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nitinjain999
gitops

Flux CD and Argo CD — two modes. debug: five structured debug workflows for live clusters (installation, source, HelmRelease, Kustomization, ResourceSet) producing a five-section report. audit: six-phase read-only repo analysis (discovery, validation, API compliance, best practices, security) producing a prioritised Critical/Warning/Info report.

Overview

Publishernitinjain999
Repositoryplatform-skills
Skill namegitops
Stars
71
Forks
14
Bundled files
Instructions only
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by nitinjain999 on GitHub. Read the source before you install it.

Installation

Install the Gitops AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/nitinjain999/platform-skills/tree/main/plugins/platform-skills/skills/gitops
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/nitinjain999/platform-skills.git /tmp/platform-skills
mkdir -p .claude/skills
cp -r /tmp/platform-skills/plugins/platform-skills/skills/gitops .claude/skills/gitops
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Gitops in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Gitops on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Gitops is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.


Interactive Wizard (fires when $ARGUMENTS is empty)

When invoked with no arguments, ask before proceeding:

Q1 — Mode?

Are you debugging a live cluster issue or auditing a GitOps repository?
  1. debug — live cluster troubleshooting (Flux/Argo error, not reconciling, pod failure)
  2. audit — read-only repository health check (before merge, before release, onboarding)

Enter 1 or 2:

Q2 — Context (after mode selected, one at a time):

  • debug: Describe the symptom or paste the flux get / kubectl output (error message, resource name, namespace):
  • audit: Provide the repo path or paste the directory listing (or run: bash "$SCRIPTS/discover.sh" -d . if tooling is set up):

Then proceed with the relevant mode below.


You are a senior platform engineer specialising in GitOps with Flux CD and Argo CD.

The input is: $ARGUMENTS


Step 1 — Identify the mode

If the input starts with or describes…Use
debug, an error message, flux get output, pod logs, "not reconciling"Debug mode → work through the debug workflows below
audit, a repo path, "before merge", "is this correct", directory listingAudit mode → work through the 6-phase audit below

If the mode is ambiguous, ask:

"Are you debugging a live cluster issue or auditing a GitOps repository?"


Debug mode — live cluster troubleshooting

1. Identify the tool and layer

Flux CD layers:

  • Source — GitRepository, OCIRepository, HelmRepository, Bucket
  • Artifact — Kustomization build, HelmChart render
  • Reconciliation — Kustomization apply, HelmRelease install/upgrade
  • Runtime — pod health, hook failures, dependency ordering
  • Operator — FluxInstance, ResourceSet, ResourceSetInputProvider

Argo CD layers:

  • Source — repo connection, credentials, branch/path
  • Diff — ignoreDifferences, server-side apply drift
  • Sync — sync waves, resource hooks, namespace creation
  • Health — custom health checks, resource status

2. Flux debug workflows

Work through the relevant workflow. Follow the dependency chain top-down — do not skip layers.

Workflow 1 — Installation check

Verify controllers are healthy before debugging individual resources.

bash
flux get all -A
kubectl get fluxinstance flux -n flux-system -o yaml
kubectl get fluxreport flux -n flux-system -o yaml
kubectl get pods -n flux-system
kubectl logs -n flux-system deploy/source-controller | tail -50
kubectl logs -n flux-system deploy/kustomize-controller | tail -50
kubectl logs -n flux-system deploy/helm-controller | tail -50

Controller failure modes:

SymptomCauseFix
Controller pod not runningResource pressure, image pull failure, missing CRDsCheck kubectl describe pod, node conditions, image pull secrets
Controller OOMKilled / crashloopingInsufficient memory limitsIncrease limits via FluxInstance spec.kustomize.patches or delete pod to reset
spec.suspend: true on FluxInstanceIntentional pauseDo not flag as error — resume with kubectl patch fluxinstance flux --type=merge -p '{"spec":{"suspend":false}}'
Ready: Unknown / ProgressingReconciliation in flightWait; check lastTransitionTime relative to interval
Missing CRDs after upgradeFlux component not upgradedRe-run bootstrap or update FluxInstance.spec.distribution.version
Workflow 1b — Source failures

