normalize-ai-config

To audit AI agent configurations for command overlap, execute the normalize-ai-config command to automatically map active skills, agents, and hooks, generating a report on command ownership and wiring status.

Configuration drift in AI-driven development environments is caused by overlapping command intents and misaligned workflow responsibilities among agents, skills, and hooks, which can be resolved by validating definitions against established project boundaries.

You validate repository installation scripts for canonical skills by running a wiring validation check across the .claude directory structure to verify that all definitions are correctly included and mapped.

Normalizing AI configuration files requires consistent file pathing and adherence to the defined repository structure to successfully map and report command ownership across the .claude directory structure.

The best way to eliminate mixed test or commit behaviors in AI workflows is to perform a conflict detection audit that pinpoints overlapping command intents and normalizes the configuration to ensure clear, non-conflicting responsibilities.