subgraph-extraction-analysis

Extract local subgraphs around phone numbers with node and edge structures.

Updated Jun 2, 2026
One-click install
npx skills add https://github.com/bettercallfan/deerflow --skill subgraph-extraction-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: subgraph-extraction-analysis
Source: https://github.com/bettercallfan/deerflow/tree/main/skills/custom/phone-network-analysis/subgraph-extraction-analysis
Command: npx skills add https://github.com/bettercallfan/deerflow --skill subgraph-extraction-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill solves the problem of analyzing the local relationships around a specific phone number, providing a detailed subgraph including nodes, edges, neighbors, and key roles within the network.

Core Features & Use Cases

  • Subgraph Extraction: Generate a 1 or 2-hop local subgraph around a central phone number.
  • Neighbor Analysis: Analyze the structure and identify key neighbors, local hubs, and bridge nodes.
  • Use Case: For example, you can use this skill to extract the network around a specific phone number and identify influential or critical nodes in that network.

Quick Start

To run the subgraph-extraction-analysis skill, simply provide the phone number ID you want to analyze, and specify the number of hops and the maximum number of nodes you wish to include in the subgraph.

Frequently Asked Questions about subgraph-extraction-analysis

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

FAQPage Schema
How do I extract a local subgraph from a phone network for a specific phone number?

You can extract a subgraph by providing a central phone number ID along with the desired number of hops and maximum nodes, which generates the local node and edge structure around that specific phone number within the phone network.

What is local network analysis and how does it identify key nodes in a phone network?

Local network analysis examines local relationships around a specific phone number to extract a subgraph, which identifies neighbors, local hubs, and bridge nodes that play critical roles within the phone network.

Can I control the size of the subgraph extracted during phone network analysis?

Yes, you can control the subgraph size during phone network analysis by specifying the number of hops, such as 1 or 2-hop, and the maximum number of nodes you wish to include in the extracted local network structure.

What is the best way to find bridge points and influential nodes connected to a phone number?

The best way to find bridge points and influential nodes connected to a phone number is to perform subgraph extraction to map the local network, followed by neighbor analysis to identify key roles within that local phone network structure.

Does subgraph extraction work for identifying local hubs in large phone networks?

Subgraph extraction works for identifying local hubs in large phone networks by limiting the extraction scope to a 1 or 2-hop radius around a central phone number, allowing detailed local network analysis without processing the entire graph.

What do I need to provide to start analyzing the local relationships around a specific phone number?

To start analyzing local relationships around a specific phone number, you need to provide the target phone number ID, the number of hops for the subgraph extraction, and the maximum number of nodes to include in the analysis.