Agent skill

Suede Churn Prevention

by JasonColapietro in JasonColapietro/suede-creator-skills

Suede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and win-back design.

MITAuto-check passedMarketing & SEO

Install Suede Churn Prevention

skills CLI
$ npx skills add JasonColapietro/suede-creator-skills --skill suede-churn-prevention -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install JasonColapietro/suede-creator-skills suede-churn-prevention --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/JasonColapietro/suede-creator-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/suede-churn-prevention .claude/skills/suede-churn-prevention && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
suede-churn-prevention
GitHub stars
127
Token cost
~4.1k tokens
SKILL.md length
1,934 words
Files
6 (incl. references)
Skills in repo
78
Repo updated
First seen
Licence
MIT

At a glance

Suede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and win-back design.

  • Works in 4 steps: Current Churn Situation → Billing & Platform → Product & Usage Data → …
  • Diagnosing subscriber loss
  • SKILL.md covers Before Starting, How This Skill Works, Cancel Flow Design and Churn Prediction & Proactive…, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Suede Churn Prevention is an agent skill from JasonColapietro/suede-creator-skills. Suede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and win-back design. Use when diagnosing subscriber loss or designing a bounded retention intervention. NOT FOR: lifecycle-email production (use suede-emails), pricing architecture (use suede-pricing), paywall design (use suede-paywalls), or event instrumentation (use suede-analytics).

Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `CARD.md`, `agents/openai.yaml` and `evals/evals.json`).

It sits in Marketing & SEO, covering Referral and retention marketing and Email marketing. The repository describes itself as: Open-source AI skills for SEO, AI search visibility, conversion copy, marketing strategy, and business operations. Reusable workflows for Claude Code and Codex, plus code review… The licence is MIT.

When your agent uses it

  • Diagnosing subscriber loss
  • Designing a bounded retention intervention

Example prompts

  • “/suede-churn-prevention”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Current Churn Situation
  2. Billing & Platform
  3. Product & Usage Data
  4. Constraints

What it can do on your machine

Read from SKILL.md and the folder at commit e5f94d7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Suede Churn Prevention loads about 4.1k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 120 tokens; SKILL.md has 1,934 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~120
When it runs · the whole SKILL.md, loaded when a task matches
~4.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~11k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from JasonColapietro/suede-creator-skills at commit e5f94d7, republished under its MIT licence (© JasonColapietro). 1,934 words, ~4,080 tokens.

Download SKILL.mdSave it as .claude/skills/suede-churn-prevention/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
suede-churn-prevention
description
Suede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and win-back design. Use when diagnosing subscriber loss or designing a bounded retention intervention. NOT FOR: lifecycle-email production (use suede-emails), pricing architecture (use suede-pricing), paywall design (use suede-paywalls), or event instrumentation (use suede-analytics).
metadata.version
2.0.0

Suede Churn Prevention

Use this Suede retention playbook to reduce voluntary and involuntary churn through transparent cancel flows, bounded save offers, proactive signals, and payment recovery.

Before Starting

Check for product marketing context first: If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Gather this context (ask if not provided):

1. Current Churn Situation
  • What's your monthly churn rate? (Voluntary vs. involuntary if known)
  • How many active subscribers?
  • What's the average MRR per customer?
  • Do you have a cancel flow today, or does cancel happen instantly?
2. Billing & Platform
  • What billing provider? (Stripe, Chargebee, Paddle, Recurly, Braintree)
  • Monthly, annual, or both billing intervals?
  • Do you support plan pausing or downgrades?
  • Any existing retention tooling? (Churnkey, ProsperStack, Raaft)
3. Product & Usage Data
  • Do you track feature usage per user?
  • Can you identify engagement drop-offs?
  • Do you have cancellation reason data from past churns?
  • What's your activation metric? (What do retained users do that churned users don't?)
4. Constraints
  • B2B or B2C? (Affects flow design)
  • Self-serve cancellation required? (Some regulations mandate easy cancel)
  • Brand tone for offboarding? (Empathetic, direct, playful)

How This Skill Works

Churn has two types requiring different strategies:

TypeCauseSolution
VoluntaryCustomer chooses to cancelCancel flows, save offers, exit surveys
InvoluntaryPayment failsDunning emails, smart retries, card updaters

Voluntary churn is typically 50-70% of total churn. Involuntary churn is 30-50% but is often easier to fix.

This skill supports three modes:

  1. Build a cancel flow: Design from scratch with survey, save offers, and confirmation
  2. Optimize an existing flow: Analyze cancel data and improve save rates
  3. Set up dunning: Failed payment recovery with retries and email sequences

Cancel Flow Design

The Cancel Flow Structure

Every cancel flow follows this sequence:

Trigger → Survey → Dynamic Offer → Confirmation → Post-Cancel

Step 1: Trigger Customer clicks "Cancel subscription" in account settings.

