brycewang-stanford/pedagogy-review
skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/pedagogy-review/SKILL.md
Run holistic pedagogical review on lecture slides. Checks narrative arc, student prerequisites, worked examples, notation clarity, and deck pacing.
$ install --global
skillsauthnpx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research pedagogy-reviewInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 15, 2026, 10:08 AM7.8s1 file scanned
SKILL.md
- name:
- pedagogy-review
- description:
- Run holistic pedagogical review on lecture slides. Checks narrative arc, student prerequisites, worked examples, notation clarity, and deck pacing.
- argument-hint:
- [QMD or TEX filename]
- allowed-tools:
- ["Read", "Grep", "Glob", "Write", "Task"]
Pedagogical Review of Lecture Slides
Perform a comprehensive pedagogical review.
Steps
-
Identify the file specified in
$ARGUMENTS- If no argument, ask user which lecture to review
- If just a name, look in
Quarto/orSlides/
-
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)
-
The agent produces a report saved to:
quality_reports/[FILENAME_WITHOUT_EXT]_pedagogy_report.md -
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-auditfor that) - For a combined review, use
/slide-excellenceinstead
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