Verify result reproducibility via re-runs with different seeds and ICC comparison
Scanned 5/27/2026
Install via CLI
openskills install yogsoth-ai/de-anthropocentric-research-engine---
name: reproducibility-verification
description: "Verify result reproducibility via re-runs with different seeds and ICC comparison"
version: 1.0.0
category: experiment-execution
type: sop
execution: subagent
prompt: ./prompt.md
used-by:
- result-analysis
- result-validation-loop
shared-with: experiment-design
input: experiment design, original results, re-run parameters (n_reruns, seeds)
output: reproducibility assessment with ICC scores and variance decomposition
---
# SOP: Reproducibility Verification
Re-run the experiment with different seeds and compare results to assess reproducibility via ICC and variance analysis.
Subagent — spawned via subagent-spawning/spawn-agent skill.
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