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Specifies replacing paperless_ai's ad hoc f-string/manual-splicing prompt building (ai_classifier.py, taxonomy.py, chat.py) with Jinja2 templates rendered through a typed, enum-dispatched seam, chosen to leave room for a future user prompt-customization feature without a rewrite. The plan breaks the conversion into 8 tasks for subagent-driven execution.