2026-07-31 — Personal assistant can plan a next step

Tell your Life OS assistant what you need; it recalls memory, picks a tool, and still asks before changing anything important.

Cognition step

After you spawn a personal run, you can send a natural-language turn:

POST /v1/api/agi/runs/:id/step

The assistant recalls related memory, plans a tool (via the intelligence gateway when configured, otherwise simple rules), then runs that tool through the same confirm flow as before.

Set "execute": false if you only want the plan.

Domain packs

Shopping, groceries, and billing tools are available under capability tokens. List packs with GET /v1/api/mcp/packs.