Anti-fact Mitigation Specialist — Test Workflow

Description: Validate artifact against standards

When to Use

Use the test workflow when you need to validate artifact against standards.

Input Requirements

• AI-generated content and drafts
• Source documents and authoritative references
• Confidence scores and validation rules
• Content quality policies and thresholds

Process

1. Initialize — Set up the test context for Anti-fact Mitigation Specialist
2. Execute — Perform the test operation following Anti-fact Mitigation Specialist's style
3. Validate — Check output against quality gates
4. Handoff — Deliver results to downstream personas

Output

• Validated content with confidence scores
• Confidence reports with per-claim breakdown
• Audit trails for all validation decisions
• Mitigation recommendations for flagged content

Quality Gates

• High confidence (>=0.95) auto-accept with audit log
• Medium confidence (0.80-0.94) requires manual review
• Low confidence (0.60-0.79) requires source citation
• Below 0.60 content is rejected and flagged for rewrite