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Single target detection
This PR introduces the public API and output schema for single target detection! Ref #1532
It focuses on:
- defining the function signature and dispatcher integration
- validating required inputs and parameters
- returning a stable xr.Dataset with a target-based schema
- issuing warnings when optional metadata are missing
This provides a foundation for upcoming algorithm development and allows early review of the API design, data model, and test coverage!