agent-observability

Community

Monitor AI agents in real-time, see every action.

Authormulticam
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a real-time, visual dashboard to monitor your AI agents' activities, making complex multi-agent interactions transparent and easy to understand. It eliminates the guesswork in debugging and optimizing AI workflows, allowing you to observe exactly how your agents are performing.

Core Features & Use Cases

  • Real-time Event Streaming: Watch agent interactions, tool usage, and session flows as they happen via a WebSocket-powered web dashboard.
  • Agent Swim Lanes: Visualize multiple agents running in parallel, understanding their concurrent tasks and dependencies at a glance.
  • Event Filtering & Search: Easily filter events by agent, session, or type, and search payloads to quickly pinpoint specific interactions or issues.
  • Use Case: When running a complex multi-agent research task, use this dashboard to see which agents are active, which tools they're using, and identify any bottlenecks or errors in real-time.

Quick Start

Start the agent-observability dashboard to monitor my current Claude Code session.

Dependency Matrix

Required Modules

bun

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: agent-observability
Download link: https://github.com/multicam/qara/archive/main.zip#agent-observability

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository