During April 2025, McClelland focused on improving installation reliability for the NRLMMD-GEOIPS/geoips repository by addressing cross-shell compatibility issues in the base installation script. He repositioned the Bash shebang to the top of base_install.sh, ensuring consistent Bash interpretation and eliminating failures when running under Zsh. This technical adjustment stabilized automated deployments and reduced onboarding friction for new developers. McClelland also enhanced the project’s documentation, providing clear explanations of install script behavior and maintaining detailed commit-level traceability. His work leveraged Bash and YAML, demonstrating careful attention to shell scripting best practices and documentation quality, resulting in more robust CI/CD workflows.