Messaging & AI Agents

Everything is nodes: conversations, messages, tasks, notifications live in each user's home ({home}/inbox/..., {home}/outbox/...) in the raisin:access_control workspace. Agents have a mirror home in the ai workspace. The builtin raisin-messaging package (auto-installed with every repo) delivers between them; the builtin ai-tools package runs the agent.

Working reference app (read it before inventing anything): examples/shiftboard/ — Groq agent with tools that read/update nodes, proactive staff coordination via chat, in-app inbox-task UI, SvelteKit SSR frontend, plus repeatable test scripts (smoke.mjs, negotiation-test.mjs).

How direct chat works (the pipeline)