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gonzalezpazmonica
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smart-routing

Route user intents to relevant command categories and prioritize frequent usage.

47|10|Updated Feb 22, 2026
Search Tags:#routing#discovery#prioritization#commands#tool selection#intent
One-click install
npx skills add https://github.com/gonzalezpazmonica/pm-workspace --skill smart-routing-gonzalezpazmonica
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: smart-routing
Source: https://github.com/gonzalezpazmonica/pm-workspace/tree/main/.claude/skills/smart-routing
Command: npx skills add https://github.com/gonzalezpazmonica/pm-workspace --skill smart-routing-gonzalezpazmonica

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines interactions with a large command catalog by intelligently routing user requests to the most relevant tools, optimizing efficiency and reducing cognitive load.

Core Features & Use Cases

  • Intent Classification: Accurately determines user intent from natural language input.
  • Dynamic Tool Loading: Loads only necessary tools based on identified intents, improving performance.
  • Usage-Based Prioritization: Prioritizes frequently used commands for faster access.
  • Use Case: When a user asks "What's the status of the sprint?", the skill identifies the 'sprint status tracking' intent, loads relevant commands like sprint-status and board-flow, and suggests them to the user.

Quick Start

Use the smart-routing skill to find the best command for checking sprint status.

Frequently Asked Questions about smart-routing

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

FAQPage Schema
What is intelligent command routing for large catalogs?▼

Intent classification determines user intent from natural language input, enabling dynamic tool loading based on identified intents. This ensures only relevant commands are surfaced, improving performance within large-scale agentic systems.

How do I find the right command for a specific task using intent classification?▼

Intent classification determines user intent from natural language input, enabling dynamic tool loading based on identified intents. This ensures only relevant commands are surfaced, improving performance within large-scale agentic systems.

How does dynamic tool loading improve command retrieval?▼

Usage-based prioritization accelerates command access by ranking frequently used commands higher. This ensures faster retrieval and streamlined interactions when routing user requests to relevant tools.

Can I prioritize frequently used commands for faster access?▼

Usage-based prioritization accelerates command access by ranking frequently used commands higher. This ensures faster retrieval and streamlined interactions when routing user requests to relevant tools.

What is the best way to manage tool discovery in a large-scale agentic system?▼

The best approach is context-aware suggestion generation combined with intent classification. This maps user intent to relevant command categories, enabling efficient tool discovery and dynamic loading across extensive catalogs.

Does command routing require dependencies to function?▼

No dependencies are required. The command routing skill operates independently using scripts and references to map user intent to relevant command categories and generate context-aware tool suggestions.

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