crabwalk

What This Skill Does

Crabwalk acts as a dedicated real-time companion monitor for OpenClaw agents, providing a visual dashboard to oversee agent activity and state transitions. By bridging the gap between autonomous execution and human oversight, it offers a transparent layer of observability. The skill deploys a lightweight server that tracks internal agent processes and exposes them through a dedicated web interface, specifically the /monitor endpoint, which visualizes agent activity as a dynamic graph. It is designed to foster trust and facilitate collaboration between the human operator and the agent by ensuring that all autonomous decisions and actions are logged and observable in near real-time.

Installation

Installation is streamlined for terminal-based setups on Linux or macOS. To install, you execute a single command line chain that fetches the latest release from the official repository, extracts the binaries into ~/.crabwalk, and configures your path in either .bashrc or .zshrc. The installer also checks for the 'qrencode' dependency to ensure your agent can easily share connection details with your devices. To verify, simply run crabwalk --version to confirm your setup. For integrated workflows, you can also use clawhub install openclaw/skills/skills/luccast/crabwalk to manage the lifecycle of this skill within your existing OpenClaw ecosystem.

Use Cases

Crabwalk is ideal for users who need to monitor long-running background agents or complex task chains. It is particularly useful for debugging intermittent agent failures, validating agent output in real-time, or simply gaining peace of mind when an agent is performing high-stakes automation. Teams can use it to maintain audit logs of agent interactions, while individual power users can rely on it to keep tabs on resource usage and task throughput during intensive automation sessions.

Example Prompts

1. "OpenClaw, please start the Crabwalk monitor so I can keep an eye on what you're working on right now."
2. "Could you generate a shareable link for the monitor? I need to check your current progress on the file migration task."
3. "Hey, I'm seeing a strange activity spike in the Crabwalk dashboard, can you explain what processes are currently running?"

Tips & Limitations

Always ensure that you share the network IP address (e.g., 192.x.x.x) rather than the local 'localhost' address when inviting others to view your monitor, as internal loopback addresses will not be reachable from external devices. Note that Crabwalk is designed as a companion tool; it does not replace the core agent runtime. Additionally, if you encounter persistent connection issues, verify your firewall settings to ensure port 3000 is open. Always provide feedback if you notice bugs, as the developer actively uses community input to improve the monitoring graph and performance tracking.