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Bug fixes and improvements: • Fixed an extra Benchmark app being installed alongside LocalClaw • Tool-use steps now stay in chat history with expandable output • Live inference stats (tokens/sec, time, tokens) update during generation • Cleaner responses: thinking blocks removed, replies match your language • Termux setup: guided steps, app shortcuts, copyable command • Engine and library updates for stability and performance
Private on-device AI agent: runs tasks with tools, fully offline
LocalClaw is a fully offline AI agent that runs entirely on your phone. No account, no servers, no cloud — the language model lives on your device and every answer is generated locally, even in airplane mode. HOW IT WORKS LocalClaw is not just a chatbot. It is an agent: give it a task in plain language and it plans step by step, calls real tools on your device — create notes, check battery level, read and write files in its private sandbox, list directories, remember things between sessions, run shell commands — and shows you every step of its reasoning as it works. YOU STAY IN CONTROL Risky actions never happen silently. Before the agent touches anything sensitive, it pauses and asks for your explicit approval. You see exactly what it wants to do and can approve or reject each action. A tamper-evident audit journal records what happened during a session. PRIVACY BY DESIGN • 100% on-device inference — your prompts never leave the phone • No account, no sign-up, no backend • No analytics, no tracking, no telemetry from us • Works with no network connection at all MODEL MANAGER Download open language models (GGUF) directly in the app. Every model file is verified with SHA-256 checksum before it is loaded, so a corrupted or tampered download can never run. Pick a model that fits your device — the app shows a RAM budget for each one. BUILT FOR REAL PHONES Designed and tested on affordable hardware (4 GB RAM class). Compact quantized models, token budget controls, and thermal safeguards keep the agent responsive without overheating your phone. FREE + LIFETIME • Free tier: a capable small local model, all agent tools, full privacy • Optional rewarded ad: watch a short ad to unlock pro models for 24 hours • Lifetime: one-time purchase, unlocks all pro models forever — no subscription for local features NOTE On-device AI runs on your processor: generation speed depends on your hardware, and long sessions warm the phone like any heavy app. Answers are generated by a small local model and can be wrong — verify important information. Take your AI offline. Take your data back.