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Agent Dashboard

Monitor OpenClaw agent performance and analytics in real-time.

1|Updated Mar 13, 2026
Search Tags:#dashboard#cost tracking#agent monitoring#performance analytics#OpenClaw
One-click install
npx skills add https://github.com/traygerbig/clawhub-skills --skill agent-dashboard
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Agent Dashboard
Source: https://github.com/traygerbig/clawhub-skills/tree/main/archive/agent-dashboard
Command: npx skills add https://github.com/traygerbig/clawhub-skills --skill agent-dashboard

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openclaw, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides real-time monitoring and analytics for OpenClaw agents, allowing users to track performance, costs, task completion, and skill health with terminal and web dashboards.

Core Features & Use Cases

  • Real-time Monitoring: Track health scores, task metrics, API costs, skill performance, and session history.
  • Dashboards: Access performance data through terminal and web dashboards.
  • Use Case: Suppose you are an AI agent developer and want to monitor the performance of your agents across different environments. This Skill would allow you to view the health score, task completion status, and cost data for each agent in real-time.

Quick Start

Run the dashboard command to view the terminal dashboard.

Frequently Asked Questions about Agent Dashboard

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I monitor OpenClaw agent performance in real-time?▼

You can monitor OpenClaw agent performance in real-time by running the dashboard command, which launches a terminal interface to track health scores, task completion, and API costs.

What metrics can I track for agent monitoring and cost tracking?▼

Agent monitoring tracks health scores, task completion rates, API costs, skill performance, and session history to provide comprehensive performance analytics for your agents.

Do I need OpenClaw configured to use agent performance analytics?▼

Yes, this skill requires OpenClaw agent usage and configuration for data collection, as it depends on the openclaw framework to gather the performance metrics needed for monitoring.

Can I visualize agent performance data outside the terminal?▼

Yes, performance analytics integrate with both terminal and web dashboards, allowing you to visualize health scores, task metrics, and cost data through a web interface.

What is the best way to track API costs across multiple AI agents?▼

Tracking API costs across multiple agents is handled by the dashboard skill, which aggregates cost data per agent and displays it alongside health scores and task completion metrics in real-time.

Why is my agent monitoring dashboard not showing session history?▼

If session history is missing, ensure OpenClaw agents are properly configured for data collection, as the dashboard relies on active agent usage to populate performance metrics and session logs.

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