# Send Churn Risk Analyzer to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "afrexai-churn-analyzer",
    "name": "Churn Risk Analyzer",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/1kalin/afrexai-churn-analyzer",
    "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-churn-analyzer",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/afrexai-churn-analyzer",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-churn-analyzer",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "README.md",
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/afrexai-churn-analyzer"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/afrexai-churn-analyzer",
    "downloadUrl": "https://openagent3.xyz/downloads/afrexai-churn-analyzer",
    "agentUrl": "https://openagent3.xyz/skills/afrexai-churn-analyzer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/afrexai-churn-analyzer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/afrexai-churn-analyzer/agent.md"
  }
}
```
## Documentation

### Churn Risk Analyzer

Identify customers most likely to churn before they leave. Uses behavioral signals, usage patterns, and engagement data to score accounts and recommend retention actions.

### When to Use

Customer success reviews
Quarterly retention planning
When usage data or support ticket logs are available
Proactive outreach prioritization

### 1. Gather Data

Ask the user for available data sources:

Usage metrics (logins, feature adoption, API calls)
Support tickets (frequency, sentiment, resolution time)
Billing history (downgrades, late payments, discount requests)
Engagement signals (email opens, meeting attendance, NPS scores)

If no structured data, work from what the user describes qualitatively.

### 2. Score Each Account

Apply this risk framework:

SignalWeightHigh Risk IndicatorUsage decline (30d)25%>30% dropSupport ticket spike20%2x+ above baselineChampion departure20%Key contact leftContract timing15%<90 days to renewalPayment behavior10%Late/disputed invoicesEngagement drop10%No response to last 3 outreach

Score: 0-100 (higher = more likely to churn)

### 3. Categorize

🔴 Critical (75-100): Immediate intervention needed
🟡 At Risk (50-74): Schedule check-in this week
🟢 Healthy (25-49): Monitor monthly
💚 Thriving (0-24): Expansion opportunity

### 4. Recommend Actions

For each at-risk account, suggest specific retention plays:

Executive sponsor call
Custom success plan
Feature training session
Pricing review / loyalty offer
Roadmap preview (show upcoming value)

### 5. Output

Generate a retention report with:

Ranked list of accounts by churn risk
Top 3 actions per critical account
Estimated revenue at risk
30/60/90 day retention calendar

### Integration Notes

Works with CSV exports, CRM data, or manual input
Pair with the AfrexAI Context Packs for industry-specific retention strategies ($47/pack)
For a full AI-powered retention system built for your business, try the AI Revenue Calculator to see what you're leaving on the table
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: 1kalin
- Version: 1.0.0
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-04-23T16:43:11.935Z
- Expires at: 2026-04-30T16:43:11.935Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/afrexai-churn-analyzer)
- [Send to Agent page](https://openagent3.xyz/skills/afrexai-churn-analyzer/agent)
- [JSON manifest](https://openagent3.xyz/skills/afrexai-churn-analyzer/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/afrexai-churn-analyzer/agent.md)
- [Download page](https://openagent3.xyz/downloads/afrexai-churn-analyzer)