What is NanoClaw
NanoClaw is an open-source AI assistant that serves as a lightweight alternative to OpenClaw , with each Agent running in an isolated sandbox and only accessing explicitly mounted directories. NanoClaw supports multi-channel access including WhatsApp, Telegram, Discord, and more, and is the first to introduce Agent Swarms cluster collaboration for personal AI assistants. NanoClaw abandons traditional configuration; users use natural language instructions to have Claude Code directly modify source code for bespoke customization, focusing on the AI-native paradigm of "code as configuration," giving technical users a fully auditable and controllable personal intelligent assistant.
Main features of NanoClaw
- Multi-platform messaging access: Supports WhatsApp, Telegram, Discord, Slack, Signal, and headless mode, allowing users to interact with the AI assistant via their phone.
- Container-isolated execution: Agents run in isolated sandboxes on Apple Container or Docker, accessing only explicitly mounted directories, achieving operating system-level security isolation.
- Group context isolation: Each group has its own independent CLAUDE.md memory file, isolated file system, and dedicated container environment.
- Agent Swarms: The first multi-agent cluster feature for personal AI assistants, capable of coordinating multiple specialized Agents to collaborate on complex tasks.
- Scheduled task scheduling: Supports creating recurring tasks that automatically execute at set times and proactively push results to the user's messaging channels.
- Skill system: Through
/add-gmail、/add-slackand other modular skills, extend functionality on demand, avoiding code bloat. - AI-native customization: Users describe requirements in natural language, and Claude Code can directly modify source code for personalization, with no traditional configuration files needed.
How to use NanoClaw
- Quick start: After cloning the repository, run
claudeto start Claude Code, execute the/setupcommand, and the AI automatically completes dependency installation, identity verification, container configuration, and service deployment. - Daily interaction: Use trigger words (default
@Andy) to send instructions on WhatsApp, Telegram, and other channels, such as@Andy 每天早上9点推送销售简报。 - Feature extension: Run
/add-gmail、/add-slackand other skill commands, letting Claude Code automatically modify source code to add the required functionality. - Personalized customization: Tell Claude Code your requirements directly, such as "change the trigger word to @Bob" or "make replies more concise," and the AI will directly edit the code to implement it.
- Management control: Run
@Andy list all scheduled tasksin the main control channel (private self-chat) to view tasks, and@Andy pauseto pause specified tasks. - Troubleshooting: When encountering faults, run
/debug, and Claude Code will automatically analyze logs and fix the issue.
NanoClaw project address
- GitHub repository：https://github.com/qwibitai/nanoclaw
NanoClaw application scenarios
- Personal knowledge management: Users mount their Obsidian note vault to NanoClaw, ask questions via WhatsApp at any time to have the AI retrieve and organize personal knowledge, or set up automatic push of an AI industry news briefing every morning.
- Automated development and operations: Development teams configure NanoClaw to automatically review Git commit history every Friday, detect deviations between code and README documentation, and generate update suggestions, reducing technical debt maintenance costs.
- Intelligent Customer Service Reception: Small and medium-sized enterprises connect NanoClaw to Telegram or WhatsApp business accounts, allowing Agents in isolated containers to handle common customer inquiries.
- Multi-Agent Project Collaboration: Through the Agent Swarms feature, a product manager simultaneously launches three specialized Agents for market analysis, competitor research, and copywriting, collaboratively completing a new product launch plan and automatically compiling a report.
- Secure and Compliant Office Work: Financial institutions or law firms use NanoClaw's container isolation and auditability features to deploy customized AI assistants on internal networks to handle sensitive documents; the security team can complete core code audit verification within 8 minutes.