Menghasilkan manifest YAML yang tervalidasi skema dan memberikan panduan ahli mengenai Flux CD, Flux Operator, serta workflow GitOps untuk Kubernetes.
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- 3 Nov 2026
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- Apache-2.0
- Tool yang diizinkan
- —
Apa fungsi skill gitops-knowledge?
gitops-knowledge adalah agent skill. Menghasilkan manifest YAML yang tervalidasi skema dan memberikan panduan ahli mengenai Flux CD, Flux Operator, serta workflow GitOps untuk Kubernetes.
Ringkasan dibuat dari SKILL.md skill ini.
Tentang skill gitops-knowledge
Skill ini memungkinkan engineer Kubernetes untuk menghasilkan manifest YAML yang tervalidasi skema serta mendapatkan panduan ahli mengenai Flux CD dan workflow GitOps. Skill ini berfungsi sebagai basis pengetahuan khusus untuk mengelola toolkit Flux, dengan fokus pada setup cluster secara deklaratif melalui Flux Operator dan pembuatan custom resource tertentu. Saat sebuah agent memuat skill ini, ia dapat menghasilkan manifest yang akurat untuk komponen seperti HelmRelease, Kustomization, GitRepository, dan ResourceSet dengan memverifikasi nama field dan tipe data terhadap file skema internal.
Anda dapat mengandalkan tool ini untuk merancang model delivery yang kompleks, termasuk workflow berbasis Git dan delivery berbasis OCI yang bersifat Gitless. Skill ini memberikan arahan teknis mengenai struktur repositori, delivery aplikasi monorepo, dan multi-tenancy. Keunggulan skill ini terletak pada penegakan API versioning yang ketat dan penyediaan validasi melalui perintah flux schema. Skill ini dirancang untuk membantu tugas orkestrasi tingkat lanjut seperti menjalankan job migrasi sebelum deployment atau mengonfigurasi otomasi image tag dan drift detection.
Apa yang bisa dilakukan agent dengannya
- 1Merancang struktur repositori GitOpsDapatkan panduan dalam mengorganisir layout monorepo atau multi-repo untuk delivery aplikasi.
- 2Mengorkestrasi urutan deploymentKonfigurasikan ResourceSets untuk menjalankan database migration atau smoke test sebelum atau sesudah deployment.
- 3Mengimplementasikan model delivery GitlessSiapkan delivery berbasis OCI di mana Flux menarik artifact immutable dari sebuah registry alih-alih dari Git.
Ditulis dari SKILL.md milik skill tersebut. Setiap use case diverifikasi dengan kutipan darinya.
Cara install skill gitops-knowledge
Setiap perintah menyalin folder skill ke direktori skills client. Restart client atau mulai sesi baru untuk memuatnya.Install skill gitops-knowledge di Plugin
/plugin marketplace add fluxcd/agent-skills /plugin install gitops-skills@fluxcd
Install skill gitops-knowledge di Claude Code
~/.claude/skills/gitops-knowledge/SKILL.md
$ npx degit fluxcd/agent-skills/skills/gitops-knowledge ~/.claude/skills/gitops-knowledgeInstall skill gitops-knowledge di Claude Code (project)
.claude/skills/gitops-knowledge/SKILL.md
$ npx degit fluxcd/agent-skills/skills/gitops-knowledge .claude/skills/gitops-knowledgeInstall skill gitops-knowledge di Codex
~/.agents/skills/gitops-knowledge/SKILL.md
$ npx degit fluxcd/agent-skills/skills/gitops-knowledge ~/.agents/skills/gitops-knowledgeInstall skill gitops-knowledge di Gemini CLI
~/.gemini/skills/gitops-knowledge/SKILL.md
$ npx degit fluxcd/agent-skills/skills/gitops-knowledge ~/.gemini/skills/gitops-knowledgeInstall skill gitops-knowledge di Claude.ai
npx degit fluxcd/agent-skills/skills/gitops-knowledge gitops-knowledge && zip -r gitops-knowledge.zip gitops-knowledge # claude.ai → Customize → Skills → + → Create skill → Upload a skill → gitops-knowledge.zip
Pengecekan otomatis
