bio-figure-design
SkillMediaOnce added, your AI can design and refine biological figures for biomedical work. This makes research results easier to present and explain. The skill comes from a curated collection of skills for biomedical research, covering areas such as genomics, proteomics, and protein design.
Available today. Use it from your connected AI after setup.
No other account needed.
Add the skill, then describe the figure you need or share one you want improved. Your AI will handle the design work from there.
Then ask your AI: use the bio-figure-design skill
What your AI can do with it
- Design figures for biomedical research topics
- Turn research results into clear visuals
- Improve the clarity and layout of existing figures
What this skill tells your AI
The instructions your AI receives, as published by biotender-max/awesome-bio-agent-skills in skills/bioclaw/bio-figure-design/SKILL.md and read by ahel’s review.
Step 6: Figure design (Figure 详细设计)
Design the manuscript figures panel by panel, including the figure logic, panel content, and caption intent.
Purpose
- Design Figure 1 as the method / framework overview
- Design Figures 2-N as task-driven application figures
- Plan supplementary figures
- Draft figure captions
- Keep figure logic synchronized with manuscript claims
Input Format
topic: [research topic]
task_system: [task system]
dataset_catalog: [dataset catalog]
metric_system: [metric system]
analysis_system: [analysis system]
target_journal: [optional, default nat-communications]
Workflow
Step 6.1: Design Figure 1
Figure 1 should explain the overall method and paper framing:
- Panel a: method / model overview
- Panel b: data or modality overview
- Panel c: task overview
- Panel d: metric overview
- Panel e: analysis overview
The goal is to make the full manuscript logic visible in one figure.
Step 6.2: Design Figures 2-N
Each application figure should be task-first:
- one major task per figure
- panel a: data flow / experimental setup
- panels b-d: quantitative evaluation
- panel e or later: qualitative / biological validation
This keeps the paper organized around claims rather than around plots.
Step 6.3: Supplementary figures
Use supplementary figures for:
- ablations
- robustness checks
- extra markers
- extended datasets
- alternative parameter settings
Step 6.4: Caption planning
Every figure should have a caption plan that explains:
- what each panel shows
- what claim it supports
- what dataset it uses
- what metric or biological conclusion it demonstrates
Output Format
# Figure Designs
## Figure 1: Framework Overview
- Panel a:
- Panel b:
- Panel c:
- Panel d:
- Panel e:
- Caption intent:
## Figure 2: [Task 1]
- Panel a:
- Panel b:
- Panel c:
- Panel d:
- Panel e:
- Caption intent:
## Figure 3: [Task 2]
...
## Supplementary Figures
- Supplementary Figure 1:
- Supplementary Figure 2:
## Design Notes
- visual consistency
- panel ordering logic
- expected take-home message per figure
## Next Step
- Use the figure plan to draft manuscript text in Step 7
Figure Design Principles
- One main claim per figure
- Quantitative evidence should appear before broad interpretation
- Biological validation should be visible, not hidden
- Reviewer-facing clarity matters more than decorative complexity
- Figure order should match the manuscript story
Usage
/bio-figure-design "topic: spatial multi-omics integration | task_system: [...] | dataset_catalog: [...] | metric_system: [...] | analysis_system: [...] | target_journal: nat-communications"
Notes
- Keep Figure 1 conceptual and clean.
- For application figures, tie every panel to a concrete task and metric.
- Do not overload a figure if a supplementary figure can carry the extra material.
Signals
- GitHub stars
- 178
- Forks
- 32
- Last commit
- Jul 2026
Advanced
- Catalog kind
- skill
- Gateway key
bio-figure-design- Source
- github.com/biotender-max/awesome-bio-agent-skills