What it does
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🔍
Prospect ResearchGive your agent a name and company. It searches the web, pulls their background, recent activity, and company context into a structured profile.
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✍️
3-Message Sequence GeneratorOutputs a connection request (under 300 chars), a first follow-up, and a second follow-up — all personalized to the prospect. With your Anthropic API key, Claude writes them. Without it, smart templates do the job.
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📋
Pipeline TrackerLogs every prospect to a CSV with status, dates, and notes. Automatically calculates when follow-ups are due and surfaces overdue ones when you ask.
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📊
Outreach StatsSee your reply rate, pipeline by status, and total prospects tracked — in plain language, in your chat window.
Who it's for
B2B salespeople — filling your own pipeline without a full SDR team
Freelancers & consultants — doing consistent client outreach without it eating your day
Agency owners — prospecting for new business at scale
Founders — doing early customer discovery and sales in parallel
Recruiters — reaching out to candidates with something actually relevant to say
How it works
1
You say who you want to reach"Research Sarah Johnson, Head of Sales at Acme Corp, and write LinkedIn outreach."
2
Your agent researches themWeb searches their background, role, company, and recent activity. Builds a prospect profile automatically.
3
Generates 3 messagesConnection request (under 300 chars), first follow-up (after connecting), second follow-up (soft nudge). All tailored to the actual person.
4
Logs them to your trackerAdds the prospect to your pipeline CSV with a follow-up due date. Ask "what follow-ups are due?" anytime.
What's inside the download
Skill contents
- 📄
SKILL.md— Agent instructions, trigger phrases, full workflow - 📄
README.md— Customer-facing setup guide with examples - 🐍
scripts/prospect_research.py— Web research helper - 🐍
scripts/message_generator.py— 3-message sequence generator - 🐍
scripts/tracker.py— Pipeline CSV manager - 📝
references/message_templates.md— Copywriting frameworks (bonus) - 📝
references/icp_worksheet.md— Ideal Customer Profile worksheet (bonus)
Requirements
- → OpenClaw installed and running
- → Python 3.8+ (standard on macOS/Linux)
- → Anthropic API key (optional — for AI-powered messages. Skill works without it.)
Example prompts
"Research Marcus Lee, Founder at TechStartup and write LinkedIn outreach"
"Write a connection request to Chen Wei, VP Marketing at GlobalBrand"
"Add Sarah Johnson to my outreach tracker, status: connection_sent"
"What LinkedIn follow-ups are overdue?"
"Show me my outreach statistics"