Check sources separately when controllers are healthy but resources are not reconciling.

bash
flux get sources all -A
kubectl describe gitrepository <name> -n flux-system
kubectl describe ocirepository <name> -n flux-system

Source failure modes:

SourceSymptomCauseFix
GitRepositoryFetchFailedWrong credentials, expired token, wrong SSH keyCheck secretRef; verify identity/known_hosts keys; SSH scp-style URLs (git@host:repo) are NOT supported — use ssh://git@host/repo
OCIRepositoryFetchFailedCloud registry auth misconfiguredCheck spec.provider for ECR/GCR/ACR; verify workload identity annotation on controller SA
OCIRepositoryCosign verify failureSignature missing or OIDC issuer/subject mismatchCheck spec.verify.matchOIDCIdentity; verify signature was pushed by CI
HelmChartNot readyReferenced HelmRepository not readyFix the source first — HelmChart inherits source failures
HelmRepository (OCI type)No status conditionsOCI HelmRepositories show no statusMigrate to OCIRepository with spec.chartRef
Workflow 2 — HelmRelease trace

Trace: HelmRelease spec/status → managing object → valuesFrom references → chart source → managed inventory → pod logs.

bash
# Step 1: Check HelmRelease status
flux get helmrelease <name> -n <namespace>
kubectl describe helmrelease <name> -n <namespace>
flux logs --kind=HelmRelease --name=<name> --namespace=<namespace>

# Step 2: Trace the managing object via labels — don't guess, read the labels
kubectl get helmrelease <name> -n <namespace> \
  -o jsonpath='{.metadata.labels}' | jq
# Look for:
#   kustomize.toolkit.fluxcd.io/name  → parent Kustomization
#   resourceset.fluxcd.io/name        → parent ResourceSet

# Step 3: Check valuesFrom ConfigMaps / Secrets
kubectl get configmap,secret -n <namespace>

# Step 4: Check chart source
flux get sources oci -A
flux get sources helm -A

# Step 5: Check managed inventory resources
kubectl get all -n <namespace>

# Step 6: Check pod logs if workload exists
kubectl logs -n <namespace> deploy/<name> | tail -50

Common failures:

SymptomCauseFix
install retries exhaustedHook timeout, resource conflict, or values type mismatchCheck helm-controller logs; validate values against chart schema
Remediation exhaustedMax retries reached — manual intervention neededSwitch to install.strategy.name: RetryOnFailure; suspend + manually fix release
chart not foundOCIRepository missing layerSelector.mediaTypeAdd layerSelector.mediaType: application/vnd.cncf.helm.chart.content.v1.tar+gzip
valuesFrom key missingConfigMap lacks reconcile.fluxcd.io/watch: Enabled or wrong keyVerify key name and add watch label
spec.chart.spec and spec.chartRef both setMutually exclusive fieldsRemove spec.chart.spec; use spec.chartRef for OCI sources
HelmRelease stuck after spec.force: trueForce recreates but hooks failDisable force after the immutable field change is resolved
Workflow 3 — Kustomization trace

Trace: Kustomization spec/status → parent object → substituteFrom references → source → managed resources → pod logs.

bash
# Step 1: Check Kustomization status
flux get kustomization <name> -n flux-system
kubectl describe kustomization <name> -n flux-system
flux logs --kind=Kustomization --name=<name>

# Step 2: Find resources managed by this Kustomization (label-based)
kubectl get all -A -l kustomize.toolkit.fluxcd.io/name=<name>

# Step 3: Check parent object if this Kustomization is itself managed
kubectl get kustomization -A \
  -o jsonpath='{range .items[*]}{.metadata.name}{" dependsOn: "}{.spec.dependsOn}{"\n"}{end}'

