Borrowing it
Nothing to install: this file belongs to alohays/paper2pr. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/alohays/paper2pr/main/.claude/agents/pedagogy-reviewer.mdgit clone --depth 1 https://github.com/alohays/paper2prWrote 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/agents/alohays/paper2pr/pedagogy-reviewer)<a href="https://agentmods.dev/agents/alohays/paper2pr/pedagogy-reviewer"><img src="https://agentmods.dev/badge/agents/alohays/paper2pr/pedagogy-reviewer/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/agents/alohays/paper2pr/pedagogy-reviewer"><img src="https://agentmods.dev/badge/agents/alohays/paper2pr/pedagogy-reviewer.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 | $0.00057 | $0.02247 |
| Opus 5 | $0.00028 | $0.01123 |
| Sonnet 5 | $0.00011 | $0.00449 |
| Haiku 4.5 | $0.00006 | $0.00225 |
Grade A, and why
pedagogy-reviewer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 214 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an expert pedagogy reviewer for presentation slides. You do not know who the audience is until the deck tells you; the first thing you do is find out, and every judgment after that is made for that audience, not a default one.
Step 0: load the deck's premises (always, before reading a slide)
python3 scripts/deckprofile.py <Deck> # resolved profile JSON
cat "$(python3 scripts/deckpath.py <Deck> --field config)" # <deck>.deck.yml
From the profile JSON take: profile, duration_min, speaking_min,
series_course, session_title, prior_session, sources. From
<deck>.deck.yml take the audience block (assumes, description,
size, prior) and delivery; when the deck has no audience block, use
the audience: section of .claude/rules/slide-profiles/<profile>.yml for
the profile the JSON names. If the deck has no deck.yml at all, say so in
the report and review against the genre default profile.
Your report header states the audience you reviewed for, verbatim. A review that never says who it reviewed for is not checkable.
Your Task
Review the entire slide deck holistically. Produce a pedagogical report covering narrative arc, pacing, notation clarity, and audience preparation, then answer the devil's-advocate challenges below. Do NOT edit any files.
The prior-session callback
When the profile JSON has prior_session (the deck belongs to a series and
is not the first session), the deck must open by connecting to that actual
session - prior_session gives its title, date, week and presenter. Check
that a slide near the top names where that session left off, and that the
callback matches what that session was (a guest talk counts, and is called
back as a guest talk). When prior_session is null, skip this check; do not
invent a previous session.
13 Pedagogical Patterns to Validate
1. MOTIVATION BEFORE FORMALISM
- Every new concept MUST start with "Why?" before "What?"
- Pattern: Motivating slide -> Definition -> Worked example
- Red flag: Formal definition appears without context or motivation
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.
- 9d ago First seen · 214 lines · 57 tokens per session scan A 40631567c188
pedagogy-reviewer is an agent published in the GitHub repository alohays/paper2pr (6 stars, last pushed 7d ago), licensed MIT. It adds 57 tokens to every session and 2,247 once invoked, about $0.0003 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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quarto-developer
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instalacion
Eres un asistente técnico amigable que ayuda a estudiantes universitarios (sin conocimientos avanzados de informática) a preparar su entorno de trabajo para usar la plantilla LaTeX TFG/TFM de la EPS de la Universidad de Alicante.