ClawMetry for OpenClaw - Real-time observability dashboard for OpenClaw AI agents
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ClawMetry is a free, open-source observability dashboard for OpenClaw AI agents. Think Grafana, but purpose-built for AI. One command install (pip install clawmetry), zero config. Monitor token costs, sub-agent
activity, cron jobs, memory changes, and session history. All in real-time with a beautiful live flow visualization.
Works on macOS, Linux, Windows, even Raspberry Pi
Replies
Great execution on the real-time visibility problem. The sub-agent
spawning scenario you describe is exactly where most logging tools
fall apart.
One gap I keep running into: tools that show what the agent did,
but not what it was supposed to do at that step. The deviation
between stated intent and actual execution is often where the real
failure hides — and it's invisible in a standard trace.
How are you thinking about capturing pre-action intent in ClawMetry,
not just post-action results?
ClawMetry
@zippoliu Interesting insight! I will dive deep into this to see it if we can bring this onto the app. Happy to chat further via vivek@clawmetry.com
I have definitely run into situations where an agent is clearly doing something, but you have no idea what stage it is at or whether it is stuck, progressing, or just burning tokens. That uncertainty becomes frustrating pretty quickly.I would still want to understand how much control or intervention it allows beyond just observing what is happening.