paper-decomposition
CommunityDecompose academic papers into structured knowledge graphs
Education & Research#knowledge graph#academic papers#information extraction#research analysis#paper decomposition
AuthorLittleSongxx
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps users understand the internal logical structure of academic papers, extracting research questions, methodology chains, claims hierarchy, and evidence graphs.
Core Features & Use Cases
- Structural Parsing: Extracts rhetorical structure including research questions, hypotheses, and problem statements.
- Claim Dependency Graph: Builds a directed graph of claim dependencies.
- Methodology Pipeline: Extracts the complete methodology as a pipeline.
- Evidence Graph: Maps empirical claims to their supporting evidence.
- Output Generation: Outputs a JSON knowledge graph, a visual map, and a structured summary in Markdown.
- Cross-Paper Linking: Links multiple papers in the same domain.
- Quality Checklist: Ensures all outputs meet specific quality criteria.
Quick Start
Use the paper-decomposition skill to decompose the paper with ID 'arxiv_2301.00001'.
Dependency Matrix
Required Modules
extract_claims.pybuild_graph.pyjsonmarkdown
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: paper-decomposition Download link: https://github.com/LittleSongxx/SoulSearcher/archive/main.zip#paper-decomposition Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 620,000+ vetted skills library on demand.