atomic-gen-docs

What problem does it solve?

Manually creating compliant handover documents for UBCK's Atomic Lakehouse database design is time-consuming, error-prone, and inconsistent across different source systems. This Skill automates the entire workflow to produce standardized, review-ready Word documents aligned to UBCK's official template.

Core Features & Use Cases

• 3-Step Automated Pipeline: Runs a mandatory sample review phase for quick validation, generates full Markdown fragments for all entities, and builds a formatted DOCX file via Pandoc.
• Standardized Output: Produces compliant Markdown, DBML diagrams, and Word documents that match UBCK's required structure, including correct table formatting, constraint documentation, and physical naming conventions.
• Use Case: Data modelers working on the UBCK Lakehouse project can use this Skill to generate handover docs for new source systems (FIMS, FMS, IDS etc.) or update existing documents after HLD/LLD adjustments, eliminating manual formatting work.

Quick Start

Use the atomic-gen-docs skill to generate a complete Word handover document for the FIMS source system once its HLD Overview and approved LLD YAML files are ready.