shslab-org/shs-code ? reverse-engineered prompt

Build me a Python 3.11 app called SHS Code that acts like a persistent AI coding assistant for my own projects. I want it to be able to take a task, plan the work, make code changes, run checks, and verify the result instead of just chatting about it. It should remember past work across sessions, keep a lightweight journal and checkpoints, and support resuming unfinished tasks later.

Please include a simple command line experience, plus a small web server where I can send tasks and see progress. Make it able to work with different AI providers, and support local models too if possible. I also want basic tools for reading and editing files, running commands, and searching a codebase, with a way to extend it later using custom skills or external tool servers.

If you need current docs or API details, look them up online and use the latest info. Keep it practical, reliable, and focused on helping the agent actually do coding work.