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[Roadmap] Extract and Centralize AI Prompts #14

Description

@ccraig09

Currently, prompts are hardcoded or scattered in the service files.

Requirements:

  • Move all prompts to a centralized location (e.g., src/lib/prompts.ts or a database).
  • Allow for easy versioning and AB testing of system prompts.
  • Ensure type safety for prompt variable replacement.

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