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name: "streaming-inference-setup" description: | Configure streaming inference setup operations. Auto-activating skill for ML Deployment. Triggers on: streaming inference setup, streaming inference setup Part of the ML Deployment skill category. Use when working with streaming inference setup functionality. Trigger with phrases like "streaming inference setup", "streaming setup", "streaming". allowed-tools: "Read, Write, Edit, Bash(cmd:*), Grep" version: 1.0.0 license: MIT author: "Jeremy Longshore jeremy@intentsolutions.io"

Streaming Inference Setup

Overview

This skill provides automated assistance for streaming inference setup tasks within the ML Deployment domain.

When to Use

This skill activates automatically when you:

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

Instructions

1. Provides step-by-step guidance for streaming inference setup
2. Follows industry best practices and patterns
3. Generates production-ready code and configurations
4. Validates outputs against common standards

Examples

Example: Basic Usage Request: "Help me with streaming inference setup" Result: Provides step-by-step guidance and generates appropriate configurations

Prerequisites

• Relevant development environment configured
• Access to necessary tools and services
• Basic understanding of ml deployment concepts

Output

• Generated configurations and code
• Best practice recommendations
• Validation results

Error Handling

Resources

• Official documentation for related tools
• Best practices guides
• Community examples and tutorials

Related Skills

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