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Agent Skill · 研究检索

sales-hunter(销售猎人)

sales-hunter 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 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。

sales-hunter 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,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 41,684。

总安装 1,151周安装 47GitHub Stars 13下载 368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
unknown

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:sales-hunter(销售猎人)
来源仓库:https://github.com/sales-skills/sales
仓库路径:skills/sales-hunter
安装命令:
npx skills add https://github.com/sales-skills/sales --skill sales-hunter
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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/sales-skills/sales --skill sales-hunter

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。

sales-hunter 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于需要根据关键词或任务场景进行信息检索的场景,如市场调研或竞品分析。通过关键词、来源仓库或任务线索调用,结合原始 README 可进一步核验具体用法。

安装命令为 npx skills add https://github.com/sales-skills/sales --skill sales-hunter。使用前需确认权限范围、维护状态,以及是否涉及联网、命令执行或文件读写操作。

来源仓库内路径:skills/sales-hunter

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 Codex、Claude、Cursor、Gemini CLI;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 npx skills add https://github.com/sales-skills/sales --skill sales-hunter;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

    它需要操作浏览器,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

sales-hunter 怎么安装?

在终端执行 npx skills add https://github.com/sales-skills/sales --skill sales-hunter。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

sales-hunter 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。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。

sales-hunter 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

sales-hunter 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

sales-hunter 用的人多吗?

公开数据是累计安装 1,151 次,近一周安装 47 次,下载 368 次,GitHub 13 星。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。

sales-hunter 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

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 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 Codex,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

  • 需要明确授权才能用到公司项目里的场景。
  • 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
sales-hunter

销售猎人 · 本页

1,15113操作浏览器未明确有提醒

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

Hunter.io Platform Help

Help the user with Hunter.io platform questions — from finding and verifying emails through campaign setup, Discover, Signals, TechLookup, API, and integrations.

Step 1 — Gather context

If references/learnings.md exists, read it first for accumulated knowledge.

Ask the user:

  1. What area of Hunter.io do you need help with?

- A) Domain Search — find all emails at a company - B) Email Finder — find a specific person's email - C) Email Verifier — verify email deliverability - D) Campaigns — cold email sequences and follow-ups - E) Discover — find companies by industry, size, location, technology - F) Signals — buying intent and company change alerts - G) TechLookup — find companies using specific technologies - H) Leads — managing lead lists - I) Browser Extension — finding emails while browsing - J) API — automation, integrations, programmatic access - K) Integrations — HubSpot, Salesforce, Pipedrive, Zapier, Google Sheets - L) Admin — billing, credits, plan features - M) Something else — describe it

  1. What's your role?

- A) Sales rep / AE / BDR - B) Sales manager / team lead - C) RevOps / Sales Ops - D) Marketer - E) Admin / IT - F) Founder / solo seller - G) Other

  1. What are you trying to accomplish? (describe your specific goal or question)

If the user's request already provides most of this context, skip directly to the relevant step. Lead with your best-effort answer using reasonable assumptions (stated explicitly), then ask only the most critical 1-2 clarifying questions at the end — don't gate your response behind gathering complete context.

Note: If the user needs a specialized skill, route them there with a brief explanation of why that skill is a better fit.

Step 2 — Route or answer directly

If the request maps to a specialized skill, route:

  • List building / prospecting → /sales-prospect-list
  • Contact enrichment / data hygiene → /sales-enrich
  • Cadence strategy / sequence design → /sales-cadence
  • Cross-platform deliverability → /sales-deliverability
  • Tool integration architecture → /sales-integration
  • Buying signals strategy → /sales-intent

Otherwise, answer directly from platform knowledge using the reference below.

Step 3 — Hunter.io platform reference

Provide module-by-module guidance based on the user's area:

Domain Search

  • What it is: Find all email addresses associated with a domain — returns names, titles, departments, email type (personal vs generic), confidence score, and verification status
  • Key features: Filter by department (executive, IT, finance, HR, etc.) and seniority. Returns the email pattern used by the company (e.g., {first}.{last}@domain.com).
  • Credit cost: 1 credit per 10 results. Free searches return up to 10 results.
  • Best practices: Use department filters to narrow to decision-makers. Check the email pattern to predict addresses for people not in the database. Always verify results before sending.

