Transform inbox content into high-quality raw files with intelligent deduplication.
Use this skill whenever the user mentions "process inbox", "prepare raw", "move to raw",
"deduplicate", "organize inbox", or when inbox items need processing. Also trigger
when the user has captured content that needs to enter the knowledge pipeline.
This is the critical intake layer for knowledge quality.
