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Install in OpenClaw
/install subscription-churn-lifecycle
Description
Churn prevention and lifecycle operations for subscription/recurring payment products (monthly coffee, beauty subscription boxes, pet supplies, content/softw...
Usage Guidance
This skill appears coherent and low-risk: it contains reference docs and two small local Python helpers (no network calls or external installs). Before installing, consider: 1) only paste non-sensitive, aggregated subscription metrics and redact customer PII when asked for examples or cancel flow copy; 2) if you plan to let the agent run included scripts, ensure your execution environment's Python is trusted; 3) review outputs for any recommendations that would require handling payment systems or customer data and follow principle of least privilege (use API keys or credentials only in your own secure tooling, not pasted into chat). If you want extra assurance, open the two script files yourself (they are short and readable) — they only format metrics and build a plan.
Capability Analysis
Type: OpenClaw Skill
Name: subscription-churn-lifecycle
Version: 0.1.2
The skill bundle is a legitimate tool designed for subscription churn analysis and lifecycle marketing strategy. The Python scripts (lifecycle_execution_plan.py and retention_metrics_template.py) are simple utility scripts that generate text-based plans and markdown tables without any network access, file system manipulation, or use of dangerous functions like eval(). The instructions in SKILL.md are well-structured and strictly aligned with the stated business purpose, and the inclusion of a link to a third-party loyalty platform (rijoy.ai) appears contextually relevant for Shopify merchants.
Capability Assessment
Purpose & Capability
Name/description match the included materials: SKILL.md, references, and two small Python helper scripts intended to render metric templates and generate a 4–8 week plan. Nothing requested (no env vars, no binaries) appears unrelated to churn/lifecycle work.
Instruction Scope
Runtime instructions in SKILL.md stay within the domain of diagnostics, messaging, and playbook generation. They ask the assistant to extract subscription facts from user context or provided copy; they do not instruct the agent to read system files, access unrelated credentials, or exfiltrate data.
Install Mechanism
No install spec (instruction-only) and the included scripts are small, local Python helpers with no external downloads or obfuscated code. There are no install-time network fetches or archive extractions to review.
Credentials
The skill declares no required environment variables, no primary credential, and no config paths. This is proportionate to a strategy/diagnosis skill that only needs user-provided subscription details.
Persistence & Privilege
always is false and the skill does not request elevated or persistent platform privileges. disable-model-invocation is false (normal), meaning the agent may call the skill autonomously — expected for skills and not flagged alone.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install subscription-churn-lifecycle - After installation, invoke the skill by name or use
/subscription-churn-lifecycle - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.2
Subscription Churn Lifecycle v0.1.2
- Initial public release with full lifecycle playbook structure and references.
- Added onboarding, diagnosis, and action framework for subscription brands.
- Included detailed README and documentation assets.
- Added sample evaluation data and lifecycle metric tracking scripts.
- Provided subscription churn/lifecycle references, playbooks, and templates for immediate use.
v0.1.1
- Migrated documentation from Chinese to concise English, making the skill globally accessible.
- Clarified triggers and scenarios for automatic activation; more precise about what the skill covers and when not to use.
- Streamlined all required output structures (summary, diagnosis, segments, lifecycle touchpoints, actions, metrics, schedule) into a consistent, stepwise, and actionable format.
- Converted info-gathering questions and recommendations to be clearer and more direct for international users.
- Maintained a strong focus on practical, testable solutions rather than generic advice throughout all guidance.
v0.1.0
subscription-churn-lifecycle v0.1.0
- 首发：推出面向订阅制/周期付费产品的防流失与生命周期运营技能
- 明确结构化输出要求，包括结论摘要、可执行动作清单、分层诊断、触点日历、话术策略、实验清单和指标体系
- 提供面向典型场景（如咖啡、美妆、会员、SaaS等）的流失路径和运营建议模板
- 强调“数据+生命周期视角”的诊断方法，避免泛泛建议
- 明确适用范围与提问流程，引导输出高质量、针对性运营方案
Metadata
Frequently Asked Questions
What is Subscription Churn Lifecycle?
Churn prevention and lifecycle operations for subscription/recurring payment products (monthly coffee, beauty subscription boxes, pet supplies, content/softw... It is an AI Agent Skill for Claude Code / OpenClaw, with 347 downloads so far.
How do I install Subscription Churn Lifecycle?
Run "/install subscription-churn-lifecycle" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Subscription Churn Lifecycle free?
Yes, Subscription Churn Lifecycle is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Subscription Churn Lifecycle support?
Subscription Churn Lifecycle is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Subscription Churn Lifecycle?
It is built and maintained by RIJOY-AI (@rijoyai); the current version is v0.1.2.
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