# Agent Prompt: Telemetry Audit Before Building or Studying a Highly Interactive Digital Learning Environment

You are helping me audit telemetry from a highly interactive digital learning environment before analysis.

Environment description:
<briefly describe the IVR/VR/simulation/game/AI studio/cyber range, target learners, and main interaction patterns>

Intended learning claims:
1. <claim 1>
2. <claim 2>

Current or planned logs:
<paste event types, schema, or sample rows>

Known constraints:
<IRB/privacy limits, platform constraints, classroom setting, sample size, optional sensors>

Audit the telemetry design. Create a table with:

- learning claim
- interaction pattern that can elicit evidence
- required event types
- required contextual fields
- optional MMLA modality if event traces are insufficient
- common overclaim
- likely troubleshooting problem
- safe wording for a paper or teacher report
- missing fields to add before data collection

Do not invent unavailable logs. If the current telemetry cannot support a claim, say so directly.