Social Graph Ranker

Canonical weighted graph-ranking layer for network-aware outreach.

Use this when the user needs to:

• rank existing mutuals or connections by intro value
• map warm paths to a target list
• measure bridge value across first- and second-order connections
• decide which targets deserve warm intros versus direct cold outreach
• understand the graph math independently from lead-intelligence or connections-optimizer

When To Use This Standalone

Choose this skill when the user primarily wants the ranking engine: