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RFM Segmenter
by
LeroyCreates
· GitHub ↗
· v1.0.0
· MIT-0
78
Downloads
0
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0
Active Installs
1
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Install in OpenClaw
/install rfm-segmenter
Description
Segment your customer base by Recency, Frequency, and Monetary value to identify VIPs, at-risk churners, and dormant buyers, then generate targeted re-engage...
Usage Guidance
This skill is coherent for RFM analysis and doesn't request credentials or install code, but it requires customer transaction data which can include personal data. Before using: (1) avoid pasting raw PII — replace emails/names with hashed or surrogate IDs where possible; (2) remove or mask sensitive fields (payment details, full addresses) you do not want processed; (3) test with a small anonymized sample first to confirm output format and thresholds; (4) retain compliance with your privacy policy and applicable laws (GDPR/CCPA) before sharing customer data; (5) remember the results are guidance — manually review score thresholds and recommendations for your business context. If you need the skill to run against live systems or to store outputs, plan secure integrations instead of pasting sensitive exports into a chat.
Capability Analysis
Type: OpenClaw Skill
Name: rfm-segmenter
Version: 1.0.0
The skill is a standard marketing analysis tool designed to perform RFM (Recency, Frequency, Monetary) segmentation on customer data. The provided files (SKILL.md and _meta.json) contain only descriptive instructions and metadata, with no executable code, suspicious network calls, or attempts to exfiltrate sensitive information beyond the user-provided transaction data required for the analysis.
Capability Tags
Capability Assessment
Purpose & Capability
Name, description, and required inputs (CSV transaction export, analysis timeframe, business context) align with an RFM segmentation/reporting assistant. There are no unrelated binaries, credentials, or config paths requested.
Instruction Scope
SKILL.md limits runtime behavior to asking for transaction data and business context, computing RFM scores, and producing a segmentation report and marketing recommendations. It explicitly states it does not connect to ecommerce platforms or CRMs directly. The instructions do not ask the agent to read system files, environment variables, or to contact unexpected external endpoints.
Install Mechanism
No install spec or code is included; the skill is instruction-only, which minimizes on-disk install risk.
Credentials
The skill requests uploaded or pasted customer transaction data (expected). It does not request credentials or environment variables. However, the required input may contain personal data (emails, names, order details), so supplying full PII is a privacy risk that the user should manage (redaction/hashing, compliance with privacy rules).
Persistence & Privilege
Flags show no forced persistence (always:false) and the skill does not request modification of other skills or system settings. Autonomous invocation is allowed by default but not combined with other concerning privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install rfm-segmenter - After installation, invoke the skill by name or use
/rfm-segmenter - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release.
Metadata
Frequently Asked Questions
What is RFM Segmenter?
Segment your customer base by Recency, Frequency, and Monetary value to identify VIPs, at-risk churners, and dormant buyers, then generate targeted re-engage... It is an AI Agent Skill for Claude Code / OpenClaw, with 78 downloads so far.
How do I install RFM Segmenter?
Run "/install rfm-segmenter" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is RFM Segmenter free?
Yes, RFM Segmenter is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does RFM Segmenter support?
RFM Segmenter is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created RFM Segmenter?
It is built and maintained by LeroyCreates (@leooooooow); the current version is v1.0.0.
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