agent-topology

Assemble optimal execution teams from requirements, capabilities, and constraints.

3|Updated May 28, 2026
One-click install
npx skills add https://github.com/mahg-es/araya --skill agent-topology
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-topology
Source: https://github.com/mahg-es/araya/tree/main/skills/agent-topology
Command: npx skills add https://github.com/mahg-es/araya --skill agent-topology

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

ARAYA Dynamic Agent Topology automates the assembly of optimal execution teams from requirements, capabilities, skills, trajectories, knowledge graph, and constitutional constraints, reducing coordination overhead and ensuring governance.

Core Features & Use Cases

  • Dynamically assemble teams that satisfy capability coverage and skill requirements for diverse projects.
  • Analyze workforce risk, identify single points of failure, and propose adaptive organizational designs.
  • Use topology templates (Web Platform, CLI Tool, Data Platform, AI Product, Security Initiative, Architecture Program) to map roles to projects and governance rules.

Quick Start

Provide a task description and let ARAYA assemble an optimal team using your requirements and constraints.

Frequently Asked Questions about agent-topology

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

FAQPage Schema
How do I assemble an optimal AI team for project requirements?

To assemble an optimal AI team, provide a task description and let the system dynamically form cross-functional teams from capabilities, skills, and constraints to ensure delivery success. It checks capability coverage and maps roles using topology templates.

What is dynamic agent topology for organization design?

Dynamic agent topology is an automated approach to organization design that assembles execution teams from requirements, trajectories, and knowledge graphs. It reduces coordination overhead by applying constitutional constraints and governance rules to team formation.

Can I use topology templates for data platform and security initiatives?

Yes, you can use topology templates for Web Platform, CLI Tool, Data Platform, AI Product, Security Initiative, and Architecture Program projects. These templates map roles to projects and apply governance rules for cross-functional team assembly.

How do I analyze workforce risk and single points of failure in team assembly?

You analyze workforce risk during team assembly by evaluating capability coverage and skill requirements against constitutional constraints. The system identifies single points of failure and proposes adaptive organizational designs to mitigate delivery risks.

What is the best way to route tasks with explainable team recommendations?

The best way to route tasks is using explainable team recommendations generated from capability analysis and knowledge graph data. This ensures tasks are assigned to cross-functional teams that satisfy governance rules and skill requirements.

When do I need capability analysis for cross-functional team formation?

You need capability analysis for cross-functional team formation when diverse projects require specific skill coverage and governance. It ensures assembled execution teams satisfy constitutional constraints and mitigates workforce risks like single points of failure.