Marketing Foundation
Compact two-skill starter: clarify positioning and choose a lead magnet. Use Marketing Launch for the broader eight-skill go-to-market workflow.
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Compact two-skill starter: clarify positioning and choose a lead magnet. Use Marketing Launch for the broader eight-skill go-to-market workflow.
Build an evidence-led marketing plan from ICP and competition through positioning, campaigns, growth and measurement.
Diagnose architecture and context, plan agent-team responsibilities, then organize project context and session handoffs. Memory and cost-runtime reviews remain outside this pack.
Review the journey from landing page and lead capture through registration, first value and transparent upgrades.
Plan a campaign, draft its channel content and review the work against actual brand guidance.
Prioritize an editorial roadmap and plan how to launch and distribute it across suitable channels.
Understand customer needs, compare competitors and plan a community around real member value.
Choose a relevant lead magnet, then draft a permission-based nurture journey with entry, suppression and exit rules.
Define the API contract, then plan how to observe its latency, failures and retries. Guidance and checklist; no production changes.
Profile a dataset, choose and interpret statistical methods, then validate calculations and conclusions before sharing.
Define the target account, prioritize buying signals, plan a human LinkedIn engagement routine and prepare evidence-led responses to buyer concerns.
Improves GKE workload reliability, using PDBs, health probes, and topology
---
name: gke-reliability
description: >-
Improves GKE workload reliability, using PDBs, health probes, and topology
spread constraints. Use when configuring GKE workload reliability, setting up
PDBs, or configuring GKE health probes (liveness, readiness, startup). Don't
use for generating K8s YAML manifests (use gke-manifest-generation) or
disaster recovery and cluster backups (use gke-backup-dr).
metadata:
version: "1.0.1"
category: Containers
---
# GKE Reliability
> **Routing Note:** To generate Kubernetes YAML manifests (`Deployment`, `StatefulSet`, `Service`, `ConfigMap`, `HTTPRoute`, `PodDisruptionBudget`), open `gke-manifest-generation/SKILL.md`.
This reference covers high availability and reliability configuration for GKE
clusters and workloads.
> **MCP Tools:** `get_cluster`, `get_k8s_resource`, `describe_k8s_resource`,
> `apply_k8s_manifest`, `list_k8s_events`
## Golden Path Reliability Defaults
| Setting | Golden Path Value | Notes |
| ---------------- | --------------------- | -------------------------------- |
| Cluster type | Regional (4 zones: | Control plane replicated across |
: : us-central1-a/b/c/f) : zones :
| Upgrade strategy | SURGE (`maxSurge: 1`) | Rolling upgrades with extra |
: : : capacity :
| Auto-repair | `true` | Unhealthy nodes replaced |
: : : automatically :
| Auto-upgrade | `true` | Nodes follow control plane |
: : : version :
| Release channel | REGULAR | Balanced freshness and stability |
| Stateful HA | Enabled | Leader election for stateful |
: : : workloads :
## Workflows
### 1. Verify Cluster High Availability
```
# MCP (preferred)
get_cluster(name="projects/<PROJECT>/locations/<REGION>/clusters/<CLUSTER>",
readMask="location,locations,nodePools.locations")
# gcloud fallback
gcloud container clusters describe <CLUSTER> --region <REGION> \
--format="json(location, locations)" \
--quiet
```
- If `location` is a region (e.g., `us-central1`), the control plane is
regional
- If `locations` has multiple entries, nodes span multiple zones
### 2. Pod Disruption Budgets (PDBs)
PDBs ensure minimum pod availability during voluntary disruptions (node
upgrades, autoscaler scale-down).
**Check existing PDBs:**
```
# MCP (preferred)
get_k8s_resource(parent="...", resourceType="poddisruptionbudget")
# kubectl fallback
kubectl get pdb --all-namespaces
```
**Create PDB:**
```yaml
apiVersion: policy/v1
kind: PodDisruptionBudget
metadata:
name: my-app-pdb
namespace: default
spec:
minAvailable: 2 # Or use maxUnavailable: 1
selector:
matchLabels:
app: my-app
```
> Every production Deployment with 2+ replicas should have a PDB.
### 3. Health Probes
Every production container should have liveness and readiness probes. Startup
probes are recommended for slow-starting apps.
