discuss

Facilitate grounded research paper discussions with precise in-text citations.

Updated Apr 20, 2026
One-click install
npx skills add https://github.com/orangekame3/skills --skill discuss-orangekame3
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: discuss
Source: https://github.com/orangekame3/skills/tree/main/discuss
Command: npx skills add https://github.com/orangekame3/skills --skill discuss-orangekame3

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables researchers to conduct interactive, grounded discussions of already-read papers, ensuring all assertions are tied to explicit sections, figures, or equations and that notes are collected for future reference.

Core Features & Use Cases

  • Grounded discussion: answers strictly based on the paper's content, with explicit citations.
  • Section/figure references: reports include precise references to sections, figures, tables, and equations.
  • Note-collection: appended discussion notes are stored for review and collaboration.
  • Cross-paper comparisons: integrates related literature to position findings.

Quick Start

Start a grounded, citation-rich discussion of a target paper and have the AI append notes to the discussion log.

Frequently Asked Questions about discuss

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

FAQPage Schema
How do I discuss research papers with precise in-text citations?

To discuss research papers with precise in-text citations, you need a mechanism that grounds assertions strictly in the paper's content. This Skill ensures all commentary references explicit sections, figures, or equations, appending grounded notes to a shared discussion log for future review.

What is the best way to take grounded notes on arxiv papers for a literature review?

Taking grounded notes on arxiv papers for a literature review involves appending commentary to a shared discussion log with precise section and figure references. This approach enables deep-dive analysis and cross-paper comparisons while ensuring all notes remain verifiably linked to the source text.

Can I compare findings across multiple research papers during a literature review?

Yes, you can compare findings across multiple research papers during a literature review. The Skill integrates related literature to position findings, enabling cross-paper comparisons that rely on explicit references to specific sections, tables, and equations within the source documents.

Do I need to have already read a paper before starting a grounded discussion?

Yes, you need to have already read the paper before starting a grounded discussion. The Skill is applied to already-read papers, requiring access to paper content to facilitate deep-dive commentary and note-taking with precise references to specific sections and figures.

How does a grounded discussion log handle references to figures and equations?

A grounded discussion log handles references by explicitly tying assertions to specific figures, tables, equations, and sections within the research paper. This precise referencing mechanism ensures that all generated commentary and appended notes maintain strict verifiable accuracy to the source material.