# Reproducibility Verification

> Verify result reproducibility via re-runs with different seeds and ICC comparison

- Skill: `yogsoth-ai/reproducibility-verification` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add yogsoth-ai/reproducibility-verification`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yogsoth-ai/reproducibility-verification/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: yogsoth-ai (https://skillmd.com/u/yogsoth-ai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/yogsoth-ai/reproducibility-verification

---


# 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.