Social Graph Ranker

A weighted graph traversal engine that scores your X and LinkedIn connections by how well they bridge to a target list. You feed it a priority set of people or companies, and it runs decay-weighted path analysis to tell you which mutuals offer the strongest warm intro routes versus where you should just go direct. The math is clean: base bridge score plus second-order expansion, adjusted for engagement history. Use this when you need the ranking layer itself, not the full lead-gen or network-pruning workflow that sits on top. Honestly most useful if you're doing systematic outreach at scale and need to prioritize intro asks across a big network.

Install to Claude Code

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