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Mova Churn Prediction
作者
Sergii Miasoiedov
· GitHub ↗
· v1.0.1
· MIT-0
221
总下载
0
收藏
0
当前安装
4
版本数
在 OpenClaw 中安装
/install mova-churn-prediction
功能描述
Analyze customer behavior signals to predict churn probability and route retention campaign decisions through a human approval gate via MOVA HITL. Trigger wh...
安全使用建议
This skill appears to do what it says: run churn scoring and require human approval. Before installing or using it, do the following: (1) Review the openclaw-mova plugin separately — confirm its origin, install method, and any required environment variables or API keys. (2) Verify which connectors (events, churn model, CRM) will be accessed and ensure they receive only the minimum scopes/credentials needed. (3) Confirm data residency, encryption, and retention policies for api.mova-lab.eu and MOVA R2 storage to satisfy GDPR and internal compliance. (4) If you need greater assurance, request the plugin's manifest or source and audit what network endpoints it contacts and what secrets it requires. If those checks are satisfactory, the skill's behavior is coherent with its stated purpose.
功能分析
Type: OpenClaw Skill
Name: mova-churn-prediction
Version: 1.0.1
The skill defines a legitimate Human-In-The-Loop (HITL) workflow for customer churn prediction using the MOVA platform. It provides structured instructions for the agent to ingest behavior data, generate risk scores, and require human approval before taking action, with all external data transfers to api.mova-lab.eu clearly documented in SKILL.md. The skill explicitly prohibits manual shell or HTTP execution and focuses on maintaining an audit trail for GDPR compliance.
能力评估
Purpose & Capability
Name/description align with the instructions: the skill ingests customer activity, runs a churn model, surfaces an at-risk list, and routes decisions through a human approval gate. The external endpoints (MOVA API, events connector, churn model connector, CRM) are coherent for this purpose.
Instruction Scope
SKILL.md instructs the agent to call a single HITL tool (mova_hitl_start_churn), present results, and require human approval before launching actions. There are no instructions to read unrelated local files, examine arbitrary env vars, or exfiltrate data beyond the declared MOVA/connector endpoints. GDPR and escalation policy checks are explicitly described.
Install Mechanism
This is an instruction-only skill (no install spec, no code). The metadata points to an external plugin (openclaw-mova) via an installCmd, but the skill itself does not include an install specification or package sources. That reduces on-disk risk, but you must still install the plugin separately — review that plugin's install origin and contents before installing.
Credentials
The skill declares no required env vars at the registry level, yet it depends on external connectors (MOVA API, events connector, CRM, churn model connector) that will almost certainly require credentials/keys and network access. The lack of declared required credentials in the skill is a transparency gap — verifying the plugin's required secrets/scopes is necessary to ensure proportional access.
Persistence & Privilege
always:false and user-invocable:true (defaults) — the skill does not request permanent/system-wide presence. No skill-owned installs or config-modifying actions are described. Audit records are written to MOVA R2 storage as part of normal operation (expected for an audit trail).
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 mova-churn-prediction - 安装完成后,直接呼叫该 Skill 的名称或使用
/mova-churn-prediction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
v1.0.1
Added Contract Skill type label.
v1.2.0
Fix: remove incorrect API key requirement
v1.1.0
Add demo screenshots from live agent run
v1.0.0
Initial release: churn prediction HITL workflow with human-gated retention campaign decision
元数据
常见问题
Mova Churn Prediction 是什么?
Analyze customer behavior signals to predict churn probability and route retention campaign decisions through a human approval gate via MOVA HITL. Trigger wh... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 221 次。
如何安装 Mova Churn Prediction?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install mova-churn-prediction」即可一键安装,无需额外配置。
Mova Churn Prediction 是免费的吗?
是的,Mova Churn Prediction 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Mova Churn Prediction 支持哪些平台?
Mova Churn Prediction 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 Mova Churn Prediction?
由 Sergii Miasoiedov(@mova-compact)开发并维护,当前版本 v1.0.1。
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