Build your own coding assistant

Everything you've built on so far was code you didn't write: the scaffolded app, Copilot's own agent. Now you write the thin layer yourself: a small coding assistant, backed by the same neo4j-agent-memory, pointed at the same database.

Point Copilot at the real pattern, not a first draft to fix later: reference/coding_assistant.py, already in this repo.