SOP: design random seed strategy for reproducibility
Scanned 5/27/2026
Install via CLI
openskills install yogsoth-ai/de-anthropocentric-research-engine---
name: seed-protocol-design
description: "SOP: design random seed strategy for reproducibility"
version: 1.0.0
category: experiment-execution
type: sop
execution: subagent
prompt: ./prompt.md
used-by:
- reproducibility-protocol
input: "Experiment design + list of randomness sources + repetition requirements"
output: "Seed allocation strategy + seed value table + reproducibility guarantee plan"
---
# SOP: Seed Protocol Design
Design random seed strategy to ensure experiment reproducibility while quantifying variance from randomness through multi-seed runs.
## Execution
Subagent — spawned via subagent-spawning/spawn-agent skill.
## Why Subagent
Seed strategy requires identifying all randomness sources in the system (initialization, data sampling, dropout, etc.) and designing a consistent seed propagation scheme — demands deep understanding of system architecture.
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