synthetic-sciences/openscience ? reverse-engineered prompt

Build me an open source AI workbench for scientific research that runs locally and opens in the browser.

I want to give it a research goal, then have it read papers, pull data from scientific databases, write and run code, run experiments, analyze results, and draft a write up at the end. It should feel like a real collaborator for machine learning, biology, physics, and chemistry work.

Please include a clean workspace with a file tree, editor, terminal, session history, and inline previews for things like plots and scientific visuals. I also want a command line entry point to start the app, connect API keys from different model providers, and choose between research and specialist agents. Make it support custom tools, plugins, and project config, and keep everything model agnostic so I can use either hosted or local models. If you need to check current docs or APIs, look them up online as you build.