Email Finder

  • What it is: Find a specific person's email from their first name, last name, and company domain
  • Key features: Returns the most likely email with a confidence score and verification status. Also returns sources where the email was found.
  • Credit cost: 1 credit per successful find (no charge if no email found)
  • Best practices: Provide the company domain, not the company name, for more accurate results. Use verification status to decide whether to send — "verified" emails are safe, "unverified" need additional validation.

Email Verifier

  • What it is: Verify whether an email address is deliverable — checks format, domain, MX records, and SMTP response
  • Verification statuses: valid (safe to send), invalid (don't send), accept_all (use with caution — the server accepts everything), webmail (personal address), disposable (temporary address), unknown (couldn't determine)
  • Credit cost: 1 credit per verification
  • Bulk verification: Upload a CSV list for batch verification. Async processing — results available when complete.
  • Best practices: Verify all emails before cold campaigns. Remove invalid and disposable addresses. Monitor accept_all addresses for bounces after sending.

Campaigns

  • What it is: Cold email sequences with automated follow-ups, scheduling, and tracking — built into Hunter
  • Key features: Multi-step sequences, A/B testing, link tracking, open tracking, custom tracking domain, scheduling, review queue, unified inbox
  • Campaign flow: Create campaign → add recipients (from leads, CSV, or Domain Search results) → write email steps with follow-ups → set schedule → launch
  • Sending: Sends from your connected Gmail or Outlook account (not a third-party server)
  • Follow-ups: Time-based follow-ups that stop when the recipient replies
  • Tracking: Open and click tracking with optional custom tracking domain
  • Review queue: Preview and edit individual emails before they send (available on Growth+ plans)
  • Sender limits: Starter = 3 senders, Growth = 15, Scale = 40, Enterprise = unlimited
  • Best practices: Connect your actual inbox for better deliverability. Use the review queue to personalize at scale. Set up a custom tracking domain. Keep initial emails under 125 words.

Discover

  • What it is: Company search engine — find companies by industry, size, location, and technology
  • Key features: Filter by employee count, industry, location, technology used, and more. Returns company domain, description, and social profiles.
  • Use case: Build targeted account lists for outbound — find companies matching your ICP, then use Domain Search to find contacts at each.
  • Credit cost: Free to search. Credits consumed when you use Domain Search or Email Finder on results.

Signals

  • What it is: Buying intent and company change alerts — notifies you when target companies show signs of readiness to buy
  • Signal types: Company news, funding events, leadership changes, hiring activity, technology changes
  • Setup: Configure signal criteria (industries, company size, technologies) and Hunter monitors for matching events
  • Use case: Trigger timely outreach when a signal fires — e.g., a target company just raised funding or hired a new VP Sales
  • Best practices: Combine Signals with Discover to build dynamic prospecting lists that update as new signals appear. Act on signals within 7 days for maximum relevance.

TechLookup

  • What it is: Find companies using specific technologies — search by technology name and get a list of domains using it
  • Use case: Technographic prospecting — find companies using a competitor's product, a complementary tool, or a technology that signals fit for your product
  • Credit cost: Free to search. Credits consumed when you use Domain Search or Email Finder on results.
  • Best practices: Use for competitive displacement campaigns — find companies using your competitor, then outreach with a switching offer. Combine with company size/industry filters in Discover.

Leads

  • What it is: Built-in lead management — save, organize, and manage contacts found through Hunter
  • Key features: Lead lists for organization, notes and tags, export to CSV, push to CRM via integrations
  • Workflow: Find emails (Domain Search / Email Finder) → save to lead list → verify → push to CRM or add to Campaign
  • Best practices: Create separate lead lists per campaign or ICP segment. Verify all leads before adding to campaigns.

Browser Extension

  • What it is: Chrome and Firefox extension that finds email addresses on any website you visit
  • Key features: Shows all known emails for the domain you're browsing. One-click save to lead lists. Works on LinkedIn, company websites, and any page.
  • Credit cost: Uses your account credits (same as web app)
  • Best practices: Use while browsing LinkedIn to quickly find emails. Install for the whole team to speed up prospecting.

