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whizard-notification

Set up and troubleshoot the WizTelemetry Notification extension for KubeSphere. Configure delivery channels such as email and Slack, route alerts by labels, silence notifications for scheduled periods, and search notification history to investigate delivery problems.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

원문원문 설명 보기

Use when working with WizTelemetry Notification extension for KubeSphere, including installation, configuration, troubleshooting, notification channel setup, alert routing, and silence management.

연동 도구SlackKubernetes
설치 방법 보기

이럴 때 유용합니다

  • Configuring email or Slack alert delivery
  • Routing alerts by severity or namespace
  • Silencing notifications during maintenance
  • Searching notification history and investigating delivery failures

포함된 파일(1)

  • SKILL.md24.7 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

WizTelemetry Notification

Overview

WizTelemetry Notification is the notification component of the KubeSphere observability platform. It receives alerts, cloud events, and audit logs in a multi-tenant Kubernetes environment and distributes notifications to different channels based on tenant labels (e.g., namespace).

Architecture

┌──────────────────────────────────────────────────────────────────────────────┐
│                             Alertmanager                                     │
│      Prometheus  ──▶ metrics alert  ──▶ notification-manager-svc:19093       │
│      K8s Events  ──▶ events alert   ──▶ notification-manager-svc:19093       │
│      Auditing    ──▶ auditing alert ──▶ notification-manager-svc:19093       │
│      Logging     ──▶ logging alert  ──▶ notification-manager-svc:19093       │
└──────────────────────────────────────────────────────────────────────────────┘
                                    │
                    notification-manager (:19093)
                                    │
         ┌──────────────────────────┼──────────────────────────┐
         │                          │                          │
    [Silence Stage]          [Route Stage]             [Filter Stage]
         │                          │                          │
         ▼                          ▼                          ▼
 [Match Silence CRs]         [Match Router CRs]      [alertSelector filtering]
                                 │
                          [Aggregation Stage]
                                 │
                          [Notify Stage]
                                 │
         ┌────────────────────────┼────────────────────────────┐
         │                        │                            │
    Email/Slack              DingTalk/Feishu            WeChat/Webhook
         │
         ▼
  [History Webhook]
         │
         ▼
┌─────────────────────┐
│  Vector Aggregator  │
└────────┬────────────┘
         │
         │
         ▼
     OpenSearch

Components

ComponentDescriptionDefault
notification-managerCore notification management, receives alerts, dispatches to channelstrue
alertmanager (v0.27.0)Alert routing, deduplication, aggregation, silencingtrue
alertmanager-proxyAlertmanager API proxy, NodePort 31093true
notification-historyStores sent notifications via Vector to OpenSearchtrue

Dependencies

DependencyTypeRequired
whizard-telemetryextensionRequired
vector (WizTelemetry Data Pipeline)extensionRequired only notification history is enabled
opensearchextensionRequired only notification history is enabled

CRDs

All CRDs belong to notification.kubesphere.io/v2beta2, scope is Cluster.

CRDKindDescription
notificationmanagers.notification.kubesphere.ioNotificationManagerNotification manager deployment spec (image, replicas, resources, sidecar, receiver config)
receivers.notification.kubesphere.ioReceiverTenant-level notification receiver, references Config
configs.notification.kubesphere.ioConfigCredential references (via Secret selectors), independent per channel
routers.notification.kubesphere.ioRouterRoute alerts to receivers based on label matchers
silences.notification.kubesphere.ioSilenceTime-bounded silencing, supports matchers

Supported Notification Channels (11 channels)

ChannelReceiver FieldConfig FieldDescription
Emailspec.emailspec.emailSMTP with TLS/STARTTLS support
Slackspec.slackspec.slackSlack webhook + token
DingTalkspec.dingtalkspec.dingtalkChatBot + group conversation
WeChatspec.wechatspec.wechatChatBot + group conversation
Feishuspec.feishuspec.feishuChatBot + group conversation
Webhookspec.webhookspec.webhookGeneric HTTP / HTTPS POST

Config → Receiver Association Mechanism

Config (credentials) --labels--> Receiver (via label selector) --labels--> Router (route matching)
                        │
                        └── namespace for multi-tenant isolation

Config's labels are used by Receiver's *ConfigSelector. Receiver's labels are used by Router's receiverSelector.

Installation

Prerequisites

REQUIRED: Complete all steps in order before generating InstallPlan.

