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aiops-capacity-planning-agent

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Forecast capacity and right-size resources

Software Engineering#forecasting#prometheus#capacity planning#cost modeling#kubernetes hpa#kafka scaling#resource right-sizing
Authorivanshamaev
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It helps you predict when your data infrastructure will hit CPU, memory, disk, Kafka, and scheduling bottlenecks so you can prevent outages and urgent scaling.

Core Features & Use Cases

  • Prometheus-based resource forecasting: Projects CPU/memory/disk (or any Prometheus query) into near-term breach dates using time-series modeling, including confidence bands for risk planning.
  • Kubernetes HPA right-sizing: Recommends HPA min/max replicas and target utilization thresholds from historical CPU utilization relative to requests.
  • Kafka and storage capacity modeling: Estimates Kafka broker scaling needs from throughput/storage growth and forecasts data lake/object storage growth and cost impact.
  • Capacity report generation: Produces a structured report highlighting critical and warning items for quarterly planning and budget alignment.

Quick Start

Run the agent with your Prometheus URL and generate an HTML or Markdown capacity planning report covering CPU, disk, Kafka, Spark sizing, and storage growth.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: aiops-capacity-planning-agent
Download link: https://github.com/ivanshamaev/de-agent-skills/archive/main.zip#aiops-capacity-planning-agent

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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