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Agent Skill · 研究检索

enrich-industry(丰富产业)

enrich-industry 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。

enrich-industry 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 29,977。

总安装 2,957周安装 122GitHub Stars 公开资料未说明下载 966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:enrich-industry(丰富产业)
来源仓库:https://github.com/tomgranot/enrich-industry
安装命令:
openclaw skills install enrich-industry
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 enrich-industry

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。

enrich-industry 用于通过 HubSpot 工作流程回填联系人级别行业信息,支持基于行业的精准营销细分。适用于需要根据公司关联记录自动丰富联系人行业属性的场景,提升目标客户筛选效率。通过关键词或任务线索定位候选结果,结合来源仓库文档进一步验证具体调用方式。

安装命令为 openclaw skills install enrich-industry,建议确认权限范围及是否涉及联网操作。注意维护状态与 API 稳定性,避免因外部服务变更影响数据回填流程。

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 enrich-industry;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

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

enrich-industry 怎么安装?

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

enrich-industry 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。

enrich-industry 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

enrich-industry 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。

enrich-industry 用的人多吗?

公开数据是累计安装 2,957 次,近一周安装 122 次,下载 966 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。

enrich-industry 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。

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
enrich-industry

丰富产业 · 本页

2,957—需要联网MIT-0有提醒

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
enrich-industry
description
Backfill contact-level industry from associated company records using a HubSpot workflow. Enables industry-based segmentation for targeted campaigns aligned with ICP verticals.
license
MIT
metadata
author
tomgranot
version
1.0
category
data-enrichment

Enrich Contact Industry from Associated Company

Copy industry data from company records to their associated contacts. In a typical B2B CRM, company records have industry populated at high rates (80-90%) while contact records have almost none. This workflow bridges that gap automatically.

Why This Matters

Without industry on contact records, you cannot segment email campaigns by vertical. For B2B companies targeting specific industries, this makes the difference between spray-and-pray email blasts and targeted, relevant messaging. Industry data on contacts also feeds ICP tier classification and lead scoring models.

Prerequisites

  • HubSpot Marketing Hub Professional or Sales Hub Professional (for Workflows)
  • Company name enrichment (enrich-company-name skill) should be completed first, as it may trigger new company associations
  • Access to Settings > Properties to verify/create the contact Industry property

Plan

  1. Verify the contact Industry property exists and is compatible with the company Industry property
  2. Audit how many contacts can be enriched (before state)
  3. Build a workflow that copies industry from the associated company
  4. Verify enrichment results (after state)

Before State

Check Property Compatibility

This is the most important pre-step. Contacts may have TWO industry properties: industry and industry_name. You must verify which one HubSpot uses for lists and reports.

  1. Go to Settings > Properties > Contact properties
  2. Search for "Industry"
  3. Note ALL industry-related properties on the contact object
  4. Check which property is used in existing lists, reports, and workflows
  5. The target property must be compatible with the company Industry property:

- If both are dropdown select: option values must match exactly (same spelling, same case) - If the contact property is single-line text: it will accept any value (safest option) - If unsure, use single-line text to avoid copy failures

If no contact Industry property exists, create one:

  • Object: Contact
  • Group: Contact information
  • Label: Industry
  • Field type: Dropdown select (copy all values from the company Industry property) OR Single-line text (accepts any value)

Audit Enrichment Opportunity

import os
from hubspot import HubSpot
from dotenv import load_dotenv

load_dotenv()
api_client = HubSpot(access_token=os.getenv("HUBSPOT_API_TOKEN"))

# Count contacts missing industry
result = api_client.crm.contacts.search_api.do_search(
    public_object_search_request={
        "filterGroups": [{
            "filters": [{
                "propertyName": "industry",
                "operator": "NOT_HAS_PROPERTY"
            }]
        }],
        "limit": 0
    }
)
print(f"Contacts missing industry: {result.total}")

Also create a HubSpot list to estimate enrichable contacts:

  • Filter 1: Contact Industry > is unknown
  • Filter 2: AND Associated company > Industry > is known
  • This count tells you how many contacts will actually be enriched

Execute

Create the Enrichment Workflow

This workflow is nearly identical to the company name enrichment workflow. If you already built that one, clone it and swap the property references.

  1. Go to Automation > Workflows > Create workflow
  2. Select Contact-based > Blank workflow
  3. Name: AUTO-ENRICH: Copy Industry from Company

Enrollment trigger:

  • Contact property > Industry > is unknown
  • AND Associated company > Industry > is known

Re-enrollment:

  • Enable re-enrollment on the same criteria. This ensures contacts that later get associated with a company are also enriched.

Action: Copy property

  • Copy FROM: Company > Industry
  • Copy TO: Contact > Industry

Activate:

  • Click Review > Turn on
  • Select Yes, enroll existing contacts

Note: Unlike the company name workflow, no delay is needed here. If the contact already has an associated company with industry data (checked by the enrollment trigger), the copy can happen immediately.

After State

Wait 1-2 hours for the workflow to process, then verify.

Script approach:

result = api_client.crm.contacts.search_api.do_search(
    public_object_search_request={
        "filterGroups": [{
            "filters": [{
                "propertyName": "industry",
                "operator": "NOT_HAS_PROPERTY"
            }]
        }],
        "limit": 0
    }
)
print(f"Contacts still missing industry: {result.total}")

Verification checklist:

  1. Contact industry count should jump from near-zero to tens of thousands
  2. The enrichment list (missing industry + has company association) should be near 0
  3. Spot-check 20+ contacts for accuracy:

- Open the contact record - Verify the Industry field shows a value - Click the associated company and confirm the industry matches

  1. Check that the industry distribution on contacts roughly mirrors the company industry distribution
  2. Check workflow history for failures — most common is property value mismatch (company has a value that does not match a dropdown option on the contact)

Key Technical Learnings

  • Two industry properties can exist. Some HubSpot portals have both industry and industry_name on contacts. Verify which one is authoritative before building the workflow. Writing to the wrong one means your lists and reports will not see the data.
  • Dropdown value matching is case-sensitive and exact. If the company Industry has "Healthcare" and the contact Industry dropdown has "healthcare" (lowercase), the copy will fail. Ensure values match exactly.
  • Consider consolidating similar industries. Many CRMs have overlapping values like "Healthcare" and "Hospital & Health Care". For segmentation, consider creating a separate "Industry Group" property that maps similar values into broader categories. This is optional but improves list usability.
  • This does not overwrite existing values. The enrollment trigger requires "Industry is unknown", so contacts that already have industry data are not affected.
  • If using a text field instead of dropdown: Enrichment works, but you lose the ability to filter by exact dropdown values in lists. You can convert to a dropdown later but will need to clean up inconsistent text values first.
  • Run this after company name enrichment. Company name enrichment may trigger new company associations, which increases the number of contacts eligible for industry enrichment.
  • Clone the company name workflow. The structure is nearly identical. Clone it in HubSpot and swap the property references to save time.

平台分布

OpenClaw

96.67%
按下载量换算934

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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