# Nature Figure

> AutoFlow-local publication chart and scientific schematic backend integrated from nature-figure 2.1.0.

- Skill: `qiuy-collab/nature-figure` (Agent Skill, multi-file: 7 files)
- Install (CLI): `npx skillmds@latest add qiuy-collab/nature-figure`
- Raw SKILL.md: https://api.skillmd.com/api/skills/qiuy-collab/nature-figure/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: qiuy-collab (https://skillmd.com/u/qiuy-collab)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/qiuy-collab/nature-figure

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# Integrated Nature Figure

This is an internal AutoFlow image capability, not a separate user-level call.

- Route quantitative publication figures through `image.chart` and
  `scripts/plot_templates.py` in this integration.
- Route graphical abstracts, mechanism diagrams, concept illustrations, and
  paper schematics through `image.ai` and AutoFlow's
  `scripts/generate_scientific_schematic.py`.
- Keep deterministic structured architecture/UML/ER/process diagrams in
  `image.diagram`.
- Validate publication plotting source with
  `scripts/validate_scientific_figure.py` before delivery.

Read `references/figure-types.md` for the complete classification and testing
boundary. Every executable type in `figure-types.json` belongs to the unified
AutoFlow image coverage matrix.