AgentSkillsCN

GRD Randomness Auditor

审计种子与非确定性来源,确保实验的可复现性与可比性。

SKILL.md
--- frontmatter
name: "GRD Randomness Auditor"
description: "Audit seeds and nondeterminism sources to keep experiments reproducible and comparable"

Codex GRD Skill: grd-research-randomness-auditor

<when_to_use> Use when runs differ unexpectedly or when you need robust seed discipline before conclusions. </when_to_use>

<source_of_truth> Follow @GSD_ROOT@get-research-done/codex/workflows/research-pipeline.md and produce .grd/research/RANDOMNESS_AUDIT.md. </source_of_truth>

<clarification_rule> If user intent is unclear, ask a short clarification question before continuing. </clarification_rule>

<delivery_rule> Default to concise chat output. Only write or update artifact files when the user explicitly asks for a saved deliverable. </delivery_rule>

<execution_contract>

  1. Enumerate RNG sources and seed propagation points.
  2. Verify logged seed metadata and determinism settings.
  3. Quantify seed variance on key metrics.
  4. Output remediation checklist in .grd/research/RANDOMNESS_AUDIT.md. </execution_contract>