ljg-paper-river

Trace a research paper's lineage across five backward and forward layers.

Updated Feb 2, 2016
One-click install
npx skills add https://github.com/zjykzk/blog --skill ljg-paper-river-zjykzk
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ljg-paper-river
Source: https://github.com/zjykzk/blog/tree/main/.agents/skills/ljg-paper-river
Command: npx skills add https://github.com/zjykzk/blog --skill ljg-paper-river-zjykzk

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Traces a research paper's lineage by recursively identifying predecessor papers and subsequent advances to understand how a problem evolved over time.

Core Features & Use Cases

  • Recursive backward tracing up to five layers to reveal the problem evolution.
  • Forward extension to capture later work and ongoing developments.
  • Output structured narratives that highlight differences, dependencies, and gaps between papers.
  • Use Case: when a user shares a paper and wants to understand its intellectual lineage, citations, and the evolution of the research problem.

Quick Start

Provide the target paper URL or title; I will generate a five-layer backward citation river and forward progression summary.

Frequently Asked Questions about ljg-paper-river

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

FAQPage Schema
How do I trace the citation lineage and evolution of a research paper?

To trace a research paper's lineage, provide the target paper's URL or title. The tool recursively identifies predecessor papers and subsequent advances, mapping the evolution of problems and solutions across up to five layers of citations.

What is the best way to understand how a research problem evolved over time?

Understanding how a research problem evolved requires mapping both backward citations and forward extensions. This approach reveals the intellectual lineage, highlighting the differences, dependencies, and gaps between the origin paper and subsequent advances in the field.

How do I find predecessor papers and subsequent advances for a specific study?

Finding predecessor papers and subsequent advances requires recursive citation tracing. You provide the target paper, and the tool maps up to five layers backward to reveal origins and forward to capture ongoing developments, outputting a structured narrative for verification.

Can I trace a paper's intellectual lineage using only the title?

Yes, you can trace a paper's intellectual lineage using only the title. The tool accepts either a target paper URL or title to generate the five-layer backward citation river and forward progression summary for analyzing the research evolution.

Does the citation lineage tracing cover forward progression as well as backward references?

Yes, citation lineage tracing covers both forward progression and backward references. It extends forward to capture later work and ongoing developments, while recursively tracing up to five layers backward to reveal the full problem evolution.

What are the limitations of tracing a paper's lineage across five layers?

The limitation of tracing a paper's lineage across five layers is the bounded recursive depth for both predecessor papers and subsequent advances. This scope captures the core evolution of problems and solutions but may omit highly peripheral citations outside the structured output.