paper-interpreter

Explain complex research papers by clarifying jargon and decomposing mathematical expressions.

7|Updated Mar 16, 2026

Search Tags:#academic-reading #background-knowledge #paper-interpreter #terminology-clarification #formula-decomposition #interpretive-report

Ready to run

npx skills add https://github.com/tangshunpu/paper_granny --skill paper-interpreter

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: paper-interpreter
Source: https://github.com/tangshunpu/paper_granny/tree/main/skill/paper_interpreter
Command: npx skills add https://github.com/tangshunpu/paper_granny --skill paper-interpreter

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps readers with limited background understand difficult papers by clarifying jargon, breaking down equations, and supplying essential background knowledge.

Core Features & Use Cases

Terminology plain-language explanations
Formula decomposition and conceptual digestion
Background knowledge augmentation with concise context
Analogies and visual aids to convey core ideas
Preserve all key figures from the original paper for reference during interpretation
Use Case: Before writing an interpretive report, run this skill to build a deep, accessible understanding of a given arXiv paper

Quick Start

Read the target paper and produce a plain-language interpretation by clarifying terms, breaking down formulas, and adding necessary background before drafting an interpretive report.

Frequently Asked Questions about paper-interpreter

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

FAQPage Schema

How do I interpret complex academic papers when I have limited background knowledge?▼

You can interpret complex academic papers by using a skill that clarifies jargon, breaks down equations, and supplies essential background knowledge to build a deep, accessible understanding of the text.

What is the best way to decompose mathematical formulas in a research paper for plain-language understanding?▼

The best way to decompose mathematical formulas is through formula decomposition and conceptual digestion, which breaks down complex expressions into plain-language explanations for easier understanding.

How do I prepare an interpretive report from an arXiv paper without losing original figures?▼

To prepare an interpretive report from an arXiv paper, you can use a paper interpreter that explains terms and math while preserving all key original figures for reference during the interpretation process.

Can I get terminology clarification and background context augmentation for theoretical and applied papers?▼

Yes, terminology clarification and background knowledge augmentation are applied across both theoretical and applied papers, providing concise context and analogies to convey core ideas effectively.

Does this paper interpretation approach work for deep reading workflows without requiring specific technical frameworks?▼

Yes, this approach works for deep reading workflows without requiring specific technical frameworks, as it operates independently with no dependencies to help you digest complex research.

Why do I need to clarify jargon before drafting an interpretive report on a difficult paper?▼

You need to clarify jargon before drafting an interpretive report because difficult papers contain complex terms and math that require plain-language explanations and background supplementation to build deep understanding.