skills/telemetry-and-adoption/SKILL.md

---
name: telemetry-and-adoption
description: Defines data-minimized app telemetry, operational metrics, and measurable adoption for Dataverse solutions.
---

## Architect edition scope

This edition produces local plans, checks and review artifacts only. Instructions below describing provisioning, deployment, API calls, runtime tests or publishing are plans for an authorized operator, not actions to execute. Never connect to or modify an environment through this edition. No runtime test or deployment may be claimed from generated checklists.

# Telemetry and Adoption

Use the generated telemetry contract. Collect only technical events and aggregate usage metrics: launch, feature use, duration, errors, and integration status. Exclude field values, direct personal data, tokens, prompts, and sensitive content. Define purpose, owner, retention, access, deletion process, and alert thresholds before activation.