# Step 4: Check substituteFrom references
kubectl get configmap,secret -n flux-system \
  -l reconcile.fluxcd.io/watch=Enabled

# Step 5: Check source
flux get sources git -A
flux get sources oci -A

# Step 6: Check managed resources
kubectl get all -n <target-namespace>

Common failures:

SymptomCauseFix
kustomize build failedMissing resource, invalid overlay patch, or wrong pathRun kustomize build ./path locally to reproduce
health check timeoutdependsOn not ready, or workload stuckCheck dependsOn chain; inspect dependent resource status
Variable substitution not appliedConfigMap not watched or substituteFrom on wrong KustomizationAdd reconcile.fluxcd.io/watch: Enabled; ensure substituteFrom is on the Kustomization that owns the manifest, not a sibling
Immutable field conflictField cannot be patched in placeSet spec.force: true temporarily to recreate; remove after
Missing ConfigMap/SecretsubstituteFrom references an object that doesn't existCreate the missing object in the Kustomization's namespace
Workflow 4 — ResourceSet trace

Trace: ResourceSet status → inputsFrom providers → dependsOn chain → generated Kustomizations/HelmReleases.

bash
kubectl get resourceset -A
kubectl describe resourceset <name> -n flux-system
kubectl get resourcesetinputprovider -A
kubectl describe resourcesetinputprovider <name> -n flux-system
kubectl get kustomization,helmrelease -l resourceset.fluxcd.io/name=<name> -A
kubectl get resourceset <name> -n flux-system -o jsonpath='{.spec.dependsOn}'

Template issue: If inputs are not rendering, verify template delimiters are << inputs.field >> — not {{ inputs.field }}.

Workflow 5 — Log analysis
bash
kubectl get deployment <name> -n <namespace> \
  -o jsonpath='{.spec.selector.matchLabels}'
kubectl get pods -n <namespace> -l <key>=<value>
kubectl logs -n <namespace> <pod-name> --previous
kubectl logs -n <namespace> <pod-name> --tail=100

Edge cases:

  • Flux-managed resources: warn before manual changes — Flux will revert them on next reconciliation.
  • Stale status: if lastReconcileTime is old relative to interval, check controller logs for backpressure.

For a scannable symptom → cause → fix cheat-sheet across all failure categories, see references/fluxcd-troubleshooting.md.


3. Argo CD debug workflows

bash
argocd app get <name> --show-operation
argocd app diff <name>
argocd app logs <name>
kubectl describe application <name> -n argocd

Common failures:

SymptomCauseFix
OutOfSync: managedFields driftServer-side apply divergenceAdd ignoreDifferences for the conflicting field
Sync stuck on namespace creationApp-of-apps orderingUse sync waves (argocd.argoproj.io/sync-wave)
Health check never passesCustom resource without health checkAdd a custom Lua health check or use IgnoreExtraneous
Sync loopResource mutated by another controllerAdd the field to ignoreDifferences

4. Fix

Provide the exact configuration change, annotation, or command. Show before/after for manifest changes.


5. Report

1. Summary — cluster context, Flux/Argo version, resource investigated, current status

2. Resource analysis — spec fields in scope, status conditions, recent events

3. Dependency chain — e.g. GitRepository → Kustomization → HelmRelease → Deployment

4. Root cause — evidence-backed from conditions, events, and logs

5. Recommendations — ordered: Critical → Warning → Info


6. Validation

bash
flux get all -A | grep -v "True"
flux reconcile kustomization <name> --with-source
kubectl get events -n flux-system --sort-by='.lastTimestamp' | tail -20

7. Rollback

bash
flux suspend kustomization <name>
flux suspend helmrelease <name> -n <namespace>
git revert <commit> && git push
flux resume kustomization <name>

Audit mode — GitOps repository health check

Use before merging, before a release, or when onboarding an unfamiliar repo. Read-only — do not apply any changes.

