operating-k8s-local
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
View all platforms →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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Agentic Skill Details
- Repository
- mjs-agent-skills
- 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
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
Debugging output examples are missing. You show
kubectl describe pod my-podbut don't interpret what to look for. Add what "ImagePullBackOff" vs "CrashLoopBackOff" vs "Pending" actually mean. (+1 point)Command pattern redundancy.
kubectl logsappears in both the Logs section and Debugging section. Consolidate to one authoritative place and cross-reference. Tightens your token economy. (+1 point)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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