ai-integration

Route AI inference to local Ollama models before paid API calls.

Updated Aug 23, 2026

Search Tags:#routing #ai #cost-optimization #ollama #local-models #local-first

One-click install

npx skills add https://github.com/najahpokkiri/axis-spatial-tool --skill ai-integration

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: ai-integration
Source: https://github.com/najahpokkiri/axis-spatial-tool/tree/main/.claude/skills/ai-integration
Command: npx skills add https://github.com/najahpokkiri/axis-spatial-tool --skill ai-integration

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill outlines a Local-First AI integration strategy that emphasizes using free local models (Ollama) before making paid API calls.

Core Features & Use Cases

Local-First Inference: Pull models via Ollama to reduce cloud costs.
Cost-Aware Routing: Sample routing table that chooses local models first and escalates only when necessary.
Environment & Configuration: Guidance on configuring model IDs and regions.

Quick Start

Install Ollama, pull recommended models (e.g., llama3.2:3b, qwen2.5-coder:7b), and set up a simple routing table to start using local models before cloud APIs.