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operating-k8s-local

17.3
A

Operates local Kubernetes clusters with Minikube for development and testing.Use when setting up local K8s, deploying applications locally, or debugging K8s issues.Covers Minikube, kubectl essentials, local image loading, and networking.

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Installation for Agentic Skill

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skilz install mjunaidca/mjs-agent-skills/operating-k8s-local
skilz install mjunaidca/mjs-agent-skills/operating-k8s-local --agent opencode
skilz install mjunaidca/mjs-agent-skills/operating-k8s-local --agent codex
skilz install mjunaidca/mjs-agent-skills/operating-k8s-local --agent gemini

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Extract and copy to ~/.claude/skills/ then restart Claude Desktop

1. Clone the repository:
git clone https://github.com/mjunaidca/mjs-agent-skills
2. Copy the agent skill directory:
cp -r mjs-agent-skills/.claude/skills/operating-k8s-local ~/.claude/skills/

Need detailed installation help? Check our platform-specific guides:

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Agentic Skill Details

Type
Technical
Meta-Domain
cloud infrastructure
Primary Domain
kubernetes
Market Score
17.3

Agent Skill Grade

A
Score: 93/100 Click to see breakdown

Score Breakdown

Spec Compliance
12/15
PDA Architecture
27/30
Ease of Use
22/25
Writing Style
9/10
Utility
19/20
Modifiers: +4

Areas to Improve

  • File is 297 lines but lacks table of contents for navigation
  • Commands shown without expected output or interpretation guidance
  • Some kubectl patterns repeated across sections

Recommendations

  • Add trigger phrases to description for discoverability
  • Add table of contents for files over 100 lines

Graded: 1/24/2026

Developer Feedback

I've been digging into local Kubernetes setups lately, and your skill manages to cover the operational side without drowning in complexity—that's a rare balance for k8s tooling. Curious how you approach the gap between local dev clusters and production-grade operations.

Links:

The TL;DR

You're at 93/100, solid A territory. This is based on Anthropic's skill best practices. Your strongest area is Utility (19/20)—the skill actually solves real problems developers face. Weakest spot is Spec Compliance (12/15), mostly missing a couple trigger phrases and structural polish.

What's Working Well

  • Utility is chef's kiss. You're addressing a genuine gap in local K8s development. The comprehensive coverage of setup, deployment, and debugging patterns gives developers real degrees of freedom—they're not locked into one approach.
  • PDA structure is tight. 297 lines of pure operational content with zero external references is exactly right for a reference skill. Token economy is dense with code examples and minimal fluff.
  • Your debugging section has teeth. The run→check→fix patterns with kubectl describe, logs, and port-forwarding options give developers actual feedback loops. The verification script is a nice touch.
  • Discoverability triggers are strong. "local K8s," "Minikube," "debugging K8s issues"—these activate when people actually need you.

The Big One

Missing table of contents for a 297-line file. When your skill goes beyond ~100 lines, devs need navigation or they're scrolling blind. This isn't cosmetic—it directly impacts usability.

The fix: Add a TOC right after the frontmatter with links to your main sections:

## Contents
- [Quick Start](#quick-start)
- [Minikube Essentials](#minikube-essentials)
- [kubectl Essentials](#kubectl-essentials)
- [Resource Manifests](#resource-manifests)
- [Local Development Workflow](#local-development-workflow)
- [Debugging Quick Reference](#debugging-quick-reference)

Impact: +2 points toward PDA score.

Other Things Worth Fixing

  1. Debugging output examples are missing. You show kubectl describe pod my-pod but don't interpret what to look for. Add what "ImagePullBackOff" vs "CrashLoopBackOff" vs "Pending" actually mean. (+1 point)

  2. Command pattern redundancy. kubectl logs appears in both the Logs section and Debugging section. Consolidate to one authoritative place and cross-reference. Tightens your token economy. (+1 point)

  3. Description could use more trigger phrases. You've got 1-2 solid ones. Add a third: maybe "local K8s cluster debugging" or "Minikube troubleshooting" for discoverability. (+1 point)

Quick Wins

  • Add TOC → +2 points (biggest bang)
  • Add debugging output interpretation → +1 point
  • Consolidate kubectl examples → +1 point
  • Boost trigger phrases → +1 point

You're already at 93—these are refinement moves that get you to 96-97 range without restructuring anything.


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