LogoClawIndex
CasesSkillsAbout
LogoClawIndex

ClawIndex

OpenClaw Skills & Use Case Index

ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases.

Index

Skills·
Cases

Meta

About·
Disclaimer·
Email·
GitHub
© 2026 ClawIndex All Rights Reserved.

gpd-compare-experiment - Compare Theory with Experimental Data

Systematically compares theoretical predictions with experimental or observational data using unit conversion, uncertainty propagation, statistical testing, and discrepancy analysis.

Tags

Updated: 2026-10-06

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Compare theory with data
  • Convert units and conventions
  • Propagate measurement uncertainties
  • Calculate pointwise pulls
  • Test global fit quality
  • Classify discrepancies
  • Emit contract verdict ledger

Inputs

  • Comparison target
  • Theoretical predictions
  • Experimental or observational data
  • Unit and convention definitions
  • Statistical and systematic uncertainties
  • Project state and conventions
  • Contract target and tolerance

Outputs

  • COMPARISON.md report
  • Quantified agreement metrics
  • Discrepancy classification
  • Contract-keyed verdict ledger

Requirements

  • .gpd/ROADMAP.md file
  • GPD runtime environment
  • Comparison template file
  • File and shell tool access
  • Web access when needed
  • User-question capability

Source

  • Spec: SKILL.md
physics
experimental-data
uncertainty-analysis
statistical-testing
unit-conversion
discrepancy-analysis
Compare theory with data
Convert units and conventions
Propagate measurement uncertainties
Calculate pointwise pulls
Comparison target
Theoretical predictions
Experimental or observational data
COMPARISON.md report
Quantified agreement metrics
Discrepancy classification