Operations

Operations skills

Skills for running an agent against real traffic. Auditing a trace to find the exact step that went wrong, mapping the ways it will fail before a user finds them, and watching cost and latency closely enough to notice a regression in the bill rather than in the reviews.

Agent Failure Mode MapUse when you need to know how an agent will fail in production, and which guardrail catches each case before a user does.agent-failure-mode-mapPro
Agent Trace AuditorUse when an agent run failed or went off-track and you need to find the exact step that caused it.agent-trace-auditorPro
Model Migration ChecklistUse when swapping the model behind a live agent and you need to know what to re-test before cutting over.model-migration-checklistPro