prediction-monitor by jeremylongshore

---
name: prediction-monitor
description: |
  Prediction Monitor - Auto-activating skill for ML Deployment.
  Triggers on: prediction monitor, prediction monitor
  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>
---

# Prediction Monitor

## Purpose

This skill provides automated assistance for prediction monitor tasks within the ML Deployment domain.

## When to Use

This skill activates automatically when you:
- Mention "prediction monitor" in your request
- Ask about prediction monitor 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 prediction monitor
- Follows industry best practices and patterns
- Generates production-ready code and configurations
- Validates outputs against common standards

## Example Triggers

- "Help me with prediction monitor"
- "Set up prediction monitor"
- "How do I implement prediction monitor?"

## Related Skills

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