Agentic ✧ Gemma Inference for Android System Intelligence
Click to watch: The ASI trailer.
✧ GHOST is not an entertainment chatbot. ✧ Gemma Host is the AI integraition layer (harness) your Android device needed for a fully local integrated assistant features powered by Gemma models. Most "on-device AI" is a chatbot with no hardware feedback — it doesn't know what phone it's running on, what time it is, how bright the room is, or what's playing. GHOST does. Every response is grounded in real hardware state: battery, temperature, light, RAM, network, now-playing. Personal, device bound, native assistant. Even without a model the app still functions as an app launcher, system telemetry display, and camera wallpaper app rolled into one.
No subscription No data leaves your device Runs on any Android with NPU/GPU capable of LiteRT-LM (Qualcomm, Tensor, Exynos) MIT Licensed
✧ Gemma — The Ghost in the Shell A full Android app running Gemma 4 natively via LiteRT-LM.
Sees images (share from Gallery, or share screenshots) Hears audio (tap mic button to record, shake to cancel) Reads text (accessibility)
Always-on foreground service. Summoned by a shake. Present in your notification shade. Knows the room. Tool use: web search, app launch, clipboard, alarms, system info — all on-device.
✧ GHOST · Agentic Gemma Inference
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✧ Gemma: [Response] [Copy] [Read Again]
Responses appear as a persistent notification with TTS readout. One tap. No unlock required.
Zero-latency context: Background KV cache pre-warming keeps Gemma primed with your latest sensor state before you even open your mouth.
- Download the latest APK from Releases.
- Install and grant permissions (overlay, notifications, accessibility).
- Download a Gemma 4 model (Manually place
.litertlmor.taskvariant in app storage via drag and drop.). - Shake to summon.
The hardware caught up. A mid-range Android in 2026 carries more raw compute than the servers that ran GPT-2. The intelligence was always going to land here — on the device, in your pocket, offline-capable, sovereign. GHOST is what happens when you stop treating the phone as a terminal for someone else's cloud and start treating it as the computer it actually is.
TL:DR - I wanted this for a while and no one delivered. Google could've done this a year ago and are moving there incrementally. I got impatient.
"It only affects computers. And I am a motherfucking ghost." — Epsilon, Red vs Blue
Gemma 4 native via LiteRT-LM Sensor telemetry fusion (battery, temp, lux, RAM, now-playing) Tool use: alarms, apps, clipboard, system info Diary mode via Google Calendar cron Notification HUD with TTS GHOST branding + v4.0.0 Wake word: "Hey Ghost" Termux pipe (GHOST in Shell) Auto model downloader DroidRun agentic control App store release
- Repository:
vNeeL-code/GHOST - Support: Buy me a coffee
- Devlogs: tumblr
Intelligence emerges from Integration, not Automation. But integration can be automated