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retention-strategy保留策略

Agent Skill

retention-strategy 用于补充开发相关能力,适合在 OpenClaw 中需要让 Agent 承接开发相关任务时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

4,593

周安装

184

GitHub Stars

公开资料未说明

下载量

1,487
OpenClaw

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:retention-strategy(保留策略)
来源仓库:https://github.com/kostja94/retention-strategy
安装命令:
openclaw skills install retention-strategy
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install retention-strategy

简介

帮助客户减少流失、提高保留率的策略生成工具。

  • 适用于生命周期营销、用户留存分析与流失预警场景。
  • 基于用户行为数据生成个性化干预方案与激励机制建议。
  • 安装命令:openclaw skills install retention-strategy,需接入用户行为数据库。
  • 注意隐私保护与数据脱敏,避免在提示词中暴露真实用户身份信息。

SKILL.md

name
retention-strategy
description
When the user wants to reduce churn, improve customer retention, or plan lifecycle marketing. Also use when the user mentions "retention," "churn," "customer lifecycle," "churn prevention," "at-risk customers," or "loyalty program." For lifecycle, use growth-funnel.
metadata
version
1.1.1

Strategies: Retention

Guides customer retention and churn prevention. Acquiring new customers costs 5–25× more than retaining; 5% retention improvement can increase profitability 25–95%. Use this skill when reducing churn, building retention programs, or identifying at-risk customers.

When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.

Initial Assessment

Check for project context first: If .claude/project-context.md or .cursor/project-context.md exists, read Sections 4 (Audience), 9 (Documentation).

Identify:

  1. Churn type: Voluntary (active cancel) vs involuntary (payment failure)
  2. Signals: Login frequency, feature usage, support tickets
  3. Stage: Onboarding, expansion, renewal

Churn Types

TypeShareCauses
Voluntary60–80%Pricing, missing features, poor onboarding, relationship
Involuntary20–40%Payment failures, expired cards, billing

Predictability: Most churn is predictable 30–90 days before cancellation via behavioral signals.

Proactive vs Reactive

ApproachConversion
Reactive (after cancel)15–20%
Proactive (before decision)60–80%

Move from lagging indicator to early warning systems.

Retention Strategies

StrategyUse
Health scoringBehavioral + transactional + relationship signals
Loyalty programs5–15 percentage point retention lift
SegmentationPredictive modeling for at-risk
OnboardingPrevent low value realization early
DunningRetry logic; pre-expiry card updates for involuntary

User Value & Feedback

DimensionUse
Product valueRegistration; feature usage; payment
Marketing valueTestimonials; customer stories; webinar guests; feedback, bug reports, feature requests
Feedback analysisEmail, community, reviews—AI-assisted analysis; prioritize by impact; route to product vs ops

Avoid: Treating users only as MAU/registration denominators. See creator-program for creator ecosystem.

Lifecycle Integration

Retention occurs after conversion; ongoing investment in customer success, not isolated campaigns. Map touchpoints: onboarding → adoption → expansion → renewal.

Output Format

  • Churn analysis (voluntary vs involuntary; signals)
  • Retention tactics (by stage)
  • Health score framework (if applicable)
  • Intervention playbook (at-risk triggers)

Related Skills

  • email-marketing: Onboarding sequences; win-back campaigns
  • pmf-strategy: Retention as PMF signal; churn as anti-signal
  • cold-start-strategy: First users; differs from retention
  • analytics-tracking: Usage data; churn signals
  • traffic-analysis: Attribution; retention cohort analysis

适合场景

01

OpenClaw 用户查找和安装 Skill 时

02

用户想查找某类 Agent Skill 时

03

需要根据任务场景推荐可安装能力包时

04

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

OpenClaw

74.62%
按下载量换算1,110

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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