Step 2: Exit Survey Ask why they're cancelling. This determines which save offer to show.

Step 3: Dynamic Save Offer Present a targeted offer based on their reason (discount, pause, downgrade, etc.)

Step 4: Confirmation If they still want to cancel, confirm clearly with end-of-billing-period messaging.

Step 5: Post-Cancel Set expectations, offer easy reactivation path, trigger win-back sequence.

Exit Survey Design

The exit survey is the foundation. Good reason categories:

ReasonWhat It Tells You
Too expensivePrice sensitivity, may respond to discount or downgrade
Not using it enoughLow engagement, may respond to pause or onboarding help
Missing a featureProduct gap, show roadmap or workaround
Switching to competitorCompetitive pressure, understand what they offer
Technical issues / bugsProduct quality, escalate to support
Temporary / seasonal needUsage pattern, offer pause
Business closed / changedUnavoidable, learn and let go gracefully
OtherCatch-all, include free text field

Survey best practices:

  • 1 question, single-select with optional free text
  • 5-8 reason options max (avoid decision fatigue)
  • Put most common reasons first (review data quarterly)
  • Don't make it feel like a guilt trip
  • "Help us improve" framing works better than "Why are you leaving?"
Dynamic Save Offers

The key insight: match the offer to the reason. A discount won't save someone who isn't using the product. A feature roadmap won't save someone who can't afford it.

Offer-to-reason mapping:

Cancel ReasonPrimary OfferFallback Offer
Too expensiveDiscount (20-30% for 2-3 months)Downgrade to lower plan
Not using it enoughPause (1-3 months)Free onboarding session
Missing featureRoadmap preview + timelineWorkaround guide
Switching to competitorCompetitive comparison + discountFeedback session
Technical issuesEscalate to support immediatelyCredit + priority fix
Temporary / seasonalPause subscriptionDowngrade temporarily
Business closedSkip offer (respect the situation)n/a
Save Offer Types

Discount

  • 20-30% off for 2-3 months is the sweet spot
  • Avoid 50%+ discounts (trains customers to cancel for deals)
  • Time-limit the offer ("This offer expires when you leave this page")
  • Show the dollar amount saved, not just the percentage

Pause subscription

  • 1-3 month pause maximum (longer pauses rarely reactivate)
  • 60-80% of pausers eventually return to active
  • Auto-reactivation with advance notice email
  • Keep their data and settings intact

Plan downgrade

  • Offer a lower tier instead of full cancellation
  • Show what they keep vs. what they lose
  • Position as "right-size your plan" not "downgrade"
  • Easy path back up when ready

Feature unlock / extension

  • Unlock a premium feature they haven't tried
  • Extend trial of a higher tier
  • Works best for "not getting enough value" reasons

Personal outreach

  • For high-value accounts (top 10-20% by MRR)
  • Route to customer success for a call
  • Personal email from founder for smaller companies
Cancel Flow UI Patterns

UI principles:

  • Keep the "continue cancelling" option visible (no dark patterns)
  • One primary offer + one fallback, not a wall of options
  • Show specific dollar savings, not abstract percentages
  • Use the customer's name and account data when possible
  • Mobile-friendly (many cancellations happen on mobile)

Read references/cancel-flow-patterns.md before designing a flow: it carries the patterns by industry and billing provider, the segment-specific variants, the post-cancel sequence, and screen mockups of the survey and offer steps.


Churn Prediction & Proactive Retention

The best save happens before the customer ever clicks "Cancel."

Risk Signals

Track these leading indicators of churn:

SignalRisk LevelTimeframe
Login frequency drops 50%+High2-4 weeks before cancel
Key feature usage stopsHigh1-3 weeks before cancel
Support tickets spike then stopHigh1-2 weeks before cancel
Email open rates declineMedium2-6 weeks before cancel
Billing page visits increaseHighDays before cancel
Team seats removedHigh1-2 weeks before cancel
Data export initiatedCriticalDays before cancel
NPS score drops below 6Medium1-3 months before cancel
Health Score Model

Build a simple health score (0-100) from weighted signals:

Health Score = (
  Login frequency score × 0.30 +
  Feature usage score   × 0.25 +
  Support sentiment     × 0.15 +
  Billing health        × 0.15 +
  Engagement score      × 0.15
)
ScoreStatusAction
80-100HealthyUpsell opportunities
60-79Needs attentionProactive check-in
40-59At riskIntervention campaign
0-39CriticalPersonal outreach
Proactive Interventions

Before they think about cancelling:

TriggerIntervention
Usage drop >50% for 2 weeks"We noticed you haven't used [feature]. Need help?" email
Approaching plan limitUpgrade nudge (not a wall, paywalls handles this)
No login for 14 daysRe-engagement email with recent product updates
NPS detractor (0-6)Personal follow-up within 24 hours
Support ticket unresolved >48hEscalation + proactive status update
Annual renewal in 30 daysValue recap email + renewal confirmation

Involuntary Churn: Payment Recovery

Failed payments cause 30-50% of all churn but are the most recoverable.

