[Lifeloop AI] Claude tool-use agent: natural-language commands

[sja-thedude]

"Remind me to call Mom tomorrow at 6pm and tag it Family" → agent calls createTask tool. Anthropic SDK with prompt caching on the system prompt + tool defs.

Acceptance criteria

• Tools: createTask, createNote, searchNotes, scheduleReminder
• Multi-turn tool use with confirmation step
• Streaming UI; cost telemetry per call