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Agent Skill · 研究检索

lead-generation-and-demand(潜在客户产生和需求)

lead-generation-and-demand 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。

lead-generation-and-demand 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,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,674 个 Skill 里排第 67,870。

总安装 240周安装 10GitHub Stars 40下载 80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:lead-generation-and-demand(潜在客户产生和需求)
来源仓库:https://github.com/manojbajaj95/gtm-skills
仓库路径:skills/lead-generation-and-demand
安装命令:
npx skills add https://github.com/manojbajaj95/gtm-skills --skill lead-generation-and-demand
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/manojbajaj95/gtm-skills --skill lead-generation-and-demand

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。

需求与线索生成技能用于同步分析市场需求与客户意向。适用于研究检索类场景,支持多维度数据交叉验证。lead-generation-and-demand 属于研究检索类 Skill,可作为该场景下的辅助能力补充。通过 GitHub 安装后可集成至 Codex、Cursor 等宿主工具。

需确认是否依赖外部数据库或 API,避免网络调用失败。建议核实原始 README 中的输入输出规范与错误处理机制。

来源仓库内路径:skills/lead-generation-and-demand

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/manojbajaj95/gtm-skills --skill lead-generatio…;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

lead-generation-and-demand 怎么安装?

在终端执行 npx skills add https://github.com/manojbajaj95/gtm-skills --skill lead-generation-and-dema…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

lead-generation-and-demand 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。

lead-generation-and-demand 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。

lead-generation-and-demand 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。

lead-generation-and-demand 用的人多吗?

公开数据是累计安装 240 次,近一周安装 10 次,下载 80 次,GitHub 40 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。

lead-generation-and-demand 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

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 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

  • 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
lead-generation-and-demand

潜在客户产生和需求 · 本页

24040需要联网未明确通过

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

Lead Generation & Demand

Comprehensive demand generation playbook for B2B SaaS companies focused on pipeline creation, CAC optimization, and multi-channel lead acquisition.

Quick Start

  1. Define ICP — Identify ideal customer profile (firmographics, psychographics, technographics)
  2. Map Funnel — TOFU → MOFU → BOFU stages with clear goals
  3. Select Channels — Prioritize by CAC, lead quality, and timeline
  4. Create Assets — Lead magnets, landing pages, nurturing sequences
  5. Launch & Optimize — Track, measure, iterate continuously

ICP Framework

Firmographics

ElementQuestionExample
IndustryWhat sector?B2B SaaS, Fintech, Healthcare
Company SizeEmployee count?50-500 employees
RevenueAnnual revenue?$5M-$50M ARR
GeographyWhere?US, UK, EU

Psychographics

  • Values: What matters to them?
  • Pain Points: What keeps them up at night?
  • Goals: What are they trying to achieve?

Technographics

  • Current tools and stack
  • Technology gaps
  • Integration needs

Full-Funnel Strategy

Funnel Stages

StageGoalContentChannelsMetrics
TOFU (Awareness)Attract visitorsBlog, guides, calculatorsSEO, social, contentTraffic, new visitors
MOFU (Consideration)Capture leadsWhitepapers, webinars, case studiesEmail, retargeting, gated contentLeads, MQLs
BOFU (Decision)emos, consultations, Convert opportunitiesD proposalsSales outreach, directSQLs, opportunities

Channel Strategy Matrix

Channel Performance (B2B SaaS)

ChannelCAC RangeLead QualityTimelinePriority
SEO/Content$50-150High6-12 months⭐⭐⭐⭐⭐
LinkedIn Ads$150-400HighImmediate⭐⭐⭐⭐⭐
Google Search$80-250Very HighImmediate⭐⭐⭐⭐⭐
Webinars$100-200High2-4 weeks⭐⭐⭐⭐
Email Nurture$20-50Medium-HighOngoing⭐⭐⭐⭐
Referrals$0-50Very HighVariable⭐⭐⭐⭐⭐

Budget Allocation ($30-50k/month)

ChannelBudgetExpected MQLsExpected SQLs
LinkedIn$15k5010
Google Search$12k8020
Google Display$5k1205
Meta$5k1008
Partnerships$3k205

Lead Magnets

High-Converting Formats

TypeConversion RateBest For
Interactive Calculator15-30%Technical evaluation
Technical Guide/Whitepaper10-20%Education
Case Study (detailed)8-15%Social proof
Webinar Registration20-40%Engagement
Free Assessment25-40%Qualification
Code Repository10-25%Developer trust

Lead Magnet Hooks

  1. Quick Win — "The 5-Minute Audit"
  2. Forbidden Knowledge — "Secrets agencies don't want you to know"
  3. Shortcut — "30-Day Framework Instead of 90 Days"
  4. Social Proof — "How 500+ Founders Achieved X"
  5. Diagnosis — "Discover Your Blind Spots"

Landing Page Framework

High-Converting Structure

┌─────────────────────────────────────┐
│ HEADLINE (Clear value proposition) │
├─────────────────────────────────────┤
│ SUBHEADLINE (Supporting benefit)     │
├─────────────────────────────────────┤
│ HERO IMAGE/VIDEO │ FORM              │
│ Visual proof        │ Name, Email    │
│                     │ Company        │
│                     │ [CTA Button]   │
├─────────────────────────────────────┤
│ SOCIAL PROOF (Logos, testimonials)   │
├─────────────────────────────────────┤
│ BENEFITS (3-5 key benefits)           │
├─────────────────────────────────────┤
│ SECONDARY CTA                        │
└─────────────────────────────────────┘

