graph

Route natural language questions to knowledge graph scripts and interpret results.

1|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/wtyler2505/ProtoPulse --skill graph-wtyler2505
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: graph
Source: https://github.com/wtyler2505/ProtoPulse/tree/main/.agents/skills/graph
Command: npx skills add https://github.com/wtyler2505/ProtoPulse --skill graph-wtyler2505

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables rapid analysis of knowledge graphs by routing natural language questions to graph operations and presenting results in domain-aware terminology.

Core Features & Use Cases

  • Routes natural language queries to graph scripts (health, triangles, bridges, clusters, hubs, siblings, and traversal).
  • Interprets results using domain vocabulary and suggests concrete next steps to act on insights.
  • Supports an interactive mode that maps natural language to a specific graph operation for targeted exploration.

Quick Start

Describe a knowledge-graph problem in plain language and ask the graph skill to return structured, actionable insights.

Frequently Asked Questions about graph

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

FAQPage Schema
How do I analyze a knowledge graph using natural language questions?

Analyze a knowledge graph by submitting natural language questions that are routed to graph scripts. The system interprets the results using domain vocabulary and suggests concrete next steps to act on the insights, covering health checks, triangles, and bridge detection.

What kind of graph operations can I run through natural language queries?

You can run graph operations including health checks, triadic analyses, bridge detection, cluster exploration, hub identification, sibling mapping, and traversal. Natural language queries map to these specific graph scripts for targeted exploration of your network.

Can I explore graph clusters and bridges without writing custom scripts?

Yes, you can explore graph clusters and bridges without custom scripts by using the interactive mode. This mode maps natural language questions directly to specific graph operations, returning structured insights and actionable recommendations based on domain vocabulary.

What is the best way to find structural vulnerabilities in a knowledge graph?

The best way to find structural vulnerabilities in a knowledge graph is by running health checks and bridge detection operations. These identify critical connections and structural weaknesses, with results interpreted using domain vocabulary to suggest actionable next steps.

Does knowledge graph analysis provide actionable recommendations or just raw data?

Knowledge graph analysis provides actionable recommendations alongside raw data. It interprets graph script results using domain vocabulary and suggests concrete next steps, turning structural insights from operations like traversal and cluster exploration into actionable recommendations.