Agent skill · Audited from source
churn-prevention
skill · coreyhaines31/marketingskillsMIT licenceAudited 28 Oct 2026 · source 3a8a3b5a192a
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…
Cite
Cite this page
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.
- coreyhaines31/marketingskills★ 57k✓SAFE
- alirezarezvani/claude-skills★ 28k!CAUTION
- borghei/Claude-Skills★ 949!CAUTION
Trust audit
Audit 0.4.1 · source read 28 Oct 2026
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
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 1 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 4 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (5)
LOWInventory / provenanceinv.symlink · CLAUDE.md
CLAUDE.md
- Why
- link not followed
- Fix
- —
LOWPrivilege escalation / persistencereview.unsafe_action · references/cancel-flow-patterns.md
$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
| 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
**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
- 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
- KeepExcerpt, 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
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
- ✓SAFE B 89 / 100
first audit · source
3a8a3b5a192a
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[](https://modelsatlas.com/skills/coreyhaines31/churn-prevention/)
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Questions about churn-prevention
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Is churn-prevention safe to install?
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Sources
- github.com/coreyhaines31/marketingskills/tree/main/skills/churn- — the audited source at commit 3a8a3b5a192a and every finding aboveObserved · 28 Oct 2026
Spotted something wrong? Report a correction · Methodology
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Opens with this page as the source. We add nothing else to the prompt.
- What does the churn-prevention skill do?
- Is churn-prevention safe to install?
- What can churn-prevention access on my machine?