IRISX-AI/IRIS-Zero ? reverse-engineered prompt

Build me a private local first AI terminal app that I can run on my own machine.

I want it to let me type or speak natural language commands like open a project, run npm install, create files, explain errors, find TODOs, and kill a port, then execute those actions locally with live terminal feedback. It should feel like an offline command line assistant, not a chatbot, and everything should stay on device with no cloud calls, no telemetry, and no API keys.

Please make it work with local AI through Ollama, speech to text through Whisper, and spoken replies through local text to speech. Keep it simple to start, but make the app usable, with a clean command line flow, project aware file access, and safe terminal execution. If you need to check current docs for the local AI or voice pieces, look them up online first.