One-click install
npx skills add https://github.com/RedClaus/cortex --skill gf-router-redclaus
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gf-router
Source: https://github.com/RedClaus/cortex/tree/main/core/plugins/gateflow/skills/gf-router
Command: npx skills add https://github.com/RedClaus/cortex --skill gf-router-redclaus

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill acts as the central nervous system for GateFlow, intelligently understanding user requests and directing them to the most appropriate tool or agent for efficient problem-solving.

Core Features & Use Cases

  • Semantic Intent Classification: Understands the user's goal beyond keywords.
  • Confidence Scoring: Assesses certainty to determine routing strategy.
  • Expand Mode Orchestration: Engages in clarifying dialogue for ambiguous requests.
  • Use Case: A user says, "Help me with the FIFO." The router asks clarifying questions about whether they want to create, debug, or understand a FIFO, then routes to the correct agent.

Quick Start

Use the gf-router skill to classify the user's intent from the query "I need a 4-stage pipeline register with valid/ready".

Frequently Asked Questions about gf-router

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

FAQPage Schema
How does semantic intent classification route user queries to agents?

When routing ambiguous queries, the expand mode mechanism engages in clarifying dialogue to gather necessary context, asking questions to determine exactly what the user wants before handing off to the correct agent.

How do I orchestrate synchronous skill invocation versus asynchronous agent execution?

You orchestrate synchronous skill invocation and asynchronous agent task execution through a defined handoff protocol that manages the dispatch and execution of classified intents across the available tools.

What is the best way to handle ambiguous natural language requests in agent orchestration?

The best way to handle ambiguous natural language requests is using an expand mode that orchestrates clarifying dialogue, assessing confidence scores to determine if more context is needed before routing.

Can I use confidence scoring to determine routing strategy for natural language understanding?

Yes, you can use confidence scoring to determine the routing strategy, as the system assesses certainty levels to decide whether to directly invoke a skill or trigger expand mode for clarification.