Observability

Real-time debugging of multi-agent workflows involves monitoring agent activity, tool calls, and session events as they execute. This Skill provides a WebSocket-enabled dashboard that streams live agent activity, letting you identify stuck agents, failed tool calls, and bottlenecks instantly without waiting for logs to be written.

Yes, this Skill monitors agent sessions, tool calls, hook events, and timelines in real-time via WebSocket streaming. It watches JSONL history files, broadcasts live updates to a Vue dashboard, and provides complete visibility into multi-agent activity without requiring persistence or manual log parsing.

Set up observability by running a Bun + Express server backend paired with a Vue + TypeScript dashboard frontend. The server streams agent activity through WebSocket connections, file-watches history logs, and broadcasts events in-memory, giving you instant visibility into workflow execution without configuration overhead.

No. This Skill provides in-memory streaming observability without requiring external persistence. It watches your existing JSONL history files, streams events live to the dashboard, and applies optional event summarization hooks—eliminating the need for separate logging infrastructure.

Multi-agent systems can stall due to blocked agents, failed tool calls, or looping processes. Observability dashboards reveal which agent is unresponsive and why by showing live tool calls, session events, and hook execution—letting you diagnose and fix bottlenecks immediately.