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noiseaudit

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Quantify agreement with multi-agent noise.

Data & Analytics#audit#multi-agent#consensus#statistical#noise#standard-deviation
AuthorFolahanWilliams
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The Noise Audit Skill helps teams quantify disagreement across multiple autonomous evaluations, turning ambiguous judgments into a measurable metric.

Core Features & Use Cases

  • Multi-agent judgment generation: spawn several sub-agents to independently evaluate the same document.
  • Noise calculation: compute the standard deviation across outputs to quantify variance in assessments.
  • Decision support: identify high-disagreement areas to guide reviews, governance, and risk analysis.

Quick Start

Provide a target document and run the noise-audit workflow to compute the standard deviation of the sub-agent judgments.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: noiseaudit
Download link: https://github.com/FolahanWilliams/decision-intel/archive/main.zip#noiseaudit

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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