Social Graph Ranker

A weighted graph-ranking engine that tells you which of your LinkedIn or X connections can best introduce you to specific targets. It calculates bridge scores using exponential decay across hops, expands second-order paths for high-value mutuals, and factors in engagement history. You get tiered lists: warm intro candidates, conditional paths, and gaps where you need direct outreach. The math is clean and the workflow is narrow. Use this when you want the ranking layer itself, not the full outbound pipeline that lead-intelligence wraps around it or the pruning logic in connections-optimizer. It's the core pathfinding piece pulled out so you can run it standalone when all you need is "who should I ask to make this introduction."

Install to Claude Code

npx -y skills add affaan-m/ecc --skill social-graph-ranker --agent claude-code