts on Zeplik
Pick a prompt to open it in the Zeplik app. If you are not signed in yet, your prompt is waiting for you the moment you do.
How the Scientific Figures skill works
/scientific-figures
Umbrella for scientific figures. The user needs a publication or presentation visual; establish the artifact (figure, schematic, slides) and venue constraints, then deliver the visual or generation code. For exploratory/general Python charts route to python-data-viz.
Dispatch table
Pick the reference file(s) that match the request, read them, then answer. Read at most 2-3 files per turn.
| Topic | Read |
|---|---|
| Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iter… | references/scientific-schematics.md |
| Build slide decks and presentations for research talks. | references/scientific-slides.md |
| Create publication figures with matplotlib/seaborn/plotly. | references/scientific-visualization.md |
How to work
- Identify which leaf topic the request maps to from the dispatch table above; establish the concrete inputs (language, dataset, framework, file format) and the goal. Ask for a missing detail rather than guessing.
- Read the matching reference file(s) before answering. Read at most 2-3 per turn.
- Deliver runnable artifacts — code, configs, specs — with a short rationale, matching the user's existing conventions when they paste code.
- Confirm any decision the source flags (versions, thresholds, tradeoffs) with the user instead of guessing.
Usage
/scientific-figures $ARGUMENTS
How to use the Scientific Figures skill
Sign in to Zeplik
Create a free Zeplik account or sign in. New accounts start with free credits, so you can try the Scientific Figures skill right away.
Describe your research task
Ask in plain language, or type /scientific-figures to invoke the skill directly. Zeplik recognizes the Scientific Figures skill and applies its method.
Review and refine the result
Zeplik returns a structured diagram you can edit, download, and reuse. Ask follow-ups to refine it.
Source and credit
- Author
- davila7 (D7 umbrella-consolidation)
- License
- MIT
Adapted from the open-source davila7/claude-code-templates project and tuned to run natively on Zeplik. View source on GitHub.
Frequently asked questions
- What is the Scientific Figures skill?
- Scientific Figures is a ready-to-run research skill on Zeplik. Publication-quality research visuals — scientific schematics/diagrams, matplotlib/seaborn/plotly publication figures, and research-talk slide decks. Ask in plain language and Zeplik applies the skill's method for you inside the conversation, on whichever AI model you prefer. It returns a structured diagram you can keep and reuse: Diagram artifact -- labeled nodes/edges, declared kind, deliberate layout (see artifact-templates/diagram.md).
- How do I use Scientific Figures on Zeplik?
- Sign in to Zeplik and ask in plain language, or type /scientific-figures in any chat to invoke it directly. The skill applies its method and returns a result you can refine in the same conversation.
- Which AI model does the Scientific Figures skill use?
- Any model you choose. Zeplik works across every model in one chat, so the Scientific Figures skill runs on your preferred model for the task.
- Where does the Scientific Figures skill come from?
- The Scientific Figures skill is adapted from the open-source davila7/claude-code-templates project (MIT) and tuned to run natively on Zeplik. The original source is linked on this page.
- How much does the Scientific Figures skill cost?
- Using the skill is free to start. You only spend Zeplik credits when the assistant runs, and new accounts begin with free credits.
Related research skills
- Academic PublishingAcademic publishing workflows — citation/reference management, LaTeX research posters, and venue templates with submission requirements. Use for "manage citations" or "format for a venue / make a poster"; for the writing itself see research-writing.
- Bio Research ToolkitUse when running comp-bio workflows -- single-cell RNA-seq QC, scvi-tools deep models, nf-core pipelines, instrument-to-Allotrope conversion. Not for literature research (use deep-research).
- Cheminformatics ToolkitsCheminformatics and molecular modeling — RDKit/Datamol molecular handling, DeepChem molecular ML, COBRApy metabolic modeling, Pymatgen materials, matchms/pyOpenMS mass spectrometry. Use for "work with molecules/chemistry data"; for genomics see genomics-toolkits.
- Clinical WritingClinical and medical document generation — clinical decision-support docs, clinical/case reports (CARE guidelines), and focused treatment plans in LaTeX/PDF. Use for "write a clinical report/treatment plan/CDS doc"; for research manuscripts see research-writing.
- Competitive BriefUse for competitor research or a competitive analysis -- 'compare us against X', 'build a battlecard for sales', 'competitor Y just launched Z, what does it mean for us' -- producing a positioning/messaging comparison with gaps, opportunities, threats. Not for general market reports (use deep-research).
- Deep Research ReportsUse for a long, multi-step, sourced research report -- market analysis, competitive landscaping, literature review, due diligence: 'do deep research on X', 'write a full report with citations'. Plans, searches, and synthesizes autonomously. Not for a quick look-up or short synthesis (use research).
More on Zeplik
Try Scientific Figures on Zeplik
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