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knowledge-graph

Organize organizational artifacts into a connected knowledge graph for governance and impact analysis.

3|Updated May 28, 2026
Search Tags:#governance#organization#knowledge-graph#impact-analysis#query-engine#entity-relationship#graph-visualization
One-click install
npx skills add https://github.com/mahg-es/araya --skill knowledge-graph-mahg-es
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-graph
Source: https://github.com/mahg-es/araya/tree/main/skills/knowledge-graph
Command: npx skills add https://github.com/mahg-es/araya --skill knowledge-graph-mahg-es

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Organizes isolated organizational artifacts into a connected knowledge graph to enable governance, impact analysis, and informed decision-making across agents, skills, technologies, projects, requirements, and standards.

Core Features & Use Cases

  • Entity-relationship modeling for agents, skills, technologies, projects, requirements, and trajectories.
  • Interactive querying, impact analysis, and governance visualization to reveal ownership, dependencies, and influence.
  • Use Case: Organizational governance, capability planning, and cross-domain decision support.

Quick Start

Import your organizational artifacts and run a sample graph query to explore relationships.

Frequently Asked Questions about knowledge-graph

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

FAQPage Schema
How do I build a knowledge graph from organizational artifacts for impact analysis?▼

To build a knowledge graph for impact analysis, you import existing organizational artifacts like specs, preferences, and trajectories. The skill organizes these isolated files into a deterministic, connected entity-relationship model for querying.

What is organizational knowledge graph governance and how does it work?▼

Organizational knowledge graph governance connects isolated artifacts like agents, skills, and projects into a unified graph. It uses a deterministic, file-based structure inferred from your existing specs to reveal ownership and dependencies.

Can I use a file-based graph to query dependencies across agents, skills, and projects?▼

Yes, you can use this file-based graph to query dependencies across agents, skills, technologies, and projects. It infers relationships directly from your existing specs, metrics, and trajectories without requiring a complex database.

What's the best way to visualize entity relationships for organizational capability planning?▼

The best way to visualize entity relationships for capability planning is to import your organizational artifacts into a connected graph. This enables interactive querying and governance visualization to reveal cross-domain dependencies and influence.

Does this knowledge graph approach work for cross-domain decision support without external dependencies?▼

Yes, this knowledge graph approach supports cross-domain decision support without external dependencies. It applies a deterministic, file-based graph inferred from your existing organizational artifacts to map requirements and standards.

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