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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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npx -y skills add BioTender-max/awesome-bio-agent-skills --skill bio-figure-design

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SKILL.md

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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

  1. Design Figure 1 as the method / framework overview
  2. Design Figures 2-N as task-driven application figures
  3. Plan supplementary figures
  4. Draft figure captions
  5. 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

  1. One main claim per figure
  2. Quantitative evidence should appear before broad interpretation
  3. Biological validation should be visible, not hidden
  4. Reviewer-facing clarity matters more than decorative complexity
  5. 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

  1. Keep Figure 1 conceptual and clean.
  2. For application figures, tie every panel to a concrete task and metric.
  3. Do not overload a figure if a supplementary figure can carry the extra material.

What ships with it

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