pir-paper-analyzer

Extract design, complexity, tradeoffs, and benchmarks from PIR research paper PDFs into Markdown notes.

2|1|Updated Feb 18, 2026
One-click install
npx skills add https://github.com/0xalizk/PIR-Eng-Notes --skill pir-paper-analyzer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pir-paper-analyzer
Source: https://github.com/0xalizk/PIR-Eng-Notes/tree/main/.claude/skills/pir-paper-analyzer
Command: npx skills add https://github.com/0xalizk/PIR-Eng-Notes --skill pir-paper-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

PIR researchers and engineers often spend hours converting scattered PDFs into consistent, structured notes. This Skill automates extraction of key scheme designs, complexities, tradeoffs, and benchmarks from PIR papers.

Core Features & Use Cases

  • Automated paper-to-notes conversion: the tool parses PDFs and generates a standardized notes document per paper (e.g., OnionPIR_2025_notes.md).
  • Knowledge repository: builds a searchable archive of structured engineering notes for quick cross-paper comparisons.
  • Quick-start friendly: supports batch processing and easy reference in design reviews.

Quick Start

Provide a PDF file of a PIR paper to generate a structured notes document (e.g., OnionPIR_2025_notes.md) in the corresponding folder.

Frequently Asked Questions about pir-paper-analyzer

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

FAQPage Schema
How do I extract design and complexity notes from PIR research papers?

To extract design and complexity notes from PIR research papers, you provide the PDF file to generate a structured Markdown engineering notes document. This parses the paper content to output key scheme designs, tradeoffs, and benchmarks.

Can I batch process multiple PIR paper PDFs into a searchable knowledge repository?

Yes, you can batch process multiple PIR paper PDFs into a searchable knowledge repository. The tool supports batch processing to generate standardized notes documents, enabling quick cross-paper comparisons across groups A–D.

What is the best way to convert PIR PDFs into structured engineering notes for design reviews?

The best way to convert PIR PDFs into structured engineering notes for design reviews is using an automated paper-to-notes conversion. It parses PDFs and applies a consistent note template to generate formal Markdown files for easy reference.

Does this automated PIR paper analysis require a specific consistent note template?

Yes, automated PIR paper analysis requires a consistent note template to ensure uniform extraction. The tool uses this template to generate a Markdown file capturing the paper's design, complexity, tradeoffs, and benchmarks.

What specific information is extracted when analyzing PIR papers for engineering notes?

When analyzing PIR papers for engineering notes, the extracted information includes key scheme designs, complexities, tradeoffs, and benchmarks. This structured data is outputted as a standardized Markdown document for each PDF.