sahil-mangla/atlas ? reverse-engineered prompt

Build me a Python command line app called ATLAS that helps turn an idea into a real software project with AI support.

I want it to guide a project through research, planning, architecture, and review, while keeping a clear human approval step for every AI draft so nothing gets saved unless I approve it. It should create readable proposal files in the repo, keep approved decisions and project history in a durable local workspace, and let me inspect project status, move stages forward, generate proposals, approve or reject them with feedback, and track knowledge that gets extracted along the way.

Please also include basic observability with local trace logs, optional Langfuse support, and a small evaluation runner so I can check command routing, workflows, and error handling. Make it feel polished and production ready, with good CLI help, sensible defaults, and clean docs for setup and usage. If you need to look up current docs online for any integrations, go ahead.