Privacy Taxonomy Engineer — Refactor Workflow

Description: Improve existing artifact structure and quality

When to Use

Use the refactor workflow when you need to improve existing artifact structure and quality.

Input Requirements

• Data schemas and entity models
• Privacy requirements and regulatory frameworks
• Classification standards and policies
• Data inventory and sensitivity assessments

Process

1. Initialize — Set up the refactor context for Privacy Taxonomy Engineer
2. Execute — Perform the refactor operation following Privacy Taxonomy Engineer's style
3. Validate — Check output against quality gates
4. Handoff — Deliver results to downstream personas

Output

• Data classification taxonomies with sensitivity levels
• Privacy policy documentation aligned to regulations
• Classification compliance verification reports
• Data handling guidelines per sensitivity level

Quality Gates

• Classification must align with applicable privacy regulations
• All sensitive data types must be identified and categorized
• Taxonomy changes require privacy impact assessment
• Classification decisions must be auditable