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Agent Skill · 研究检索

customer-retention(客户保留)

customer-retention 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。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。

customer-retention 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为权限未标注;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 5,115。

总安装 27,777周安装 1,181GitHub Stars 公开资料未说明下载 9,731核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
0.1.0

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:customer-retention(客户保留)
来源仓库:https://github.com/jk-0001/customer-retention
安装命令:
openclaw skills install customer-retention
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 customer-retention

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

为个体企业家制定并执行客户保留策略。在减少客户流失、提高客户终身价值、建立忠诚度计划、重新吸引不活跃用户或创建以保留为中心的产品和沟通策略时使用。涵盖客户流失分析、保留群体、生命周期营销、赢回活动和忠诚度机制。

触发“客户保留”、“减少客户流失”、“留住客户”、“提高客户保留”、“客户流失率”、“客户忠诚度”、“赢回活动”。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install customer-retention;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    权限没有明确标注,第一次使用时只给一个无关紧要的任务,观察它到底读了哪些文件和网络。

常见问题

6 条

customer-retention 怎么安装?

在终端执行 openclaw skills install customer-retention。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

customer-retention 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

customer-retention 需要什么权限?

权限级别没有明确标注。第一次使用时建议只给无关紧要的任务,观察它实际读写了哪些内容。

customer-retention 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

customer-retention 用的人多吗?

公开数据是累计安装 27,777 次,近一周安装 1,181 次,下载 9,731 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

customer-retention 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
customer-retention

客户保留 · 本页

27,777—权限未标注MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
customer-retention
description
Build and execute customer retention strategies for a solopreneur business. Use when reducing churn, improving customer lifetime value, building loyalty programs, re-engaging inactive users, or creating retention-focused product and communication strategies. Covers churn analysis, retention cohorts, lifecycle marketing, win-back campaigns, and loyalty mechanics. Trigger on "customer retention", "reduce churn", "keep customers", "improve retention", "churn rate", "customer loyalty", "win-back campaign".

Customer Retention

Overview

Retention is the foundation of sustainable growth. It costs 5-7x more to acquire a new customer than to keep an existing one. For solopreneurs, improving retention by even 5% can dramatically increase lifetime value and profitability. This playbook shows you how to measure, understand, and improve retention systematically.


Step 1: Measure Your Retention

You can't improve what you don't measure. Start by calculating your retention and churn rates.

Key metrics:

Churn Rate (monthly):

Churn Rate = (Customers Lost in Month / Customers at Start of Month) × 100

Example: Started month with 100 customers, lost 5 → 5% churn rate

Retention Rate (monthly):

Retention Rate = 100% - Churn Rate

Example: 5% churn = 95% retention

Cohort Retention: Track what % of customers stick around after 1 month, 3 months, 6 months, 12 months.

Example:

Jan Cohort (100 customers signed up in Jan):
  Month 1: 90 still active (90% retention)
  Month 3: 75 still active (75% retention)
  Month 6: 65 still active (65% retention)
  Month 12: 55 still active (55% retention)

Benchmarks (SaaS):

  • Healthy: Monthly churn < 5%, 12-month retention > 70%
  • Needs work: Monthly churn 5-10%, 12-month retention 50-70%
  • Critical: Monthly churn > 10%, 12-month retention < 50%

Where to track: Your payment processor (Stripe, Paddle), CRM, or manual spreadsheet for small customer counts.


Step 2: Understand WHY Customers Churn

Churn has patterns. Identify the top reasons so you can address them systematically.

How to find out why:

Method 1: Cancellation survey

When someone cancels, ask them why (1-2 questions max):

"We're sorry to see you go. What's the main reason you're canceling?"
  - Not using it enough
  - Too expensive
  - Missing a feature I need
  - Found a better alternative
  - Product didn't deliver expected value
  - Other: [text field]

Method 2: Exit interviews (for high-value customers)

If a customer paying $100+/month cancels, reach out personally:

"Hey [Name], saw you canceled. Totally understand if the timing isn't right.
Would you be open to a 10-min call? I'd love to understand what wasn't working
so we can improve for future customers."

Method 3: Churn cohort analysis

Look at customers who churned vs. those who stayed. What's different?

  • Did churned customers have lower usage in their first 30 days?
  • Did they skip onboarding steps?
  • Did they have a specific profile (industry, company size, use case)?

Common churn reasons and what they tell you:

  • "Not using it enough" → Onboarding problem or product didn't fit their workflow
  • "Too expensive" → Pricing/value mismatch or they didn't see ROI
  • "Missing a feature" → Product gap (track which features are requested most)
  • "Found a better alternative" → Competitive positioning issue
  • "Didn't deliver expected value" → Product-market fit problem or messaging mismatch

Step 3: Retention Strategy by Customer Lifecycle Stage

Different stages require different retention tactics.

Stage 1: First 7 Days (Onboarding)

Goal: Get them to activation (see customer-onboarding skill)

Tactics:

  • Welcome email sequence (see email-marketing skill)
  • In-app onboarding flow (tooltips, checklists)
  • Quick win template or tutorial
  • Proactive check-in (automated or manual): "How's it going? Need help?"

Why this matters: Most churn happens in the first 30 days. Fix onboarding, fix half your churn.

Stage 2: Days 8-90 (Habit Formation)

Goal: Turn them into regular users

Tactics:

  • Usage-triggered emails: "You haven't logged in in 7 days — here's what you're missing"
  • Feature discovery emails: "Did you know you can [do X]?"
  • Weekly/monthly usage reports: "Here's what you accomplished this month"
  • Engagement loops: In-app notifications for new content, features, or milestones

Metric to track: Weekly Active Users (WAU) or Monthly Active Users (MAU). Engaged users don't churn.

