Offline AI Agent: LocalClaw

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.

Recent changes:
What is new in 1.2.0:

• New clone_repo tool — paste a GitHub link and the agent downloads the repository into your workspace
• More reliable tool calls on the on-device model (constrained decoding)
• The agent keeps track of your request across multi-step tasks
• New starter prompt: clone a sample GitHub repository