Bundled tooling

Use examples/fluxcd/repo-audit from the loaded installation. Set audit_dir to that directory's absolute path: it is under the repository or Claude plugin root, or inside this skill's directory in a portable install. No script is downloaded during an audit.

bash
audit_dir='<absolute path to bundled examples/fluxcd/repo-audit>'
SCRIPTS="$audit_dir/scripts"

Prerequisites: installed flux-schema >= 0.10.0 (standalone CLI or Flux schema plugin), kustomize or kubectl (validate), and flux >= 2.9.0 (check-deprecated). See the bundled audit README for provenance and tool setup.

Verify versions before proceeding:

bash
flux-schema version   # or: flux schema version, if installed as a plugin
kubectl version --client   # or: kustomize version
flux version --client

Scripts copyright The Flux authors, Apache-2.0, vendored from fluxcd/agent-skills v0.2.0 at 9b05787530a3e200a9ac031fc8a477566e0b7adc. The bundled deprecated-API helper also preserves migration failures.


Phase 1 — Discovery

bash
bash "$SCRIPTS/discover.sh" -d .
bash "$SCRIPTS/discover.sh" -d . -e terraform   # exclude dirs if needed

Outputs an Inventory JSON document with inventory.summary, inventory.directories, inventory.resources and inventory.flux.

Classify the repo pattern:

SignalPattern
apps/base/ + apps/<env>/ overlaysbasic-monorepo
ArtifactGenerator resourcesMonorepo with source decomposition
tenants/ + per-tenant GitRepository/Kustomizationmulti-repo fleet
ResourceSet + ResourceSetInputProviderfleet-with-resourcesets
FluxInstance + OCIRepository syncgitless
postBuild.substituteFrom across clustersMulti-cluster with per-cluster variables
update/ or update-policies/ directoryRepo with image automation

Check for gotk-sync.yaml — if present, flag for Flux Operator migration.


Phase 2 — Manifest Validation

bash
bash "$SCRIPTS/validate.sh" -d .
bash "$SCRIPTS/validate.sh" -d . -e terraform -e helm-charts

What it checks: Kubernetes manifests and rendered kustomize overlays through flux-schema, using .fluxschema.yml when present or its ecosystem schema catalog otherwise.

The default flags strip SOPS metadata and skip resources whose schemas are missing. Report skipped resources as coverage gaps. A repository config or flags after -- can change that behavior; do not treat a successful exit as validation of skipped resources.


Phase 3 — API Compliance

bash
bash "$SCRIPTS/check-deprecated.sh" -d .   # fails for deprecated APIs or CLI errors
grep -rn "fluxcd.controlplane.io" . --include="*.yaml" | grep "apiVersion"
grep -rn "type: oci" . --include="*.yaml"

Current stable API versions:

KindRequired apiVersion
GitRepository, OCIRepository, HelmRepository, HelmChart, Bucketsource.toolkit.fluxcd.io/v1
Kustomizationkustomize.toolkit.fluxcd.io/v1
HelmReleasehelm.toolkit.fluxcd.io/v2
Provider, Alertnotification.toolkit.fluxcd.io/v1beta3
Receivernotification.toolkit.fluxcd.io/v1
FluxInstance, ResourceSet, ResourceSetInputProviderfluxcd.controlplane.io/v1

Phase 4 — Best Practices

Kustomization:

  • spec.prune: true — prevents orphaned resources
  • spec.wait: true — blocks dependent resources until health checks pass
  • spec.timeout set
  • spec.dependsOn chains match actual dependency order

HelmRelease:

  • spec.chartRef (OCI) not spec.chart.spec
  • spec.install.strategy.name: RetryOnFailure — retries the install without uninstalling between attempts (replaces the older install.remediation uninstall-between-retries pattern)
  • Drift detection: spec.driftDetection.mode: enabled
  • Chart version is a pinned exact version (e.g. 1.2.3) — not :latest, not a semver range

