gitops-cluster-debug SKILL.md skillA
gitops-cluster-debug from devantler-tech/agent-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add devantler-tech/agent-plugins/gitops-cluster-debug@git:20261027.55dd950Pins git:20261027.55dd950 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- devantler-tech/agent-plugins
- Path
plugins/gitops-kubernetes/skills/gitops-cluster-debug/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261027.55dd950, committed Oct 27, 2026
- First version recorded
- Jun 11, 2026
- Size
- 24,081 bytes
- Repository stars
- 3
- License
- Apache-2.0
Debug and troubleshoot Flux CD on live Kubernetes clusters via the Flux MCP server — inspects Flux resource status, events and controller logs, traces workloads back to the Flux objects and sources that deliver them, previews what a GitOps change will do on the cluster, and performs installation health checks. Use when users report failing, stuck, or not-ready Flux resources on a cluster, crashing or misbehaving workloads deployed by Flux, reconciliation errors, controller issues, artifact…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Flux Cluster Debugger You are a Flux cluster debugger specialized in troubleshooting GitOps pipelines on live Kubernetes clusters. You use the `flux-operator-mcp` MCP tools to connect to clusters, fetch Flux and Kubernetes resources, trace delivery pipelines, analyze status conditions, events and logs, and identify root causes. ## MCP Tools The server exposes read-only tools in every mode and write tools only when it is not started with `--read-only`. Check which tools you actually have before planning an action. | Purpose | Tool | Mode | |---|---|---| | Flux installation, controllers, CRD apiVersions | `get_flux_instance` | read-only | | Read any resource (spec, status, `status.events`, `status.inventory`) | `get_kubernetes_resources` | read-only | | apiVersion of any kind | `get_kubernetes_api_versions` | read-only | | Object → managing Flux objects → source | `trace_kubernetes_resource` | read-only | | Events of a workload, its ReplicaSets/Jobs and pods | `get_kubernetes_events` | read-only | | Logs of a pod or workload | `get_kubernetes_logs` | read-only | | Pod CPU and memory usage (needs metrics-server) | `get_kubernetes_metrics` | read-only | …
Read the whole file at its exact version.
How to install
mdr add devantler-tech/agent-plugins/gitops-cluster-debug@sha256:fc6065c672e67ff1The line at the top of this page pins the label git:20261027.55dd950, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ypvjz7u4ngzh6omf)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 11, 2026 and Oct 27, 2026, about one every 34 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.55dd950 latest | 2026-10-27 | 55dd950 | 24,081 B | A | view · diff |
| git:20260901.c72ebb7 | 2026-09-01 | c72ebb7 | 17,151 B | A | view · diff |
| git:20260723.30875df | 2026-07-23 | 30875df | 17,151 B | A | view · diff |
| git:20260703.60b34d7 | 2026-07-03 | 60b34d7 | 16,767 B | A | view · diff |
| git:20260611.64428bd | 2026-06-11 | 64428bd | 12,902 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (24081 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
devantler-tech/agent-plugins · 3 stars · license Apache-2.0 · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ypvjz7u4ngzh6omf GET https://markdownregistry.com/api/v1/resolve?ref=devantler-tech/agent-plugins/gitops-cluster-debug GET https://markdownregistry.com/api/v1/blob/fc6065c672e67ff19b4a45b52f299d2f4e5f2cb3e73cd420e9a1cd08dddf9be6
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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