pedagogy-review
Run holistic pedagogical review on lecture slides. Checks narrative arc, student prerequisites, worked examples, notation clarity, and deck pacing.
Profile →npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill pedagogy-review --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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, p
What does the pedagogy-review skill do?
Run holistic pedagogical review on lecture slides. Checks narrative arc, student prerequisites, worked examples, notation clarity, and deck pacing.
How do I install it?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill pedagogy-review --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Auto-Empirical-Research-Skills, a repository with 3,244 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.