Step 1: Get Latest Version (if not provided by user)

kubectl get extensionversions -l kubesphere.io/extension-ref=whizard-notification -o jsonpath='{range .items[*]}{.spec.version}{"\n"}{end}' | sort -V | tail -1

This outputs the latest version (e.g., 2.7.0). Note this down.

Step 2: Create InstallPlan

CRITICAL:

  • metadata.name MUST be whizard-notification
  • config field is YAML format
  • DO NOT add fields not shown in the template
  • Replace all placeholders with actual values

Basic installation:

apiVersion: kubesphere.io/v1alpha1
kind: InstallPlan
metadata:
  name: whizard-notification
spec:
  extension:
    name: whizard-notification
    version: <VERSION>  # From Step 1
  enabled: true
  upgradeStrategy: Manual

Disable notification history:

apiVersion: kubesphere.io/v1alpha1
kind: InstallPlan
metadata:
  name: whizard-notification
spec:
  extension:
    name: whizard-notification
    version: <VERSION>
  enabled: true
  upgradeStrategy: Manual
  config: |
    notification-history:
      enabled: false

Custom index format (monthly):

notification-history:
  sinks:
    opensearch:
      index:
        prefix: "{{ .cluster }}-notification-history"
        timestring: "%Y.%m"

Configuration Parameters

Notification History

ParameterTypeDefaultDescription
notification-history.enabledbooltrueEnable notification history storage
notification-history.sinks.opensearch.enabledbooltrueEnable OpenSearch sink
notification-history.sinks.opensearch.index.prefixstring{{ .cluster }}-notification-historyIndex prefix, supports template
notification-history.sinks.opensearch.index.timestringstring%Y.%m.%dstrftime format
notification-history.ism_policy.enableboolfalseEnable ISM policy
notification-history.ism_policy.min_index_agestring7dMinimum index retention

Alertmanager

ParameterTypeDefaultDescription
alertmanager.replicaCountint1Replica count
alertmanager.replicaAutoSetbooltrueAuto set replicas by node count (<3=1, >=3=3)
alertmanager.service.nodePortint31093NodePort (alertmanager-proxy)
alertmanager.config.group_waitstring30sAlert aggregation wait time
alertmanager.config.repeat_intervalstring12hRepeat alert interval
alertmanager.config.route.receiverstringDefaultDefault receiver
alertmanager.config.inhibit_ruleslistsee belowInhibition rules (critical→warning→info)

Default inhibit_rules:

  • critical alerts silence warning and info with same labels
  • warning alerts silence info with same labels
  • InfoInhibitor silences all info level alerts

Notification Manager

ParameterTypeDefaultDescription
notification-manager.notificationmanager.sidecar.tenant.resources.limits.cpustring200mSidecar CPU limit
notification-manager.notificationmanager.sidecar.tenant.resources.limits.memorystring512MiSidecar memory limit
notification-manager.notificationmanager.sidecar.tenant.resources.requests.cpustring200mSidecar CPU request
notification-manager.notificationmanager.sidecar.tenant.resources.requests.memorystring256MiSidecar memory request
notification-manager.operator.containers.operator.resources.limits.cpustring50mnotification manager operator CPU limit
notification-manager.operator.containers.operator.resources.limits.memorystring50Minotification manager operator memory limit
notification-manager.operator.containers.operator.resources.requests.cpustring5mnotification manager operator CPU request
notification-manager.operator.containers.operator.resources.requests.memorystring20Minotification manager operator memory request
notification-manager.notificationmanager.resources.limits.cpustring500mnotification manager CPU limit
notification-manager.notificationmanager.resources.limits.memorystring500Minotification manager memory limit
notification-manager.notificationmanager.resources.requests.cpustring5mnotification manager CPU request
notification-manager.notificationmanager.resources.requests.memorystring20Minotification manager memory request
notification-manager.notificationmanager.replicasint1notification manager replicas

Alertmanager-Proxy

ParameterTypeDefaultDescription
alertmanager-proxy.service.nodePortint31093NodePort
alertmanager-proxy.resources.limits.cpustring500mCPU limit
alertmanager-proxy.resources.limits.memorystring500MiMemory limit
alertmanager-proxy.resources.requests.cpustring100mCPU request
alertmanager-proxy.resources.requests.memorystring100MiMemory request

Notification API

All APIs are at /kapis/notification.kubesphere.io/v2beta2/, routed through whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80. No authentication token is required.

