Check and fix codebase consistency issues including requirements consolidation, .env/gitignore management, import validation, pipeline data flow verification (output-to-input matching), naming conventions, type consistency, and README updates. Use when setting up/auditing Python projects, before deployment, debugging imports/dependencies, validating pipelines, enforcing standards, or onboarding developers.