A strategic heuristic tool for defining customer lifecycle segments and building data-driven winback campaign frameworks without needing live CRM API access.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install crm-segment-winback
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install crm-segment-winback using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is CRM Segment & Winback?
The CRM Segment & Winback skill is a specialized framework designed for marketing operators, CRM managers, and founders who utilize Openclaw Skills to streamline their retention strategy. It transforms raw customer data notes and business goals into structured, operator-ready briefs. By applying built-in logic for lifecycle stages and channel suitability, this skill allows users to develop sophisticated marketing plans for DTC brands, marketplaces, or subscription services without requiring immediate access to live production databases or complex marketing automation platforms.
By integrating this tool into your Openclaw Skills workflow, you can effectively bridge the gap between data analysis and campaign execution. It relies on a heuristic approach to categorize customers into segments like VIP, at-risk, or churned, providing clear recommendations on how to reactivate lapsed users through email, SMS, WeChat, or app push notifications.
CRM Segment & Winback Use Cases
- Define or refine CRM customer segments including new, active, lapsed, VIP, at-risk, and churned groups.
- Build precise winback triggers and timing sequences for customers who have stopped purchasing.
- Plan comprehensive lifecycle email or SMS campaign sequences for onboarding and long-term retention.
- Assess segment health scorecards to identify which customer tiers need immediate re-engagement.
- Generate personalized message and offer ideas tailored to specific audience behaviors and preferred channels.
How CRM Segment & Winback Works
- The skill captures the business context, customer lifecycle goals, and available communication channels provided by the user.
- It defines or refines a segment framework based on key signals such as recency, frequency, and monetary (RFM) values.
- Optimal winback triggers are identified along with the most effective re-engagement timing for each lapsed segment.
- Segments and campaign types are mapped to a channel suitability matrix (Email, SMS, WeChat, or Push).
- The system generates a comprehensive markdown CRM brief containing segment definitions, triggers, and a full campaign sequence.
CRM Segment & Winback Setup
To utilize this skill, ensure your environment is configured to load Openclaw Skills. No external API keys for CRM platforms are required as the tool uses a heuristic logic model.
# Example of initiating a CRM segment brief generation
openclaw run crm-segment-winback --goal "Define winback for 90-day churned DTC users"
CRM Segment & Winback Data Schema & Taxonomy
The skill organizes customer retention data into a structured taxonomy. The generated output follows this schema:
| Component | Description |
|---|---|
| Segment Framework | Detailed tiers based on RFM (Recency, Frequency, Monetary) and engagement levels. |
| Health Scorecard | Assessment of segment size, AOV, and churn risk indicators. |
| Trigger Library | Logical signals (e.g., last purchase date) paired with specific offer types. |
| Channel Matrix | Guidance on which platforms (Email vs SMS) work best for specific segments. |
| KPI Framework | Recommended metrics for tracking performance, such as LTV and reactivation rates. |
CRM Segment & Winback Advanced Features
- Heuristic RFM modeling to quickly tier customers without manual spreadsheet data processing.
- Multi-channel campaign sequencing designed to work within the Openclaw Skills automation ecosystem.
- Automated subject line and copy idea generation based on segment-specific pain points.
- Personalized offer logic that suggests discount levels or value-adds based on customer loyalty tiers.
SKILL.md
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