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 hdu-ailab/EasyResearch --skill pdf-to-markdowngit clone --depth 1 https://github.com/hdu-ailab/EasyResearchWrote 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/hdu-ailab/easyresearch/pdf-to-markdown)<a href="https://agentmods.dev/skills/hdu-ailab/easyresearch/pdf-to-markdown"><img src="https://agentmods.dev/badge/skills/hdu-ailab/easyresearch/pdf-to-markdown/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/hdu-ailab/easyresearch/pdf-to-markdown"><img src="https://agentmods.dev/badge/skills/hdu-ailab/easyresearch/pdf-to-markdown.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, 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 Excessive Agency · line 124 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00128 | $0.01249 |
| Opus 5 | $0.00064 | $0.00624 |
| Sonnet 5 | $0.00026 | $0.00250 |
| Haiku 4.5 | $0.00013 | $0.00125 |
Grade A, and why
pdf-to-markdown 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 10d 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 — 155 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PDF To Markdown
Tool
Use the MarkItDown CLI from the EasyResearch skill venv (created by first-run setup, never by npm install):
$EASYRESEARCH_VENV/bin/markitdown input.pdf -o output.md
On Windows the venv layout differs — use:
$markitdown = Join-Path $env:EASYRESEARCH_VENV 'Scripts\markitdown.exe'
& $markitdown input.pdf -o output.md
If $EASYRESEARCH_VENV is unset or the binary is missing, fall back to
markitdown on PATH. Verify with:
echo $EASYRESEARCH_VENV
$EASYRESEARCH_VENV/bin/markitdown --help
PowerShell verification on Windows:
$env:EASYRESEARCH_VENV
& (Join-Path $env:EASYRESEARCH_VENV 'Scripts\markitdown.exe') --help
When To Use
Use MarkItDown when:
- A research paper PDF must be converted into Markdown for agent reading.
- The project workflow needs
ref_papers/pdf/converted intoref_papers/text/. - The PDF is public, user-provided, or otherwise legally accessible.
- The converted text will be used for
paper-material-package, survey writing, component extraction, experiments, or citation verification.
Do not use it to bypass paywalls, login walls, captcha, DRM, or institutional access restrictions.
Standard Research Workflow
For paper projects rooted at the exact session cwd:
ref_papers/
pdf/
text/
source.json
Convert one PDF:
$EASYRESEARCH_VENV/bin/markitdown ref_papers/pdf/paper.pdf -o ref_papers/text/paper.md
Batch conversion pattern:
for pdf in ref_papers/pdf/*.pdf; do
name=$(basename "$pdf" .pdf)
"$EASYRESEARCH_VENV/bin/markitdown" "$pdf" -o "ref_papers/text/$name.md"
done
Native Windows PowerShell batch conversion:
$markitdown = Join-Path $env:EASYRESEARCH_VENV 'Scripts\markitdown.exe'
Get-ChildItem -LiteralPath 'ref_papers\pdf' -Filter '*.pdf' | ForEach-Object {
$output = Join-Path 'ref_papers\text' ($_.BaseName + '.md')
& $markitdown $_.FullName -o $output
}
Follow a different existing user layout only when the dispatch explicitly supplies it.
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.
- 10d ago First seen · 155 lines · 128 tokens per session scan A 834485801fa9
pdf-to-markdown is a skill published in the GitHub repository hdu-ailab/EasyResearch (13 stars, last pushed yesterday), licensed MIT. It adds 128 tokens to every session and 1,249 once invoked, about $0.0006 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.
Other skills, from other repositories
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Review an attached academic economics paper PDF with independent specialist audits and a complete evidence-grounded report, resume an interrupted paper review, or export a completed Reviewer report as PDF. Not for a summary, a rewrite, or proofreading alone.
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Run Open Notebook, a self-hosted open-source alternative to Google NotebookLM with a full REST API, for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and…
alterlab-pdf-explore
Explore a single PDF in depth — parse it once, then answer questions across its sections, figures, tables, and appendices — comparing methods across sections, extracting every instance of a pattern within the document, and reading values off its charts and tables. Use when interrogating one paper or report end-to-end…
alterlab-markitdown
Convert files and Office documents to clean, LLM-friendly Markdown with Microsoft MarkItDown (markitdown CLI/Python), supporting PDF, DOCX, PPTX, XLSX, images (EXIF + OCR), audio (transcription), HTML, CSV, JSON, XML, ZIP archives, EPUB e-books, and YouTube transcript URLs, with optional AI image descriptions. Use…