studio-thing

Analyze workshop_bot LLM token usage and cost from the agent_runs SQLite table. Use when Jamie wants to review spend, see cost-by-persona/job/model breakdowns, find expensive jobs, or optimize prompts. Reads apps/workshop_bot/data/workshop.db directly.

Read the workshop_bot log (`apps/workshop_bot/logs/workshop.log`) for the last N hours and report a concise health snapshot — persona presence, scheduler activity, anomalies (errors/warnings worth attention). Replaces the persistent Monitor task; designed to run on a schedule every couple hours but also useful ad-hoc when something looks off.

Run workshop_bot in the foreground locally with live monitoring of startup, errors, and connection events. Use when Jamie wants to bring up the four persona bots (Eddy, Linky, Marky, Patty + optional Thingy) directly — not as a launchd daemon — so we can iterate on changes and watch logs in real time.