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Ai Intelligent Customer Segmentation

Name: Ai Intelligent Customer Segmentation
Author: yang1002378395-cmyk

作者 yang1002378395-cmyk · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ⚠ suspicious

101

总下载

当前安装

版本数

在 OpenClaw 中安装

/install ai-customer-segment

功能描述

客户分层，RFM分析 + 精准营销。

使用说明 (SKILL.md)

AI 智能客户分层系统

描述

客户分层，RFM分析 + 精准营销。

功能

RFM 分析（自动分层）
标签管理（客户标签）
画像分析（客户画像）
营销策略（分层策略）
效果跟踪（转化跟踪）

定价

基础版：¥199/月（1 万客户）
专业版：¥999/月（10 万客户）
企业版：¥2999/月（无限客户）

适用场景

客户管理
精准营销
CRM 系统
用户运营

技术栈

Python + FastAPI
RFM 分析
标签系统
营销策略

安装

git clone https://github.com/openclaw-skills/ai-intelligent-customer-segmentation
cd ai-intelligent-customer-segmentation
pip install -r requirements.txt
python app.py

创建：2026-03-13 作者：OpenClaw Skills Team

安全使用建议

This skill's description is reasonable, but it contains no code and instructs you to git-clone and run an external GitHub project. Cloning and running that repository will execute unreviewed code on your machine and may require or request credentials. Before installing or running it: (1) review the GitHub repo contents (requirements.txt, app.py, README) to confirm behavior and network endpoints; (2) run in a disposable/isolated environment (container or VM); (3) do not provide secrets (DB passwords, API keys) until you verify why they are needed; (4) prefer skills that bundle audited code or use official package releases; (5) if unsure, ask the publisher for provenance or a packaged release before proceeding.

功能分析

Type: OpenClaw Skill Name: ai-customer-segment Version: 1.0.0 The skill bundle contains only metadata and documentation for an AI-driven customer segmentation tool. There is no executable code, scripts, or suspicious instructions within the provided files (SKILL.md, skill.json, and _meta.json). The content is purely informational, describing RFM analysis and marketing features without any indicators of malicious intent or security risk.

能力评估

ℹ Purpose & Capability

Name/description (RFM/customer segmentation) align with the features listed. However, the skill package contains no code and no homepage; the SKILL.md instructs cloning a separate GitHub repository to obtain the implementation, which is a mismatch between the distributed skill and the runtime footprint the skill asks you to run.

⚠ Instruction Scope

SKILL.md directs the operator to run: git clone https://github.com/openclaw-skills/ai-intelligent-customer-segmentation; pip install -r requirements.txt; python app.py — i.e., download and execute code from an external repo. The instructions do not declare what the repo contains, what network endpoints it contacts, or what credentials/config it will require. That broad instruction to fetch and execute external code is outside the minimal expectations for an instruction-only skill.

⚠ Install Mechanism

There is no install spec in the package itself; instead SKILL.md instructs cloning a GitHub repo and installing requirements. While GitHub is a known host, the repo is not included in the skill bundle and has not been reviewed here. This effectively delegates install/execution to an external, unvetted codebase (potential for arbitrary code execution).

ℹ Credentials

The skill declares no required environment variables or credentials, but the external app it asks you to run may require DB connections, API keys, SMTP, or other secrets not declared. The lack of declared env requirements is therefore incomplete and could lead users to supply credentials without proper justification.

✓ Persistence & Privilege

The skill is not marked always:true and does not request elevated persistence. It is user-invocable and allows model invocation (defaults), which is normal. There is no evidence in the package of attempts to modify other skills or system-wide settings.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install ai-customer-segment
安装完成后，直接呼叫该 Skill 的名称或使用 /ai-customer-segment 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

- Initial release of AI智能客户分层系统 (v1.0.0) - 支持 RFM 分析和客户自动分层 - 提供客户标签管理与客户画像分析功能 - 包含针对分层的营销策略及效果转化跟踪 - 提供基础版、专业版和企业版多种定价方案 - 适用于客户管理、精准营销、CRM系统等场景

元数据

Slug ai-customer-segment

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

常见问题