- Add intuitive Python SDK functions for common analysis (get_main_detector_results, get_lumi_results, get_beam_monitor_results, etc).
- Filtering, aggregation, and grouping options.
- Result object wrappers (e.g., DetectorResults).
- Built-in local caching for fast iteration.
- Add/expand example notebooks.
Deliverable: Non-SQL analysts can perform most routine queries via Python API.