Stage 3: Month 4+ (Ongoing Value)

Goal: Keep delivering value, prevent complacency

Tactics:

  • Product updates and new features (show you're actively improving)
  • Customer success check-ins: Quarterly email or call for high-value customers
  • Exclusive content or community access (make them feel special)
  • Cross-sell or upsell: "Based on how you're using X, you might benefit from Y"

Metric to track: NPS (Net Promoter Score) — are they likely to recommend you?

Stage 4: At-Risk (Low engagement or cancellation intent)

Goal: Win them back before they churn

Tactics:

  • Re-engagement email campaign (see Step 4)
  • Personal outreach (if high-value): "Noticed you haven't been active — everything okay?"
  • Special offer or discount (last resort): "We'd love to keep you — here's 30% off next month"

Trigger: User hasn't logged in for 30 days, or usage dropped 50%+ from baseline.


Step 4: Build a Re-Engagement Campaign

For users who've gone inactive but haven't canceled yet, a re-engagement campaign can bring them back.

Re-engagement email sequence (3-5 emails over 14 days):

EMAIL 1 (Day 0): "We miss you!"
  Subject: "Still getting value from [Product]?"
  Body: Acknowledge they've been away. Ask if something's blocking them. Offer help.

EMAIL 2 (Day 3): "Here's what you're missing"
  Subject: "3 things you can do with [Product] this week"
  Body: Share quick wins or new features. Reframe the value.

EMAIL 3 (Day 7): "One-click back in"
  Subject: "Your account is ready — pick up where you left off"
  Body: Direct link to their account or a specific feature. Remove friction to re-engage.

EMAIL 4 (Day 10): "Can we help?"
  Subject: "What's one thing we could do better?"
  Body: Ask for feedback. Make them feel heard. Offer a call or direct message.

EMAIL 5 (Day 14): "Last call"
  Subject: "We don't want to see you go"
  Body: Mention upcoming cancellation (if auto-renewing). Offer a discount or pause option.

Response rate: 5-15% of inactive users will re-engage from a well-designed campaign.


Step 5: Build Customer Loyalty

Loyal customers stay longer, spend more, and refer others. Build loyalty proactively.

Loyalty tactics:

TacticHowWhen to Use
Loyalty programPoints or rewards for usage, referrals, or tenureB2C or high-volume B2B
VIP tierExclusive access to features, content, or communityWhen you have 100+ customers
Annual discounts20-30% off for committing to annual vs monthlySaaS, subscriptions
Customer advisory boardInvite top customers to give feedback and shape the roadmapB2B, high-touch
Surprise and delightSend unexpected value (free month, gift, handwritten note)High-value customers

What builds loyalty most: Delivering consistent value + listening to feedback + treating them like partners, not transactions.


Step 6: Retention Experiments to Run

Test these to see what moves the retention needle for your business:

Experiment 1: Onboarding call for new customers

  • Hypothesis: Personal touch in first week increases activation and retention
  • Test: Offer 15-min onboarding call to 50% of new signups
  • Measure: 30-day retention rate (call group vs no-call group)

Experiment 2: Usage milestone celebrations

  • Hypothesis: Celebrating progress builds emotional investment
  • Test: Send automated email when user hits milestones ("You've completed 10 projects!")
  • Measure: Do users with milestone emails have higher 90-day retention?

Experiment 3: Pause option instead of cancel

  • Hypothesis: Offering a pause (1-3 months) instead of cancel reduces churn
  • Test: Add "Pause my account" button on cancellation page
  • Measure: How many choose pause vs cancel? Do paused users return?

Experiment 4: Quarterly check-in for high-value customers

  • Hypothesis: Proactive check-ins catch issues before churn
  • Test: Email or call top 20% of customers quarterly to ask how it's going
  • Measure: Churn rate of check-in group vs no-check-in group

Step 7: Track Retention Over Time

Monthly retention review (15 min):

  • [ ] Churn rate this month vs last month (trending up or down?)
  • [ ] Cohort retention (are recent cohorts retaining better or worse?)
  • [ ] Top 3 churn reasons this month
  • [ ] Which retention experiments are running? Any results yet?
  • [ ] One action to improve retention this month

Leading indicators (predict future churn):

  • Declining usage (logins, actions per session)
  • Support tickets with frustrated tone
  • Not opening emails (disengaging from communication)
  • Failed payment attempts (passive churn)

If you see these signals, intervene before they cancel.


Customer Retention Mistakes to Avoid

  • Only focusing on acquisition. New customers don't matter if they all churn in 3 months. Retention > acquisition for sustainable growth.
  • Not measuring churn by cohort. Overall churn rate hides patterns. Cohort analysis reveals whether you're getting better or worse over time.
  • Waiting until they cancel to act. By then it's too late. Catch at-risk users while they're still customers.
  • Ignoring low-engagement users. Low engagement = future churn. Re-engage them proactively.
  • Not asking why people churn. If you don't know why, you can't fix it. Always run exit surveys or interviews.
  • Treating all customers the same. High-value customers deserve more attention (personal check-ins, dedicated support). Don't over-automate at the high end.

平台分布

OpenClaw

91.89%
按下载量换算8,942

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

未展示

权限和风险

权限未标注

当前来源未能明确判断权限范围,默认进入异常复核队列。

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。目前只有一个公开来源,建议同时核对源仓库。

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