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This skill enables Claude to seamlessly integrate OpenTelemetry into Python-based backend architectures, specifically targeting frameworks like FastAPI and Flask. It provides automated solutions for setting up tracers, configuring OTLP exporters, and implementing auto-instrumentation for popular libraries like Requests. Whether you are debugging microservice latency, correlating logs with traces, or managing manual spans for complex business logic, this skill offers the implementation patterns and best practices needed to maintain high-quality observability across your Python stack.