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gather-readings

Gather PDFs from Paperpile into a project folder using .bib files, labels, or queries.

127|22|Updated Feb 20, 2026
Search Tags:#academic research#paperpile#bibliography management#pdf organization#corpus preparation
One-click install
npx skills add https://github.com/flonat/flonat-research --skill gather-readings
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gather-readings
Source: https://github.com/flonat/flonat-research/tree/main/skills/gather-readings
Command: npx skills add https://github.com/flonat/flonat-research --skill gather-readings

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires paperpile, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the process of collecting PDFs from Paperpile into a designated project folder, ensuring a ready-to-analyze corpus.

Core Features & Use Cases

  • Paperpile Integration: Extracts PDFs from Paperpile directly.
  • Flexible Input: Accepts .bib files, Paperpile labels, search queries, and cited papers.
  • Filename Organization: Generates clean filenames based on author, year, and title.
  • Use Case: For researchers starting a literature review or preparing for analysis, this Skill can gather all relevant PDFs into a single folder.

Quick Start

Run the 'gather-readings' skill with a .bib file, Paperpile label, or search query to automatically organize your papers.

Frequently Asked Questions about gather-readings

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically gather PDFs from Paperpile into a project folder?▼

You can gather PDFs from Paperpile automatically by running a skill that uses search queries, labels, or .bib files to extract and copy matched papers into your project's articles folder.

Can I use a .bib file to collect specific academic papers for a literature review?▼

Yes, a .bib file can be used as input to automatically collect the referenced academic PDFs from Paperpile and format them into a ready-to-analyze corpus for your literature review.

How are PDF filenames formatted when organizing a bibliography from Paperpile?▼

When organizing a bibliography from Paperpile, PDF filenames are automatically generated and formatted cleanly based on the author, year, and title of the referenced academic paper.

Do I need Paperpile API access to automate PDF organization for academic research?▼

Yes, you need Paperpile API access to automate the process of querying your library, extracting relevant PDFs, and copying them into your designated project folder.

What is the best way to prepare a corpus of PDFs for academic research analysis?▼

The best way to prepare a corpus for analysis is to automate gathering PDFs from Paperpile using labels or search queries, organizing all relevant academic papers into a single articles folder.

Does automated Paperpile PDF gathering work with cited papers and search queries?▼

Yes, automated Paperpile PDF gathering works with cited papers, search queries, and labels, allowing you to flexibly extract and organize your academic research materials.

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