Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/alivirgo/Major-AI-Skillsnpx agentmods add skills/alivirgo/major-ai-skills/fluxcdWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/alivirgo/major-ai-skills/fluxcd)<a href="https://agentmods.dev/skills/alivirgo/major-ai-skills/fluxcd"><img src="https://agentmods.dev/badge/skills/alivirgo/major-ai-skills/fluxcd/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/alivirgo/major-ai-skills/fluxcd"><img src="https://agentmods.dev/badge/skills/alivirgo/major-ai-skills/fluxcd.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00025 | $0.00999 |
| Opus 5 | $0.00013 | $0.00500 |
| Sonnet 5 | $0.00005 | $0.00200 |
| Haiku 4.5 | $0.00003 | $0.00100 |
Grade A, and why
fluxcd scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 148 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Flux CD GitOps AI Skill Guide
Overview
Flux reconciles Kubernetes clusters from Git using composable controllers: source-controller (GitRepository, OCIRepository, HelmRepository), kustomize-controller, helm-controller, and optional image-automation. Unlike a single Application CR, Flux models sources and apply pipelines as separate objects. Agents should debug by reading Ready conditions on each object in the dependency chain.
GitRepository / OCIRepository
|
v
Kustomization / HelmRelease --> cluster apply
^
ImageRepository + ImagePolicy + ImageUpdateAutomation (optional)
When to use
- Bootstrapping Flux on a cluster (
flux bootstrap) - Authoring GitRepository + Kustomization or HelmRelease pipelines
- Debugging stalled reconciliations and chart render errors
- Image tag automation updating Git automatically
Operational directives
- Trace Ready conditions from source -> Kustomization/HelmRelease -> workload health.
- Prefer immutable digests in production overlays; use image automation deliberately.
- Keep bootstrap and tenant paths separated; restrict Impersonation / SA privileges.
- Use
flux reconcileafter Git pushes when waiting on long intervals is costly. - Do not manually patch Flux-managed resources without suspending first.
Concrete examples
Bootstrap (GitHub)
flux bootstrap github \
--owner=example \
--repository=fleet-gitops \
--branch=main \
--path=clusters/prod \
--personal
GitRepository + Kustomization
apiVersion: source.toolkit.fluxcd.io/v1
kind: GitRepository
metadata:
name: platform
namespace: flux-system
spec:
interval: 1m
url: https://github.com/example/fleet-gitops
ref: { branch: main }
---
apiVersion: kustomize.toolkit.fluxcd.io/v1
kind: Kustomization
metadata:
name: api
namespace: flux-system
spec:
interval: 5m
path: ./apps/api/prod
prune: true
sourceRef:
kind: GitRepository
name: platform
targetNamespace: api
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today Changed · -7 tokens per session a17d4995c463
- 6d ago First seen · 148 lines · 32 tokens per session scan A 599367383183
fluxcd is a skill published in the GitHub repository alivirgo/Major-AI-Skills (1 stars, last pushed yesterday), licensed MIT. It adds 25 tokens to every session and 999 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.
Other skills, from other repositories
gitops-workflows
GitOps workflows and patterns using ArgoCD and Flux for declarative Kubernetes deployments. Use when implementing CI/CD for Kubernetes, managing multi-environment deployments, or adopting declarative infrastructure practices.
gitops-flow
Professional Gitops Flow Expert skill. Build robust, automated deployment pipelines and configure cloud infrastructure as code.
ax-extract-workflow
Reconstruct workflow behind a past coding-agent artifact using local ax sessions/commits/skills/tool traces. Use when asked how X was built.
chinese-git-workflow
A reference for configuring Git with Chinese code-hosting services such as Gitee, Coding.net, GitLab China, and CNB, including SSH, HTTPS, credentials, CI, and repository mirroring.
flux-controller-minor-releases
Run the upstream Flux controller minor release procedure for helm-controller, image-automation-controller, image-reflector-controller, kustomize-controller, notification-controller, source-controller, and source-watcher. Use when cutting a new controller minor release (vX.Y.0): creating the release series branch…
flux-controller-patch-releases
Run the upstream Flux controller patch release procedure for helm-controller, image-automation-controller, image-reflector-controller, kustomize-controller, notification-controller, source-controller, and source-watcher. Use when preparing a new controller patch release from a release series branch, drafting changelog…