What problem does it solve?
Educators and presenters often struggle to ensure lecture slides meet visual standards, pedagogical clarity, and textual accuracy across multiple files. This Skill runs a multi-agent evaluation and produces actionable reports.
Core Features & Use Cases
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Visual Audit: checks font consistency, spacing, image balance, and layout quality; saves a visual audit report to quality_reports/[FILE]_visual_audit.md
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Pedagogical Review: assesses narrative flow, pacing, notation, and instructional clarity; saves a pedagogy report to quality_reports/[FILE]_pedagogy_report.md
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Proofreading: reviews grammar, notation, citations, and overall academic quality; saves a proofreading report to quality_reports/[FILE]_report.md
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TikZ Review: validates TikZ diagrams for label overlaps and geometric accuracy (only if file contains TikZ); saves a TikZ review to quality_reports/[FILE]_tikz_review.md
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Content Parity: for qmd files with corresponding tex, compares frames and environments to detect drift; saves a parity report to quality_reports/[FILE]_parity_report.md
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Substance Review: optional for tex files to check domain correctness via domain-reviewer protocol; saves a substance report to quality_reports/[FILE]_substance_review.md
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Synthesis: produces a combined summary and a quality score.
Quick Start
Run the Slide Excellence Review on a target QMD or TEX slide file to generate the quality_reports and the combined summary.