When creating the Splunk_TA_ForIndexers package using distributed configuration management, the files that can be included are indexes.conf, props.conf, and transforms.conf. These files are essential for configuring various aspects of indexer behavior, including defining indexes, transforming events, and setting properties for data parsing and indexing.