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 skills/microsoft/researchstudio/paper2posternpx skills add microsoft/ResearchStudio --skill paper2postergit clone --depth 1 https://github.com/microsoft/ResearchStudioWhat 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 | $0.00165 | $0.20835 |
| Opus 5 | $0.00082 | $0.10417 |
| Sonnet 5 | $0.00033 | $0.04167 |
| Haiku 4.5 | $0.00016 | $0.02083 |
Grade A, and why
paper2poster 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 2d 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 — 633 lines — stays where its author put it; the contents beside it link to each section on GitHub.
paper2poster — paper_spec.md → HTML poster → PDF/PNG + editable PPTX
This skill is the rendering stage of a 3-skill pipeline. It assumes paper2assets has already produced the input <outdir>/. Given that outdir, it picks figures, renders an HTML poster, iteratively fills the layout to fit a fixed page (60×36in landscape or 33.1×46.8in A0 portrait), generates per-section narration audio, hands the HTML to the bundled html2pptx sub-skill (vendored at html2pptx/) for an editable .pptx, and exports PDF + PNG. The html2pptx handoff is a standard final step, not optional — one run yields poster.{html,pptx,pdf,png}, because users want the editable deck in the same pass and won't call html2pptx separately.
<outdir>/ (produced by paper2assets)
manifest.json assets/figures/ assets/logos/ assets/qr/ assets/meta/{paper_spec.md, text.txt, figures.json, metadata.json}
│
▼ Step 1 — verify prerequisites
▼ Step 2: select figures from upstream semantics
│ → assets/meta/figure_selection.json
│ (Method / high-confidence optional Motivation / Result)
▼ Step 2.5 — optional per-figure visual box cut (asymmetric noise the
│ paper2assets deterministic chain couldn't catch — most
│ figures need no further work here)
│
▼ Step 3 — compose (layout × style × header) + substitute (references/compose_poster.py → poster.html)
│ → <outdir>/poster.html (lean: 6 core sections, Necessary only)
│
▼ Step 4 — iterative fill loop (check_poster.py slack + polish)
│ → <outdir>/poster.html (every section FULL, every figure ≥90% on one axis)
│
▼ Step 5 — generate_audio.py → <outdir>/assets/audio/<id>.mp3 (free Edge TTS, from <outdir>/assets/meta/narration.json)
│ → the Listen buttons + Full Listen play these clips by id
│
▼ Step 5.9 — fit_logos.py → pack the header institution logos to fill their zone
│ (browser-measure + greedy shape-pack; baked into poster.html)
│
▼ Step 6 — render_poster.py → <outdir>/poster.pdf + <outdir>/poster.png (applies + bakes the expand into poster.html)
│
▼ Step 7 — html2pptx skill → <outdir>/poster.pptx (reads the baked poster.html; users want the editable pptx in one run)
│ (render FIRST — bakes the expand into poster.html; html2pptx then reads it, isolated under assets/_pptx_build/)
│ then check_poster.py verify-final
│
▼ Step 7.5 — check_poster.py deliverables (MANDATORY final gate)
│
└─→ Step 8 — Report absolute paths (html + pptx + pdf + png)
The canvas is fixed per orientation (landscape 60×36in 5:3 / portrait A0 33.1×46.8in 0.708) in the templates; do not change it.
What ships with it
60 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/fonts/Arimo-Bold.ttf 471 KB
- assets/fonts/Arimo-LICENSE.txt 5.1 KB
- assets/fonts/Arimo-Regular.ttf 467 KB
- assets/fonts/Inter-Bold.ttf 405 KB
- assets/fonts/Inter-Bold.woff2 139 KB
- assets/fonts/Inter-BoldItalic.ttf 415 KB
- assets/fonts/Inter-ExtraBold.ttf 406 KB
- assets/fonts/Inter-ExtraBold.woff2 139 KB
- assets/fonts/Inter-Italic.ttf 408 KB
- assets/fonts/Inter-Regular.ttf 398 KB
- assets/fonts/Inter-Regular.woff2 135 KB
- assets/fonts/Inter-SemiBold.ttf 404 KB
- assets/fonts/Inter-SemiBold.woff2 138 KB
- assets/headers_portrait/pv1.html 1.6 KB
- assets/headers_portrait/pv2.html 2.9 KB
- assets/headers_portrait/pv3.html 2.5 KB
- assets/headers_portrait/pv4.html 2.0 KB
- assets/headers_portrait/pv5.html 2.5 KB
- assets/headers/v1.html 6.0 KB
- assets/headers/v2.html 5.1 KB
- assets/headers/v3.html 6.1 KB
- assets/headers/v4.html 6.7 KB
- assets/headers/v5.html 7.3 KB
- assets/katex/auto-render.min.js 3.4 KB runs code
- assets/katex/fonts/KaTeX_AMS-Regular.woff2 27 KB
- assets/katex/fonts/KaTeX_Caligraphic-Bold.woff2 6.8 KB
- assets/katex/fonts/KaTeX_Caligraphic-Regular.woff2 6.7 KB
- assets/katex/fonts/KaTeX_Fraktur-Bold.woff2 11 KB
- assets/katex/fonts/KaTeX_Fraktur-Regular.woff2 11 KB
- assets/katex/fonts/KaTeX_Main-Bold.woff2 25 KB
- assets/katex/fonts/KaTeX_Main-BoldItalic.woff2 16 KB
- assets/katex/fonts/KaTeX_Main-Italic.woff2 17 KB
- assets/katex/fonts/KaTeX_Main-Regular.woff2 26 KB
- assets/katex/fonts/KaTeX_Math-BoldItalic.woff2 16 KB
- assets/katex/fonts/KaTeX_Math-Italic.woff2 16 KB
- assets/katex/fonts/KaTeX_SansSerif-Bold.woff2 12 KB
- assets/katex/fonts/KaTeX_SansSerif-Italic.woff2 12 KB
- assets/katex/fonts/KaTeX_SansSerif-Regular.woff2 10 KB
- assets/katex/fonts/KaTeX_Script-Regular.woff2 9.4 KB
- assets/katex/fonts/KaTeX_Size1-Regular.woff2 5.3 KB
- assets/katex/fonts/KaTeX_Size2-Regular.woff2 5.1 KB
- assets/katex/fonts/KaTeX_Size3-Regular.woff2 3.5 KB
- assets/katex/fonts/KaTeX_Size4-Regular.woff2 4.8 KB
- assets/katex/fonts/KaTeX_Typewriter-Regular.woff2 13 KB
- assets/katex/katex.min.css 23 KB
- assets/katex/katex.min.js 271 KB runs code
- assets/katex/LICENSE 1.1 KB
- assets/layouts_portrait/full.html 112 KB
- assets/layouts_portrait/half.html 105 KB
- assets/layouts/3col.html 91 KB
- assets/layouts/full.html 108 KB
- assets/layouts/half.html 92 KB
- assets/layouts/methoddriven.html 116 KB
- assets/layouts/methoddriven4.html 114 KB
- assets/math/katex.html 1.4 KB
- assets/math/mathjax.html 1.5 KB
- assets/mathjax/LICENSE 11 KB
- assets/mathjax/tex-svg.js 2059 KB runs code
- assets/mathjax/VERSION 14 B
- assets/scan/aside.html 3.7 KB
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.
- 2d ago First seen · 633 lines · 165 tokens per session scan A 893969baf01e
paper2poster is a skill published in the GitHub repository microsoft/ResearchStudio (2,614 stars, last pushed 3d ago), licensed MIT. It adds 165 tokens to every session and 20,835 once invoked, about $0.0008 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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