AI/ML Paper → Presentation-ready Beamer + Quarto slides via Claude Code multi-agent workflow
Agent Claude Code
Fact check. Compares every date, number, name and autonomy label on the slides against the sources the deck declares in deck.yml, checks the forbidden-term list is respected in spirit, and flags claims with no source. Use after content is drafted or before presenting.
Agent Claude Code
Holistic pedagogical review for slide decks. Checks narrative arc, prerequisite assumptions, worked examples, notation clarity, deck-level pacing, and the prior-session callback, then challenges the deck with the devil's-advocate questions. Use after content is drafted.
Agent Claude Code
Expert proofreading agent for slide decks. Reviews for grammar, typos, overflow against the deck's own density budget, and consistency. Use proactively after creating or modifying slide content.
Agent Claude Code
Specialist agent for writing speaker notes (presentation scripts) for Quarto RevealJS decks - paper reviews, course lectures, and invited talks. Generates natural verbatim reading scripts from slide content, the deck's declared premises, and its sources. Supports English and Korean. Use as a subagent during the…
Agent Claude Code
Visual layout auditor for Quarto RevealJS slides. Checks density against the deck's own profile budget, overflow, font consistency, box fatigue, and centering issues. Use proactively after creating or modifying slides.