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Agent Skill · 研究检索

customer(customer 搜索)

customer 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 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 12,422。

总安装 10,278周安装 437GitHub Stars 公开资料未说明下载 3,601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
1.0.0

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(customer 搜索)
来源仓库:https://github.com/agistack/customer
安装命令:
openclaw skills install customer
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

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。

customer 提供全链路客户生命周期管理服务,涵盖获客、留存与价值提升策略。适用于 OpenClaw 中优化客户成功团队工作效率与精细化运营水平。输出包含流失预警名单、增购推荐话术与满意度调研问卷等内容资产。使用前需接入客户数据库与销售漏斗指标以校准模型参数。营销建议应符合当地广告法规,避免误导性或夸大宣传用语。

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;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 怎么安装?

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

customer 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 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 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 用的人多吗?

公开数据是累计安装 10,278 次,近一周安装 437 次,下载 3,601 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 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

customer 搜索 · 本页

10,278—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
description
A comprehensive AI agent skill for acquiring, onboarding, retaining, and growing customers. Helps customer success teams reduce churn, expand revenue, and turn customers into advocates. Helps sales teams close with long-term fit in mind. Helps founders understand their customers deeply enough to build what they actually need.

Customer

The Revenue That Already Exists

Every business has two growth levers. The first is acquiring new customers — the one that gets the most attention, the most budget, the most strategy. The second is keeping and growing the customers already won — the one that is consistently underinvested in until the churn rate becomes impossible to ignore.

The economics of these two levers are not equivalent. Acquiring a new customer costs five to seven times more than retaining an existing one. Expanding an existing customer requires a fraction of the sales motion of a new logo acquisition. A customer who stays and grows is a compounding asset. A customer who churns is a sunk cost that must be replaced before the business can grow at all.

The businesses that understand this structure their customer function accordingly — not as a support cost center that catches complaints, but as a revenue function that protects and grows the installed base with the same discipline applied to new customer acquisition. The businesses that do not understand it find themselves running on a treadmill, acquiring customers at the front of the funnel as fast as they are losing them out the back, wondering why growth is harder than the revenue numbers suggest it should be.

This skill is about building the second kind of business.


Who the Customer Actually Is

The customer who signed the contract is not always the customer who uses the product. The executive who approved the purchase may never log in. The team that uses it daily may not have been in the buying conversation. The champion who advocated for the purchase internally may have left the company six months after the deal closed.

Understanding who the customer actually is — the full map of stakeholders, their individual relationships with the product, their individual definitions of success, and the web of internal dynamics that determines whether the renewal happens — is the foundation of everything that follows. A customer success motion built on a relationship with a single contact is fragile. A customer success motion built on multiple relationships across multiple levels of the organization is resilient to the attrition, reorganization, and priority shifts that happen in every customer account over a multi-year relationship.

The skill builds this map for every significant customer. The economic buyer who controls the budget and signs the renewal. The champion who advocated internally and whose reputation is tied to the product's success. The day-to-day users whose experience determines whether the product delivers value in practice. The internal skeptics whose concerns were not fully addressed in the sales process and who may resurface at renewal time. The executives who do not use the product but whose strategic priorities the product either serves or does not.

Each of these stakeholders needs a different relationship, a different communication, and a different definition of success. The skill manages all of them.


Onboarding as the Foundation of Everything

The first ninety days of a customer relationship determine more about the eventual outcome than any subsequent period. The customer who successfully onboards — who integrates the product into their workflow, achieves their first significant outcome, and builds the internal habits that make continued use the path of least resistance — retains at dramatically higher rates than the customer who struggles through onboarding and never achieves the value they were promised.

Most onboarding failures are not technical. They are expectation failures, priority failures, and handoff failures. The customer was promised outcomes in the sales process that the onboarding does not systematically deliver. The urgency that drove the purchase decision dissipates as the customer returns to their normal workload and the implementation becomes one of many competing priorities. The knowledge that lived in the salesperson who built the relationship does not transfer to the customer success manager who inherits it.

The skill builds onboarding programs that prevent these failures. The kickoff that establishes concrete success criteria rather than vague intentions. The early milestone structure that creates momentum and demonstrates progress in the first thirty days. The executive check-in at sixty days that maintains senior sponsorship through the period when implementation effort is highest. The success review at ninety days that confirms value has been achieved and sets the foundation for the expansion conversation that should follow.

It also builds the internal onboarding — the process of ensuring that the people inside the customer organization who need to use the product actually adopt it, which is a change management challenge that lives inside the customer's organization and requires active partnership rather than passive availability.


The Health Score That Predicts the Future

A customer who is about to churn almost always shows signals before the renewal conversation. They log in less frequently. Their support ticket volume changes — either increasing, as frustration compounds, or decreasing, as they stop trying to resolve problems with a product they have mentally already left. Their champion stops responding to outreach. Their usage of core features declines. Their NPS scores drift downward. They miss scheduled check-in calls.