The Dunning Stack
Pre-dunning → Smart retry → Dunning emails → Grace period → Hard cancel
Pre-Dunning (Prevent Failures)
  • Card expiry alerts: Email 30, 15, and 7 days before card expires
  • Backup payment method: Prompt for a second payment method at signup
  • Card updater services: Visa/Mastercard auto-update programs (reduces hard declines 30-50%)
  • Pre-billing notification: Email 3-5 days before charge for annual plans
Smart Retry Logic

Not all failures are the same. Retry strategy by decline type:

Decline TypeExamplesRetry Strategy
Soft decline (temporary)Insufficient funds, processor timeoutRetry on the canonical schedule below
Hard decline (permanent)Card stolen, account closedDon't retry: ask for new card
Authentication required3D Secure, SCASend customer to update payment

Canonical retry schedule: one schedule governs this skill: the manual retry table in references/dunning-playbook.md §Retry Schedule by Provider (Day 1 / 3 / 5 / 7 / 10, fifth attempt last before the grace period ends). Read it before configuring retries and do not restate a different schedule anywhere.

Show full SKILL.md (733 more words)Show less
Dunning Email Sequence

Four emails on Day 0 / 3 / 7 / 10. The timing, tone, and full copy for each live in references/dunning-playbook.md §Dunning Email Sequence: read it before writing or configuring the sequence.

Dunning email best practices:

  • Direct link to payment update page (no login required if possible)
  • Show what they'll lose (their data, their team's access)
  • Don't blame ("your payment failed" not "you failed to pay")
  • Include support contact for help
  • Plain text performs better than designed emails for dunning
Recovery Benchmarks
MetricPoorAverageGood
Soft decline recovery<40%50-60%70%+
Hard decline recovery<10%20-30%40%+
Overall payment recovery<30%40-50%60%+
Pre-dunning preventionNone10-15%20-30%

These bands are industry ranges for calibrating a recommendation. Never assert them as this product's result.

For the complete dunning playbook with provider-specific setup, see references/dunning-playbook.md.


Metrics & Measurement

Key Churn Metrics
MetricFormulaTarget
Monthly churn rateChurned customers / Start-of-month customers<5% B2C, <2% B2B
Revenue churn (net)(Lost MRR - Expansion MRR) / Start MRRNegative (net expansion)
Cancel flow save rateSaved / Total cancel sessions25-35%
Offer acceptance rateAccepted offers / Shown offers15-25%
Pause reactivation rateReactivated / Total paused60-80%
Dunning recovery rateRecovered / Total failed payments50-60%
Time to cancelDays from first churn signal to cancelTrack trend
Cohort Analysis

Segment churn by:

  • Acquisition channel: Which channels bring stickier customers?
  • Plan type: Which plans churn most?
  • Tenure: When do most cancellations happen? (30, 60, 90 days?)
  • Cancel reason: Which reasons are growing?
  • Save offer type: Which offers work best for which segments?
Cancel Flow A/B Tests

Test one variable at a time:

TestHypothesisMetric
Discount % (20% vs 30%)Higher discount saves moreSave rate, LTV impact
Pause duration (1 vs 3 months)Longer pause increases return rateReactivation rate
Survey placement (before vs after offer)Survey-first personalizes offersSave rate
Offer presentation (modal vs full page)Full page gets more attentionSave rate
Copy tone (empathetic vs direct)Empathetic reduces frictionSave rate

How to run cancel flow experiments: Route the hypothesis, sample, duration, and stopping rule to suede-ab-testing. Use an authorized experimentation system that can assign users consistently and read each funnel step (survey → offer → accept/decline → confirm). Verify the system's current official implementation guidance, assignment behavior, and event readback before launch.


Common Mistakes

  • No cancel flow at all: Instant cancel leaves money on the table. Even a simple survey + one offer saves 10-15%
  • Not tracking save offer LTV: A "saved" customer who churns 30 days later wasn't really saved
  • No post-cancel path: Make reactivation easy and trigger win-back emails, because some churned users will want to come back

Tool Integrations

This pack does not ship retention, billing, or analytics connectors. Select an authorized system from the user's actual stack and verify its current official documentation, account plan, test mode, and rollback path before configuration.

