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SKILL verified MIT Self-run

Churn Prevention

skill-zime-ai-zime-gtm-skills-churn-prevention · by zime-ai

Audits a renewal-risk or check-in call transcript against a churn/retention-signal rubric, or sweeps a CRM export for at-risk accounts missing renewal-risk data. Use when reviewing a customer check-in or QBR before a renewal, coaching a CSM on retention conversations, or scanning an account list for churn risk.

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Install

$ agentstack add skill-zime-ai-zime-gtm-skills-churn-prevention

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

GTM Churn Prevention Audit

Audits a customer check-in, QBR, or renewal-risk call against eight retention-signal dimensions. Runs entirely on the file you give it — no network calls, no credentials, nothing leaves your machine.

When to use this

  • A CSM just had a check-in with an account showing renewal-risk signals

and wants a structured read before escalating or planning next steps.

  • A CS lead is reviewing a call before a QBR or renewal conversation.
  • RevOps wants to sweep an at-risk account list for accounts with no

documented retention signal at all — often the riskiest kind.

Modes

Dispatch on the input file's extension.

Transcript mode (.txt, .vtt, .json, .md)

claude "run churn-prevention on ./calls/acme-checkin.txt"

Score the call against each dimension in references/rubric.md. For every dimension, output:

  • Status — Covered / Partial / Missed
  • Evidence — a direct quote or timestamp. Mark Unclear rather than

guess if you can't point to a specific line.

  • Note — one line, only if Partial or Missed

Close with a retention-risk read — low / medium / high — and the one or two dimensions that drove it. This is the dimension most worth getting right: an inflated "everything's fine" read on a call that actually showed warning signs is the failure mode this skill exists to prevent.

Run the reads-well-too check in references/rubric.md before finalizing.

CSV mode (.csv)

claude "run churn-prevention on ./exports/accounts.csv"

Structural hygiene sweep, not a call-quality audit. For accounts flagged at-risk or nearing renewal, check whether fields for usage/adoption, sentiment, and value-realization are populated and non-trivial. Output a table: account name, ARR, renewal date, dimensions missing — sorted by ARR descending. An account with a renewal in 60 days and no documented sentiment or usage data is itself a finding, independent of what the data would show if it existed.

Sample data

assets/sample-transcript.txt — a short synthetic check-in call. Run against it first before pointing this at anything of your own.

What this does not do

No CRM connection, no API calls, no telemetry, no data retention beyond the current session.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.