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subagent-routing

Analyze work-shape classifications and persona suitability to recommend subagent routing.

2|Updated May 3, 2026
Search Tags:#automation#workflow#routing#agent#dispatch#persona
One-click install
npx skills add https://github.com/lukeivers/loam --skill subagent-routing
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: subagent-routing
Source: https://github.com/lukeivers/loam/tree/main/plugins/dev-sdlc/skills/subagent-routing
Command: npx skills add https://github.com/lukeivers/loam --skill subagent-routing

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides precise recommendations for routing work-shapes to appropriate subagent personas, improving automation efficiency and consistency in AI dispatch workflows.

Core Features & Use Cases

  • Work-shape classification: Determines the nature of the dispatched task to suggest suitable personas.
  • Persona match validation: Checks if the recommended persona matches the task's work-shape and constraints.
  • Use Case: When authoring a dispatch brief for an amendment cycle, this Skill recommends routing to loam-builder or defaults to general-purpose when boundary conditions are detected, streamlining the decision process.

Quick Start

Use the subagent-routing skill to identify the best subagent persona for a given task based on its scope and constraints.

Frequently Asked Questions about subagent-routing

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

FAQPage Schema
What is subagent routing in AI dispatch workflows?▼

Subagent routing recommends appropriate AI agent personas for dispatch tasks by analyzing work-shape classifications and boundary conditions. It evaluates task scope and tool restrictions to select the correct agent type for workflow automation.

How do I determine the best agent persona for a specific task scope?▼

To determine the best agent persona, classify the task's work-shape and validate persona suitability against boundary constraints. This process matches the task scope to the correct agent profile, streamlining dispatch decisions for automation workflows.

When should I default to a general-purpose agent during task dispatch?▼

You should default to a general-purpose agent when boundary conditions are detected during work-shape classification. If the task scope violates specific persona constraints or tool restrictions, the routing logic falls back to a general dispatch profile.

Can I use automated routing for complex workflow automation tasks?▼

Yes, you can use automated routing for complex workflow tasks by evaluating work-shape classifications and persona match validation. The routing mechanism handles boundary checks and tool restrictions to maintain dispatch accuracy across varying automation scopes.

What are the limitations of using persona-based routing for task automation?▼

The limitation of persona-based routing is that boundary conditions can invalidate specific persona matches, forcing a default to general-purpose agents. Task scope and tool restrictions must align with the persona profile to maintain routing accuracy.

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