Capability Checklist
  • Cancel-flow routing, survey capture, and an unobstructed final cancel action
  • Stable experiment assignment and step-level event readback
  • Pause, downgrade, and save-offer rules with explicit eligibility
  • Payment-retry state, card-updater state, and customer-notification controls
  • Audit history, test mode, role controls, and rollback or disable behavior
Implementation Routing
  • Route message writing to suede-emails.
  • Route event schemas and readback to suede-analytics.
  • Route test design to suede-ab-testing.
  • Treat billing retries, discounts, subscription changes, and activation as separately authorized mutations.
Halt Format for Billing Mutations

Before any change to a live billing object (retry rules, discounts, plan changes, pauses, cancellations, subscription state, or customer-facing billing messages), stop and emit this block, then wait. Inferred consent is not authorization, and "the user asked for a cancel flow" is not authorization to configure one.

HALT: billing mutation requires authorization

Mutation: <the exact change, e.g. "enable 5-attempt retry rule">
Objects touched: <provider, environment, subscriptions/customers/coupons affected, count>
Reversible by: <the exact rollback, or "not reversible">

Options:
1. Proceed in test mode only
2. Proceed on live objects as specified
3. Narrow the scope to <smaller set> and proceed
4. Abandon this mutation

Waiting for your choice.

Boundaries

  • Do not obstruct cancellation, hide downgrade paths, manufacture urgency, or use deceptive retention friction.
  • Do not change subscriptions, retry rules, discounts, billing objects, or customer messaging without explicit authorization.
  • Do not claim saved revenue or churn reduction without a defined cohort, window, denominator, and verified payment state.
  • Do not decide which individual customer should receive a sensitive offer from protected traits or unsupported inference.

Routing

  • Need retention, dunning, or win-back messages -> use suede-emails.
  • Need plan structure or offer economics -> use suede-pricing or suede-offers.
  • Need paywall or trial-expiry UX -> use suede-paywalls.
  • Need churn events or a controlled retention test -> use suede-analytics or suede-ab-testing.
  • Acting as the subscriber to find, cancel, or dispute your own recurring charges -> use subscription-recovery. This skill is the merchant side only.
  • From those skills, route cancellation and payment-recovery strategy back to suede-churn-prevention.

© JasonColapietro, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (references) in skills/suede-churn-prevention of JasonColapietro/suede-creator-skills.

  • SKILL.md
  • CARD.md
  • agents/openai.yaml
  • evals/evals.json
  • references/cancel-flow-patterns.md
  • references/dunning-playbook.md

Open the folder on GitHubat commit e5f94d7

Compare with similar skills

Suede Churn Prevention next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Suede Churn Prevention compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
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Growth Enginesickn33/agentic-awesome-skills47k2 repos~2.2kAutomated safety check: PassMIT

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Categories

Questions about Suede Churn Prevention

What does Suede Churn Prevention do?

Suede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and win-back design. Suede Churn Prevention is an agent skill from JasonColapietro/suede-creator-skills. Suede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and win-back design.

When should I use Suede Churn Prevention?

Suede Churn Prevention fits situations like: diagnosing subscriber loss; designing a bounded retention intervention.

How do I install Suede Churn Prevention in Claude Code?

Run `npx skills add JasonColapietro/suede-creator-skills --skill suede-churn-prevention -a claude-code`. Or copy the skill folder (skills/suede-churn-prevention in JasonColapietro/suede-creator-skills) into .claude/skills/suede-churn-prevention in your project. Claude Code loads it when a task matches its description.

How do I install Suede Churn Prevention in Codex?

Run `npx skills add JasonColapietro/suede-creator-skills --skill suede-churn-prevention -a codex`. Or copy the skill folder (skills/suede-churn-prevention in JasonColapietro/suede-creator-skills) into .agents/skills/suede-churn-prevention in your project. Codex loads it when a task matches its description.

Can I use Suede Churn Prevention in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add JasonColapietro/suede-creator-skills --skill suede-churn-prevention -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/suede-churn-prevention, .gemini/skills/suede-churn-prevention, .github/skills/suede-churn-prevention and .opencode/skills/suede-churn-prevention in your project.

What does Suede Churn Prevention need to run?

SKILL.md names no scripts, command-line tools or credentials: Suede Churn Prevention is instructions for the agent only.

Does Suede Churn Prevention access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Suede Churn Prevention safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Suede Churn Prevention use?

Suede Churn Prevention is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Suede Churn Prevention use?

About 4.1k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 6.5k tokens, read only when the agent opens those files.

What are the alternatives to Suede Churn Prevention?

Skills that share tags, products or a category with Suede Churn Prevention: Churn Prevention (freekmurze/dotfiles, 1k stars), Sms (coreyhaines31/marketingskills, 54k stars), Email Sequence Designer (aaron-he-zhu/aaron-marketing-skills, 2.9k stars) and Reactivation Specialist (aaron-he-zhu/aaron-marketing-skills, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Suede Churn Prevention?

JasonColapietro (a GitHub user) maintains it in JasonColapietro/suede-creator-skills, which has 127 GitHub stars. The repository holds 78 skills in this directory. The repository was last updated on October 10, 2026.

Source: JasonColapietro/suede-creator-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.