Individual skill
risk-scoring-framework
Method for calculating customer health/risk tiers using quantitative + qualitative data.
plugins/customer-success/skills/risk-scoring-framework/SKILL.md
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# Risk Scoring Framework Skill
## When to Use
- Building or tuning customer health scores that drive CS prioritization.
- Aligning RevOps, CS, and product on what “healthy” vs “at-risk” looks like.
- Auditing why certain segments churn or expand more than others.
## Framework
1. **Signal Inventory** – usage, sentiment, support, commercial, product feedback, exec engagement.
2. **Weighting & Decay** – assign weights per signal, set freshness decay, define negative indicators.
3. **Tier Mapping** – convert scores to tiers (green/yellow/red) with playbook hooks.
4. **Validation Loop** – back-test against churn, expansion, and NPS outcomes.
5. **Governance** – review cadence, owner accountability, and change management process.