Automated Psychometric Workflows and Reporting Tools // Automates common psychometric workflows for applied researchers, including item descriptives, inter-item correlations, exploratory and confirmatory factor analysis, reliability, multi-group measurement invariance, and alignment optimization. Decision heuristics are informed by procedures such as parallel analysis (Horn, 1965, doi:10.1007/BF02289447), multivariate normality diagnostics (Mardia, 1970, doi:10.1093/biomet/57.3.519), measurement-invariance fit-change rules (Chen, 2007, doi:10.1080/10705510701301834), and alignment optimization (Asparouhov and Muthen, 2014, doi:10.1080/10705511.2014.919210), among others. Results can be returned as structured R objects and exported as bilingual reports for transparent analytical documentation.