Data Versioning Manager Skill
Purpose
Manage data versions, track provenance, and ensure data lineage for reproducible scientific research.
Capabilities
- Version datasets
- Track data lineage
- Document transformations
- Enable rollback
- Support collaboration
- Generate provenance
Usage Guidelines
- Initialize versioning
- Track data changes
- Document transformations
- Create snapshots
- Manage branches
- Export provenance
Process Integration
Works within scientific discovery workflows for:
- Data management
- Reproducibility support
- Collaboration enabling
- Audit compliance
Configuration
- Version control system
- Storage backends
- Metadata schemas
- Access controls
Output Artifacts
- Version histories
- Provenance records
- Transformation logs
- Data snapshots