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pedagogy-review

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

不碰外部(只输出文字)无严重或高危命中brycewang-stanford/Auto-Empirical-Research-Skills

它会碰到什么

扫了多少1 个文本文件,1 KB
它会碰到什么不碰外部(只输出文字)
命中总数0 处
命中统计严重 0 · 高 0 · 中 0 · 低 0

这一栏是扫描器报的事实,不是结论。命中多不等于有毒(安全工具、规则库、示例脚本本来就会包含危险写法),命中少也不等于干净。它和你手上的凭据、文件、网络有什么关系,需要你自己看。

技能内容

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/
  1. 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)
  1. The agent produces a report saved to:

quality_reports/[FILENAME_WITHOUT_EXT]_pedagogy_report.md

  1. 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

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