data-layer-architecture
OfficialSecure extraction history with Bronze-Gold layers
Software Engineering#data-governance#ai-audit#bronze-layer#extraction-logs#gold-layer#llm-traceability
Authorsage-base
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill defines a robust two-layer architecture (Bronze extraction logs and Gold confirmed data) to preserve AI extraction history, enable auditability, and protect human corrections during data curation.
Core Features & Use Cases
- Immutable Bronze layer: Append-only ExtractionLog records that capture AI extractions for traceability and model improvement.
- Mutable Gold layer with protection: Gold entities update only when is_manually_verified is false; manual verification preserves human-corrected data.
- End-to-end data governance: Link between extraction logs and gold data enables auditing, rollback, and compliant data curation.
Quick Start
Initialize a two-layer extraction system by logging a sample extraction to ExtractionLog, then show how Gold is updated when is_manually_verified is false and preserved when true.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: data-layer-architecture Download link: https://github.com/sage-base/sagebase/archive/main.zip#data-layer-architecture Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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