Run Karpathy-style fixed-budget optimization loops for one approved asset and one objective score. Use when the user asks to optimize, auto-research, run overnight experiments, improve a prompt/tool/copy/config, or turn 'is it good?' into a number.
Store and recall personal facts, preferences, and profile details for the user. Use when the user shares personal info ('my name is', 'I live in'), asks 'what's my…', or says 'do you remember'.
Stores user corrections and preferences as learnings to improve future responses. Use when the user corrects a mistake, states a preference, or says 'remember that', 'from now on', or 'I prefer'.
Schedule proactive push notifications and one-shot nudges for users. Use when the user asks for a future reminder, notification, alert, or nudge like 'remind me at 3pm' or 'notify me tomorrow morning'.
Create, view, reschedule, and cancel calendar events and appointments. Use when the user asks to schedule a meeting, check their calendar, book an appointment, reschedule, or set a reminder for an event.
Connect and manage messaging channels (Telegram, Discord, WhatsApp) through conversation
Manage shopping lists -- add items, view lists, remove items, and clear completed
Control Home Assistant devices (lights, switches, thermostats, sensors)