Agent skill

infrastructure-cost-optimization

Optimize cloud infrastructure costs through resource rightsizing, reserved instances, spot instances, and waste reduction strategies.

Stars 151
Forks 20

Install this agent skill to your Project

npx add-skill https://github.com/aj-geddes/useful-ai-prompts/tree/main/skills/infrastructure-cost-optimization

SKILL.md

Infrastructure Cost Optimization

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

Overview

Reduce infrastructure costs through intelligent resource allocation, reserved instances, spot instances, and continuous optimization without sacrificing performance.

When to Use

  • Cloud cost reduction
  • Budget management and tracking
  • Resource utilization optimization
  • Multi-environment cost allocation
  • Waste identification and elimination
  • Reserved instance planning
  • Spot instance integration

Quick Start

Minimal working example:

yaml
# cost-optimization-setup.yaml
apiVersion: v1
kind: ConfigMap
metadata:
  name: cost-optimization-scripts
  namespace: operations
data:
  analyze-costs.sh: |
    #!/bin/bash
    set -euo pipefail

    echo "=== AWS Cost Analysis ==="

    # Get daily cost trend
    echo "Daily costs for last 7 days:"
    aws ce get-cost-and-usage \
      --time-period Start=$(date -d '7 days ago' +%Y-%m-%d),End=$(date +%Y-%m-%d) \
      --granularity DAILY \
      --metrics "BlendedCost" \
      --group-by Type=DIMENSION,Key=SERVICE \
      --query 'ResultsByTime[*].[TimePeriod.Start,Total.BlendedCost.Amount]' \
      --output table

    # Find unattached resources
    echo -e "\n=== Unattached EBS Volumes ==="
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
AWS Cost Optimization Configuration AWS Cost Optimization Configuration
Kubernetes Cost Optimization Kubernetes Cost Optimization
Cost Monitoring Dashboard Cost Monitoring Dashboard

Best Practices

✅ DO

  • Follow established patterns and conventions
  • Write clean, maintainable code
  • Add appropriate documentation
  • Test thoroughly before deploying

❌ DON'T

  • Skip testing or validation
  • Ignore error handling
  • Hard-code configuration values

Expand your agent's capabilities with these related and highly-rated skills.

aj-geddes/useful-ai-prompts

websocket-implementation

Implement real-time bidirectional communication with WebSockets including connection management, message routing, and scaling. Use when building real-time features, chat systems, live notifications, or collaborative applications.

151 20
Explore
aj-geddes/useful-ai-prompts

refactor-legacy-code

Modernize and improve legacy codebases while maintaining functionality. Use when you need to refactor old code, reduce technical debt, modernize deprecated patterns, or improve code maintainability without breaking existing behavior.

151 20
Explore
aj-geddes/useful-ai-prompts

Sentiment Analysis

Classify text sentiment using NLP techniques, lexicon-based analysis, and machine learning for opinion mining, brand monitoring, and customer feedback analysis

151 20
Explore
aj-geddes/useful-ai-prompts

flask-api-development

Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling. Use when building RESTful APIs, microservices, or lightweight web services with Flask.

151 20
Explore
aj-geddes/useful-ai-prompts

ML Model Explanation

Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention visualization for explainability

151 20
Explore
aj-geddes/useful-ai-prompts

Statistical Hypothesis Testing

Conduct statistical tests including t-tests, chi-square, ANOVA, and p-value analysis for statistical significance, hypothesis validation, and A/B testing

151 20
Explore

Didn't find tool you were looking for?

Be as detailed as possible for better results