Openchoreo Developer Gitops

OpenChoreo Developer GitOps Guide

Git is the source of truth; the cluster is its reflection. This skill writes OpenChoreo application resources to Git (Project / Component / Workload / ComponentRelease / ReleaseBinding), lets Flux reconcile them, and reads cluster state with occ to verify.

This skill is scoped to application-developer GitOps work. Repo scaffolding, Flux wiring, and authoring platform CRDs (ComponentTypes, Traits, Workflows, Environments, DeploymentPipelines, SecretReferences, AuthzRoles, planes) are out of scope — they're done by whoever owns the platform side. Don't edit GitOps-managed resources via occ apply -f or any other direct write path; Flux will revert them on the next reconcile.

Step 0 — Hard preconditions

Two checks; both must pass before proceeding.

# 0a — occ configured against the right cluster
command -v occ && occ config context list && occ namespace list

# 0b — cwd is inside a scaffolded GitOps repo
ls flux 2>/dev/null && ls platform-shared 2>/dev/null && ls namespaces 2>/dev/null

If occ is missing / unconfigured, stop and tell the user to install + configure it. If the cwd isn't a scaffolded repo (no flux/ or clusters//, no platform-shared/, no namespaces/), ask the user for the repo path; if no repo exists, the repo needs scaffolding upstream of this skill — don't start creating components in a non-scaffolded directory.

Always show the active occ context and confirm with the user before any cluster-touching action.

Step 1 — Load concepts (MANDATORY)

Read [references/concepts.md](./references/concepts.md) in full before anything else. Not optional, even if the task looks simple — you'll get the two-resource deploy model / immutability / workload-descriptor tradeoffs / verification ladder wrong from memory. Load once per session; if you catch yourself acting without it, stop and load now.

Load other references on-demand:

• [references/authoring.md](./references/authoring.md) — occ file-mode generators, docs lookup via scripts/fetch-page.sh, repo paths, git workflow, DCO.
• [scripts/fetch-page.sh](./scripts/fetch-page.sh) — fetch any OpenChoreo docs page by title (resolves against llms.txt, picks a stable version). Use this for full CRD schemas with optional fields; --section "API Reference" scopes matching to CRD-reference pages, --list dumps the index.
• [references/getting-started.md](./references/getting-started.md) — first-time deploys (no Project yet, or first time the user touches this repo).

What this skill can do

• Onboard a Component — BYO image or source-build → [recipes/onboard-component-byo.md](./references/recipes/onboard-component-byo.md), [recipes/onboard-component-source-build.md](./references/recipes/onboard-component-source-build.md)
• Update a Workload — edit YAML (BYO) or push + rebuild (source-build) → [recipes/update-workload.md](./references/recipes/update-workload.md)
• Configure a Workload — endpoints, env, files, secrets → [recipes/configure-workload.md](./references/recipes/configure-workload.md)
• Attach a PE-authored Trait → [recipes/attach-trait.md](./references/recipes/attach-trait.md)
• Wire component dependencies — dependencies.endpoints[] with env-var injection → [recipes/connect-components.md](./references/recipes/connect-components.md)
• Use a Resource — managed-infrastructure dependency (databases, queues, caches); author Resource + ResourceReleaseBinding YAML, wire dependencies.resources[] on a Workload → [recipes/use-a-resource.md](./references/recipes/use-a-resource.md)
• Generate ComponentReleases / ReleaseBindings via occ file-mode — produced through the onboard recipes.
• Promote releases — single component or bulk (project / all) → [recipes/promote.md](./references/recipes/promote.md), [recipes/bulk-promote.md](./references/recipes/bulk-promote.md)
• Per-environment overrides — replicas, resources, env vars, trait config → [recipes/override-per-environment.md](./references/recipes/override-per-environment.md)
• Soft-undeploy / rollback — flip spec.state: Undeploy or repoint at a prior ComponentRelease → [recipes/promote.md](./references/recipes/promote.md) Rollback
• Verify Flux + ReleaseBinding reconciliation → [recipes/verify-and-debug.md](./references/recipes/verify-and-debug.md)

What this skill cannot do

• Repo scaffolding or Flux wiring. Out of scope; assumes the repo is already scaffolded and Flux is wired.
• Authoring ComponentTypes / ResourceTypes / Traits / Workflows. Platform-side. Pick from what occ clustercomponenttype list / occ clusterresourcetype list / occ clustertrait list / occ clusterworkflow list show; the developer references what the platform offers.
• Plane registration, AuthzRole / SecretReference authoring. Platform-side.
• Imperative ops — triggering a WorkflowRun, runtime log tail, pod-level debugging via kubectl exec. WorkflowRun does not go in Git (per gitops/overview.md); trigger via the UI, webhook, or occ component workflow run. For pod-level runtime debugging, use kubectl directly against the data plane or the cluster's observability backend.
• Editing GitOps-managed resources via occ apply -f or any other direct write path — Flux reverts them on the next reconcile. Always go through Git.

