LaTeX Polish — Source Lint + Vision-On-Rendered-PDF

Heavier-weight visual-quality review than latex. Combines the Phase 4 source-pathology lint with vision-model inspection of selected rendered PDF pages. Designed to catch the failure class that latex Phase 4 source-grep misses: blank pages, clipped tables, illegible shrunken figures, weird title-page line spacing that the regex couldn't fingerprint, bad float placement, overlap.

When to Use

• Pre-submission visual check on a paper, proposal, thesis, or deck
• After major restructuring (new sections, table re-layouts, figure swaps) when you want eyes on the rendered output
• When latex reports a clean build but something still "looks weird"
• When preparing for a panel / supervisor read where presentation matters

When NOT to Use