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ChanghwanK
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devops:infra-pm

Assess Kubernetes infrastructure quality across six dimensions and generate Notion backlog items.

Updated Feb 27, 2026
Search Tags:#devops#kubernetes#notion#infrastructure#reliability#quality assessment#operability
One-click install
npx skills add https://github.com/ChanghwanK/dotfiles --skill devops-infra-pm
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: devops:infra-pm
Source: https://github.com/ChanghwanK/dotfiles/tree/main/claude/.claude/skills/devops%3Ainfra-pm
Command: npx skills add https://github.com/ChanghwanK/dotfiles --skill devops-infra-pm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the challenge of objectively assessing and managing the quality of cloud infrastructure across multiple dimensions, ensuring alignment with strategic goals.

Core Features & Use Cases

  • Automated Quality Assessment: Continuously evaluates infrastructure against predefined quality dimensions (Reliability, Operability, etc.) using an Assessment Agent.
  • Gap Analysis & Backlog Management: Identifies discrepancies between current state and North Star targets, automatically generating actionable improvement items for backlog management.
  • Use Case: A DevOps team can use this Skill to automatically run a weekly assessment of their production environment's reliability and operability, identify critical issues like high pod restart rates or low PDB coverage, and automatically create Jira tickets for the top 3 most critical improvements.

Quick Start

Run an infrastructure quality assessment for the production cluster across all dimensions.

Frequently Asked Questions about devops:infra-pm

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

FAQPage Schema
How do I assess infrastructure quality across reliability and operability dimensions in Kubernetes?▼

You can assess infrastructure quality by running an Assessment Agent that collects data from Kubernetes clusters and calculates scores for reliability, operability, security, observability, cost, and scalability against North Star targets.

Can I automatically create backlog items in Notion for Kubernetes infrastructure improvements?▼

Yes, after identifying discrepancies between current Kubernetes cluster states and North Star targets, the system automatically generates actionable improvement items and creates them directly in Notion for backlog management.

What is Kubernetes infrastructure gap analysis and how does it work with North Star targets?▼

Kubernetes infrastructure gap analysis identifies discrepancies between your current cluster state and predefined North Star targets across six quality dimensions, then calculates scores and prioritizes actionable improvements for your backlog.

Does this infrastructure quality assessment require any specific dependencies or cluster configurations?▼

No external dependencies are required to run the infrastructure quality assessment. It operates by leveraging an Assessment Agent to collect data directly from your existing Kubernetes clusters and evaluate it against target metrics.

How do I prioritize critical infrastructure issues like high pod restart rates or low PDB coverage?▼

The automated quality assessment calculates scores across multiple dimensions and performs gap analysis to prioritize critical infrastructure issues, such as high pod restart rates or low PDB coverage, into actionable backlog tickets.

What's the best way to automate weekly reliability and operability assessments for production clusters?▼

You can automate weekly production cluster assessments by deploying an Assessment Agent to continuously collect Kubernetes data, calculate quality scores against North Star targets, and generate prioritized improvement tickets.

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