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Install in OpenClaw
/install pans-churn-predictor
Description
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
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pans-churn-predictor - After installation, invoke the skill by name or use
/pans-churn-predictor - Provide required inputs per the skill's parameter spec and get structured output
Version History
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
Metadata
Frequently Asked Questions
What is Pans Churn Predictor?
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. It is an AI Agent Skill for Claude Code / OpenClaw, with 67 downloads so far.
How do I install Pans Churn Predictor?
Run "/install pans-churn-predictor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pans Churn Predictor free?
Yes, Pans Churn Predictor is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pans Churn Predictor support?
Pans Churn Predictor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pans Churn Predictor?
It is built and maintained by dashiming (@dashiming); the current version is v1.0.0.
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