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Magnatrix-Lab
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lead-research-assistant

Automate lead research, scoring, and outreach brief generation with knowledge graph storage.

1|Updated May 20, 2026
Search Tags:#knowledge graph#lead scoring#outreach automation#lead research#firmographic data
One-click install
npx skills add https://github.com/Magnatrix-Lab/MAGNATRIX-OS --skill lead-research-assistant-magnatrix-lab
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: lead-research-assistant
Source: https://github.com/Magnatrix-Lab/MAGNATRIX-OS/tree/main/skills/lead-research-assistant
Command: npx skills add https://github.com/Magnatrix-Lab/MAGNATRIX-OS --skill lead-research-assistant-magnatrix-lab

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of researching and enriching lead records with firmographic data, streamlining the lead qualification process for sales and marketing teams.

Core Features & Use Cases

  • Lead Research: Automatically gather company size, funding stage, tech stack, open-source activity, and key personnel information.
  • Lead Scoring: Score leads based on problem-solution alignment, budget signal, and decision-maker accessibility.
  • Outreach Briefs: Generate personalized outreach briefs for high-fit leads.
  • Knowledge Graph Storage: Store enriched lead records in a knowledge graph for easy access and analysis.
  • Mesh Broadcast: Broadcast high-priority leads to a mesh network for real-time collaboration.
  • Use Case: Imagine you have a list of potential clients. Use this Skill to automatically research and score them, then generate personalized outreach briefs and store the information in a knowledge graph for easy access.

Quick Start

Use the lead-research-assistant skill to research and score potential clients.

Frequently Asked Questions about lead-research-assistant

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate lead research and enrichment with firmographic data?▼

Automate lead research by gathering firmographic data like company size, funding stage, tech stack, and key personnel. This streamlines lead qualification by replacing manual company research with an automated data collection and scoring process.

Can I generate personalized outreach briefs automatically after lead scoring?▼

Yes, personalized outreach briefs are generated automatically for high-fit leads after scoring. This connects lead qualification directly to outreach preparation, producing tailored messaging briefs based on the enriched firmographic data.

Do I need a knowledge graph to store enriched lead records?▼

Yes, a knowledge graph is required to store enriched lead records for easy access and analysis. This storage structure allows sales teams to query and manage enriched lead data efficiently within their existing workflow.

What is the best way to broadcast high-priority leads to a sales team?▼

Broadcast high-priority leads to a mesh network for real-time collaboration. This mesh broadcast feature ensures that sales and marketing teams receive immediate notifications about top-scored prospects for rapid outreach.

Does lead research automation work for scoring open-source activity and tech stacks?▼

Yes, lead research automation specifically gathers open-source activity and tech stack information alongside company size and funding stage. This firmographic data feeds directly into the problem-solution alignment scoring model.

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