social-graph-ranker

Ranks weighted social graphs to identify connections for warm intros and bridge scoring.

Updated Nov 19, 2025
One-click install
npx skills add https://github.com/Sake-Team/SmartSake --skill social-graph-ranker-sake-team
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: social-graph-ranker
Source: https://github.com/Sake-Team/SmartSake/tree/main/backup/skills/social-graph-ranker
Command: npx skills add https://github.com/Sake-Team/SmartSake --skill social-graph-ranker-sake-team

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a tool for analyzing and ranking social graphs, aiding in warm intro discovery, bridge scoring, and network gap analysis.

Core Features & Use Cases

  • Social Graph Analysis: Weighted ranking of mutual connections based on intro value, bridge value, and network gap analysis.
  • Use Case: Identify the best connections to introduce you to a target list or rank your mutuals by their potential to get you to certain people.

Quick Start

Use the social-graph-ranker skill to rank my mutuals by who can introduce me to [target person or company].

Frequently Asked Questions about social-graph-ranker

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I rank mutual connections for warm intros to a target company?

Social graph analysis ranks mutual connections by applying weighted metrics to calculate intro value and bridge scores, identifying the optimal intermediaries to reach your target company. This network gap analysis highlights the strongest paths for warm outreach.

What is network gap analysis in social graph ranking?

Network gap analysis in social graph ranking identifies missing links between your network and target contacts. By evaluating weighted metrics and bridge scores, it highlights where mutual connections can bridge structural holes to facilitate warm introductions.

How do I find the best path to introduce me to a specific person using network analysis?

You can find the best introduction path using graph traversal algorithms that evaluate mutual connections for bridge scoring. Social graph ranking applies signal scoring mechanisms to weight each connection's intro value, surfacing the most effective route to the target person.

Can I use this social graph ranker for targeted outreach strategy?

Yes, you can use this social graph ranker for outreach strategy by analyzing weighted metrics to prioritize your mutuals. It identifies which connections hold the highest bridge value and intro potential, allowing you to focus outreach efforts on the most viable warm paths.

What algorithms are needed for social graph analysis and bridge scoring?

Social graph analysis and bridge scoring require graph traversal algorithms to navigate connections and signal scoring mechanisms to weight intro value. These algorithms calculate structural bridges within your network, identifying the strongest mutual connections for warm intros.