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.
npx skills add clearsmog/claude-skills --skill pedagogy-reviewgit clone --depth 1 https://github.com/clearsmog/claude-skillsWrote 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.
[](https://agentmods.dev/skills/clearsmog/claude-skills/pedagogy-review)<a href="https://agentmods.dev/skills/clearsmog/claude-skills/pedagogy-review"><img src="https://agentmods.dev/badge/skills/clearsmog/claude-skills/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.
<a href="https://agentmods.dev/skills/clearsmog/claude-skills/pedagogy-review"><img src="https://agentmods.dev/badge/skills/clearsmog/claude-skills/pedagogy-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00048 | $0.00353 |
| Opus 5 | $0.00024 | $0.00177 |
| Sonnet 5 | $0.00010 | $0.00071 |
| Haiku 4.5 | $0.00005 | $0.00035 |
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 12d 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.
What it actually says
Pedagogical Review of Slides and Educational Documents
Perform a comprehensive pedagogical review. Supports Beamer (.tex), Quarto (.qmd), and Typst (.typ) slide decks.
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
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.
- 12d ago First seen · 36 lines · 48 tokens per session scan A 3e65abb6a99e
pedagogy-review is a skill published in the GitHub repository clearsmog/claude-skills (2 stars, last pushed 6mo ago), licensed MIT. It adds 48 tokens to every session and 353 once invoked, about $0.0002 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 2026-08-31.
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