langsmith-observability

name	langsmith-observability
description	Interpret traces from a parent Deep Agent and subagents running inside OpenShell.

LangSmith Observability

Use this skill when the participant asks how to inspect or debug a contained run.

Trace Reading Checklist

• Start at the root parent-agent run and confirm execution_boundary=openshell-contained.
• Identify task handoffs to the incident analyst, observability coach, or policy analyst.
• Inspect model calls for latency, token use, and errors.
• Inspect openshell.contained.execute spans for commands, exit codes, and bounded output previews.
• Compare the runtime evidence in the result with the host notebook's hostname and PID.
• Confirm generated artifact paths stay under /sandbox.
• Treat the denied /home/sandbox write as expected policy evidence, not a failure to hide.
• Never copy secret values from a trace.