paper2assets

paper2assets is a skill for Claude Code from microsoft/ResearchStudio. It costs 0 tokens per session (15,604 once invoked), scanned A, original, MIT.

A PDF-to-assets workflow for research papers. It extracts the paper's text, figure captions, and cleaned figures into a shared folder structure that other publishing tools can reuse.

In plain words
What is it for?
Use it to prepare a paper bundle containing full text, captions, figures, metadata, and supporting assets for later rendering workflows.
Why use it?
It avoids repeating PDF extraction when creating a poster, blog post, audio piece, video, or reel from the same paper.

Skill for Claude Code ✓ vendor

Written for Claude Code: allowed-tools in frontmatter. Also seen: reads .claude/ paths; mentions subagents; names the AskUserQuestion tool.

Good fit Use it to prepare a paper bundle containing full text, captions, figures, metadata, and supporting assets for later rendering workflows.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/microsoft/researchstudio/paper2assets
About the project

ResearchStudio is a collection of skills that helps researchers develop an initial research direction into a paper and its related publication materials. It is used with Claude Code and Codex to create outputs such as papers, posters, videos, blogs, and reels. The catalogue entries are its own workflow skills for different stages of the research lifecycle.

microsoft/ResearchStudio · 3,328 stars · on GitHub · aka.ms

Install

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.

Any agent
npx skills add microsoft/ResearchStudio --skill paper2assets
Clone the repo
git clone --depth 1 https://github.com/microsoft/ResearchStudio

Made for: Claude Code.

Wrote 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.

agentmods badge for paper2assets

README.md
[![agentmods](https://agentmods.dev/badge/skills/microsoft/researchstudio/paper2assets/github.svg)](https://agentmods.dev/skills/microsoft/researchstudio/paper2assets)
Your own site
<a href="https://agentmods.dev/skills/microsoft/researchstudio/paper2assets"><img src="https://agentmods.dev/badge/skills/microsoft/researchstudio/paper2assets/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.

agentmods 80×15 button for paper2assets

Your own site · 80×15
<a href="https://agentmods.dev/skills/microsoft/researchstudio/paper2assets"><img src="https://agentmods.dev/badge/skills/microsoft/researchstudio/paper2assets.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 15,604 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 3 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Rogue Agent · line 146
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Rogue Agent · line 199
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Rogue Agent · line 520
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.15604
Opus 5.5 $0.00000 $0.06242
Sonnet 5.5 $0.00000 $0.03121
Haiku 4.5 $0.00000 $0.01560

Measured 1mo ago against content hash c6baee00cc58, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

paper2assets 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 1mo ago.

The scan reads SKILL.md. This mod also ships 12 executable files (scripts/build_package.py, scripts/crop_figure.py, scripts/extract_pdf.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

ResearchStudio-Reel/skills/paper2assets/SKILL.md · 734 lines

How it starts

The opening of the file, as written. The whole thing — 734 lines — stays where its author put it; the contents beside it link to each section on GitHub.

paper2assets — paper PDF → reusable assets

One paper PDF in, a single <outdir>/ of poster-agnostic assets out, ready for any downstream renderer.

Output Contract (the shared layout every paper2* skill follows)

paper2assets defines the on-disk shape of every deliverable bundle in the pipeline. paper2poster, html2pptx, paper2blog, paper2video, and paper2reel all read from and write to a bundle laid out this way — a teammate adding or changing a downstream skill conforms to this contract.

Rules

  1. The bundle directory is named after the paper.
  2. The bundle's top level holds ONLY that skill's deliverable FILES — no loose intermediates, and as few folders as possible.
  3. Every dependency and intermediate (figures, logos, qr, audio, fonts, captions, slides, the spec / json / txt) lives under one assets/ container.

Layout

<paper-name>/
|-- <deliverable files>          # see the per-skill table below
|-- manifest.json                # package index (root-relative paths); the one allowed top-level non-deliverable
`-- assets/
    |-- figures/  logos/  qr/  audio/  fonts/   # runtime deps the deliverables reference
    `-- meta/                                    # build intermediates
        |-- paper_spec.md  sections.json  narration.json
        `-- captions.json  figures.json  metadata.json  text.txt

Deliverables reference assets with root-relative src paths -- assets/figures/..., assets/logos/..., assets/qr/..., assets/audio/... -- so the bundle is self-contained and movable (no absolute paths leak in). The path / file fields in figures.json, fetch_logos.py, and make_qr.py output already carry the assets/ prefix; downstream drops them into src verbatim.

Per-skill deliverables (top-level FILES):

Skill Top-level deliverable files
paper2assets manifest.json (+ the whole assets/ package)
paper2poster poster.html, poster.pdf, poster.png, poster.pptx
paper2blog blog_zh.docx, blog_en.docx
paper2video video.mp4, video_no_subtitles.mp4
paper2reel reel.html

Read the full file on GitHub · 734 lines

Changes

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.

  1. 1mo ago First seen · 734 lines · 0 tokens per session scan A c6baee00cc58

Subscribe to this mod's changes

paper2assets is a skill published in the GitHub repository microsoft/ResearchStudio (3,328 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 15,604 tokens. 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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