pedagogy-review

pedagogy-review is a skill for Claude Code from pedrohcgs/claude-code-my-workflow. It costs 90 tokens per session (386 once invoked), scanned A, original, MIT.

A read-only review process for lecture slides in Quarto or LaTeX format, focused on whether the material teaches clearly and progresses at a suitable pace.

In plain words
What is it for?
Use it to assess the narrative, worked examples, visual rhythm, student assumptions, and overall pacing of a lecture deck.
Why use it?
It finds missing prerequisites, unclear notation, weak examples, and breaks in the explanation before students encounter them.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it to assess the narrative, worked examples, visual rhythm, student assumptions, and overall pacing of a lecture deck.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/pedrohcgs/claude-code-my-workflow/pedagogy-review
About the project

claude-code-my-workflow is a forkable setup for using Claude Code to produce and review academic papers, slides, data analyses, and replication packages. Researchers use its agents, skills, rules, hooks, and quality checks to coordinate these tasks and verify their results. The catalogue entries define the reusable workflow components for Claude Code.

pedrohcgs/claude-code-my-workflow · 1,570 stars · on GitHub · psantanna.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add pedrohcgs/claude-code-my-workflow --skill pedagogy-review
Clone the repo
git clone --depth 1 https://github.com/pedrohcgs/claude-code-my-workflow

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for pedagogy-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/pedrohcgs/claude-code-my-workflow/pedagogy-review/github.svg)](https://agentmods.dev/skills/pedrohcgs/claude-code-my-workflow/pedagogy-review)
Your own site
<a href="https://agentmods.dev/skills/pedrohcgs/claude-code-my-workflow/pedagogy-review"><img src="https://agentmods.dev/badge/skills/pedrohcgs/claude-code-my-workflow/pedagogy-review/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for pedagogy-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/pedrohcgs/claude-code-my-workflow/pedagogy-review"><img src="https://agentmods.dev/badge/skills/pedrohcgs/claude-code-my-workflow/pedagogy-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 90 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 386 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00090 $0.00386
Opus 5 $0.00045 $0.00193
Sonnet 5 $0.00018 $0.00077
Haiku 4.5 $0.00009 $0.00039

Measured 11d ago against content hash d855e6c7460e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

pedagogy-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/pedagogy-review/SKILL.md · 37 lines

What it actually says

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
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 37 lines · 90 tokens per session scan A d855e6c7460e

Subscribe to this mod's changes

pedagogy-review is a skill published in the GitHub repository pedrohcgs/claude-code-my-workflow (1,570 stars, last pushed 16d ago), licensed MIT. It adds 90 tokens to every session and 386 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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