Local intelligence development

Follow contributing for a bounded installation and test run. The root is a virtual workspace; target --package attocode-code-intel when selecting extras. PostgreSQL/Redis development infrastructure is described in service deployment. No global agent install is needed.

Use the existing clean-wheel and Docker CI checks for packaging changes. Keep models optional and use the quality controller for large corpus work. Do not delete shared caches or frozen studies.