aps-doc-golden

Document golden layer tables by capturing SCD type implementations, business rules, and metric definitions extracted directly from your codebase. The Skill extracts real SQL, CASE statements, and table schemas to produce authoritative documentation without placeholders, including SCD columns, survivorship logic, and aggregation patterns for customer 360 tables.

Include data quality scoring metrics, governance rules, and aggregation logic specific to your golden data lineage. Document how quality scores are calculated, what thresholds apply, and how they cascade through downstream customer 360 and metric tables to maintain transparency across the data pipeline.

Yes. The Skill extracts real SQL, CASE statements, and table schemas directly from your codebase to document metric definitions and aggregation patterns. This produces genuine documentation with actual implementation details rather than generic templates, capturing the exact logic used in production.

Yes, codebase access is required. The Skill needs to extract real SQL artifacts, YAML configurations, and table schemas to produce authoritative documentation. This ensures your golden layer documentation reflects actual implementations and business rules in use, not placeholders.

Use the mandated documentation template that captures SCD implementations, metric definitions, data quality scoring, and aggregation patterns consistently. The template enforces consistent structure across customer 360 tables while accommodating actual SCD types, business rules, and real SQL examples from your codebase.