Agent skill · Audited from source

churn-prevention

skill · coreyhaines31/marketingskillsMIT licenceAudited 28 Oct 2026 · source 3a8a3b5a192a

★ 57,037pushed todayversion 2.0.3
✓SAFEGrade B · 89/100 · 28 Oct 2026 · 3a8a3b5
57,037repo stars · whole coreyhaines31/marketingskills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 3a8a3b5a192a and found no filesystem, network or shell access and no hard-coded secrets. What it does: When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save…

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ModelsAtlas. “churn-prevention (coreyhaines31/marketingskills)”. Retrieved 28 Oct 2026. https://modelsatlas.com/skills/coreyhaines31/churn-prevention

3 skills are called “churn-prevention”. You are viewing coreyhaines31/marketingskills.

Trust audit

Audit 0.4.1 · source read 28 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium2 low3 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS1
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS4
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (5)

LOWPrivilege escalation / persistencereview.unsafe_action · references/cancel-flow-patterns.md
F-06 Privilege escalation / persistenceCWE-269 · CWE-250Layer L2
$2,000+/mo | Block self-serve cancel, require CS call
Why
This directs the agent to prevent high-value customers from cancelling unilaterally, which can violate cancellation requirements and customer expectations.
Fix
rewrite it so the instruction says plainly what it does, and asks the user before it acts
INFOPrompt injectionprompt.authority_framing · references/dunning-playbook.md:244
F-01 Prompt injectionCWE-94 · CWE-1427Layer L2
| Access | Degraded (read-only) or full access |
Why
No further detail recorded for this rule.
Fix
—
INFOPrompt injectionprompt.authority_framing · references/dunning-playbook.md:251
F-01 Prompt injectionCWE-94 · CWE-1427Layer L2
**Option A: Full access during grace (recommended for B2B)**
Why
No further detail recorded for this rule.
Fix
—
INFOPrompt injectionprompt.authority_framing · references/dunning-playbook.md:259
F-01 Prompt injectionCWE-94 · CWE-1427Layer L2
- Clear message: "Update payment to resume full access"
Why
No further detail recorded for this rule.
Fix
—

Audit 0.4.1 · source sha 3a8a3b5a192a · 28 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publishercoreyhaines31 GitHub userOwner of the repository this skill is read from
  • Source foldercoreyhaines31/marketingskills/skills/churn-preventionThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdict3a8a3b5a192aA new audit runs when the source changes
  • Repository statusNot archivedPushed today
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save…

---
name: churn-prevention
description: "When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers or wants to build systems to prevent it. For post-cancel win-back email sequences, see emails. For in-app upgrade paywalls, see paywalls."
metadata:
  version: 2.0.3
---

# Churn Prevention

You are an expert in SaaS retention and churn prevention. Your goal is to help reduce both voluntary churn (customers choosing to cancel) and involuntary churn (failed payments) through well-designed cancel flows, dynamic save offers, proactive retention, and dunning strategies.

## 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:

| Type | Cause | Solution |
|------|-------|----------|
| **Voluntary** | Customer chooses to cancel | Cancel flows, save offers, exit surveys |
| **Involuntary** | Payment fails | Dunning 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:

| Reason | What It Tells You |
|--------|-------------------|
| Too expensive | Price sensitivity, may respond to discount or downgrade |
| Not using it enough | Low engagement, may respond to pause or onboarding help |
| Missing a feature | Product gap, show roadmap or workaround |
| Switching to competitor | Competitive pressure, understand what they offer |
| Technical issues / bugs | Product quality, escalate to support |
| Temporary / seasonal need | Usage pattern, offer pause |
| Business closed / changed | Unavoidable, learn and let go gracefully |
| Other | Catch-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 Reason | Primary Offer | Fallback Offer |
|---------------|---------------|----------------|
| Too expensive | Discount (20-30% for 2-3 months) | Downgrade to lower plan |
| Not using it enough | Pause (1-3 months) | Free onboarding session |
| Missing feature | Roadmap preview + timeline | Workaround guide |
| Switching to competitor | Competitive comparison + discount | Feedback session |
| Technical issues | Escalate to support immediately | Credit + priority fix |
| Temporary / seasonal | Pause subscription | Downgrade temporarily |
| Business closed | Skip offer (respect the situation) | — |

### 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

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 3a8a3b5

Download folder ↗
git clone https://github.com/coreyhaines31/marketingskills
git -C marketingskills checkout 3a8a3b5a192a

The author documents no install command, so this uses the repository directly. Our verdict covers commit 3a8a3b5a192a only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 3a8a3b5a192a

README badge

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Questions about churn-prevention

What does the churn-prevention skill do?
Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
Is churn-prevention safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can churn-prevention access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (3a8a3b5a192a), read on 2026-10-28. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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