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 claesbackman/AI-research-feedback --skill explorable-beamergit clone --depth 1 https://github.com/claesbackman/AI-research-feedbackWrote 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/claesbackman/ai-research-feedback/explorable-beamer)<a href="https://agentmods.dev/skills/claesbackman/ai-research-feedback/explorable-beamer"><img src="https://agentmods.dev/badge/skills/claesbackman/ai-research-feedback/explorable-beamer/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/claesbackman/ai-research-feedback/explorable-beamer"><img src="https://agentmods.dev/badge/skills/claesbackman/ai-research-feedback/explorable-beamer.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 | $0.00206 | $0.03439 |
| Opus 5.5 | $0.00082 | $0.01376 |
| Sonnet 5.5 | $0.00041 | $0.00688 |
| Haiku 4.5 | $0.00021 | $0.00344 |
Grade A, and why
explorable-beamer 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 8d 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 — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Explorable beamer deck
Build a beamer deck that teaches the way a good explorable does, but inside the frame a talk imposes: linear, timed, driven by a presenter, 160 × 90 mm with no scrolling. The explorable's non-linear tree becomes a spine of counted frames plus an appendix of side rooms. Its playables become stages the presenter steps through while talking. Its "static read must work" becomes: the handout PDF must carry the argument on its own.
The sibling skill explorable-deck builds the same deck in Quarto reveal.js with live, draggable stages; explorable-explanations builds the website version. This one produces a PDF from LaTeX, and it reuses the website's or the Quarto deck's numbers when one already exists for the topic.
What you produce
One folder per deck, built with sh build.sh:
<deck>/
deck.tex the deck: one \begin{frame} per idea, a \note on every frame
theme/explorable.sty tokens, faces, layouts, the stage, stat cards, chart styles
data/numbers.tex the single home of every number a chart or a sentence uses
data/*.csv series the charts plot, loaded by numbers.tex
charts/*.tex the stages: pgfplots/TikZ, one file each, input into a stage
figs/*.pdf the source's figures, recoloured by convert_figs.sh; committed with the deck
figs/convert_figs.sh, figs/restyle_figs.py
build.sh deck.pdf, deck-handout.pdf (one page per frame), deck-notes.pdf (pdfpc)
shoot.py one PNG per page, the page → frame map, log messages, overflow check
check_deck.py lints deck.tex against the craft rules beamer does not enforce
README.md how to build, check, present; where the numbers come from
plan.md the talk script (see below)
scripts/new_deck.sh <path> copies the template in assets/template/ and the scripts into place. Start every new deck from it: the template already solves the beamer traps listed in the notes reference, and it compiles on any TeX Live (lualatex) with no network and no font install.
What ships with it
28 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- assets/template/.gitignore 85 B
- assets/template/build.sh 1.1 KB runs code
- assets/template/charts/ladder.tex 1.7 KB
- assets/template/charts/line-handle.tex 1.3 KB
- assets/template/charts/stack-reveal.tex 2.1 KB
- assets/template/data/ladder.csv 104 B
- assets/template/data/line-dots.csv 632 B
- assets/template/data/numbers.tex 2.3 KB
- assets/template/data/README.md 286 B
- assets/template/deck.tex 5.8 KB
- assets/template/figs/example.pdf 14 KB
- assets/template/figs/example.tex 915 B
- assets/template/latexmkrc 205 B
- assets/template/plan.md 1.1 KB
- assets/template/README.md 2.8 KB
- assets/template/theme/explorable.sty 19 KB
- references/beamer-notes.md 15 KB
- references/deck-craft.md 12 KB
- references/example-deck/01-hook-two-buyers.png 90 KB
- references/example-deck/02-reveal-stage.png 126 KB
- references/example-deck/03-paper-figure-beside-prose.png 77 KB
- references/example-deck/04-coefficient-plot.png 90 KB
- references/playbook.md 17 KB
- scripts/check_deck.py 9.0 KB runs code
- scripts/convert_figs.sh 1.3 KB runs code
- scripts/new_deck.sh 1.2 KB runs code
- scripts/restyle_figs.py 10 KB runs code
- scripts/shoot.py 7.3 KB runs code
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.
- 8d ago Changed · +13 lines · +2 tokens per session 6b156a0b796d
- 9d ago First seen · 105 lines · 204 tokens per session scan A 142b677c8b8a
explorable-beamer is a skill published in the GitHub repository claesbackman/AI-research-feedback (504 stars, last pushed 9d ago), licensed MIT. It adds 206 tokens to every session and 3,439 once invoked, about $0.0008 per session on Opus 5.5. 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 2026-10-15.
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