# IDEA.md -- Project Idea

## What is this?
A lightweight, Minecraft-specific AI assistant built by adapting `qwen3-coder` (not training from scratch). It should act as an operations copilot for Sethpc Minecraft servers: generating correct commands, troubleshooting logs, and safely automating repetitive admin tasks.

## Problem it solves
General-purpose models carry broad knowledge and can feel heavy, expensive, and inconsistent for Minecraft server operations. This project narrows focus to Minecraft workflows so responses are faster, cheaper, and more accurate for tasks like RCON command generation, event parsing, world border automation, and 1.21 syntax correctness.

## Constraints / preferences
- Base model: `qwen3-coder` (adapt/fine-tune with LoRA/SFT)
- Scope: Minecraft ops assistant (not a full new foundation model)
- Prioritize tool use + guardrails over memorization
- Must understand local homelab server context and documented workflows
- Prefer iterative approach: baseline -> dataset -> fine-tune -> eval -> deploy
- Safety: command allowlists, destructive-action confirmations, auditable logs