skill-router

Intelligent Task Routing for Complex AI Workflows

Skill Router is a high-performance orchestration layer designed for developers building multi-agent systems or complex tool-use pipelines. It solves the "Swiss Army Knife" problem: when an agent has too many tools, accuracy drops and latency rises. This skill acts as a specialized dispatcher that intelligently analyzes intent and routes tasks to the most appropriate domain-expert agent or toolset.

What it does

• Intent Classification: Semantically analyzes user prompts to determine the core objective.
• Dynamic Capability Matching: Maps tasks to available skill sets using a sophisticated scoring mechanism.
• Parameter Extraction: Reformats raw inputs into structured schemas required by the target downstream tool.
• Conflict Resolution: Handles ambiguous requests by asking clarifying questions or weighting the best-fitting route.

Why use this skill?

Instead of manually writing long lists of system instructions to manage tool selection, Skill Router provides a modular, scalable way to manage expert hands-offs. It reduces token overhead by only providing relevant context to the final execution agent and significantly improves success rates for complex, multi-step operations.

Specifications

• Support: Compatible with LangChain, CrewAI, and custom REST-based agent architectures.
• Output: Returns clean JSON containing the target destination, extracted parameters, and a confidence score.