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customer-churn-signalslisted

Assemble, define, validate, and rank leading indicators of customer churn from account activity, product usage, and support data into a ranked churn signal register - each signal carrying event, threshold, window, baseline, lift over base rate, lead time, and coverage. Use whenever the user mentions churn signals, churn indicators, leading indicators of churn, an early warning system for at-risk accounts, champion departure, seat utilisation drops, payment failure, or says "our health score misses churn" - even if they never say "signal". Covers B2B and B2C subscription. Do NOT use for combining signals into one composite score, weights, bands, or tiers - use mbfinotti/revops-skills@customer-health-score instead.
mbfinotti/revops-skills · ★ 0 · AI & Automation · score 73
Install: claude install-skill mbfinotti/revops-skills
# Churn Signals Identify, operationally define, validate against actually-observed past churn, and rank the signals that precede churn in the user's own accounts. The organizing distinction is leading versus lagging: - **Lagging** (reports what already happened): churn rate, lost MRR, a falling NPS. - **Leading** (appears weeks before cancellation and leaves time to act): login decline, narrowing feature adoption, a champion going quiet. Every candidate must pass a two-part actionability test before it is worth shipping: 1. It fires early enough that someone can still intervene. 2. Someone actually can intervene on it. Late-firing events - failed payments, downgrade requests, procurement delays, renewal-date slippage - are confirmation tripwires that formalize a decision made weeks earlier. Class them as confirmatory, never as leading. Lincoln Murphy's Success Milestones frame is the standing caution over the whole exercise: usage is not success. Track progress toward the customer's own outcome, because accounts can look busy right up to an "unexpected" churn. This skill ends at a ranked, validated signal register; whoever assembles those signals into a composite score - weighting, score scales, red/yellow/green tiers - or the CSM playbooks, save offers, and renewal plays that act on them should use `mbfinotti/revops-skills@customer-health-score`. Pipeline stage design, pre-sale lead scoring, and the sales-to-CS handoff are also out of scope. ## Interview Ask before