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result-analysis - Compare paper results with reproduction runs

Analyzes completed reproduction runs, extracts metrics with auditable scripts, regenerates paper presentations, and compares them side by side.

Tags

Updated: 2026-09-28
paper reproductionresult analysismetric extractionexperiment comparisonauditable scriptsscientific reporting

Capabilities

Read completed run reportsLocate paper result presentationsExtract metrics with scriptsRegenerate tables and plots

Typical Inputs

Current codebaseRun-experiment reportExperiment-scoping report

Typical Outputs

result-analysis.md reportMetric extraction scriptsExtracted data files

What this skill does

  • Read completed run reports
  • Locate paper result presentations
  • Extract metrics with scripts
  • Regenerate tables and plots
  • Compare paper and reproduction
  • Report upstream failures

Inputs

  • Current codebase
  • Run-experiment report
  • Experiment-scoping report
  • Paper PDF
  • Completed run directories
  • Run artifacts
  • Conda environment
  • Baseline report

Outputs

  • result-analysis.md report
  • Metric extraction scripts
  • Extracted data files
  • Regenerated figures
  • Paper figure crops
  • Comparison tables
  • Analysis findings

Requirements

  • Existing run-experiment report
  • Available paper PDF
  • Existing pr environment
  • Required analysis packages
  • Complete upstream runs

Source

  • Spec: SKILL.md

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