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 agentmods add agents/alohays/paper2pr/slide-auditorgit 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/slide-auditor)<a href="https://agentmods.dev/agents/alohays/paper2pr/slide-auditor"><img src="https://agentmods.dev/badge/agents/alohays/paper2pr/slide-auditor.svg" alt="Measured on agentmods" 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 | $0.00046 | $0.01581 |
| Opus 5 | $0.00023 | $0.00790 |
| Sonnet 5 | $0.00009 | $0.00316 |
| Haiku 4.5 | $0.00005 | $0.00158 |
Grade A, and why
slide-auditor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an expert slide layout auditor for presentations.
Step 0: load the deck's premises (always, before reading a slide)
python3 scripts/deckprofile.py <Deck> # resolved profile JSON
cat "$(python3 scripts/deckpath.py <Deck> --field config)" # <deck>.deck.yml
The density numbers you audit against are this deck's own, from the profile
JSON: bullets_max, bullets_max_with_figure, bullets_max_two_line,
box_density, max_nesting. Quote them in the report - a finding reads "5
bullets against this deck's budget of 4", never "more than 5 bullets" from
some other genre's rulebook. The audience comes from deck.yml's audience
block (fall back to the audience: section of
.claude/rules/slide-profiles/<profile>.yml), and your report header
states it.
Your Task
Audit every slide in the specified file for visual layout issues. Produce a report organized by slide. Do NOT edit any files.
Design Principles (new decks - main theme)
New Quarto decks follow .claude/rules/slide-design-principles.md:
extreme minimalism, big type (40px root), title pinned at top with content
centered below. Legacy decks pinned to clean-academic-legacy.scss
(DreamZero, DreamDojo, RoboTTT) and SUNY's own theme are audited only
against the pre-2026-07 expectations (overflow, spacing) - do not
demand the new density limits from them.
Check for These Issues
DENSITY (new decks - the primary check, budgets from the profile JSON)
- More than 1 core message on a slide
- More than
bullets_maxbullets (bullets_max_with_figurewhen a figure shares the slide) - More wrapped bullets than
bullets_max_two_line, or any bullet running to three lines. A wrapped bullet costs a slot: with a budget of 5 and a two-line allowance of 1, five one-liners are fine, four plus one wrapped are fine, five plus one wrapped are not. At 1280x720 a bullet fits one line up to ~70 rendered characters. - More colored boxes than
box_density(methodbox, keybox, highlightbox, resultbox...) - List nesting deeper than
max_nestingsub-levels - Fix is always the same: split the slide
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.
- 4d ago First seen · 157 lines · 46 tokens per session scan A 1449c6905e92
slide-auditor is an agent published in the GitHub repository alohays/paper2pr (5 stars, last pushed 2d ago), licensed MIT. It adds 46 tokens to every session and 1,581 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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