ai-output-validator - Validate AI Output Quality
Validates AI-generated outputs for factual accuracy, logic, consistency, hallucinations, bias, safety, completeness, and relevance.
Tags
Updated: 2026-09-29Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Detect hallucinated claims
- Verify facts against sources
- Check logical validity
- Validate output consistency
- Analyze potential bias
- Check content safety
- Evaluate answer completeness
- Score prompt relevance
- Calculate quality scores
- Suggest concrete improvements
Inputs
- AI-generated output text
- Original prompt or question
- External reference sources
- Related code or documents
- Multiple candidate outputs
Outputs
- Validation report
- Issue list
- Quality scores
- Source verification results
- Safety findings
- Improvement suggestions
- Revised output proposal
- Real-time validation alerts