Skill audit report

gitops-cluster-debug Audit report.

Debug and troubleshoot Flux CD on live Kubernetes clusters (not local repo files) via the Flux MCP server — inspects Flux resource status, reads controller logs, traces dependency chains, and performs installation health checks. Use when users report failing, stuck, or not-ready Flux resources on a cluster, reconciliation errors, controller issues, artifact pull failures, image automation not updating tags, alerts or webhooks not being delivered, or need live cluster Flux Operator troubleshooting.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 4, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

219 GitHub stars

Stars/forks activity

WARN

219 stars, 10 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

PASS

Apache-2.0

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

credential or environment access, external package install surface

Install availability

PASS

npx skills add fluxcd/agent-skills --skill gitops-cluster-debug

Install command safety

PASS

standard package or runtime install path

Permission surface

WARN

secrets or environment access, filesystem or document access

Repository evidence

PASS

https://github.com/fluxcd/agent-skills/tree/main/skills/gitops-cluster-debug

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 12 Needs review

Install path

PASS

npx skills add fluxcd/agent-skills --skill gitops-cluster-debug

Repository

PASS

https://github.com/fluxcd/agent-skills/tree/main/skills/gitops-cluster-debug

License

PASS

Apache-2.0

Maintenance

PASS

2mo since push

AI review

CHECK

SKILL.md excerpt is truncated in the review, but the provided content is sufficient to assess the skill's quality and safety.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

FIX

credential or environment access, external package install surface

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

secrets or environment access, filesystem or document access

Stars/forks activity

FIX

219 stars, 10 forks; issue activity unavailable in current metadata

Adoption

INFO

219 GitHub stars

Warnings

Dependency or permission surface needs review
Permission surface may require sandboxing
SKILL.md excerpt is truncated in the review, but the provided content is sufficient to assess the skill's quality and safety.
Quality score needs review
Permission surface needs review: secrets or environment access, filesystem or document access
Stars/forks activity: 219 stars, 10 forks; issue activity unavailable in current metadata
Dependency/runtime risk: credential or environment access, external package install surface
Permission surface: secrets or environment access, filesystem or document access

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.

$ npx skills add fluxcd/agent-skills --skill gitops-cluster-debug

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: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 75/100
Quality: 67/100
Trust: 70/100
Install safety: 92/100
Permission surface: 46/100
Maintenance: 2mo since push
Events: 16 events
GitHub stars: 219
Last push: Sep 1, 2026

Agent safety v2

47/100 · Avoid automatic install

Experimentalreview

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

Test manually in an isolated workspace and compare against safer alternatives.

High-risk permission hints: Secrets or environment access
47/100 agent safety score

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.

Secrets or environment access

high

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

High-risk permission hints: Secrets or environment access
Dependency or permission surface needs review

Back to skill Alternatives Audit badge SVG

Compare nearby options

Related skills to audit next

Last30days Skill

Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.

64K Stars · Audit report

Academic Research Skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

38K Stars · Audit report

mono-color

Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.

1.9K Stars · Audit report