dvcrn LinkedIn Prospector
Score LinkedIn prospects by signal strength before reaching out.
This skill helps your OpenClaw agent evaluate whether a prospect is worth contacting right now - based on observable signals, not guessing.
What this skill does
Your agent reads a prospect list and assigns each person a score:
Score 3 - Contact now:
- New job in last 90 days AND your offer is relevant to their role
- Company raised funding in last 6 months
- Published a post in last 7 days that relates to your offer
- Actively hiring for roles that indicate a problem you can solve
Score 2 - Optional:
- Weaker versions of the above (older signals, indirect relevance)
Score 0-1 - Skip:
- No detectable signal
- Skipping score 0-1 prospects is the main reason high-performing outreach works
How to use
Load this skill into your OpenClaw agent:
SKILL signal-lead-finder.md
Then give your agent a prospect list (CSV or plain text with first name, LinkedIn URL, company, title).
Ask:
"Review this prospect list. Apply signal-lead-finder.md.
Score each person 0-3. Sort by score descending.
Show me the top 10 with their specific signals."
Your agent will then draft outreach messages only for score-3 prospects (if you use outreach-sequence.md from the full pack).
What this skill does NOT do
This is a scoring and decision framework, not a browser automation tool. Your agent reads context (prospect info you provide) and applies the scoring rules. It does not log into LinkedIn or send messages automatically - any message sending uses your agent's normal capabilities and requires your review.
Scoring rules
The agent applies this logic:
Signal check:
- New job (<90 days): +2 if role matches your ICP
- Funding (<6 months): +2 if company stage matches
- Recent post (<7 days): +1 if topic overlaps with your offer
- Active hiring: +1 if roles indicate the problem you solve
Score 3: multiple strong signals, contact now
Score 2: single weak signal, optional
Score 0-1: no signal, skip
Why signal scoring matters
Outreach without signal scoring gets 3-5% reply rate (industry average). Outreach with signal scoring gets 25-35%+ reply rate.
The difference is not the message quality. It is whether the person has a reason to care right now.
Full methodology pack
This is the free signal-scoring skill. The full pack includes:
- signal-lead-finder.md (this file)
- outreach-sequence.md - message structure and follow-up timing rules
- message-quality-check.md - quality scoring (0-5) before sending
- setup-course.md - ICP definition, list building, campaign setup
- winning-examples.md - 10 annotated message examples with scores
- sales-fundamentals.md - the 70/30 rule and forbidden words
Full pack: https://openclaw-courses-fawn.vercel.app - €14.99, delivered by email.
Built by Romain Rabreau, founder of Recon0x. Contact: romain@recon0x.com