Bio figure design
Skill BioTender-max/awesome-bio-agent-skills/skills/bioclaw/bio-figure-design
A curated collection of AI agent skills for biomedical research, covering genomics, proteomics, single-cell analysis, clinical AI, and protein design.
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bio-figure-design
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.
What ships with it
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