brycewang-stanford

pedagogy-review

Run holistic pedagogical review on lecture slides. Checks narrative arc, student prerequisites, worked examples, notation clarity, and deck pacing.

brycewang-stanford 3,622 464 Updated 5mo ago
GitHub

Install

npx skillscat add brycewang-stanford/auto-empirical-research-skills/pedagogy-review

Install via the SkillsCat registry.

SKILL.md

Pedagogical Review of Lecture Slides

Perform a comprehensive pedagogical review.

Steps

  1. Identify the file specified in $ARGUMENTS

    • If no argument, ask user which lecture to review
    • If just a name, look in Quarto/ or Slides/
  2. Launch the pedagogy-reviewer agent with the full file path

    • The agent checks 13 pedagogical patterns
    • Performs deck-level analysis (narrative arc, pacing, visual rhythm, notation)
    • Considers student perspective (prerequisites, objections)
  3. The agent produces a report saved to:
    quality_reports/[FILENAME_WITHOUT_EXT]_pedagogy_report.md

  4. Present summary to user:

    • Patterns followed vs violated (out of 13)
    • Deck-level assessments
    • Critical recommendations (top 3-5)

Important Notes

  • This is a read-only review — no files are edited
  • Focuses on pedagogy not visual layout (use /visual-audit for that)
  • For a combined review, use /slide-excellence instead