A sophisticated AI agent workflow for conducting deep company intelligence and generating high-conversion outbound email drafts.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install outbound-prospecting
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install outbound-prospecting using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Outbound Prospecting?
The Outbound Prospecting skill is a professional-grade workflow designed to automate the discovery and engagement phases of the sales cycle. By integrating with Openclaw Skills, this skill empowers AI agents to perform detailed company audits, identifying core business offerings, target audiences, and recent corporate milestones. It bridges the gap between raw data and actionable communication by synthesizing research into personalized drafts.
This skill operates strictly in copilot mode, ensuring that while the AI handles the time-consuming research and identification of decision-makers, the human user maintains final creative control. It leverages a structured approach to ensure every interaction is relevant, evidence-backed, and tailored to the specific needs of the prospect, significantly increasing the efficiency of sales development teams.
Outbound Prospecting Use Cases
- Automating deep-dive research into target company business models and recent news.
- Identifying key decision-makers such as CEOs, Founders, and Marketing Heads via LinkedIn search.
- Finding specific technical or business pain points like outdated web content or SEO gaps.
- Generating highly personalized email drafts that include at least three unique company-specific facts.
How Outbound Prospecting Works
- The research auditor performs a deep crawl of the target company's official website and blog to identify core products and recent announcements.
- The system analyzes the extracted text to find personalization points such as funding rounds or product launches.
- The contact finder executes targeted search queries to pinpoint the names and titles of relevant leadership figures.
- The draft writer synthesizes all intelligence into a markdown-formatted email following a relationship-first, evidence-backed tone.
Outbound Prospecting Setup
To deploy this prospecting tool within Openclaw Skills, ensure your environment has the necessary web search and fetch capabilities enabled. Use the following command to integrate the skill into your local configuration:
# Configure the prospecting workflow for your agent
openclaw install-skill outbound-prospecting
Outbound Prospecting Data Schema & Taxonomy
The skill organizes lead intelligence into a structured format for easy review and integration into CRMs:
| Data Layer | Details Collected |
|---|---|
| Company Intelligence | Core offerings, target audience, and recent funding/news. |
| Competitive Audit | Identification of potential pain points and service gaps. |
| Lead Identification | Decision-maker names, LinkedIn profiles, and professional titles. |
| Outreach Assets | Markdown-formatted email drafts containing verified company facts. |
Outbound Prospecting Advanced Features
- Adheres to the Overseer Baseline for high-quality, professional agent interactions.
- Hybrid tone generation combining relationship-first openers with revenue-loss evidence.
- Multi-tool coordination involving web searching, fetching, and data synthesis within Openclaw Skills.
- Focuses on qualitative research to prevent generic spam and improve response rates.
SKILL.md
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