SINGULARITY-MBP-DATAWEAVE
CommunityTransforms 183+ tables into graph-ready data.
Authorfatcrapinmybutt
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Data provenance and complexity from large litigation data sources are hard to convert into a usable graph representation. SINGULARITY-MBP-DATAWEAVE provides a deterministic pipeline that ingests a multi-table SQLite/DuckDB-backed dataset and outputs a structured, graph-ready format with typed nodes and relationships, enabling advanced graph analytics and visualization.
Core Features & Use Cases
- End-to-end graph construction: Converts 183+ tables into a 13-layer graph with nodes and links, including quality gates and delta updates.
- Integrated analytics stack: Leverages SQLite, DuckDB, LanceDB, Polars, and FTS5 to support analytics, vector enrichment, and fast search over large datasets.
- Export-ready outputs: Produces graph representations suitable for Neo4j, GraphML, and D3 JSON exports for downstream visualization and exploration.
- Use Case: A litigation research team ingests a patent/claims context database and rapidly derives an interconnected graph for evidence tracking, entity resolution, and timeline analysis.
Quick Start
Run the DataWeave pipeline to transform the litigation_context.db into a graph-ready dataset.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
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Please help me install this Skill: Name: SINGULARITY-MBP-DATAWEAVE Download link: https://github.com/fatcrapinmybutt/cortex-osint/archive/main.zip#singularity-mbp-dataweave Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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