qa
Adversarial Quality Audit Workflow
Iterative critic/fixer loop for any supported document format.
Format Detection
Determine file type from extension:
.tex→ Beamer LaTeX slides.qmd→ Quarto RevealJS slides (compare vs.texbenchmark if it exists).typ→ Typst document (audit against quality standards)
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, Universal)
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