Working style

• Git is the source of truth. Application resources change only through Git. occ apply -f is reserved for pre-Flux bootstrap (which is a PE concern; this skill rarely needs it).
• Use occ file-mode generators for the four kinds they own (Workload, ComponentRelease, ReleaseBinding, Component scaffold). For everything else (Project, dependency wiring on a Workload, ReleaseBinding overrides, Resource + ResourceReleaseBinding — no generators exist for these), fetch the full schema with ./scripts/fetch-page.sh --exact --title "".
• Always git commit -s (DCO is required upstream; harmless on forks).
• Every change is a feature branch + PR. git checkout -b first, push that branch, open a PR.
• occ over kubectl for OpenChoreo CRDs. When reading / writing Project, Component, Workload, ComponentRelease, ReleaseBinding, Resource, ResourceRelease, ResourceReleaseBinding, Environment, ComponentType, ResourceType, Trait, Workflow, SecretReference — use occ get/list/delete. For runtime logs / build logs, prefer occ component logs / occ workflowrun logs. Reach for kubectl only for non-OpenChoreo resources (Flux CRDs, raw K8s pod state).
• Verify, don't assume. Reconciliation is interval-based (GitRepository: 1m, Kustomization: 5m). Read the result back with occ get after merge.
• Don't open a PR or push without explicit user confirmation. Local commits are reversible; remote-visible actions are not.
• Path A vs Path B for source-build Workloads. Decide once whether workload.yaml in the source repo is the source of truth (Path A) or direct edits to the Workload CR in the GitOps repo are (Path B). Mixing them is a one-way migration trap. See [recipes/onboard-component-source-build.md](./references/recipes/onboard-component-source-build.md).

Stable guardrails

• ComponentRelease is immutable. Regenerate with occ componentrelease generate; never hand-edit.
• ResourceRelease is auto-cut and never in Git. The Resource controller hashes Resource.spec + ResourceType.spec and cuts a new release on every change. Promote a binding by advancing ResourceReleaseBinding.spec.resourceRelease in Git — do not use occ resource promote against a GitOps-managed cluster (it patches the binding imperatively and Flux reverts).
• Workload.spec.owner (projectName + componentName) is immutable after creation. Pick names carefully.
• Component.spec.componentType and spec.workflow kinds default to cluster-scoped when omitted. Set kind: ComponentType / kind: Workflow explicitly when referencing namespace-scoped variants.
• Project.spec.deploymentPipelineRef is an object (since v1.0.0), not a plain string. kind defaults to DeploymentPipeline.
• For third-party / public apps: default to BYO image, not source build. Multi-platform Dockerfiles (ARG BUILDPLATFORM) commonly fail in the buildah-based builder. If you see exit-125 BUILDPLATFORM errors, switch to BYO.
• No plaintext secrets in Git. Use a PE-authored SecretReference; consume from a Workload via valueFrom.secretKeyRef.
• Workload env / files entries need exactly one of value or valueFrom — not both, not neither. Validation fails otherwise.

Anti-patterns

• Creating a Component without first reading the available ClusterComponentType / ComponentType / Trait / Workflow lists on the cluster. Author the spec against the live platform shape.
• Hand-authoring a Workload spec when occ workload create --mode file-system could do it from a descriptor + image.
• Hand-editing a ComponentRelease file (it's immutable; regenerate instead).
• Adding workload.yaml to a source repo whose Component's Workload has been iterated on directly (Path B) without first dumping the live Workload and reconstructing the descriptor (one-way destructive migration — overwrites the cluster spec).
• Setting visibility: external on a service-to-service dependency between Components in the same project — project is the right default. external is for public-internet ingress only.
• Pushing or opening a PR before the user has seen the commit list.
• Assuming a deployment is healthy because Ready=True — Ready means reconciled, not necessarily working. Curl an external endpoint or pull logs via occ component logs -n --env when in doubt.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: openchoreo
• Source: openchoreo/skills
• License: Apache-2.0

Install and usage instructions live in the source repository linked above.