# agents-io/PokeClaw

PokeClaw (PocketClaw) — first on-device AI that controls your Android phone. Gemma 4, no cloud, no API key. Poke is short for Pocket.

Repository: https://github.com/agents-io/PokeClaw
Canonical: https://ross.abutalabs.com/products/pokeclaw
Language: Kotlin
License: Apache-2.0
License Family: permissive
Topics: accessibility, ai-agent, android-automation, gemma4, litert, local-llm, on-device-ai, open-source, phone-agent, tool-calling, pocketclaw, pokeclaw
Last push: 2026-06-02T07:20:06+00:00

## Health v2 (maintenance only)
Score: 70/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 85, release rhythm 86, longevity 10
- inputs: {"age_days": 149, "days_push": 92, "days_rel": 99, "gap_med": 0, "n_releases_24m": 20}
- flags: young
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1020, forks 144 (observed 2026-08-28T04:03:15.831484+00:00)

## What it is
PokeClaw is an open-source Android app that runs an on-device LLM (Gemma 4 via LiteRT) to control and automate your phone, with no cloud or API key required in local mode. It supports real chat, task, and automation flows such as context-aware WhatsApp auto-replies, with optional cloud models for harder tasks.

## Use cases
- automate my android phone with ai
- run an llm locally on my phone
- auto-reply to whatsapp messages with ai
- control my phone without cloud api keys
- on-device ai phone agent
- private phone automation without sending data to the cloud

## When to choose
- you want AI phone automation that runs fully on-device with no API key or monthly cost
- privacy matters and you don't want screen data sent to cloud services
- you want an open-source, hackable phone agent on Android 9+

## When to avoid
- you need fast, complex multi-step tasks on low-end CPU-only devices, since on-device inference can be slow
- you need iOS or desktop support
- you need production-grade reliability, as the current build is a local-first prototype

## Facets
- artifact type: application
- maturity: experimental
- function: agent-framework, llm-inference, workflow-automation, accessibility, chatbot
- domain: android-tools, large-language-models, mobile-development
- platform: jvm
- tags: on-device-ai, local-llm, phone-agent, gemma, litert, tool-calling, android-automation, privacy-first, ai-agents, automation, android, mobile

## Member repositories
- agents-io/PokeClaw (main) score 70

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:15.831484+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:08:54.433815+00:00, confidence not recorded.
  - readme: https://github.com/agents-io/PokeClaw (fetched 2026-08-28T04:03:15.831484+00:00, sha a9125594c18b)
- Data as of 2026-08-30T08:39:29.467469+00:00.