Conversion Checklist

  • Single, clear CTA
  • Minimal form fields (3-5 max)
  • Above-the-fold value proposition
  • Social proof visible
  • Mobile optimized
  • Fast load time (<3s)
  • No navigation distractions

Lead Scoring Model

Scoring Criteria

CategoryCriteriaPoints
FitTarget industry+20
Company size 50-5000+15
Decision maker title+25
Target geography+10
EngagementDownloaded lead magnet+10
Attended webinar+20
Visited pricing page+15
Multiple site visits+5 each
Email engagement+5 per click
NegativeStudent/academic-30
Competitor-50
Unsubscribed-20

Lead Classification

ScoreClassificationAction
80+SQLSales outreach
50-79MQLNurture + sales alert
20-49Engaged LeadContinue nurturing
<20Cold LeadLong-term nurture

Email Nurture Sequences

Welcome Sequence (New Leads)

EmailTimingGoal
1: WelcomeImmediateDeliver content, set expectations
2: Value AddDay 2Related helpful content
3: Social ProofDay 4Case study highlight
4: EducationDay 7Technical insight
5: Soft OfferDay 10Introduce services

Metrics Targets

MetricTarget
Open Rate>25%
Click Rate>3%
Unsubscribe<0.5%

CAC Optimization

CAC Calculation

CAC = Total Marketing & Sales Costs / Number of New Customers

Benchmarks (B2B SaaS)

Company StageTarget CACLTV:CAC Ratio
Early$500-2000>3:1
Growth$300-1000>4:1
Scale$200-500>5:1

Reduction Strategies

  1. Improve conversion rates — Better landing pages, forms
  2. Increase organic traffic — SEO, content marketing
  3. Referral programs — Leverage satisfied customers
  4. Lead scoring — Focus sales on high-intent leads
  5. Marketing automation — Scale without headcount

Attribution Modeling

Multi-Touch Attribution

ModelFirst TouchMiddleLast Touch
First Touch100%0%0%
Last Touch0%0%100%
Linear33%33%33%
Recommended (U-Shape)40%20%40%
Recommended (W-Shape)40%20%40%

UTM Structure

utm_source={channel}
utm_medium={cpc|email|organic}
utm_campaign={id}
utm_content={variant}
utm_term={keywords}

Lead Research Framework

Research Process

  1. Analyze Product/Service — Understand value proposition
  2. Define ICP — Industry, size, location, pain points
  3. Find Companies for matching — Search companies
  4. Prioritize — Score by fit (1-10)
  5. Research Contacts — Identify decision makers

Output Format

For each lead provide:

  • Company name and website
  • Why they're a good fit (2-3 specific reasons)
  • Priority score (1-10 with explanation)
  • Target decision maker role
  • Personalized outreach strategy

Paid Media Playbook

LinkedIn Ads

Campaign structure: Awareness → Consideration → Conversion Targeting: Company size 50-5,000, Director+ titles, SaaS/Tech Creative: Thought leadership, social proof, problem-solution

Google Ads

Priority: Brand → Competitor → Solution → Problem → Display Bid strategy: Manual CPC → Target CPA at 50+ conversions Ad copy: 15 headlines covering value props, features, CTAs


Account-Based Sales (ABS)

When to Use ABS

CriteriaThreshold
ACV>$25K
TAM<5,000 accounts
Buying committee3+ stakeholders
Sales cycle>60 days

ABS Framework

ElementExecution
Target list50-200 named accounts, tiered
Account research30 min per Tier 1 account
Multi-threading3-5 contacts per account
Custom contentPain-specific messaging
OrchestrationCoordinated email + LinkedIn + ads

Best Practices

Do

  1. Start with ICP definition
  2. Focus on fewer, higher-quality channels
  3. Create valuable lead magnets
  4. Nurture before selling
  5. Track attribution carefully
  6. Continuously optimize conversion

Don't

  1. Buy email lists
  2. Spam cold prospects
  3. Gate all content
  4. Ignore lead quality for quantity
  5. Skip the nurture stage
  6. Neglect existing leads

Error Handling

IssueCauseSolution
Low conversion ratePoor offer/targetingTest new lead magnets, refine ICP
High CACInefficient channelsShift budget to performing channels
Low lead qualityToo broad targetingTighten ICP, add qualification
Email deliverabilityList hygiene issuesClean list, warm up domain

Metrics Dashboard

Weekly

  • New leads by source
  • Conversion rates by channel
  • Email performance
  • Lead score distribution

Monthly

  • MQL → SQL conversion
  • CAC by channel
  • Attribution analysis
  • Funnel velocity

Related Skills

平台分布

Codex

36.96%
按下载量换算30

Claude

31.96%
按下载量换算26

Cursor

18.61%
按下载量换算15

Gemini CLI

9.03%
按下载量换算7

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

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。目前只有一个公开来源,建议同时核对源仓库。

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