Hunter.io data model

Core entities — understand these to navigate the UI and work with the API:

EntityWhat it representsKey relationships
Domain SearchAll emails at a company domainReturns Emails with names, titles, departments
EmailA found or verified email addressHas confidence score, verification status, sources
LeadA saved contact in your Hunter accountBelongs to Lead Lists, can be added to Campaigns
Lead ListAn organized collection of leadsContains Leads, used for Campaign recipients
CampaignA multi-step email sequenceHas Steps (emails), has Recipients (from Leads)
Campaign RecipientA contact enrolled in a campaignHas send status, open/click/reply tracking

API & Integrations

For detailed API documentation including all endpoints, authentication, rate limits, and webhook event payloads, always consult references/hunter-api-reference.md. Point the user to this file for the full endpoint catalog, request/response schemas, and rate limit details. Any API question should include a pointer to this reference file.

Quick reference: Base URL https://api.hunter.io/v2/, auth via api_key query parameter, X-API-KEY header, or Authorization: Bearer header. Rate limits: 150 req/min (Starter), 300 req/min (Growth), 600 req/min (Scale). Key capabilities: Domain Search, Email Finder, Email Verifier, Leads/Lists management, Campaigns management, TechLookup.

MCP Server: Hunter.io provides an official MCP server (hunter-mcp) for AI agent integration. Install via pip and configure with your API key. This allows AI agents to search for emails, verify addresses, and manage leads through the Model Context Protocol.

For broader integration architecture help beyond Hunter's native connectors (e.g., building multi-tool workflows, Zapier/Make recipes, or webhook pipelines), use /sales-integration.

Native integrations

  • CRM: HubSpot (push leads, sync activity), Salesforce (push leads, sync activity), Pipedrive (push leads)
  • Productivity: Google Sheets (add-on for domain search, email finder, verifier in-spreadsheet)
  • Automation: Zapier (triggers for new leads found; actions for domain search, email finder, verifier)
  • Browser: Chrome extension, Firefox extension
  • AI/MCP: Official MCP server for AI agent integration

Step 4 — Actionable guidance

Based on the user's specific question:

  1. Step-by-step instructions — numbered steps to accomplish their goal in Hunter
  2. Configuration recommendations — specific settings to change, with navigation paths
  3. Common pitfalls — what can go wrong and how to avoid it
  4. Verification — how to confirm the change worked
  5. For API questions — always include a pointer: "For the full endpoint catalog, request/response schemas, and rate limits, see references/hunter-api-reference.md."

Gotchas

*Best-effort from research — review these, especially items about plan-gated features and integration gotchas that may be outdated.*

  • Don't confuse Hunter Campaigns with dedicated outbound tools. Hunter Campaigns is competent for simple cold email sequences, but it lacks multi-channel support (no phone/LinkedIn steps), advanced sender rotation, and deep A/B testing. For complex multi-channel cadences, use a dedicated tool (Mailshake, Lemlist, Smartlead) and use Hunter for the email finding/verification upstream.
  • Don't skip verification before campaigns. Hunter's Domain Search and Email Finder return confidence scores, not guarantees. Always verify emails before adding them to campaigns — even within Hunter. A confidence score of 80% still means 1 in 5 could bounce.
  • Don't confuse credits across operations. Domain Search, Email Finder, and Email Verifier all consume from the same credit pool. A workflow of "search domain → find emails → verify all" consumes credits at each step. Plan your credit budget for the full workflow, not just one step.
  • Don't assume Campaigns features are available on all plans. Campaigns require Starter plan or above (not available on Free). Review queue is Growth+ only. Sender limits vary by plan (3/15/40/unlimited). Check the user's plan before recommending features.
  • Don't use Hunter as a standalone outbound platform for high-volume. Hunter excels at email finding and verification. Its Campaigns feature is best for low-to-medium volume (under 500 emails/day). For high-volume outbound, use Hunter for finding/verifying and export to a dedicated sending tool.
  • Self-improving: If you discover something not covered here, append it to references/learnings.md with today's date.

