Skill Router FAQs

Question 1

Does Skill Router run locally, and is it cost-effective?

Accepted Answer

Yes, Skill Router is designed to run entirely locally and cost-effectively. It integrates with Ollama to serve the FunctionGemma model, eliminating API costs and ensuring minimal resource usage on your machine.

Question 2

What kind of skills can I use with Skill Router?

Accepted Answer

You can create your own skills in markdown or leverage a rich ecosystem of existing skills. Skill Router supports the Agent Skills specification, allowing access to official Anthropic skills and various community-contributed skills for diverse tasks.

Question 3

What is Skill Router and how does it optimize LLM context?

Accepted Answer

Skill Router is a lightweight MCP server that provides AI agents with on-demand access to specialized skills. It optimizes LLM context by storing skills externally and letting agents fetch only what's needed, preventing context window stuffing and reducing operational costs.

Question 4

What technology powers Skill Router's semantic matching?

Accepted Answer

Skill Router is powered by FunctionGemma, Google's specialized model for function calling and tool use. It excels at understanding user intent and semantically matching it to the right skills, running fast and cost-effectively via Ollama.

Question 5

How are skills stored and accessed with Skill Router?

Accepted Answer

Skills are stored externally in simple markdown files, following the standardized Agent Skills specification. Agents query Skill Router, which uses FunctionGemma for semantic matching to provide the relevant skill instructions and scripts on-demand.

Skill Router

Skill Router

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