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Sales & Revenue Operations

Churn Risk Analyzer

Churn Risk Analyzer turns customer success & retention material into an operator-ready artifact with a concrete retention risk signal map, account-health driver separation, and save-plan trigger recommendation. It is built for teams that need a usable draft artifact, not a broad summary with a familiar title. The skill asks for usage, health, support, or renewal data, stakeholder sentiment and success criteria, and risk, expansion, or QBR objective up front, then organizes the output around churn, risk, analyzer, customer, and success. It is delivered with adapters for Claude Code, Codex, OpenClaw, and Antigravity so teams can use the same workflow across their preferred agent environment. Churn Risk Analyzer is scoped to the Customer Success & Retention workflow and is distinct from adjacent catalog skills by producing this specific deliverable rather than a broad summary.

Nexus CertifiedClaude CodeCodexOpenClawGoogle Antigravity
churnriskanalyzercustomersuccess

One-Time Purchase

$19.99

Sample Output

Churn Risk Analyzer — Sample Brief

Headline

Builds a customer-success operating brief for churn risk analyzer work, turning usage, health, support, or renewal data, stakeholder sentiment and success criteria, and risk, expansion, or QBR objective into retention risk signal map, account-health driver separation, and save-plan trigger recommendation. In this example, Northbeam Analytics needs a reviewer-ready operator-ready artifact built from supplied notes, constraints, and approval context. The output is a concrete operator-ready artifact: source evidence, reviewer checks, and the owner decision that determines whether the work is ready.

Evidence Packet

InputExampleStatus
usage, health, support, or renewal dataNorthbeam Analytics needs a reviewer-ready operator-ready artifact built from supplied notes, constraints, and approval context.Provided
stakeholder sentiment and success criteriaThree representative examples from the current workflowReviewed
risk, expansion, or QBR objectiveApproval threshold and final reviewerConfirm
CS owner and account motionCustomer Success & Retention owner and downstream audienceReady

Churn Evidence Model

FieldWhat must be capturedReview consequence
Churn signalSeparate account signal, stakeholder evidence, commercial risk, value hypothesis, and next sales or CS motion.Treat as draft until retention risk signal map is source-backed.
Retention Risk Signal MapDo not invent usage, ARR, sentiment, stage, or close-date facts.Escalate when churn evidence is missing or contradicted.
Account Health Driver SeparationName the manager or account-owner decision created by the output.Reviewer resolves save-plan trigger recommendation before final use.

Churn Acceptance Checks

CheckRequired evidenceReview action
Churn depthSeparate account signal, stakeholder evidence, commercial risk, value hypothesis, and next sales or CS motion.Keep, revise, or ask a targeted follow-up
Risk boundaryDo not invent usage, ARR, sentiment, stage, or close-date facts.Confirm this is not a renamed adjacent bundle skill
Analyzer handoffName the manager or account-owner decision created by the output.Assign the owner decision before final use

Churn Risk Analyzer Work Map

Churn Risk Analyzer focus areas

Extract the details that determine whether the operator-ready artifact is useful.retention risk signal map
Separate draftable material from items that need reviewer judgment.account-health driver separation
Package the result so the next owner sees the exact edit or approval needed.save-plan trigger recommendation

Draft Operator Ready Artifact

Churn signalRetention Risk Signal MapAccount Health Driver SeparationSave Plan Trigger RecommendationRisk decision
Churnretention risk signal mapaccount-health driver separationsave-plan trigger recommendationKeep if source-backed
Riskretention risk signal mapaccount-health driver separationChurn evidence is missing or contradicted.Revise missing evidence
AnalyzerSeparate account signal, stakeholder evidence, commercial risk, value hypothesis, and next sales or CS motion.Do not invent usage, ARR, sentiment, stage, or close-date facts.save-plan trigger recommendationAssign owner decision

Use now

Churn Risk Analyzer

Best when customer success & retention work needs a concrete operator-ready artifact.

Keeps the artifact tied to supplied materialChurn
Names the next edit, approval, or owner decisionRisk

Hold back

Missing evidence

Best deferred when a key input would change the artifact.

Churn evidence is missing or contradicted.Churn
Risk constraints would change the recommendation.Risk
The reviewer cannot tell how Churn Risk Analyzer differs from adjacent Customer Success & Retention work.Analyzer

Reviewer note

The output is structured so an operator can validate the draft, edit the artifact, and hand it to the next owner without re-reading the entire packet. The final answer should label unknowns plainly and avoid inventing metrics, policies, quotes, or commitments.

This sample illustrates the skill's output format. Companies referenced are fictional and used recurringly across sample outputs.

View full sample →

All sales final. No refunds on digital products.

Includes support for Claude Code, Codex, OpenClaw, and Google Antigravity in the same license.

Also in Customer Success & Retention

Bundle price: $55. Compare this skill with the full workflow bundle or Pro access.

Best for

Customer-success leads triaging an account book for churn risk — decomposing health, usage, and support signals into a save-plan trigger. Most useful when CSMs each own dozens of accounts and need to know which ones to call this week.

Not ideal for

Predictive churn modeling that needs a data team and history, and accounts with too little signal to read. The risk map is a draft to prioritize outreach — the CSM’s read of the relationship is the deciding input.

Included in this purchase

  • Claude Code, Codex, OpenClaw, and Google Antigravity skill files.
  • Setup guidance for the right adapter in your workspace.
  • One-time license for the purchased skill version.

Setup

Plan for a short copy-and-configure setup in your preferred agent workspace. No custom integration is required for the skill file itself.

Claude CodeCodexOpenClawGoogle Antigravity

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Future Updates

This purchase includes the current version of the skill. If you want future adapter updates — meaning compatibility and packaging updates as supported platforms evolve — plus new catalog additions included automatically, upgrade to Pro.

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