API Patterns

The API supports two levels of resources:

LevelURL PatternResources
Global/{resources}notificationmanagers, configs, receivers, routers, silences, secrets, configmaps
Tenant/users/{user}/{resources}configs, receivers, silences, secrets, configmaps (NOT notificationmanagers or routers)

Supported HTTP methods: GET (list/detail), POST (create), PUT (update), PATCH (patch), DELETE (delete).

Query parameters for list endpoints: name, labelSelector, type, page, limit, ascending, orderBy.

List Global Receivers

curl -X GET "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/receivers" \

List Global Receivers (filtered by type)

curl -X GET "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/receivers?type=email" \

List Tenant Receivers

curl -X GET "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/users/admin/receivers" \

Create Receiver — Email (Global)

curl -X POST "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/receivers" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Receiver",
    "metadata": {
      "name": "email-receiver",
      "labels": {
        "type": "default"
      }
    },
    "spec": {
      "email": {
        "emailConfigSelector": {
          "matchLabels": { "type": "default" }
        },
        "to": ["user@example.com"],
        "tmplType": "html"
      }
    }
  }'

Create Receiver — Email (Tenant)

curl -X POST "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/users/admin/receivers" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Receiver",
    "metadata": {
      "name": "email-receiver",
      "labels": {
        "type": "tenant",
        "user": "admin"
      }
    },
    "spec": {
      "email": {
        "emailConfigSelector": {
          "matchLabels": { "type": "default" }
        },
        "to": ["user@example.com"],
        "tmplType": "html"
      }
    }
  }'

Create Receiver — Slack (Tenant)

curl -X POST "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/users/admin/receivers" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Receiver",
    "metadata": {
      "name": "slack-receiver",
      "labels": { "type": "tenant", "user": "admin" }
    },
    "spec": {
      "slack": {
        "slackConfigSelector": {
          "matchLabels": { "type": "default" }
        },
        "channels": ["#alerts"],
        "alertSelector": {
          "matchLabels": { "severity": "critical" }
        }
      }
    }
  }'

Create Receiver — DingTalk ChatBot (Global)

curl -X POST "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/receivers" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Receiver",
    "metadata": {
      "name": "dingtalk-receiver",
      "labels": { "type": "global" }
    },
    "spec": {
      "dingtalk": {
        "dingtalkConfigSelector": {
          "matchLabels": { "type": "default" }
        },
        "chatbot": {
          "webhook": {
            "value": "<CHATBOT_WEBHOOK>"
          },
          "secret": {
            "valueFrom": {
              "secretKeyRef": {
                "name": "dingtalk-secret",
                "key": "secret"
              }
            }
          },
          "keywords": ["Alert", "alert"],
          "atAll": false
        },
        "alertSelector": {}
      }
    }
  }'

Create Receiver — Feishu (Global)

curl -X POST "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/receivers" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Receiver",
    "metadata": {
      "name": "feishu-receiver",
      "labels": { "type": "global" }
    },
    "spec": {
      "feishu": {
        "feishuConfigSelector": {
          "matchLabels": { "type": "default" }
        },
        "chatbot": {
          "webhook": {
            "value": "<FEISHU_WEBHOOK>"
          },
          "secret": {
            "valueFrom": {
              "secretKeyRef": {
                "name": "feishu-secret",
                "key": "secret"
              }
            }
          },
          "keywords": ["Alert"]
        },
        "user": ["<USER_ID>"],
        "department": ["<DEPT_ID>"]
      }
    }
  }'

Create Receiver — Webhook (Tenant)

curl -X POST "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/users/admin/receivers" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Receiver",
    "metadata": {
      "name": "webhook-receiver",
      "labels": { "type": "tenant", "user": "admin" }
    },
    "spec": {
      "webhook": {
        "webhookConfigSelector": {
          "matchLabels": { "type": "default" }
        },
        "url": {
          "value": "https://example.com/webhook"
        },
        "tmplType": "json"
      }
    }
  }'

Update Receiver

curl -X PUT "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/receivers/email-receiver" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Receiver",
    "metadata": {
      "name": "email-receiver",
      "labels": { "type": "default" }
    },
    "spec": {
      "email": {
        "emailConfigSelector": {
          "matchLabels": { "type": "default" }
        },
        "to": ["user@example.com", "admin@example.com"],
        "tmplType": "html"
      }
    }
  }'

Patch Receiver

curl -X PATCH "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/receivers/email-receiver" \
  -H "Content-Type: application/json" \
  -d '{"spec": {"email": {"to": ["new@example.com"]}}}'

Delete Receiver

curl -X DELETE "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/receivers/email-receiver"

