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agent-selector

Match task keywords to agent capabilities and load the selected system_prompt.

1|Updated Feb 2, 2026
Search Tags:#automation#delegation#agent#registry#capabilities#system-prompt#selector
One-click install
npx skills add https://github.com/justin-delano/Claude-Config --skill agent-selector-justin-delano
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-selector
Source: https://github.com/justin-delano/Claude-Config/tree/main/skills/core/agent-selector
Command: npx skills add https://github.com/justin-delano/Claude-Config --skill agent-selector-justin-delano

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Agent discovery and selection for task delegation to specialist AI agents. Load when routing tasks to experts to improve accuracy and efficiency.

Core Features & Use Cases

  • Read a local agents registry to discover available specialists.
  • Match task keywords to agent capabilities to identify the best fit.
  • Read the selected agent's config to adopt its system_prompt for aligned behavior.
  • Use Case: Delegate a domain-specific task (e.g., cybersecurity analysis) to the most capable agent and execute with its prompt context.

Quick Start

Identify the best specialist agent from the registry for the given task and load its system_prompt.

Frequently Asked Questions about agent-selector

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

FAQPage Schema
How do I delegate a task to a specialist AI agent?▼

To delegate a task to a specialist AI agent, the system matches your task keywords to agent capabilities in a local registry, loading the best matching agent's system prompt to execute the work.

What is task delegation to expert agents used for?▼

Task delegation to expert agents is used to improve accuracy and efficiency in complex reasoning or domain-specific work, routing requirements like cybersecurity analysis to specialized system prompts.

How does agent selection work when matching task keywords to capabilities?▼

Agent selection works by reading a local agents registry to discover available specialists, matching task keywords against registered agent capabilities, and adopting the selected agent's system prompt for aligned behavior.

What happens if no specialist agent matches my task keywords in the registry?▼

If no specialist agent matches your task keywords in the registry, the system defaults to no delegation, ensuring tasks proceed without a specialized system prompt rather than forcing an incorrect match.

Do I need a local agents registry to use automated agent selection?▼

Yes, you need a local agents registry to use automated agent selection, as the system reads this registry to discover available specialists and load their specific system prompts for task execution.

Can I apply agent delegation for domain-specific tasks like cybersecurity analysis?▼

You can apply agent delegation for domain-specific tasks like cybersecurity analysis by matching the task to a capable agent in the registry and executing the task with its specialized prompt context.

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