golden-dataset-management
CommunityProtect and validate AI golden datasets.
Authoryonatangross
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Golden datasets are essential for reproducible AI testing but are difficult to version, backup, and restore in a reliable, auditable way.
Core Features & Use Cases
- Backup and version-control golden datasets to JSON, including analyses, chunks, and artifacts while omitting embeddings for lightweight storage.
- Restore into new or existing environments with embeddings regenerated from the current model, then verify data integrity.
- Support CI/CD automation and disaster recovery workflows with validation checks and changelog-friendly backups.
Quick Start
Use the golden-dataset-management skill to backup your current dataset, verify the backup, and optionally restore into a staging environment with replace if needed.
Dependency Matrix
Required Modules
sqlalchemystructlog
Components
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: golden-dataset-management Download link: https://github.com/yonatangross/create-yg-app/archive/main.zip#golden-dataset-management Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.