Automated Psychometric Workflows and Reporting Tools R package PsychoMatic version 0.3.0 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. Software Depends: R (>= 4.1.0) Imports: GPArotation, lavaan, Matrix, psych, stats, utils Suggests: flextable, knitr, mirt, MVN, officer, openxlsx, rmarkdown, semTools, sirt, testthat (>= 3.0.0), writexl Jose Gamarra-Moncayo <gamarramoncayoj@gmail.com> Comprehensive R Archive Network (CRAN) Jose Gamarra-Moncayo [aut, cre] (ORCID: <https://orcid.org/0000-0002-0781-3616>) MIT + file LICENSE (https://CRAN.R-project.org/package=PsychoMatic/LICENSE) 2026-06-29 application/tgz https://CRAN.R-project.org/package=PsychoMatic doi:10.32614/CRAN.package.PsychoMatic