ac-evaluation-transform

Transform a Claude Agent SDK agent to emit correct OpenTelemetry traces, structured logs, and CloudWatch EMF metrics so that all 9 Amazon Bedrock AgentCore Evaluation built-in evaluators pass with zero errors. Use this skill whenever the user mentions AgentCore evaluations, OTEL instrumentation for Claude Agent SDK agents, making a Claude agent compatible with Bedrock evaluations, or adding observability/telemetry to a Claude Agent SDK application. Also trigger when the user encounters AgentCore evaluation errors like AgentSpanMappingException, LogEventMissingException, or "span data is incomplete". This skill modifies only the instrumentation layer — it never changes the agent's application logic, tools, or prompts.