gpd-compare-experiment - Compare theoretical predictions with data
Quantifies theory–experiment agreement through unit matching, uncertainty propagation, statistical testing, and discrepancy analysis.
Tags
Updated: 2026-10-06Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Load project conventions
- Identify comparison targets
- Match units and conventions
- Propagate measurement uncertainties
- Calculate pointwise pulls
- Perform statistical tests
- Analyze discrepancies
- Write comparison reports
- Emit verdict ledgers
Inputs
- Comparison target
- Theoretical predictions
- Experimental or observational data
- Data source metadata
- Unit and convention definitions
- Uncertainty information
- Project state
- Contract targets
- Comparison template
Outputs
- COMPARISON.md report
- Agreement metrics
- Pointwise pull calculations
- Statistical test results
- Discrepancy classification
- Contract verdict ledger
- Updated project documents
Requirements
- GPD project environment
- Readable .gpd/ROADMAP.md
- GPD runtime configuration
- Read and write file access
- Shell execution access
- Web access when needed