visual-audit
openbooklet.com/s/visual-auditopenbooklet.com/s/visual-audit@1.0.0GET /api/v1/skills/visual-auditPerform adversarial visual audit of Quarto or Beamer slides checking for overflow, font consistency, box fatigue, and layout issues.
Compile a Beamer LaTeX slide deck with XeLaTeX (3 passes + bibtex). Use when compiling lecture slides.
Show current context status and session health. Use to check how much context has been used, whether auto-compact is approaching, and what state will be preserved.
Create new Beamer lecture from papers and materials. Guided workflow with notation consistency.
Deep consistency audit of the entire repository infrastructure. Launches 4 parallel specialist agents to find factual errors, code bugs, count mismatches, and cross-document inconsistencies. Then fixes all issues and loops until clean. Use when: after making broad changes, before releases, or when user says "audit", "find inconsistencies", "check everything".
Challenge slide design with 5-7 pedagogical questions. Checks ordering, prerequisites, and cognitive load.
Extract TikZ diagrams from Beamer source, compile to PDF, convert to SVG with 0-based indexing. Use when updating TikZ diagrams for Quarto slides.
Interactive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy
Structured literature search and synthesis with citation extraction and gap identification
Run holistic pedagogical review on lecture slides. Checks narrative arc, student prerequisites, worked examples, notation clarity, and deck pacing.
Run the proofreading protocol on lecture files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files.
Adversarial Quarto vs Beamer QA. Critic finds issues, fixer applies fixes, loops until APPROVED (max 5 rounds).
Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset
Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections
Run the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report without editing files.
Multi-agent slide review (visual, pedagogy, proofreading). Use for comprehensive quality check before milestones.
Translate Beamer LaTeX to Quarto RevealJS. Multi-phase workflow with TikZ extraction and QA.
Validate bibliography entries against citations in all lecture files. Find missing entries and unused references.
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