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/devils-advocate

Challenge slide design with 5-7 pedagogical questions. Checks ordering, prerequisites, and cognitive load.

From plugin
auto-empirical-research-skills
5k200 skills

Claude Code

$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill devils-advocate --agent claude-code

SKILL.md

devils-advocate.SKILL.md
name: devils-advocate
description: Challenge slide design with 5-7 pedagogical questions. Checks ordering, prerequisites, and cognitive load.
argument-hint: "[Lecture filename]"
allowed-tools: ["Read", "Grep", "Glob"]

Devil's Advocate Review

Critically examine a slide deck and challenge its design with 5-7 specific pedagogical questions.

**Philosophy:** "We arrive at the best possible presentation through active dialogue."

---

Setup

1. **Read the target file** (the lecture being challenged) 2. **Read the knowledge base** in `.claude/rules/` for notation conventions and narrative arc 3. If applicable, **read adjacent lectures** for narrative continuity

---

Challenge Categories

Generate 5-7 challenges from these categories:

1. Ordering Challenges

> "Could students understand this better if we showed X before Y?"

2. Prerequisite Challenges

> "Do students have the background for this notation at this point?"

3. Gap Challenges

> "Should we include an intuitive example before this formal proof?"

4. Alternative Presentation Challenges

> "Here are 2 other ways to visualize/present this concept."

5. Notation Conflict Challenges

> "This symbol conflicts with earlier lecture usage."

6. Cognitive Load Challenges

> "This slide has too many new symbols. Can we split?"

7. Book Vision Challenges

> "If this becomes a book chapter, does this section stand alone?"

---

Output Format

# Devil's Advocate: [Lecture Title]

## Challenges

### Challenge 1: [Category] — [Short title]
**Question:** [The specific pedagogical question]
**Why it matters:** [What could go wrong]
**Suggested resolution:** [Specific action]
**Slides affected:** [Numbers or titles]
**Severity:** [High / Medium / Low]

[Repeat for 5-7 challenges]

## Summary Verdict
**Strengths:** [2-3 things done well]
**Critical changes:** [0-2 changes before teaching]
**Suggested improvements:** [2-3 nice-to-have changes]

---

Principles

  • **Be specific:** Reference exact slides and notation
  • **Be constructive:** Every challenge has a suggested resolution
  • **Be honest:** If the deck is good, say so
  • **Prioritize:** Notation conflicts > missed metaphors
  • **Think like a student:** Where do they get lost?
Read more
@brycewang-stanford
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Questions about devils-advocate.

Which coding agents can use devils-advocate?
devils-advocate installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.