// Perform adversarial visual audit of Quarto or Beamer slides checking for overflow, font consistency, box fatigue, and layout issues.
| name | visual-audit |
| description | Perform adversarial visual audit of Quarto or Beamer slides checking for overflow, font consistency, box fatigue, and layout issues. |
| disable-model-invocation | true |
| argument-hint | [QMD or TEX filename] |
Perform a thorough visual layout audit of a slide deck, checking for overflow, font consistency, box fatigue, and spacing issues.
Read the slide file specified in $ARGUMENTS
For Quarto (.qmd) files:
quarto render Quarto/$ARGUMENTSFor Beamer (.tex) files:
Audit every slide for:
OVERFLOW:
FONT CONSISTENCY:
.smaller when spacing would sufficeBOX FATIGUE:
.quotebox used for non-quotationsSPACING:
fig-align: center on plotsLAYOUT:
. . .) for problem→solution moments.positive/.negative semantic colors not used on binary contrastsProduce a report organized by slide:
Follow the spacing-first principle: Priority order for fixes:
Convert a PDF (or any document) to clean markdown so Claude can read it efficiently. Tries Microsoft MarkItDown first; falls back to OpenDataLoader-PDF for complex layouts (multi-column papers, dense tables, math). Use when user says "convert this PDF", "make this document readable", "turn paper.pdf into markdown", "preprocess this document", or before reading any PDF for analysis.
Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. Report PASS/FAIL per claim against tolerance thresholds. Use before submission and before releasing a replication package.
Adversarial QA workflow comparing Quarto HTML against Beamer PDF benchmark. Iterates between critic (finds issues) and fixer (applies fixes) until APPROVED or max iterations reached.
Comprehensive slide excellence review combining visual audit, pedagogical review, and proofreading. Produces three reports and a combined summary.
Run holistic pedagogical review on lecture slides. Checks narrative arc, PhD student prerequisites, worked examples, notation clarity, and deck pacing.