aonyx-agent 0.4.0

The agent with a real memory palace — Knowledge Graph + Hybrid Search + Time-machine. Agent loop + the `aonyx` CLI.
Documentation 
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//! Lightweight intent classifier.
//!
//! Routes the user message into one of:
//! `Chitchat | Task | Recall | Code | Research`. The chosen bucket selects a
//! different prompt template and tool subset.

// TODO(V1): port Aonyx RAG `agent/classifier.py`.