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SKILL verified MIT Self-run

Churn Analysis

skill-appeeky-stripe-skills-churn-analysis · by appeeky

Analyzes Stripe subscription churn — cancellations, ended subs, voluntary vs involuntary signals, and period-over-period trends. Use when the user mentions "churn", "cancellations", "subs leaving", "retention", or "why are we losing subscribers". Pair with past-due-dunning for payment-driven churn.

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Install

$ agentstack add skill-appeeky-stripe-skills-churn-analysis

✓ 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

✓ Security review passed
0 installs to date
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● 2mo ago

Declared compatibility

Claude CodeClaude Desktop

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

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Churn Analysis

Stripe MCP Setup

Requires Stripe MCP connected via OAuth or restricted key. Docs: https://docs.stripe.com/mcp

  1. GetMcpTools with server: "user-Stripe" (or plugin-stripe-stripe) before any call
  2. Prefer stripe_api_search → stripe_api_details → stripe_api_read for list/retrieve
  3. Always paginate — limit: 100, follow has_more with starting_after
  4. Amounts are in cents unless noted
  5. Never expose secret keys in output

Workflow

  1. Snapshot active + past_due counts (today) via GetSubscriptions
  2. Canceled in period — list subscriptions with status: canceled created or canceled in window
  • Use search_stripe_resources: subscriptions:status:"canceled" (note 100 cap — supplement with API list + filter)
  1. Classify churn

| Type | Signal | |------|--------| | Voluntary | cancellation_details.reason, user canceled, feedback | | Involuntary | Was past_due → canceled, invoice.payment_failed | | Payment method | Debit/prepaid + failed charges |

  1. Retrieve sample canceled subs: GetSubscriptionsSubscriptionExposedId with expand cancellation_details

Churn Rate (approximate)

Monthly churn % ≈ canceled_in_30d / (active_start + new_in_30d) × 100

Benchmark: 40% of churn.

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.

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Versions

  • v0.1.0 Imported from the upstream source.

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