Berjalan 14 Nov 2026Laporan lengkap →Lolos cek otomatis kami. Ini bukan audit keamanan: baca skripnya sebelum membiarkan agent menjalankannya. Cara kerja checks
- Source repository terhubung dan dapat dijangkaufluxcd/agent-skills/skills/gitops-knowledge is public and reachablegithub.com/fluxcd/agent-skills/tree/HEAD/skills/gitops-knowl ↗Lolos
- Lisensi open source (OSI)Apache-2.0spdx.org/licenses/Apache-2.0.html ↗Lolos
- Ada commit atau release dalam satu tahun terakhirLast commit 2026-11-03github.com/fluxcd/agent-skills/commits ↗Lolos
- Skrip tanpa unduh-lalu-jalankan atau pencurian kredensialNo scripts in the skill folderLolos
- Tidak ada instruksi tersembunyi di SKILL.mdNo override phrases, safeguard switches, credential requests or hidden charactersgithub.com/fluxcd/agent-skills/blob/HEAD/skills/gitops-knowl ↗Lolos
- Tool yang diizinkan otomatis dibatasiNo pre-approved tools; the agent asks before using onegithub.com/fluxcd/agent-skills/blob/HEAD/skills/gitops-knowl ↗Lolos
SKILL.md
Lihat di GitHubFlux CD Knowledge Base
You are an expert on Flux CD, the GitOps toolkit for Kubernetes. Use this knowledge base to answer questions accurately, generate correct YAML manifests, and explain Flux concepts.
Rules:
- Always use the exact apiVersion/kind combinations from the CRD table below. Never invent API versions.
- Before generating YAML for any CRD, verify field names, types, enums and required fields against its field index in
assets/schemas/. Each line is<dotted.path> <type> [(required)] [enum=a|b] [default=x] [pattern="..."] [min=N max=N] # description(arrays aspath[], maps as<map[string]T>). Grep a path prefix to list a subtree (grep '^spec\.chart\.' assets/schemas/helmrelease-helm-v2.fields.txt) or a field name to find where it lives. Mutual-exclusivity and other CEL rules are enforced byflux schema validate. - When a question requires detail beyond this file, load the relevant reference file from
references/. - When working inside a GitOps repository, inventory the layout with
flux schema discoverbefore placing files, and after writing manifests validate them withflux schema validate— fix and re-run until clean. Loadreferences/flux-cli.mdfor the full CLI workflow, local rendering, and overlay debugging. If the tools aren't installed, skip validation and say so. - Prefer Flux Operator (FluxInstance) for cluster setup. Do not reference
flux bootstrapor legacygotk-*files.
What is Flux
Flux is a set of Kubernetes controllers that implement GitOps: Git or OCI registries are the
source of truth, and Flux continuously reconciles that desired state with the cluster. Sources
poll at their interval and produce versioned artifacts; appliers (kustomize-controller,
helm-controller) build and server-side apply new revisions, detect drift and self-heal;
notification-controller reports status externally. Flux Operator manages the Flux
installation declaratively through a FluxInstance custom resource (install, configuration,
upgrades, lifecycle of all controllers); only one FluxInstance named flux can exist per cluster.
Sources (Git, OCI, Helm, Bucket) ─▶ Artifacts ─▶ Appliers (Kustomization, HelmRelease)
─▶ Managed Resources (Deployments, Services, ...) ─▶ Notifications (Provider + Alert)
ResourceSetInputProvider (GitHub PRs, OCI tags, in-cluster ExternalArtifacts, ...)
─▶ exports inputs ─▶ ResourceSet (template + input matrix; optional ordered `steps`)
─▶ generates per-input: Namespaces, Sources, Kustomizations, HelmReleases, RBAC, Jobs, ...
Two delivery models: Git-based (Flux watches Git and applies on commit) and Gitless (Git → CI pushes OCI artifacts → Flux pulls from the registry; artifacts are immutable, signed, and need no Git credentials on clusters).