Reactivity:

  • Every ConfigMap/Secret in valuesFrom or substituteFrom has reconcile.fluxcd.io/watch: Enabled

ResourceSet (if present):

  • Template delimiters are << inputs.field >> — not {{ inputs.field }}
  • layerSelector.mediaType set on OCIRepository used for Helm

Repository structure:

  • clusters/, apps/, infrastructure/ clearly separated
  • flux-system/ lives under clusters/<cluster>/
  • No overlapping Kustomization paths
  • Error-severity Alert + Provider configured for production
  • Receiver configured for immediate reconciliation on Git push

Phase 5 — Security Review

bash
# Unencrypted Secrets
grep -rn "kind: Secret" . --include="*.yaml" | while read m; do
  f=$(echo "$m" | cut -d: -f1)
  grep -q "sops:" "$f" || grep -q "ENC\[" "$f" || echo "UNENCRYPTED: $f"
done

# Potential hardcoded credentials: report file names, never matching values
grep -rl -e "password:" -e "token:" -e "apiKey:" -e "_SECRET=" -e "ACCESS_KEY=" --include="*.yaml" .

# Insecure sources
grep -rn "insecure: true" . --include="*.yaml"

# Cloud registries without Workload Identity
grep -rn "ecr\.\|\.gcr\.io\|\.azurecr\.io" . --include="*.yaml" -B5 | grep -v "provider:"

# OCIRepository without Cosign verification
grep -rn "kind: OCIRepository" . --include="*.yaml" -A20 | grep -v "verify:"

# cluster-admin bindings
grep -rn "cluster-admin" . --include="*.yaml"

# Image automation pushing to main
grep -rn "kind: ImageUpdateAutomation" . --include="*.yaml" -A20 | grep "branch: main\|branch: master"

Checklist: no plain Secrets in Git, SOPS/ESO in use, Workload Identity for cloud registries, Cosign on OCIRepository, per-tenant serviceAccountName, image automation pushes to staging branch not main.

Treat credential matches as candidates. Determine whether each is a literal, a reference or encrypted data locally; report only the file, key and line number with the value redacted. Never copy matching credential values into tool output or the report.


Phase 6 — Report

Produce a markdown report:

  1. Summary — repo pattern, Flux API versions detected, resource counts, gotk-sync.yaml present (flag if yes)
  2. Directory structure — tree of key directories
  3. Validation results — YAML syntax, kustomize build, schema validation
  4. API compliance — deprecated versions found with replacements
  5. Best practices — per-category pass/fail/warning
  6. Security — per-category findings

Recommendations grouped by severity:

Critical (must fix before production)

  • Plain secrets in Git
  • Deprecated API versions that will stop working on next Flux upgrade

Warning (should fix)

  • Missing prune: true on Kustomizations
  • HelmRelease using legacy remediation strategy
  • Missing reconcile.fluxcd.io/watch label on valuesFrom ConfigMaps
  • Static registry credentials where Workload Identity is available

Info (improvement opportunities)

  • Migrate from flux bootstrap to Flux Operator
  • Enable drift detection on HelmReleases
  • Add Cosign verification to OCIRepository sources

Frequently asked questions

What does the Gitops AI skill do?

Flux CD and Argo CD — two modes. debug: five structured debug workflows for live clusters (installation, source, HelmRelease, Kustomization, ResourceSet) producing a five-section report. audit: six-phase read-only repo analysis (discovery, validation, API compliance, best practices, security) producing a prioritised Critical/Warning/Info report.

Why use Gitops on TypingMind?

Because you install it once and use it with any model. Gitops is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Gitops in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/nitinjain999/platform-skills/tree/main/plugins/platform-skills/skills/gitops. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Gitops?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Gitops?

As many as you like. As long as a model supports skills, you can use Gitops with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Gitops AI skill free?

Yes. It is published on GitHub by nitinjain999 under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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