| check_dependencies | Check and Load Package Dependencies |
| check_psychds_deps | Check psychds Dependencies |
| copy_data_files | Copy data files to the Psych-DS data directory |
| create_datapackage | Create a datapackage.json file |
| create_dataset_description | Create a dataset_description.json file |
| create_psych_ds_structure | Create a Psych-DS directory structure |
| extract_csv_structure | Extract CSV file structure for dictionary creation |
| generate_data_dictionary | Generate a data dictionary from CSV files |
| is_valid_psych_ds_dir | Check if a directory is a valid Psych-DS dataset |
| run_app_safe | Initialize Shiny App with Robust Package Management |
| run_psych_ds_app | Run the Psych-DS Shiny Application |
| validate_dataset | Validate a Psych-DS Dataset |
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