Your shared screenshot
becomes useful.

Share it. Understand it.
Approve the outcome.

Share a screenshot or message → understand it locally → propose the next action → approve and execute it on the phone.

Small local models handle the interpretation; deterministic phone code handles permissions, dates, and writes.

Two verified boundaries
on the phone.

These are Android runtime captures from the canonical Pixel 7 / Android 35 baseline. Screenshot intake and private local vision processing are verified; the separate text-share path reaches an approved calendar write and undo. Screenshot OCR quality remains an honest open gate.

External share

The moment arrives privately.

Marmot receives the shared image and copies it into its private attachment storage before local processing.

Text share · approve, then act

The phone waits for you.

For shared text, the calendar preview shows the resolved time. The write happens only after approval and exposes an undo path.

Read the runtime log and limitations → · See sanitized before/after examples

Power for later,
when you need it.

Agent mode, voice, memory, research, MCP, and repo tools remain available for power users. They are Labs surfaces; the share-to-action loop is the product's first promise.

Agent mode

It plans. It uses tools. It checks its work.

A planner decomposes the task, fresh-context subagents execute each step with calculator, clock, chat search, and RAG tools, live ☑ check-offs tick by, and an optional judge scores the answer before you see it.

Voice

Talk to it. Bring it to meetings.

A hands-free conversation loop with an animated voice stage — plus meeting mode: continuous transcription, and say “Marmot, …” for a suggested contribution it will only speak when you tap.

Memory + RAG

It remembers — by meaning.

Facts about you, episodic summaries, imported documents, even whole GitHub repos — recalled with on-device embeddings and injected into every agent run.

Web research · opt-in

Research with receipts.

Flip one switch and the agent can search and read the web, citing sources. Leave it off and Marmot is provably offline.

Your data

Yours to carry away.

Markdown sharing, JSON backups to Drive or OneDrive via the share sheet, and safe re-import that never overwrites newer history. No cloud SDKs. No OAuth.

One champion per weight class.

The highest-rated open model at every size a phone can carry — byte-exact, benchmark-picked, re-evaluated as new models ship. Or import any .gguf of your own.