social-graph-ranker

Ranks weighted social graph connections for warm intros and bridge scoring.

2|Updated Apr 14, 2026
One-click install
npx skills add https://github.com/klu-dev/porting-ecc-to-vscode --skill social-graph-ranker-klu-dev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: social-graph-ranker
Source: https://github.com/klu-dev/porting-ecc-to-vscode/tree/main/.github/skills/social-graph-ranker
Command: npx skills add https://github.com/klu-dev/porting-ecc-to-vscode --skill social-graph-ranker-klu-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps you rank your connections in a social graph for warm intros, bridge scoring, and network gap analysis, enabling targeted outreach strategies.

Core Features & Use Cases

  • Rank Connections: Evaluate mutuals by intro value, bridge paths, and engagement.
  • Warm Intro Discovery: Identify the best candidates for warm intros.
  • Bridge Scoring: Measure the value of connections across different levels of the network.
  • Use Case: For a sales representative, this Skill can help identify key contacts for a cold outreach campaign by ranking them based on their potential value and the strength of their network connections.

Quick Start

Run the skill with the following command: 'social-graph-ranker --target [Target List] --network [Network Platform] --weights [Weighting Priorities]'

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 my LinkedIn network for warm intros to specific targets?

Rank your LinkedIn network for warm intros by applying custom weights to mutual connections and target sets. This social graph ranker evaluates connection strength and bridge paths to identify the most suitable contacts for targeted outreach.

What is bridge scoring in social graph analysis?

Bridge scoring in social graph analysis measures the value of connections across different network levels. It evaluates mutuals by intro value, bridge paths, and engagement to quantify how effectively a contact links you to a desired target.

How do I identify network gaps and high-value connections for sales outreach?

Identify network gaps and high-value connections by analyzing your social graph with weighted mutual connections. The system ranks contacts based on potential intro value and network strength, enabling targeted sales outreach strategies.

Can I use custom weighting priorities for mutual connections on X and LinkedIn?

Yes, you can apply custom weighting priorities to mutual connections on platforms like X and LinkedIn. The ranker requires access to your social graph and allows you to prioritize specific target sets and connection strengths.

What's the best way to find the strongest bridge paths between my network and a target list?

The best way to find strong bridge paths is running a weighted social graph ranker with your target list and network platform. It evaluates mutual connections and bridge scores to surface the optimal contacts for warm intros.

Do I need to export my social graph before running network gap analysis?

You need access to your social graph on platforms like X or LinkedIn before running network gap analysis. The skill requires this network data alongside your specified target list and custom weighting priorities to generate accurate rankings.