Seed Protocol Design

SOP: design random seed strategy for reproducibility

yogsoth-ai 661db3f 2 files · 3.2 KB Updated

File contents

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.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOP When to use
spawn-agent Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.

yogsoth-ai/de-anthropocentric-research-engine/tree/main/skills/seed-protocol-design commit 661db3f427

Frequently asked questions

npx skillmds@latest add yogsoth-ai/seed-protocol-design