Instead of long, hyphenated strings generated mid-process, enforce uniform nomenclature rules at the output directory level. Use lower-case language codes defined by international criteria, such as tags (e.g., changing engsub to en ). 2. Cleaning Automation Artifacts
| Resource | Description | Link / Source | | :--- | :--- | :--- | | | Release date, cast, runtime | SubtitleNexus | | English Subtitles | Subtitle file (.NFS) | SubtitleNexus | | Actor Info | Profile of Minaho Ariga | Wiki | NSFS-271-engsub convert02-44-52 Min
: The absolute structural timestamp or specific video runtime ( 2 hours, 44 minutes, and 52 seconds ). Technical Subtitle Integration Methods Instead of long
(restore full length):