Adding and verifying A2UI evaluation data points

Use this skill when adding new data points or datasets to the A2UI evaluation framework in eval/.

References

For full architecture and setup details, consult:

• eval/CONTRIBUTING_USE_CASES.md: The authoritative contributor guide for evaluation use cases, containing field definitions, context rules, and unencrypted multi-turn examples.
• eval/README.md: Evaluation quickstart, Transcrypt setup, and CLI flags.
• eval/DESIGN.md: Architecture, multi-stage scorers, and encryption-at-rest design.
• eval/datasets/dataset_schema.json: Formal JSON Schema defining required fields and structural rules for evaluation data points.

Step-by-step workflow

1. Unlock Transcrypt