SKILL.md
Customer Insights & Telemetry Skill
When to Use
- Building segment-specific lifecycle journeys.
- Prioritizing accounts for adoption help, expansion offers, or advocacy invites.
- Diagnosing churn/retention risks and surfacing insights to CS + product.
Framework
- Signals Stack – product usage, engagement, sentiment, commercial, health composite.
- Data Plumbing – define sources (warehouse, product analytics, CS tools) and refresh cadence.
- Normalization – align account/user IDs, tag personas/verticals.
- Insight Delivery – dashboards + alerts to lifecycle, CS, product teams.
- Closed Loop – track outcomes (expansion booked, churn prevented, advocacy activated).
Templates
- Health score schema (dimensions, weight, threshold, owner).
- Insight brief (observation, impact, recommended play, owner, due date).
- Data dictionary for lifecycle dashboards.
Tips
- Keep manual notes from CSMs in sync with telemetry to avoid blind spots.
- Tag signals by persona/vertical for more precise plays.
- Automate distribution via Slack/email alerts tied to triggers.