guia-matthieu/clawfu-skills/account-health
Claude Code and agent skill by guia-matthieu/clawfu-skills
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Assess customer account health using product usage, support sentiment, payment status, and relationship signals
Install
npx vskill@latest install guia-matthieu/clawfu-skills/account-healthSKILL.md
Account Health Scoring
Evaluate customer account health through multi-dimensional analysis to predict retention, identify expansion opportunities, and prevent churn.
When to Use This Skill
- Monthly/quarterly account reviews
- Building customer health dashboards
- Prioritizing CSM attention
- Identifying expansion opportunities
- Churn risk assessment
Methodology Foundation
Based on Gainsight Customer Health methodology and Lincoln Murphy's Customer Success principles, combining:
- Product adoption metrics
- Support/sentiment signals
- Financial health (payments, expansion)
- Relationship strength (engagement)
What Claude Does vs What You Decide
| Claude Does | You Decide | |
|---|---|---|
| Designs health score framework | Weight of each factor | |
| Calculates composite scores | Threshold for intervention | |
| Identifies risk signals | Resource allocation | |
| Suggests actions by score | Escalation decisions | |
| Tracks trend direction | Account save vs. let go |
What This Skill Does
- Framework design - Multi-factor health scoring model
- Score calculation - Weighted composite health score
- Risk identification - Early warning signals
- Trend analysis - Health trajectory over time
- Action recommendations - Interventions by health status
How to Use
Instructions
Step 1: Define Health Dimensions (4 Pillars)
| Dimension | Weight | What It Measures | |
|---|---|---|---|
| Product | 30% | Are they using the product? | |
| Support | 20% | Are they happy with service? | |
| Financial | 25% | Are they paying and growing? | |
| Relationship | 25% | Do we have strong contacts? |
Step 2: Score Each Dimension (0-100)
Product Health (30%):
| Metric | Score | |
|---|---|---|
| DAU/MAU > 70% | +30 | |
| DAU/MAU 50-70% | +20 | |
| DAU/MAU 30-50% | +10 | |
| DAU/MAU < 30% | +0 | |
| Feature adoption > 60% | +25 | |
| Feature adoption 40-60% | +15 | |
| Feature adoption < 40% | +5 | |
| No login 7+ days | -20 | |
| No login 30+ days | -40 | |
| Usage trending up | +15 | |
| Usage trending down | -15 |
Support Health (20%):
| Metric | Score | |
|---|---|---|
| CSAT > 4.5 | +30 | |
| CSAT 4.0-4.5 | +20 | |
| CSAT 3.5-4.0 | +10 | |
| CSAT < 3.5 | +0 | |
| No escalations | +25 | |
| Resolved escalations | +15 | |
| Open escalations | -20 | |
| Negative sentiment | -25 | |
| Tickets trending down | +10 | |
| Tickets trending up | -10 |
Financial Health (25%):
| Metric | Score | |
|---|---|---|
| Payment current | +30 | |
| Payment 30 days late | +10 | |
| Payment 60+ days late | -20 | |
| Expansion discussion | +20 | |
| Upgrade completed | +30 | |
| Downgrade risk | -30 | |
| Multi-year contract | +20 | |
| Month-to-month | -10 |
Relationship Health (25%):
| Metric | Score | |
|---|---|---|
| Exec sponsor active | +30 | |
| Champion engaged | +25 | |
| NPS Promoter (9-10) | +25 | |
| NPS Passive (7-8) | +10 | |
| NPS Detractor (0-6) | -20 | |
| Regular QBR attendance | +20 | |
| No QBR in 6 months | -15 | |
| Champion left company | -30 |
Step 3: Calculate Composite Score
Step 4: Assign Health Status
| Score | Status | Color | Action | |
|---|---|---|---|---|
| 80-100 | Healthy | 🟢 Green | Expand, get referrals | |
| 60-79 | Monitor | 🟡 Yellow | Proactive engagement | |
| 40-59 | At Risk | 🟠 Orange | Intervention required | |
| 0-39 | Critical | 🔴 Red | Executive escalation |
Step 5: Identify Trend Direction
| Pattern | Signal | Action | |
|---|---|---|---|
| ↗️ Improving | Score up 10+ points | Continue current approach | |
| → Stable | Score within 5 points | Monitor for changes | |
| ↘️ Declining | Score down 10+ points | Immediate intervention |
Examples
Example 1: Healthy Account
Input:
Output:
Example 2: At-Risk Account
Input:
Output:
Skill Boundaries
What This Skill Does Well
- Structured health assessment framework
- Multi-factor scoring with clear logic
- Risk identification and prioritization
- Action recommendations by health tier
What This Skill Cannot Do
- Access actual product usage data
- Predict specific churn timing
- Know internal customer politics
- Replace CSM relationship judgment
When to Escalate to Human
- Accounts with complex multi-product relationships
- Strategic accounts with executive relationships
- Accounts involving legal or contractual disputes
- Save decisions requiring investment approval
Iteration Guide
Follow-up Prompts
- "What's the #1 action to improve this score by 20 points?"
- "Compare health scores for my top 10 accounts."
- "Build a 30-60-90 day save plan for this account."
- "What early warning signals should I watch for?"
Continuous Monitoring
- Score all accounts monthly
- Alert on 10+ point drops
- Segment by health tier
- Track save success rates
- Refine weights based on churn correlation
Checklists & Templates
Monthly Health Review Checklist
- [ ] Pull usage data for all accounts
- [ ] Update support sentiment scores
- [ ] Check payment status
- [ ] Review relationship changes
- [ ] Calculate health scores
- [ ] Triage critical accounts
Health Score Template
References
- Gainsight Customer Health Best Practices
- Lincoln Murphy's Customer Success Metrics
- ChurnZero Customer Health Framework
- Totango Customer Health Scoring
Related Skills
churn-prediction- Deeper churn analysisqbr-preparation- Health-informed QBR prepexpansion-signals- Identify growth opportunities
Skill Metadata
- Domain: RevOps
- Complexity: Intermediate
- Mode: centaur
- Time to Value: 20-30 min per account
- Prerequisites: Usage data, support history, relationship context
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/revops/account-health/SKILL.md
Popularity
- Repository stars
- 150
- Repository forks
- 28
- 7-day trend score
- 25
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
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