**Check existing probes:**
```
# MCP (preferred)
describe_k8s_resource(parent="...", resourceType="deployment", name="<APP>", namespace="<NS>")
# kubectl fallback
kubectl get deployment <APP> -n <NS> -o yaml | grep -E "livenessProbe|readinessProbe|startupProbe"
```
**Recommended probe configuration:**
```yaml
spec:
containers:
- name: app
livenessProbe:
httpGet:
path: /healthz
port: 8080
initialDelaySeconds: 15
periodSeconds: 10
timeoutSeconds: 2
failureThreshold: 3
readinessProbe:
httpGet:
path: /readyz
port: 8080
initialDelaySeconds: 5
periodSeconds: 5
timeoutSeconds: 2
failureThreshold: 3
startupProbe: # For slow-starting apps
httpGet:
path: /healthz
port: 8080
initialDelaySeconds: 10
periodSeconds: 5
timeoutSeconds: 2
failureThreshold: 30 # 30 * 5s = 150s max startup time
```
- **Readiness**: Determines when a pod can accept traffic
- **Liveness**: Determines when to restart a container
- **Startup**: Disables liveness/readiness until the app is ready (prevents
premature restarts)
### 4. Graceful Shutdown
Ensure applications handle `SIGTERM` and drain in-flight requests:
```yaml
spec:
terminationGracePeriodSeconds: 30 # Default; increase for long-running requests
containers:
- name: app
lifecycle:
preStop:
exec:
command: ["/bin/sh", "-c", "sleep 5"] # Allow LB to deregister
```
### 5. Topology Spread Constraints
Distribute pods across zones and nodes to survive failures:
```yaml
spec:
topologySpreadConstraints:
- maxSkew: 1
topologyKey: topology.kubernetes.io/zone
whenUnsatisfiable: DoNotSchedule
labelSelector:
matchLabels:
app: my-app
- maxSkew: 1
topologyKey: kubernetes.io/hostname
whenUnsatisfiable: ScheduleAnyway
labelSelector:
matchLabels:
app: my-app
```
- **Zone spread** (`DoNotSchedule`): Hard requirement -- pods must be balanced
across zones
- **Node spread** (`ScheduleAnyway`): Best-effort -- prefer distribution but
don't block scheduling
### 6. Replicas
| Workload Type | Minimum Replicas | Reason |
| -------------------- | -------------------- | ------------------------------ |
| Stateless web/API | 2 | Survive single pod/node |
: : : failure :
| Critical services | 3 | Survive zone failure with zone |
: : : spread :
| Stateful (databases) | 3 (with replication) | Application-level quorum |
| Batch/jobs | 1 | Ephemeral by nature |
## Best Practices & Production Guidelines
1. **Regional clusters for production**: Always use regional clusters to
survive zone failures.
2. **PDBs for everything**: Every production workload with 2+ replicas needs a
PodDisruptionBudget (PDB) to protect against voluntary disruptions.
3. **Probes with Explicit Timeouts**: Every production container must have both
liveness and readiness probes defined. **Always explicitly define
`initialDelaySeconds`, `periodSeconds`, and `timeoutSeconds`** for all
probes. Never rely on the Kubernetes default timeout of 1 second if your
application requires more, but always set a strict limit to prevent hanging
connections.
4. **Zone spreading**: Use topology spread constraints to distribute pods
across failure domains (zones and nodes).
5. **Graceful shutdown**: Handle `SIGTERM` and set appropriate
`terminationGracePeriodSeconds` with a `preStop` sleep hook to allow load
balancer deregistration.
6. **Maintenance windows**: Schedule upgrades during low-traffic periods (see
the `gke-upgrades` skill).
Improves GKE workload reliability, using PDBs, health probes, and topology
Complete original Google guidance with source attribution and declared execution limits.
Use supplied evidence to plan, review or explain the relevant workflow within authorized scope.
Authorized project context, resource scope, current configuration evidence and a named decision owner.
The original is official Apache-2.0 guidance. It may show cloud commands, deployment examples or credential placeholders; those are not run, configured, installed, or authorized by loading this catalog entry. Verify current provider documentation and resource-owner approval before external changes.
Use Google GKE Reliability for [TASK]. Start from authorized project context and supplied evidence. Identify unknowns and propose changes for review; do not run commands, connect accounts, deploy, transfer data, or incur charges from this text alone.
Automatic cloud execution, credential handling, account access, deployments, destructive changes, or claims that examples are configured and verified.
M11 added German routing, integrity tracking and a strict no-execution boundary. Original attribution: Google (google/skills repository). The original is official Apache-2.0 guidance. It may show cloud commands, deployment examples or credential placeholders; those are not run, configured, installed, or authorized by loading this catalog entry. Verify current provider documentation and resource-owner approval before external changes.
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