hex-inference

Configure inference providers and map local models to hex agent tiers.

4|Updated Mar 16, 2026
One-click install
npx skills add https://github.com/gaberger/hex --skill hex-inference
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hex-inference
Source: https://github.com/gaberger/hex/tree/main/.claude/skills/hex-inference
Command: npx skills add https://github.com/gaberger/hex --skill hex-inference

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manage inference providers (Ollama, vLLM, OpenAI-compatible) and map local models to hex agent tiers to route tasks.

Core Features & Use Cases

  • Discover and register inference providers
  • Map models to agent tiers for efficient routing
  • Test connectivity and validate model mappings across providers
  • Use cases: add ollama provider, configure a local model, adjust provider mappings

Quick Start

Register an Ollama provider, map a local model to a hex tier, and verify the configuration with a provider list.

Frequently Asked Questions about hex-inference

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

FAQPage Schema
How do I configure an Ollama provider for local inference?

To configure an Ollama provider for local inference, you discover and register the provider, map your local models to specific hex agent tiers, and verify the setup by testing connectivity and listing the provider configuration.

Can I map local models to specific agent tiers for task routing?

Yes, you can map local models to hex agent tiers to route tasks efficiently. This aligns models with the correct agent tiers, allowing appropriate task distribution across your configured inference providers.

Does this support OpenAI-compatible and vLLM inference providers?

Yes, it supports OpenAI-compatible and vLLM inference providers. You can discover, register, and test connectivity across these providers to ensure proper model mapping and tier-alignment for your agents.

What is the best way to test inference provider connectivity and model mappings?

The best way to test inference provider connectivity and model mappings is to validate the configuration across your registered providers. This verifies that local models are correctly aligned with hex agent tiers for routing.

Why are my local models not routing to the correct agent tiers?

Local models fail to route to the correct agent tiers if inference provider mappings are misconfigured. Adjust the model mappings and verify provider connectivity to ensure proper tier-alignment.