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Kubernetes Under The Hood Audit Report | OpenAgentSkill | OpenAgentSkill

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Skills/Kubernetes Under The Hood/Audit

Skill audit report

Kubernetes Under The Hood Audit report.

This tutorial is someone planning to install a Kubernetes cluster and wants to understand how everything fits together.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Sep 19, 2026Heuristic metadata audit

74

Audit

74

Trust

66

Quality

83

Security

62

Maintain

92

Install

OpenAgentSkill Trust Score

74

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

Explore

Skills Gallery New submissions Agent Skills

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What Is an Agent Skill?AI Agent Skills Tasks Packs Best Skills New & Trending Workflow Recipes Use Cases Agents Agent Entry

Trust

Compare Safety Gate Skills Registry Rankings

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Outcome Loop Audits Official Weekly Reports Monthly Index State of Agent Skills vs skills.sh AgentSkills.io Alternative

Build

Docs About Contact API

More links

llms.txt OpenAPI CLI Creator Kit Skill Creators X Growth Kit Submit Blog Guides Activity

OpenAgentSkill Registry

Privacy ContactBuilt for agent-native discovery

Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

497 GitHub stars

Stars/forks activity

INFO

62

497 stars, 107 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

62

8mo since push

License clarity

PASS

86

BSD-3-Clause

README/SKILL.md completeness

PASS

100

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

62

command execution surface, external package install surface

Install availability

PASS

92

npx skills add mvallim/kubernetes-under-the-hood

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/mvallim/kubernetes-under-the-hood

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 8 Needs review

Install path

92

PASS

npx skills add mvallim/kubernetes-under-the-hood

Repository

88

PASS

https://github.com/mvallim/kubernetes-under-the-hood

License

86

PASS

BSD-3-Clause

Maintenance

62

CHECK

8mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

100

PASS

Usable description available

Dependency risk

62

CHECK

command execution surface, external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

62

CHECK

497 stars, 107 forks; issue activity unavailable in current metadata

Adoption

68

INFO

497 GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

Financial research output is not financial advice; require human review before any live investment decision
Financial research output is not financial advice; require human review before any live investment decision.
Quality score needs review

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Install path

Review the report before installing into production agents.

Review the source

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Shell + Kubernetes
Alternatives: 3

Open agent JSON

Signals

Audit score: 74/100
Quality: 66/100
Trust: 74/100
Install safety: 92/100
Permission surface: 62/100
Maintenance: 8mo since push
Events: 2 events
GitHub stars: 497
Last push: Jan 28, 2026

Agent safety v2

46/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.
High-risk permission hints: Shell or command execution
46/100 agent safety score

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

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High-risk permission hints: Shell or command execution

Financial research output is not financial advice; require human review before any live investment decision

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.