Step 5 — Related skills

  • /sales-cadence — Design outbound cadence strategy (platform-agnostic, works with Hunter Campaigns)
  • /sales-deliverability — Cross-platform email deliverability — SPF/DKIM/DMARC, warmup, inbox placement
  • /sales-prospect-list — Build prospect lists using Hunter Discover and TechLookup
  • /sales-enrich — Enrich contacts with verified emails/phones across multiple providers
  • /sales-intent — Interpret buying signals (Hunter Signals + other intent providers)
  • /sales-integration — Connect Hunter to other tools via API, Zapier, or native integrations
  • /sales-mailshake — Mailshake platform help (if using Mailshake for sending after Hunter finding)
  • /sales-smartlead — Smartlead platform help (if using Smartlead for sending)
  • /sales-lemlist — Lemlist platform help (if using Lemlist for sending)
  • /sales-tomba — Tomba platform help (alternative email finder/verifier)
  • /sales-prospeo — Prospeo platform help (alternative enrichment/verification)
  • /sales-do — Not sure which skill to use? The router matches any sales objective to the right skill. Install: npx skills add sales-skills/sales --skill sales-do

Examples

Example 1: Finding emails at a target company

User says: "I need to find the email addresses of the engineering team at Stripe." Skill does:

  1. Recommends Domain Search on stripe.com with department filter set to "engineering"
  2. Explains the credit cost (1 per 10 results) and how to paginate for more
  3. Advises checking the email pattern (e.g., first@stripe.com) to predict emails for people not in the database
  4. Recommends verifying all found emails before outreach
  5. Suggests saving results to a Lead List for organized follow-up Result: User has a verified list of engineering contacts at Stripe, saved to a lead list

Example 2: Setting up a cold email campaign

User says: "I want to set up a campaign in Hunter to reach 200 prospects." Skill does:

  1. Walks through creating a Campaign with initial email + 2 follow-ups
  2. Recommends connecting Gmail/Outlook for inbox-native sending
  3. Advises setting up a custom tracking domain for link/open tracking
  4. Explains the review queue (Growth+ plan) for personalizing at scale
  5. Sets scheduling to send during business hours, spaced 3-4 days apart
  6. Recommends verifying all 200 leads before adding as recipients Result: User has a 3-step campaign configured with tracking, scheduling, and verified recipients

Example 3: Using the API to automate email finding

User says: "I want to use the Hunter API to find emails for a list of 500 companies." Skill does:

  1. Points to references/hunter-api-reference.md for full API docs
  2. Explains the Domain Search endpoint (GET /domain-search) — pass domain, get emails
  3. Shows authentication (api_key parameter or X-API-KEY header)
  4. Warns about rate limits (150-600 req/min depending on plan) and recommends batching
  5. Suggests using Email Verifier endpoint on results before sending
  6. Calculates credit cost: ~50-100 credits for domain search + verification credits per email Result: User knows the endpoints, auth method, rate limits, and credit planning for bulk automation

Troubleshooting

Low confidence scores on Email Finder

Symptom: Email Finder returns results with confidence scores below 50% Cause: Limited data sources for that person/domain, or the company uses an unusual email pattern Solution: Check the email pattern for the domain via Domain Search first. If the pattern is known (e.g., first.last@domain.com), you can construct the email manually and verify it. Use the Email Verifier to check deliverability regardless of confidence score.

Campaign emails not being delivered

Symptom: Campaign shows emails sent but recipients report not receiving them Cause: Missing domain authentication (SPF/DKIM/DMARC), no custom tracking domain, or sending too fast from a new account Solution: Verify SPF/DKIM/DMARC are configured for your sending domain. Set up a custom tracking domain in Campaign settings. If using a new email account, warm it up first (start with 10-20 emails/day). See /sales-deliverability for a full diagnosis framework.

Credits running out mid-month

Symptom: Credit balance depleted before the billing cycle resets Cause: Domain Search on large companies consuming many credits (1 per 10 results), or verifying large lists Solution: Use department and seniority filters on Domain Search to reduce results. Only verify emails you'll actually contact. Use the limit parameter in API calls to cap results. Consider upgrading plan if consistently hitting limits.

平台分布

Codex

38.06%
按下载量换算140

Claude

29.39%
按下载量换算108

Cursor

18.12%
按下载量换算67

Gemini CLI

10.08%
按下载量换算37

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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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