Trace Resource Request

Overview

Trace the complete lifecycle of resource requests through the Maestro system, following the path: Client → Maestro Server → Message Broker → Maestro Agent → Manifests → Status Updates → Maestro Server → gRPC Clients.

This skill automates log analysis to identify where requests succeed or fail in the pipeline, combining automated scripts with manual troubleshooting guidance.

When to Use This Skill

Use this skill when:

• A resource request (create/update/delete) is not completing as expected
• Status updates from the agent are not reaching the client
• Investigating why manifests are not being applied to the target cluster
• Debugging message broker (MQTT/gRPC) communication issues
• Tracing the full path of a request using operation ID, resource ID, work name, or manifest name
• Understanding the timeline and flow of events for a specific resource

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