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在 OpenClaw 中安装
/install pans-churn-predictor
功能描述
AI算力销售客户流失预警工具。分析用量趋势、支持ticket、合同状态，识别流失风险客户。 支持风险分级、原因分析、挽回建议生成。 触发词：流失预警, 客户健康度, 续约风险, churn prediction, 客户成功
安全使用建议
This package appears to be a local, self-contained churn analysis tool. Before installing or running it: (1) Inspect the full scripts/churn.py (the provided excerpt is truncated) to confirm there are no hidden network calls or subprocess invocations; (2) Run it in a non-production or sandbox environment first; (3) Ensure the data files in ~/.qclaw/skills/pans-churn-predictor/data contain no sensitive secrets you don't want on disk; (4) Verify file permissions so the skill cannot be read by other users on the system if that is a concern.
功能分析
Type: OpenClaw Skill
Name: pans-churn-predictor
Version: 1.0.0
The skill is a legitimate customer churn prediction tool for AI compute sales. The core logic in scripts/churn.py performs basic data analysis on local JSON files (usage, tickets, and contracts) to identify risk signals. It uses only standard Python libraries, contains no network activity, and shows no signs of data exfiltration or malicious execution.
能力评估
Purpose & Capability
Name/description, SKILL.md, data files, and scripts all match: a local churn predictor for AI-compute customers. No unrelated credentials, binaries, or config paths are requested.
Instruction Scope
Runtime instructions tell the agent to run the included Python script against data stored under ~/.qclaw/skills/pans-churn-predictor/data. The SKILL.md does not instruct reading other system files or sending data externally.
Install Mechanism
No install spec; this is instruction-only with an included Python script and JSON data. That is proportionate for the described purpose. It does assume a local python3 runtime is available.
Credentials
The skill requests no environment variables or credentials. Data access is limited to JSON files in the skill's data directory; there are no signs of attempts to read unrelated secrets or config.
Persistence & Privilege
always is false and the skill does not request system-wide privileges. The script reads and may write files under its own ~/.qclaw directory only.
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 pans-churn-predictor - 安装完成后，直接呼叫该 Skill 的名称或使用
/pans-churn-predictor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
pans-churn-predictor v1.0.0 - 客户流失预警工具首发版
- 多维度分析客户用量、任务数、支持ticket和合同状态，自动识别流失风险
- 风险分级：高风险、中风险、正常
- 自动分析流失原因并生成个性化挽回建议
- 命令行工具支持全客户分析、高风险客户列出及详细流失原因与挽回措施查询
- 规范化客户数据存储，便于管理和追踪
元数据
常见问题
Pans Churn Predictor 是什么？
AI算力销售客户流失预警工具。分析用量趋势、支持ticket、合同状态，识别流失风险客户。 支持风险分级、原因分析、挽回建议生成。 触发词：流失预警, 客户健康度, 续约风险, churn prediction, 客户成功. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 67 次。
如何安装 Pans Churn Predictor？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install pans-churn-predictor」即可一键安装，无需额外配置。
Pans Churn Predictor 是免费的吗？
是的，Pans Churn Predictor 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Pans Churn Predictor 支持哪些平台？
Pans Churn Predictor 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Pans Churn Predictor？
由 dashiming（@dashiming）开发并维护，当前版本 v1.0.0。
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