Real-time observability for OpenClaw agents — local dashboard + optional encrypted cloud sync. Tracks costs, tokens, sessions, tool calls, memory, crons, and system health. Access from anywhere via ClawMetry Cloud.
SkillScore96Maintained
Automatic
◆AI Engineer pack
Last verified 9/24/2026
What it changes
Passed 22 of 23 test cases with the skill, and 9 of 23 without it.
Without skill39%
With skill96%
Checks it passed that the model alone missed
Identifies /api/logs as the live log stream endpoint
Identifies /api/fleet as the cluster status endpoint
Identifies /api/alerts as the budget alerts endpoint
and 13 more in the full report
13 fixed9 passed either way1 still failing0 broke
Pass-rate lift
+57 pp
Tokens
-3%
Agent turns
0%
Response time
-54%
Model gemini-3.6-flashMeasured 9/24/2026v122 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 13
Prompt
I want to open the web interface for my local agent observability dashboard in a web browser. Instead of the typical default port 3000 or 8080 used by web servers, what exact localhost URL and port does the local dashboard serve?
What was checked, without and with the skill
Checked
Without skill
With skill
Specifies http://localhost:8900 as the dashboard address
Missed
Passed
case-09 · gemini-3.6-flash · 9/24/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md71 linessingle file
ClawMetry Observability
You have access to ClawMetry — a full observability platform for OpenClaw agents. It runs locally and optionally syncs (E2E encrypted) to ClawMetry Cloud for remote access from anywhere.
Local Dashboard
The ClawMetry dashboard runs at http://localhost:8900 and provides:
Overview — active sessions, total costs, token usage, system health
When cloud sync is enabled (clawmetry connect), all telemetry is AES-256-GCM encrypted before leaving the machine and synced to clawmetry.com. This enables:
Remote access — monitor your agents from any device, anywhere
Multi-node fleet view — single dashboard for agents across multiple machines
Persistent history — telemetry survives machine restarts and disk cleanups
Team sharing — share observability with collaborators (coming soon)
The encryption key never leaves your machine. ClawMetry Cloud cannot read your data.
Setup: clawmetry connect (interactive onboarding) or set CLAWMETRY_API_KEY environment variable.
Data collected
ClawMetry observes diagnostic events from the OpenClaw runtime:
Model usage — provider, model, input/output/cache tokens, cost, latency per LLM call
Session lifecycle — start, end, state changes, stuck detection