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churn-analysis

churn-analysis is a skill for Claude Code, Codex from appeeky/stripe-skills. It costs 69 tokens per session (526 once invoked), scanned A, original, MIT.

An analysis of subscribers who cancel or end their subscriptions in Stripe. Churn is the rate at which customers stop subscribing, including cancellations caused by failed payments.

In plain words
What is it for?
Use it to count cancellations over a period, compare churn trends, classify voluntary and payment-related churn, and examine cancellation reasons.
Why use it?
It helps distinguish customers who chose to leave from those lost because payment collection failed, making the source of subscriber loss clearer.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 5repo 3mo ago A scan 69 tokens original MIT

Good fit Use it to count cancellations over a period, compare churn trends, classify voluntary and payment-related churn, and examine cancellation reasons.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/appeeky/stripe-skills/churn-analysis
View source ↗ appeeky/stripe-skills appeeky.com
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add appeeky/stripe-skills --skill churn-analysis
Clone the repo
git clone --depth 1 https://github.com/appeeky/stripe-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for churn-analysis

README.md
[![agentmods](https://agentmods.dev/badge/skills/appeeky/stripe-skills/churn-analysis/github.svg)](https://agentmods.dev/skills/appeeky/stripe-skills/churn-analysis)
Your own site
<a href="https://agentmods.dev/skills/appeeky/stripe-skills/churn-analysis"><img src="https://agentmods.dev/badge/skills/appeeky/stripe-skills/churn-analysis/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for churn-analysis

Your own site · 80×15
<a href="https://agentmods.dev/skills/appeeky/stripe-skills/churn-analysis"><img src="https://agentmods.dev/badge/skills/appeeky/stripe-skills/churn-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 69 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 526 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00069 $0.00526
Opus 5.5 $0.00028 $0.00210
Sonnet 5.5 $0.00014 $0.00105
Haiku 4.5 $0.00007 $0.00053

Measured 2mo ago against content hash f4333ede33b6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

churn-analysis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/churn-analysis/SKILL.md · 60 lines

What it actually says

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)
  3. 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: < 5% monthly good for SMB SaaS; < 2% excellent.

Output Template

Churn Report ([period])

Canceled: [N]
Est. monthly churn: [X]%
Voluntary: [N] | Involuntary: [N]

Top cancel reasons (from cancellation_details):
1. [reason] — [n]

Recommendations:
1. [action] → skill: [name]

Cross-check payment-failure-audit if involuntary > 40% of churn.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 60 lines · 69 tokens per session scan A f4333ede33b6

Subscribe to this mod's changes

churn-analysis is a skill published in the GitHub repository appeeky/stripe-skills (5 stars, last pushed 3mo ago), licensed MIT. It adds 69 tokens to every session and 526 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Analytics and metricsFinance and fintechskillsstripestripe-skills
Related

churn-analysis compared with skills from other repositories

churn-analysis next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
churn-analysisappeeky/stripe-skillsSkill53mo agoMITA69Claude Code, Codex
stock-liquidityhimself65/finance-skillsSkill3.5k3d agoMITA129Claude Code
company-valuationhimself65/finance-skillsSkill3.5k3d agoMITA155Claude Code
fintel-datahimself65/finance-skillsSkill3.5k3d agoMITA157Claude Code
earnings-recaphimself65/finance-skillsSkill3.5k3d agoMITA112Claude Code
estimate-analysishimself65/finance-skillsSkill3.5k3d agoMITA117Claude Code
alpha-vantageforyourhealth111-pixel/Vibe-SkillsSkill3.8k3d agoApache-2.0A126Claude Code, Codex