Back to skills
SKILL.md
Seed Protocol Design
ASecuritySOP: design random seed strategy for reproducibility
- 417 stars
- 0 votes
- 0 copies
- 1 view
- Added May 27, 2026
Security analysis
100/100Pro scans all 2 files and shows the line behind each finding
npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill seed-protocol-design --agent claude-codeAre you the author of Seed Protocol Design?
Add the live security badge to your README. It updates with every re-scan.
[](https://www.skillsdirectory.com/skills/yogsoth-ai-seed-protocol-design)---
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.
Files in this skill
- SKILL.md
- prompt.md
Attribution
Comments
Loading comments…