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qa-quarto

Adversarial Quarto vs Beamer QA. Critic finds issues, fixer applies fixes, loops until APPROVED (max 5 rounds).

Published by brycewang-stanford ↗brycewang-stanford/Auto-Empirical-Research-Skills

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qa-quarto

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Use qa-quarto to compare [Quarto slides] against [Beamer PDF or source], resolve identified presentation issues through the documented review loop, and report any unresolved issues after the maximum rounds.

Required inputs

  • [Quarto slides]
  • [Beamer PDF or source]

User-approved starter prompt based on a pinned source version; check current skill requirements before running. Task evidence ↗

SKILL.md

name: qa-quartodescription: Adversarial Quarto vs Beamer QA. Critic finds issues, fixer applies fixes, loops until APPROVED (max 5 rounds).argument-hint: "[LectureN]"allowed-tools: ["Read", "Grep", "Glob", "Write", "Edit", "Bash", "Task"]context: fork

Adversarial Quarto vs Beamer QA Workflow

Compare Quarto HTML slides against their Beamer PDF benchmark using an iterative critic/fixer loop.

Philosophy: The Beamer PDF is the gold standard. The Quarto translation must be at least as good in every dimension.

Workflow

Phase 0: Pre-flight → Phase 1: Critic audit → Phase 2: Fixer → Phase 3: Re-audit → Loop until APPROVED (max 5 rounds)

Hard Gates (Non-Negotiable)

GateCondition
OverflowNO content cut off
Plot QualityInteractive charts >= static plots
Content ParityNo missing slides/equations/text
Visual RegressionQuarto >= Beamer in all dimensions
Slide CenteringContent centered, no jumping
Notation FidelityAll math verbatim from Beamer

Phase 0: Pre-flight

  1. Locate Beamer (.tex/.pdf) and Quarto (.qmd/.html) files
  2. Check freshness (re-render if QMD newer than HTML)
  3. Verify TikZ SVGs if applicable

Phase 1: Initial Audit

Launch the quarto-critic agent to compare Beamer vs Quarto comprehensively. Report saved to quality_reports/[Lecture]_qa_critic_round1.md.

Phase 2: Fix Cycle

If not APPROVED, launch quarto-fixer agent to apply fixes (Critical → Major → Minor), re-render, and verify.

Phase 3: Re-Audit

Re-launch critic to verify fixes. Loop back to Phase 2 if needed.

Iteration Limits

Max 5 fix rounds. After that, escalate to user with remaining issues.

Final Report

Save to quality_reports/[Lecture]_qa_final.md with hard gate status, iteration summary, and remaining issues.