capacity

Analyze service capacity and forecast resource needs for infrastructures.

5|2|Updated Dec 11, 2025

Search Tags:#kubernetes #observability #forecasting #scaling #capacity #resource-management

Ready to run

npx skills add https://github.com/thoreinstein/opencode-config --skill capacity

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: capacity
Source: https://github.com/thoreinstein/opencode-config/tree/main/skill/capacity
Command: npx skills add https://github.com/thoreinstein/opencode-config --skill capacity

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill analyzes service capacity, forecasts resource needs, and recommends scaling strategies to prevent over- or under-provisioning.

Core Features & Use Cases

Forecast capacity requirements based on current and projected traffic
Assess Kubernetes resource requests/limits and scaling policies
Generate actionable recommendations and document results for Obsidian

Quick Start

Target a service, cluster, or infrastructure component; run the capacity analysis to produce a forecast and a written analysis. The result is written to Obsidian at the vault path under Capacity with a date-stamped filename.

Frequently Asked Questions about capacity

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I forecast Kubernetes capacity requirements for my services?▼

Kubernetes resource assessment evaluates current service requests, limits, and scaling policies against projected traffic growth. It identifies infrastructure bottlenecks and generates actionable scaling recommendations to prevent both over-provisioning and under-provisioning across your clusters.

What is infrastructure capacity planning and when do I need it?▼

Infrastructure capacity planning is the process of analyzing service utilization and forecasting future resource needs. You need it when projecting traffic growth, preparing for scale events, or adjusting Kubernetes allocations to ensure service stability and cost efficiency.

How do I assess Kubernetes resource requests and limits for scaling?▼

Assessing Kubernetes requests and limits involves analyzing current cluster configurations and usage patterns. This process automates the evaluation of scaling policies against projected demand, documenting results with date-stamped filenames for Obsidian to guide your scaling strategy.

Can I use this capacity analysis tool with my existing observability data?▼

Yes, capacity analysis leverages observability data to forecast resource needs and identify growth opportunities. It automates codebase exploration, infrastructure analysis, and external research to pinpoint bottlenecks and recommend scaling strategies.

What is the best way to document infrastructure capacity forecasts?▼

The best way to document capacity forecasts is to automate the analysis and write the results directly to Obsidian. This process generates a written analysis with a date-stamped filename under the Capacity vault path, ensuring your resource management documentation remains parseable and accessible.