Agent skill
customer-success
Customer Success operating system - segmented coverage model, health scoring, risk playbooks, value reviews, and expansion motions tied to net revenue retention.
Filed under Onboarding, retention and expansion.
From varunk130/ai-gtm-skill-library · 31 skills · 5 · pushed 2026-07-31
What it does when it runs
Customer Success operating system - segmented coverage model, health scoring, risk playbooks, value reviews, and expansion motions tied to net revenue retention. Use when: customer success strategy, CS operating model, health score, risk playbook, EBR / QBR design, churn prevention, net retention, NRR, GRR, success plan, value realization, customer journey post-sale.
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Install it
View source on GitHub ↗git clone --depth 1 --filter=blob:none --sparse https://github.com/varunk130/ai-gtm-skill-library.git /tmp/ai-gtm-skill-library git -C /tmp/ai-gtm-skill-library sparse-checkout set "revops-skills/customer-success" mkdir -p ~/.claude/skills/customer-success cp -R "/tmp/ai-gtm-skill-library/revops-skills/customer-success/." ~/.claude/skills/customer-success/
Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗
The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.
The skill
Source on GitHub ↗Reproduced in full from varunk130/ai-gtm-skill-library/blob/90e878c73a8fbfd1cab864424ccf674fdc889157/revops-skills/customer-success/SKILL.md, which is licensed MIT (repository). 851 words, 10 headings.
Customer Success (THRIVE Framework)
Design a Customer Success operating system that turns post-sale into a predictable revenue engine. The skill enforces explicit coverage tiering, a health score that actually predicts churn, named risk playbooks, value reviews that earn renewals, and expansion motions that move NRR - instead of a generic "we should do QBRs" plan.
Core Principle
Customer Success is a coverage and signal problem, not a relationship problem. Most CS teams over-invest in friendly check-ins with healthy accounts and under-invest in early risk signals and value proof. THRIVE forces tiered coverage, leading indicators, and renewal-defensible value evidence.
The THRIVE Framework
| Letter | Stage | The Question |
|---|---|---|
| T | Tier the Book | Which accounts get high-touch, tech-touch, or pooled coverage - and why? |
| H | Health Scoring | What 4-6 leading signals predict churn 90+ days out? |
| R | Risk Playbooks | When a signal trips, what named play runs in what timeframe? |
| I | Insight Reviews | What evidence of value gets shown at each review cadence? |
| V | Value Realization | How is realized ROI captured and quantified before renewal? |
| E | Expansion Motion | Which signals trigger which expansion play, and who owns the handoff? |
Coverage Tiering
| Tier | ARR Band | Coverage | Cadence | Primary Goal |
|---|---|---|---|---|
| High-touch | Top 10-20% of ARR | Named CSM, exec sponsor | Monthly check-in + quarterly EBR | NRR > 120% |
| Mid-touch | Mid 30-60% | Pooled CSM, named for risks | Quarterly value review | GRR > 92% |
| Tech-touch | Long tail | Digital programs, in-product nudges | Automated lifecycle | Self-serve renewal > 80% |
Health Score Design
A useful health score uses leading, not lagging, signals. Lagging scores (NPS, ticket volume, login count) confirm churn after it's already locked in.
| Signal Type | Example | Why It Leads |
|---|---|---|
| Adoption depth | % of paid seats active weekly on critical workflows | Predicts contract value justification |
| Outcome attainment | Customer-defined success metric progress | Predicts renewal defensibility |
| Stakeholder coverage | # of named champions + exec sponsor engaged in last 90 days | Predicts survivability of champion change |
| Support signal velocity | Critical-severity tickets trend (not count) | Predicts frustration cliff |
| Commercial signal | Procurement contact, contract questions, late payment | Predicts negotiation posture |
Risk Playbooks
Every health-score drop triggers a named play with an owner and a deadline:
| Trigger | Play | Owner | SLA |
|---|---|---|---|
| Champion leaves | "Land the new champion" - re-onboarding kit + exec re-intro within 14 days | CSM + AE | 14 days |
| Adoption drop > 20% MoM | Root-cause workshop + adoption sprint | CSM + Solutions | 21 days |
| Outcome miss flagged | Outcome reset + escalation to exec sponsor | CSM + VP CS | 30 days |
| Stakeholder ghosting > 30 days | Multi-thread re-engagement + alternative-stakeholder hunt | CSM + AE | 21 days |
Output
Save to outputs/customer-success-[motion]-[YYYY-MM-DD].md
| Artifact | Description |
|---|---|
| Coverage Model | Tier definitions, account assignment rules, CSM ratios |
| Health Score Spec | 4-6 signals, weights, thresholds, decay rules |
| Risk Play Library | Named plays with owners, SLAs, success criteria |
| Review Cadence Calendar | EBR / QBR / value-review template by tier |
| Renewal Defense Pack | Value evidence pack template (ROI, adoption proof, outcome attainment) |
| Expansion Map | Signals → plays → handoff rules between CSM and AE |
| CS Operating Metrics | NRR, GRR, logo retention, time-to-value, expansion ARR |
Process
- Tier the book with explicit revenue and strategic-fit rationale; cut tiers that don't justify the coverage cost
- Define 4-6 health signals - at least 3 must be leading; document weights and decay
- Author named risk plays for the top 6-8 trigger conditions; every play has an owner + SLA
- Design the review cadence per tier with a fixed agenda; value evidence is non-negotiable
- Build the renewal defense pack template - what gets shown 90 days before renewal
- Map expansion signals to plays and codify the CSM → AE handoff
Tips
- Health scores must be defensible - every signal needs a "why this leads churn" rationale
- Coverage ratios are not industry benchmarks - they're a function of your motion's complexity
- EBR/QBR without value evidence is a relationship tax - make outcomes the agenda
- Don't conflate CS with support - support resolves issues, CS realizes outcomes
- Renewal forecasts come from the health score, not CSM optimism
Pairs With
- growth-loop - Retention and expansion strategy at the system level
- journey-architect - Post-sale journey gates the health signals attach to
- enablement-forge - Builds the EBR / value review templates
- revenue-analytics - NRR / GRR analysis the playbooks are scored against
Other skills for the same job
Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.
- customer-success-and-retention by manojbajaj95 · 92
- customer-success by zime-ai · 14
- customer-research by coreyhaines31 · 45,947
- customer-story-writer by zapier · 329
- find-customer-social-proof by zapier · 329
- customer-deck-builder by zapier · 329
- customer-onboarding by louisblythe · 136
- customer-referrals by louisblythe · 136
Need help setting it up?
This page tells you what customer-success does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.
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