figure-table-quality
FeaturedReadability and rendering audit for figures and tables in academic manuscripts. Computes effective font/marker sizes at display scale from generation scripts, checks label collisions, color/hatch accessibility, axis-range efficiency, table formatting, and cross-figure consistency. Triggers on: "check figure quality", "audit plots", "readability check", "figure rendering", "are my figures readable", "table formatting check". Companion to figure-rhetoric (visual argument) and manuscript-typography (typesetting).
Install
Quality Score: 93/100
Skill Content
Details
- Author
- Mathews-Tom
- Repository
- Mathews-Tom/armory
- Created
- 7 months ago
- Last Updated
- 5 days ago
- Language
- Python
- License
- MIT
Bundled in these plugins
Similar Skills
Semantically similar based on skill content — not just same category
figure-rhetoric
Evaluate whether figures and plots in a manuscript effectively communicate the claims they support. Audits chart-type fit, axis design, visual hierarchy, data density, caption interpretation, perceptual accuracy, and narrative arc across 8 dimensions. Triggers on: "do my figures work", "check my plots", "are my graphs clear", "figure audit", "do my figures support my claims", "visualization review", "figure rhetoric", "plot review", "chart critique", "visual argument check". Companion to manuscript-review §12 (legibility) and figure-table-quality (rendering).
figure-table-audit
End-stage QA on a finished figure and table set — an inventory with in-text callouts and producing scripts, cross-reference and numbering checks, text-to-evidence consistency between claims and plotted or tabulated values, captions and statistical notes that stand alone, accessibility and production quality, and SI and replication-package linkage. Marks anything requiring values read off an image as needing author verification rather than inventing them. Use when the user is preparing a submission and asks to check figures, tables, captions, cross-references, or table notes, or asks whether the numbers in the text match the exhibits. Design guidance during drafting lives in figures and tables.
figure-review
Audit a scientific figure for publication-readiness: colormaps, uncertainty, axis labels, caption completeness, and claim support. Panel-aware — judges one panel of a composite against what its shared caption and sibling panels supply, and raises a likely-deliberate choice as `by-design?` instead of a defect. Use this whenever the user shares or references a figure, plot, panel, or colorbar for a paper, report, or brief and wants it checked, reviewed, or made publication-ready — even if they just say "does this figure work?" or "review my plot." Emits a per-criterion report and archives it to .ai/reviews/; never silently rewrites plotting code.