Controllers, CRDs and References
The field index for each CRD is assets/schemas/<kind>-<group>-<version>.fields.txt in lowercase
(e.g. helmrelease-helm-v2.fields.txt, fluxinstance-fluxcd-v1.fields.txt).
| Kind | apiVersion | Controller | Reference |
|---|---|---|---|
| FluxInstance, FluxReport | fluxcd.controlplane.io/v1 | flux-operator | references/flux-operator.md |
| ResourceSet, ResourceSetInputProvider | fluxcd.controlplane.io/v1 | flux-operator | references/resourcesets.md |
| GitRepository, OCIRepository, HelmRepository, HelmChart, Bucket | source.toolkit.fluxcd.io/v1 | source-controller | references/sources.md |
| ExternalArtifact | source.toolkit.fluxcd.io/v1 | (3rd-party controllers) | references/sources.md |
| ArtifactGenerator | source.extensions.fluxcd.io/v1beta1 | source-watcher | references/sources.md |
| Kustomization | kustomize.toolkit.fluxcd.io/v1 | kustomize-controller | references/kustomization.md |
| HelmRelease | helm.toolkit.fluxcd.io/v2 | helm-controller | references/helmrelease.md |
| Provider, Alert | notification.toolkit.fluxcd.io/v1 | notification-controller | references/notifications.md |
| Receiver | notification.toolkit.fluxcd.io/v1 | notification-controller | references/notifications.md |
| ImageRepository, ImagePolicy | image.toolkit.fluxcd.io/v1 | image-reflector-controller | references/image-automation.md |
| ImageUpdateAutomation | image.toolkit.fluxcd.io/v1 | image-automation-controller | references/image-automation.md |
| Topic | Reference |
|---|---|
| Repository structure, monorepo vs multi-repo, OCI-based fleet management | references/repo-patterns.md |
| Monorepo directory-driven delivery (one pipeline per app/env directory), production fleet layout, layered infra reconcilers, per-env image policies | references/monorepo-delivery.md |
Jobs in sequence with deployments (migrations, smoke tests), ResourceSet steps, multi-tenancy, force/recreateOnFailure/checksumFrom annotations |
references/resourcesets.md |
| Best practices, dependency management, remediation, versioning, SPIFFE mTLS, object identity | references/best-practices.md |
Gitless GitOps, Flux OCI artifacts, flux push artifact, registry-based delivery |
references/gitless-gitops.md |
| Gitless image automation (ResourceSet + OCIArtifactTag) | references/gitless-image-automation.md |
Flux CLI and plugins: flux schema discover/validate/extract, local rendering with flux build and flux operator build, overlay debugging |
references/flux-cli.md |
| Terraform bootstrap of Flux Operator | references/terraform-bootstrap.md |
| Web UI, dashboard, SSO, OIDC, Dex, Keycloak, Entra ID, RBAC | references/web-ui.md |
| MCP Server, AI assistant integration, in-cluster deployment | references/mcp-server.md |
Ordering and Reactivity
Use dependsOn to control reconciliation order (CRDs before CRs, infrastructure before apps):
spec:
dependsOn:
- name: infra-controllers # wait for this Kustomization to be Ready
ResourceSet dependsOn entries take apiVersion/kind/name/namespace of any resource,
plus ready: true or a readyExpr CEL expression for custom readiness. For ordering within
a single ResourceSet, use spec.steps (ordered named steps, each applied and health-checked
before the next) instead of spec.resources — see references/resourcesets.md.
Controllers poll sources at their interval. To react immediately when a ConfigMap or Secret
referenced via postBuild.substituteFrom or valuesFrom changes, label it
reconcile.fluxcd.io/watch: Enabled.
Decision Trees
Which Source Type?
- Git repo with Kustomize overlays or plain YAML →
GitRepository - OCI artifact (container image with manifests) →
OCIRepository - Helm chart from OCI registry →
OCIRepositorywithlayerSelectorfor Helm media type - Helm chart from HTTPS Helm repo →
HelmRepository(default type) - S3/GCS/MinIO bucket →
Bucket - Monorepo that needs splitting →
ArtifactGenerator(createsExternalArtifactper path) - Monorepo where every
apps/<app>/envs/<env>directory gets its own pipeline automatically →ArtifactGeneratorpathPattern+ResourceSetInputProvider(type: ExternalArtifact) +ResourceSettemplating aKustomizationper artifact — loadreferences/monorepo-delivery.md - Helm chart + env-specific values from Git →
ArtifactGenerator(composes chart with values overlay)
Kustomization vs HelmRelease vs ResourceSet?
