review-figures

name	review-figures
description	Send paper figures to vision-capable models for feedback on clarity, design, and presentation
allowed-tools	Read, Bash, Glob, Grep
user-invocable	true

Review Figures

Sends each figure from the paper to vision-capable models via EDSL for feedback on clarity, labeling, design quality, and caption adequacy. Results are recorded as eval responses under the "figures" category.

Usage

/review-figures

Prerequisites

• The paper must be registered in katz with images copied to .katz/versions/<commit>/paper/. (This happens automatically when registering with katz paper register — sibling image files are copied alongside the manuscript.)
• edsl must be installed.

Workflow

1. Validate

Run katz paper status to confirm registration. Check that images exist:

ls .katz/versions/$(katz paper status | python3 -c "import sys,json; print(json.load(sys.stdin)['data']['commit'])")/paper/*.png

2. Run the figure review

# All figures, 2 models (Claude Opus + GPT-5.4)
python <katz-skills-path>/review-figures/scripts/edsl_review_figures.py


python <katz-skills-path>/review-figures/scripts/edsl_review_figures.py --dry-run


python <katz-skills-path>/review-figures/scripts/edsl_review_figures.py --models 1