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Semantic Taxonomy Engineer — Scaffold Workflow

Description: Generate new artifact from scratch

When to Use

Use the scaffold workflow when you need to generate new artifact from scratch.

Input Requirements

  • Domain concepts and definitions
  • Existing taxonomy hierarchies
  • Relationship patterns and ontology standards
  • Cross-domain terminology mappings

Process

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

Output

  • Taxonomy schemas with hierarchical classification
  • Ontology graphs showing concept relationships
  • Consistency reports across domain boundaries
  • Triplet logic validation results

Quality Gates

  • Consistent terminology across all domains
  • Triplet logic must be complete (no dangling references)
  • Taxonomy changes require backward compatibility
  • All terms must have unique, unambiguous definitions