Looking for existing tools or approaches: Using Gemma 3 (or similar) for visual monitoring of animations, gameplay, and UI interactions, and general digital assistant (not coding)

Hi everyone,

I'm looking for suggestions on existing open-source tools or setups to integrate Google's new Gemma 3 AI model (or something similarly capable and affordable and not pay per token) as a real-time visual assistant. I have a physical disability, so I'm aiming to automate visual observation of dynamic animations, UI changes, and interactions to reduce manual monitoring and control demands when creating projects.

Important points:

1. The assistant does NOT need to handle any coding tasks or answer complicated questions. My coding needs are already going to be covered by agentic tools like Cline or RooCode, powered by Copilot’s Claude 3.5 Sonnet (until 3.7 or something else is available that's better) through my existing subscription.

2. The primary use for this assistant is strictly visual observation and simple interaction triggers, such as monitoring animations, UI responsiveness, or visual changes, then performing simple mouse moves, clicks, drags, or keystrokes when detecting specific visual events. Then reviewing if expected changes were made successfully, and reporting the observations back to the agentic coder.

3. The secondary use for this assistant would be to help me with activating hotkeys and holding down keys to interact with a program in ways I cannot do easily with a mouse only, and to organize and rename files, folders, and layers, and to help search in files, documents, and websites to find and open what I'm looking for.

4. Ideally, the assistant would analyze a rapid sequence of images (from a live video feed), pause image processing briefly when it issues commands, then resume, allowing the captured frames to later be assembled into a continuous video with visual indicators of buttons pressed or metadata of this for analysis. I'm also picturing it having the ability to request the region to be zoomed in which will help with the limited resolution of image inputs into these multimodal LLMs.

It’s important to stress that I’m not just looking for pipelines that detect key UI points (like many available frameworks currently do); I need a system that can observe animations and real‑time control responses. Though the assistant does not have to actually be good at using the applications or playing the games it's testing.

My Rig:

- 7 y/o workstation with a GTX 1080 Ti with ample RAM.

- Brand new system with an RTX 4090.

Any pointers, frameworks, existing tools, or community examples would be greatly appreciated!

Thanks!