portal-synthetic-data - Generate synthetic financial data silos and catalog seeds
Generates reproducible synthetic financial data silos with Polars and Faker, including injected anomalies, catalog entries, and user seeds.
Tags
Updated: 2026-09-16Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Generate synthetic financial data silos
- Inject deliberate data anomalies
- Seed data catalog entries
- Export silo datasets to Parquet
Inputs
- Silo schema definitions
- Generator script configurations
- Fixed random seed value
Outputs
- Parquet files in data/silos/
- Catalog seed entries and tribal notes
- Documentation file data/README.md
- User seed migrations with Argon2 hashes
Requirements
- Python environment with Polars, Faker, and NumPy
- Poetry package manager
- dbmate migration tool