What Is Your Agent Actually Doing? Introducing the Analytics Dashboard

Release v1.0.66

When your AI agent is running 24/7 across a dozen connected services, it can be hard to know exactly what it's up to. With v1.0.66, we're shipping the Agent Analytics & Usage Dashboard — a dedicated view that answers that question directly.

The Problem It Solves

Sidekick agents are designed to work autonomously in the background. That's the whole point. But "autonomous" shouldn't mean "opaque". Users have told us they want to be able to answer questions like:

• Is my agent actually doing anything?
• Which of my connected services is it spending the most time on?
• Why does my agent sometimes feel slower to respond?
• Am I running out of memory context?
• Which of my ClawHub skills are actually being used?

The Analytics Dashboard answers all of these questions in one place.

What's in the Dashboard

Actions Per Day gives you a time-series view of your agent's output — how many discrete actions it took on any given day. It's the clearest signal of whether your agent is earning its keep.

Response Times tracks latency so you can catch slow integrations before they become a real problem. If one of your connected services has a sluggish API, you'll see it here.

Most Active Integrations ranks your connected services by how often your agent interacts with them. You might be surprised which integration is at the top.

Memory Utilization shows you how full your agent's context window is. If it's near capacity, now you know to trim your retention settings.

Skill Usage Breakdown breaks down invocations by skill — including every ClawHub community skill you've imported. See what's working, what's idle, and what might need reconfiguring.

Where to Find It

Open the Sidekick web app and go to Dashboard → Analytics. No setup required — metrics start appearing as soon as your agent takes actions.

What's Next

This first version of the dashboard is focused on individual agent metrics. Workspace-level analytics, custom date range filters, and metric export are on our roadmap.

If you have feedback on what else you'd like to see surfaced, let us know.