SINGULARITY-MBP-APEX-GRAPHML
CommunityCPU-only graph ML for legal reasoning.
Authorfatcrapinmybutt
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automates reasoning over complex legal litigation data by constructing and querying a graph-based knowledge representation that surfaces hidden connections and evidence gaps.
Core Features & Use Cases
- Build a typed legal knowledge graph from a litigation database and perform node classification, link prediction, and community detection.
- Discover evidence gaps and predict plausible connections between documents, claims, and authorities to inform legal analyses.
- Use CPU-only, pure NumPy implementations of Graph Attention Networks, TransE embeddings, and Louvain-style clustering to run locally without GPU dependencies.
Quick Start
Run the model on your local litigation graph to generate embeddings and reasoning scores.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: SINGULARITY-MBP-APEX-GRAPHML Download link: https://github.com/fatcrapinmybutt/cortex-osint/archive/main.zip#singularity-mbp-apex-graphml Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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