Document the full Base demo workflow

[codeforester]

Summary

• Expand the README quick start to cover the complete Base project loop.
• Document what each command proves about the base-demo project contract.
• Add short expected-output snippets for command discovery, run, and test.

Validation

• git diff --check

Closes #4