These signals, tracked systematically, are predictive. The customer whose health score drops in the third month of a twelve-month contract is a different renewal risk than the customer whose health score is stable or improving. The intervention that saves a churning customer is most effective when it happens at the third month, when there is time to course-correct, and least effective when it happens at the eleventh month, when the decision has already been made and the renewal conversation is a formality.

The skill builds a health scoring framework calibrated to your specific product and customer base. The metrics that actually predict renewal in your context — which are not the same for every product and should not be assumed from generic benchmarks. The thresholds that trigger intervention at each stage of the customer lifecycle. The intervention playbooks that match the specific risk signal — a usage drop requires a different response than an executive sponsor departure, which requires a different response than a competitive evaluation.

It also builds the discipline of reviewing health scores consistently rather than reactively — not just when a renewal is ninety days out, but throughout the customer lifetime when intervention is still possible.


The Renewal That Is Never a Surprise

A renewal that is uncertain at sixty days out is a renewal where something went wrong in the preceding eleven months. The customer success motion that produces reliable renewals does not begin the renewal conversation at ninety days. It maintains a continuous conversation about value throughout the contract period, so that the renewal is a confirmation of a relationship that is working rather than a negotiation of a relationship that may not continue.

The renewal conversation, when it arrives, should be a conversation about expansion — about what more the product can do for the customer given what has been learned about their needs in the first year — not a conversation about whether the product is delivering value. If the latter conversation is necessary, the renewal is already at risk.

The skill builds the renewal motion from the beginning of the relationship. The success review cadence that demonstrates value explicitly rather than assuming the customer notices it. The business review format that connects product usage to business outcomes in the language the executive buyer cares about. The expansion discovery that surfaces new use cases and new stakeholders before the renewal conversation, so that the renewal is bundled with an expansion rather than treated as a separate negotiation.

It also handles the renewals that are at risk — the playbook for the customer who is unhappy, the conversation that surfaces the real objection rather than the stated one, the escalation path that brings executive relationships to bear when the customer success relationship is not sufficient to hold the account.


Expansion as the Natural Next Chapter

The customer who has achieved value with your product in one use case is the most receptive audience for the conversation about a second use case. They have already validated the core value proposition. They have already built the internal credibility from the first implementation. They already have a relationship with your team. The friction of the expansion sale is a fraction of the friction of the new logo sale for every one of these reasons.

Most expansion revenue is left on the table not because customers would not have bought more, but because no one asked at the right time in the right way. The ask that comes before the customer has achieved value in the first use case is premature and damages trust. The ask that comes after the value is clear and the customer is in a moment of success is a natural extension of a conversation already underway.

The skill identifies the expansion signals that indicate a customer is ready for the conversation — increased usage approaching the limits of the current plan, a new team or department with an analogous problem, an organizational change that creates a new use case, a strategic initiative that the product can support in a way not yet explored. It builds the expansion conversation that feels like customer advocacy rather than upselling — because when it is done correctly, it is.


The Customer Who Becomes the Advocate

The most valuable customer is not the largest customer. It is the customer who tells others. The reference call that turns a skeptical prospect into a committed buyer. The case study that demonstrates the outcome your product produces with specificity that generic marketing cannot match. The G2 review that appears when a competitor's prospect searches for alternatives. The word of mouth referral that arrives with a level of trust no marketing campaign can manufacture.

Advocates are not created by asking customers to be advocates. They are created by giving customers an experience worth talking about and then making it easy for them to talk about it. The skill builds the advocate development program that identifies customers with the enthusiasm and the story to be effective references, cultivates the relationship that makes the ask natural rather than transactional, and creates the mechanisms — reference programs, case study processes, community participation — that channel that enthusiasm into assets that drive new business.


When Customers Leave

Some customers will churn. The product is not right for them, or the fit was wrong from the beginning, or a competitor built something better for their specific situation, or their business changed in ways that eliminated the problem your product solves. Churn is not always preventable and the attempt to prevent all of it produces its own problems — customers who should not renew kept in relationships that cost more to maintain than the revenue justifies.

What matters is understanding why customers leave with enough specificity to distinguish the preventable churn from the unpreventable, and to fix the system failures that produce the preventable kind. The exit conversation that surfaces the real reason rather than the polite reason. The churn analysis that aggregates individual exits into patterns — a specific customer profile that churns at high rates, a specific stage in the lifecycle where churn concentrates, a specific competitor that wins a disproportionate share of the lost accounts. The product insight that emerges from churn patterns and belongs in the roadmap conversation.

The customer who leaves well — who was treated with respect through a difficult conversation, whose concerns were heard, whose transition was supported — sometimes comes back. The customer who leaves poorly does not, and tells others why.

平台分布

OpenClaw

91.43%
按下载量换算3,292

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

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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