1. Introduction to AGFS Overview AGFS is a project that provides storage services through a RESTful API. It supports a variety of storage backends, including memory, files, databases, message queues, and more. Because it does not need POSIX interface support, data can be stored through remote calls, which is very useful in AI Agents.

1. Start the Container Set the image 1 export IMAGE=ghcr.io/openclaw/openclaw:2026.3.2 Generate a random token 1 openssl rand -hex 32 Set the gateway token 1 export OPENCLAW_GATEWAY_TOKEN=xxx This token is used for authentication on both the remote web UI and the local TUI. Set directory permissions 1 2 mkdir -p openclaw-home

1. What Skills Are 1 2 3 openclaw skills list Skills (7/51 ready) OpenClaw ships with a number of built-in skills, which you can view with openclaw skills list. The concrete implementations of these Skills can be found at https://github.com/openclaw/openclaw/tree/main/skills. A Skills file mainly describes the Skill’s metadata, when it

1. Preparing the Node Environment Install nvm 1 curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.4/install.sh | bash Set the nvm environment variables You need to edit Bash’s config file and add the following: 1 2 3 export NVM_DIR="$HOME/.nvm" [ -s "$NVM_DIR/nvm.sh" ] && \. "$NVM_DIR/nvm.sh" [ -s "$NVM_DIR/bash_completion" ] && \. "$NVM_DIR/bash_completion" Install Node 1 nvm install 22 default 2.

1. The Quantitative Change AI IDEs Have Brought AI generates a large amount of code that enters engineering work. AI IDEs are simply too good to use: from naming completion in the past, to generating function implementations, and now to delivering the code for an entire feature. You do not even need to know how to write code — through chatting you can complete many software iteration tasks.