- Plain YAML or Kustomize overlays, one deployment →
Kustomization - Helm chart →
HelmRelease - Same template deployed for N inputs (tenants, components, environments) →
ResourceSet(generates resources from an input matrix; Kustomizations apply a fixed set of manifests) - Jobs that must run before/after a deployment (DB migration, smoke test, cache warmup) →
ResourceSetwithspec.steps— one object with apre-deployJob →deployKustomization →post-deployJob sequence, instead of threedependsOn-chained Kustomizations. Seereferences/resourcesets.md(Step-Based Reconciliation). - Kustomization and HelmRelease can target remote clusters via
kubeConfig.
How to Set Up GitOps from Scratch
Install Flux Operator (Helm chart or Terraform) → create a FluxInstance named flux in
flux-system with .spec.sync pointing at the Git repo or OCI registry → organize manifests
as Kustomize base+overlays → add Kustomization resources per component → add Provider + Alert.
Canonical YAML Patterns
1. GitOps Pipeline (GitRepository + Kustomization)
apiVersion: source.toolkit.fluxcd.io/v1
kind: GitRepository
metadata:
name: my-app
namespace: flux-system
spec:
interval: 5m
url: https://github.com/org/my-app.git
ref:
branch: main
secretRef:
name: git-credentials # optional, for private repos
---
apiVersion: kustomize.toolkit.fluxcd.io/v1
kind: Kustomization
metadata:
name: my-app
namespace: flux-system
spec:
interval: 10m
sourceRef:
kind: GitRepository
name: my-app
path: ./deploy/production
prune: true
wait: true
timeout: 5m
2. Helm from OCI Registry (Recommended)
apiVersion: source.toolkit.fluxcd.io/v1
kind: OCIRepository
metadata:
name: cert-manager-chart
namespace: cert-manager
spec:
interval: 1h
url: oci://quay.io/jetstack/charts/cert-manager
layerSelector:
mediaType: "application/vnd.cncf.helm.chart.content.v1.tar+gzip"
operation: copy
ref:
semver: "1.x"
---
apiVersion: helm.toolkit.fluxcd.io/v2
kind: HelmRelease
metadata:
name: cert-manager
namespace: cert-manager
spec:
interval: 1h
chartRef:
kind: OCIRepository
name: cert-manager-chart
install:
strategy:
name: RetryOnFailure
retryInterval: 5m
upgrade:
strategy:
name: RetryOnFailure
retryInterval: 5m
values:
crds:
enabled: true
For HTTPS Helm repositories use HelmRepository + HelmRelease with spec.chart.spec
(chart, version: "3.x", sourceRef) instead of chartRef. For an OCI chart owned by one HelmRelease,
2.10+ also allows spec.chart.kind: OCIRepository — see references/helmrelease.md.
3. FluxInstance with OCI Sync (Gitless GitOps)
apiVersion: fluxcd.controlplane.io/v1
kind: FluxInstance
metadata:
name: flux
namespace: flux-system
spec:
distribution:
version: "2.x"
registry: "ghcr.io/fluxcd"
components:
- source-controller
- source-watcher
- kustomize-controller
- helm-controller
- notification-controller
cluster:
type: kubernetes
size: medium
multitenant: true
tenantDefaultServiceAccount: flux
networkPolicy: true
sync:
kind: OCIRepository
url: "oci://ghcr.io/my-org/fleet-manifests"
ref: "latest"
path: "clusters/production"
pullSecret: "registry-auth"
4. ResourceSet for Multi-Component Orchestration
A ResourceSet lists spec.inputs (e.g. tenant/environment pairs) and spec.resources
templates that reference them with << inputs.tenant >>; each input renders its own Namespace,
source and Kustomization/HelmRelease. For the full example and the multi-tenant pattern —
per-tenant ServiceAccount + RoleBinding, serviceAccountName impersonation, dependsOn,
and the reconcileEvery annotation — load references/resourcesets.md.
5. Image Automation
- Git-based —
ImageRepository+ImagePolicy+ImageUpdateAutomationcommit tag bumps to Git via$imagepolicyYAML markers; requiresimage-reflector-controllerandimage-automation-controller. Use when PR-based approval of bumps is required or Git must record every deployed version. Loadreferences/image-automation.md. - Gitless —
ResourceSet+ResourceSetInputProvider(type: OCIArtifactTag) re-renders the downstreamHelmRelease/Kustomizationwithout touching Git: no bot credentials, no poll lag, no extra controllers. Recommended default for Flux Operator; best when the tag lives in Helm values or differs per cluster. Loadreferences/gitless-image-automation.md.
