outreach-research

Orchestrates a multi-agent pipeline that discovers, enriches, and scores prospective companies for outreach.

2|Updated Apr 4, 2026
One-click install
npx skills add https://github.com/DoctorMozg/claude-pipelines --skill outreach-research-doctormozg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: outreach-research
Source: https://github.com/DoctorMozg/claude-pipelines/tree/main/plugins/mz-biz-outreach/skills/outreach-research
Command: npx skills add https://github.com/DoctorMozg/claude-pipelines --skill outreach-research-doctormozg

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Building a qualified lead list requires manually searching directories, checking reviews, finding contacts, and scoring prospects — a slow, error-prone process. This Skill automates the entire outreach research pipeline from strategy definition to an executive summary report. ## Core Features & Use Cases - Strategy with approval gate: An outreach-strategist agent defines the target profile, scoring weights, and source plan, which you must approve before any costly discovery fan-out runs. - Parallel discovery and enrichment: Scout agents pull companies from business directories, scanners gather reviews, and four parallel agents enrich each company with contacts, news, growth signals, and tech profile. - Scored dossiers and report: Every company gets a JSON record plus a human-readable dossier card, an intelligence score (0-100), and a final executive summary report. - Use Case: Ask to "find potential clients for our DevOps consulting in DACH region limit:20" and receive a deduplicated, scored list of 20 companies with per-company dossier cards and a summary report. ## Quick Start Ask the assistant to find potential client companies for your offering in a target region, optionally adding sector and limit filters, then approve the proposed strategy when prompted.

Frequently Asked Questions about outreach-research

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

FAQPage Schema
How do I generate a B2B lead list with AI agents?

Invoke the skill with a goal like "find SaaS companies in Latin America sector:HR-tech limit:30". It defines a strategy, scouts business directories in parallel, enriches each company, scores leads, and writes dossier cards plus an executive report.

How do I filter company discovery by sector or region?

Add scope modifiers to your request: sector:<value> restricts the industry vertical, region:<value> restricts geography, and limit:<N> caps how many companies flow through the pipeline. Defaults are inferred from your goal text.

Can I resume an interrupted outreach research run?

Yes. The pipeline persists state to .mz/task/<task_name>/state.md with a phase field. On re-invocation with the same task name, it reads the state file and resumes from the next incomplete phase; all phases are idempotent.

What data sources does lead discovery use?

An outreach-source-researcher agent identifies business directories matching your target profile, then scout agents query them. Banned sources include scraped LinkedIn data, unverified aggregators, and AI-summarized listings.

When should I not use this lead generation pipeline?

Do not use it to draft outreach copy or messages, since it only researches targets. It is also the wrong tool for competitive analysis of a single named company, and it requires a defined outreach goal before running.

How are lead intelligence scores calculated?

Scores combine six weighted factors on a 0-100 scale: data completeness, review reputation, contact availability, growth signals, sector relevance, and outreach feasibility. Weights come from the approved strategy and must sum to 100.