paperforge

Run three AI models in parallel to synthesize a paper into a triangulated English report.

Updated Mar 2, 2026
One-click install
npx skills add https://github.com/Nitrogen216/paperforge --skill paperforge
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paperforge
Source: https://github.com/Nitrogen216/paperforge/tree/main
Command: npx skills add https://github.com/Nitrogen216/paperforge --skill paperforge

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Paperforge enables researchers to rapidly understand academic papers by running three AI models in parallel and synthesizing their outputs into a single, coherent English report.

Core Features & Use Cases

  • Parallel tri-model analysis: Three models (ChatGPT via Oracle, Gemini, Claude) evaluate the same paper concurrently to produce diverse perspectives.
  • Structured synthesis: The output is a synthesized report with consensus scores and actionable takeaways.
  • Use Case: Ideal for quick triage of new papers across ML, theory, systems, surveys, or HCI, especially when time is limited.

Quick Start

Ask Paperforge to read this paper and generate a triangulated summary.

Frequently Asked Questions about paperforge

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

FAQPage Schema
How do I get a synthesized summary of a research paper using multiple models?

Tri-model paper reading processes an academic PDF through ChatGPT via Oracle, Gemini, and Claude concurrently, synthesizing their parallel outputs into a single English report with consensus scores and actionable takeaways.

Can I use this tri-model analysis for empirical ML and HCI papers?

Yes, tri-model parallel reading supports empirical ML, theory, systems, surveys, and HCI papers, enabling rapid triangulation across these academic domains when you need to quickly understand a paper.

What file format do I need for parallel paper reading?

Tri-model parallel reading requires a paper file, with PDF being the preferred format, to ensure the three models can accurately parse and analyze the academic content for synthesis.

How does tri-model synthesis compare to single-model paper summaries?

Tri-model synthesis differs from single-model paper summaries by running three models concurrently to generate diverse perspectives, then synthesizing them into a concise report with consensus scores for rapid triangulation.

What is the best way to quickly triage new academic papers?

The best way to quickly triage new academic papers is parallel tri-model analysis, which evaluates the document through three models concurrently to deliver a concise, triangulated summary with actionable takeaways.