6. Notifications
Provider + Alert (v1) for outgoing notifications, Receiver (v1) for incoming
webhooks. For Slack, GitHub commit status, webhook receivers, and all provider types,
load references/notifications.md.
Common Mistakes
Wrong template delimiters:
- ResourceSet uses
<< inputs.field >>— NOT{{ .inputs.field }}or{{ inputs.field }} - Go templates
{{ }}are only used in ImageUpdateAutomation.spec.git.commit.messageTemplate
Mutual exclusivity:
- HelmRelease:
spec.chartandspec.chartRefare mutually exclusive - FluxInstance: only one per cluster, must be named
flux
HelmRelease strategy fields:
- Install/upgrade strategy is at
spec.install.strategy.nameandspec.upgrade.strategy.name - Always use
RetryOnFailure— it retries without rollback or uninstall, avoiding downtime - Do not use
RemediateOnFailureorspec.install.remediation/spec.upgrade.remediation
OCIRepository for Helm charts:
- Set
layerSelector(mediaType: "application/vnd.cncf.helm.chart.content.v1.tar+gzip",operation: copy) to extract the chart, as in pattern 2.
Jobs managed by a ResourceSet:
- Job specs are immutable — annotate the Job with
fluxcd.controlplane.io/force: enabledso a changed spec (new image tag) recreates it instead of failing the apply; addfluxcd.controlplane.io/recreateOnFailure: enabledonly for idempotent Jobs. - Never set
ttlSecondsAfterFinished— the operator re-applies the TTL-deleted Job as drift and the migration runs again. - Set
spec.wait: trueon a stepped ResourceSet, otherwise the final step is not health-checked.
Post-build substitution pitfalls:
substituteFromonly resolves ConfigMaps/Secrets in the Kustomization's own namespace — copy cluster variables into tenant namespaces withfluxcd.controlplane.io/copyFrom(ResourceSet) rather than referencingflux-systemfrom elsewhere.- Kustomize
spec.images[].namemust match a plain image reference in the manifests (image: frontend); image rewriting runs at build time, before${var}substitution. - A substituted value must not start with a YAML indicator (
>,|,*,&,[,{,%,@) — kustomize drops the surrounding quotes, so a semver range like>=1.0.0yields invalid YAML. Usex,1.x,~1.2.0,^1.2.0orx || >=0.0.0-0.
Drift control — pick the right knob:
- Kustomization
spec.ignore— exclude specific JSON-pointer fields from drift detection/apply (e.g. HPAreplicas). Distinct from thekustomize.toolkit.fluxcd.io/ssa: Ignoreannotation, which skips a whole object. - HelmRelease
spec.driftDetection.ignore— the HelmRelease equivalent, only active whendriftDetection.modeiswarn/enabled.
Berkas dalam skill ini
39Pertanyaan seputar skill gitops-knowledge
Bagaimana cara install skill gitops-knowledge di Claude Code?
Jalankan npx degit fluxcd/agent-skills/skills/gitops-knowledge ~/.claude/skills/gitops-knowledge. Claude Code memuat skill dari ~/.claude/skills (semua proyek) atau .claude/skills (satu proyek) dan menggunakan skill saat deskripsinya cocok dengan tugas.
Client mana saja yang bisa menggunakan skill gitops-knowledge?
Client apa pun yang membaca format Agent Skills: Claude Code, Codex, Gemini CLI, dan claude.ai (unggah sebagai ZIP). Script dalam skill hanya berjalan di client yang mengizinkan eksekusi kode.
Apa yang bisa dilakukan oleh Flux CD?
Flux adalah sekumpulan Kubernetes controller yang mengimplementasikan GitOps dengan menggunakan Git atau registry OCI sebagai source of truth untuk melakukan rekonsiliasi berkelanjutan antara state yang diinginkan dengan cluster.
Bagaimana Flux Operator mengelola instalasi Flux?
Flux Operator mengelola instalasi secara deklaratif melalui custom resource FluxInstance, yang menangani konfigurasi, upgrade, dan lifecycle dari semua controller.
Apa perbedaan antara model delivery berbasis Git dan Gitless?
Delivery berbasis Git melibatkan Flux yang memantau repositori Git dan menerapkan perubahan saat ada commit, sedangkan delivery Gitless menggunakan CI untuk mendorong artifact OCI yang kemudian ditarik oleh Flux dari sebuah registry.