Systems Lab

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.

slowingSelf-containedInstructions only851 words

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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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/

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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

LetterStageThe Question
TTier the BookWhich accounts get high-touch, tech-touch, or pooled coverage - and why?
HHealth ScoringWhat 4-6 leading signals predict churn 90+ days out?
RRisk PlaybooksWhen a signal trips, what named play runs in what timeframe?
IInsight ReviewsWhat evidence of value gets shown at each review cadence?
VValue RealizationHow is realized ROI captured and quantified before renewal?
EExpansion MotionWhich signals trigger which expansion play, and who owns the handoff?

Coverage Tiering

TierARR BandCoverageCadencePrimary Goal
High-touchTop 10-20% of ARRNamed CSM, exec sponsorMonthly check-in + quarterly EBRNRR > 120%
Mid-touchMid 30-60%Pooled CSM, named for risksQuarterly value reviewGRR > 92%
Tech-touchLong tailDigital programs, in-product nudgesAutomated lifecycleSelf-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 TypeExampleWhy It Leads
Adoption depth% of paid seats active weekly on critical workflowsPredicts contract value justification
Outcome attainmentCustomer-defined success metric progressPredicts renewal defensibility
Stakeholder coverage# of named champions + exec sponsor engaged in last 90 daysPredicts survivability of champion change
Support signal velocityCritical-severity tickets trend (not count)Predicts frustration cliff
Commercial signalProcurement contact, contract questions, late paymentPredicts negotiation posture

Risk Playbooks

Every health-score drop triggers a named play with an owner and a deadline:

TriggerPlayOwnerSLA
Champion leaves"Land the new champion" - re-onboarding kit + exec re-intro within 14 daysCSM + AE14 days
Adoption drop > 20% MoMRoot-cause workshop + adoption sprintCSM + Solutions21 days
Outcome miss flaggedOutcome reset + escalation to exec sponsorCSM + VP CS30 days
Stakeholder ghosting > 30 daysMulti-thread re-engagement + alternative-stakeholder huntCSM + AE21 days

Output

Save to outputs/customer-success-[motion]-[YYYY-MM-DD].md

ArtifactDescription
Coverage ModelTier definitions, account assignment rules, CSM ratios
Health Score Spec4-6 signals, weights, thresholds, decay rules
Risk Play LibraryNamed plays with owners, SLAs, success criteria
Review Cadence CalendarEBR / QBR / value-review template by tier
Renewal Defense PackValue evidence pack template (ROI, adoption proof, outcome attainment)
Expansion MapSignals → plays → handoff rules between CSM and AE
CS Operating MetricsNRR, GRR, logo retention, time-to-value, expansion ARR

Process

  1. Tier the book with explicit revenue and strategic-fit rationale; cut tiers that don't justify the coverage cost
  2. Define 4-6 health signals - at least 3 must be leading; document weights and decay
  3. Author named risk plays for the top 6-8 trigger conditions; every play has an owner + SLA
  4. Design the review cadence per tier with a fixed agenda; value evidence is non-negotiable
  5. Build the renewal defense pack template - what gets shown 90 days before renewal
  6. Map expansion signals to plays and codify the CSM → AE handoff

Tips

  1. Health scores must be defensible - every signal needs a "why this leads churn" rationale
  2. Coverage ratios are not industry benchmarks - they're a function of your motion's complexity
  3. EBR/QBR without value evidence is a relationship tax - make outcomes the agenda
  4. Don't conflate CS with support - support resolves issues, CS realizes outcomes
  5. 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.

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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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