Worked on the phantomcyber/dev-cicd-tools repository to enhance documentation reliability and streamline developer workflows. Developed an automated README generation and validation feature, integrating it as a pre-commit hook to ensure documentation remains synchronized with code changes. Refactored existing documentation scripts into a modular structure, improving maintainability and reusability. Introduced a dedicated README content validator to enforce quality and consistency before commits, reducing documentation drift and supporting more reliable pull request reviews. Leveraged Python scripting, CI/CD tooling, and pre-commit hooks to automate these processes, ultimately enabling faster onboarding and maintaining high standards for documentation across the development lifecycle.