signal-redundancy-audit

What problem does it solve?

Audit signal configurations across methodology YAMLs to identify dead, dormant, or non-decisive signals that can be safely removed. Combines static YAML analysis with empirical simulation data to produce removal recommendations.

Core Features & Use Cases

• Static analysis: detects signals declared but never used in signal_weights across all methodologies.
• Empirical analysis: leverages simulation data to quantify signal impact and decisiveness.
• Removal guidance: provides a clear protocol and rationale for removing dead, dormant, or marginal signals.
• Report generation: outputs structured findings per methodology to support drift checks and audits.

Quick Start

Run the audit against your methodology YAMLs to identify dead or dormant signals and prepare removal recommendations.