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agent-selector

Route tasks to specialized agents based on orchestration levels and domain complexity.

Updated Aug 23, 2026
Search Tags:#context management#task management#AI workflow#delegation#orchestration#agent routing#specialized agents
One-click install
npx skills add https://github.com/djimontyp/task-tracker --skill agent-selector
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-selector
Source: https://github.com/djimontyp/task-tracker/tree/main/.claude/skills/agent-selector
Command: npx skills add https://github.com/djimontyp/task-tracker --skill agent-selector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill intelligently routes tasks to the most appropriate AI executor (direct execution or specialized agent), optimizing for quality, context preservation, and efficiency, so you don't have to manually decide who does what.

Core Features & Use Cases

  • Orchestration Level Routing: Directs tasks based on pre-determined orchestration levels (Level 0-3) to the main agent, a single agent, a parallel coordinator, or an epic orchestrator.
  • Domain-Specific Matching: Matches tasks to specialized agents (e.g., fastapi-backend-expert, react-frontend-architect) based on domain complexity and keywords.
  • Delegation ROI Calculation: Evaluates the return on investment for delegation, considering quality gain, context savings, and overhead cost.
  • Use Case: After a task is broken down, this skill automatically decides if a complex backend task should go to fastapi-backend-expert or if a simple typo fix should be handled directly, saving you time in manual routing.

Quick Start

This skill is typically invoked automatically after task breakdown.

To manually trigger for a specific task:

Invoke skill with:

task_description: "Implement OAuth2 flow in FastAPI."

orchestration_level: 1 # (or 0, 2, 3, if known)

The skill will recommend the optimal agent and prepare the delegation prompt.