results-audit - Independently audit quantitative or empirical results
Independently audit quantitative or empirical results before promoting claims by recomputing raw evidence, checking provenance, controls, and scope.
Tags
Updated: 2026-09-16Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Inventory exact claims
- Verify provenance and execution
- Recompute metrics from raw evidence
- Audit chronology and controls
- Audit statistics and resource accounting
- Classify evidence boundaries
- Assign claim dispositions
- Generate durable audit reports
Inputs
- Raw evidence and execution logs
- Reviewed commit and source state
- Reproduction commands and configurations
- Datasets and evaluated artifacts
- Claim statements and summaries
Outputs
- Durable audit report file
- Claim disposition table
- Corrected claim surfaces
Requirements
- Independent reviewer role
- Access to raw result artifacts
- Repository write permission for docs/audits/