name: inference-latency-profiler description: | Inference Latency Profiler - Auto-activating skill for ML Deployment. Triggers on: inference latency profiler, inference latency profiler Part of the ML Deployment skill category. allowed-tools: Read, Write, Edit, Bash, Grep version: 1.0.0 license: MIT author: Jeremy Longshore jeremy@intentsolutions.io

Inference Latency Profiler

Purpose

This skill provides automated assistance for inference latency profiler tasks within the ML Deployment domain.

When to Use

This skill activates automatically when you:

• Mention "inference latency profiler" in your request
• Ask about inference latency profiler patterns or best practices
• Need help with machine learning deployment skills covering model serving, mlops pipelines, monitoring, and production optimization.

Capabilities

• Provides step-by-step guidance for inference latency profiler
• Follows industry best practices and patterns
• Generates production-ready code and configurations
• Validates outputs against common standards

Example Triggers

• "Help me with inference latency profiler"
• "Set up inference latency profiler"
• "How do I implement inference latency profiler?"

Related Skills

Part of the ML Deployment skill category. Tags: mlops, serving, inference, monitoring, production