map-audit - Audit metrics and dashboards for validity
Audit metrics, dashboards, and AI reports to verify they measure reality rather than generate misleading data
Tags
Updated: 2026-03-20Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Read metric definitions
- Analyze data sources
- Validate measurement logic
- Identify incentive structures
- Detect gaming patterns
- Map blind spots
- Assess trust levels
Inputs
- Metric or dashboard name
- Measurement claims
- Data source definitions
- System documentation
- Historical data
- Process descriptions
Outputs
- Validity assessment report
- Gaming potential analysis
- Blind spot inventory
- Trust recommendation
- Fix suggestions
Requirements
- File system access
- Data reading capability
- Metric or dashboard to audit