List Silences (Global)

curl -X GET "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/silences"

Create Silence (Global)

curl -X POST "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/silences" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Silence",
    "metadata": {
      "name": "maintenance-window"
    },
    "spec": {
      "matchers": [
        {"name": "alertname", "value": "KubeNodeReady"},
        {"name": "namespace", "value": "default", "operator": "Equal"}
      ],
      "startAt": "2024-01-01T00:00:00Z",
      "endAt": "2024-01-02T00:00:00Z",
      "createdBy": "admin",
      "comment": "Scheduled maintenance"
    }
  }'

Create Silence (Tenant)

curl -X POST "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/users/admin/silences" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Silence",
    "metadata": {
      "name": "tenant-maintenance",
      "labels": { "type": "tenant", "user": "admin" }
    },
    "spec": {
      "matchers": [
        {"name": "alertname", "value": ".*"}
      ],
      "startAt": "2024-01-01T00:00:00Z",
      "endAt": "2024-01-02T00:00:00Z",
      "createdBy": "admin",
      "comment": "Tenant maintenance window"
    }
  }'

Delete Silence

curl -X DELETE "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/silences/maintenance-window"

Create Router (Global only)

curl -X POST "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/routers" \
  -H "Content-Type: application/json" \
  -d '{
    "apiVersion": "notification.kubesphere.io/v2beta2",
    "kind": "Router",
    "metadata": {
      "name": "critical-alerts-router"
    },
    "spec": {
      "receivers": ["email-receiver", "slack-receiver"],
      "alertSelector": {
        "matchLabels": { "severity": "critical" }
      }
    }
  }'

Search Notification History

# Basic search
curl -X GET "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/notifications/search?size=10"

# Search with filters
curl -X GET "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/notifications/search?alertname=KubeNodeReady&severity=critical&namespace=default&size=20&sort=startTime&order=desc"

# Search with time range
curl -X GET "http://whizard-telemetry-apiserver.extension-whizard-telemetry.svc:80/kapis/notification.kubesphere.io/v2beta2/notifications/search?start_time=1704067200&end_time=1704153600&size=50"

Notification Search Query Parameters:

ParameterDescription
statusAlert status: firing, resolved (comma-separated)
alertnameAlert name (comma-separated, exact match)
alertname_fuzzyAlert name fuzzy match
alerttypeAlert type (comma-separated)
alerttype_fuzzyAlert type fuzzy match
severitySeverity level (comma-separated)
severity_fuzzySeverity level fuzzy match
namespaceNamespace (comma-separated)
namespace_fuzzyNamespace fuzzy match
message_fuzzyAlert message fuzzy match
start_timeStart time (Unix timestamp, seconds)
end_timeEnd time (Unix timestamp, seconds)
sortSort field (e.g., startTime)
orderSort order: asc or desc (default: desc)
fromOffset from result set (default: 0)
sizeNumber of results (default: 10, max: 100)
clusterCluster name

Extension Operations

Check Extension Status

kubectl get installplan whizard-notification
kubectl get extension whizard-notification
kubectl get extensionversion -l kubesphere.io/extension-ref=whizard-notification

Check Pod Status

# notification-manager operator + deployment
kubectl get pods -n kubesphere-monitoring-system -l notification-manager=notification-manager

# alertmanager
kubectl get pods -n kubesphere-monitoring-system -l app.kubernetes.io/name=alertmanager

# alertmanager-proxy
kubectl get pods -n kubesphere-monitoring-system -l name=alertmanager-proxy

View Logs

# notification-manager main process
kubectl logs -n kubesphere-monitoring-system -l notification-manager=notification-manager -c notification-manager --tail=100

# tenant sidecar
kubectl logs -n kubesphere-monitoring-system -l notification-manager=notification-manager -c tenant --tail=100

# operator
kubectl logs -n kubesphere-monitoring-system -l control-plane=controller-manager --tail=100

# alertmanager
kubectl logs -n kubesphere-monitoring-system -l app.kubernetes.io/name=alertmanager --tail=100

Uninstall Extension

kubectl delete installplan whizard-notification

Troubleshooting

Issue 1: Notifications Not Sent

Diagnosis steps:

# 1. Check if notification-manager is running
kubectl get pods -n kubesphere-monitoring-system -l notification-manager=notification-manager

# 2. Check if alertmanager receives alerts
kubectl logs -n kubesphere-monitoring-system -l app.kubernetes.io/name=alertmanager --tail=50

# 3. Check notification-manager logs
kubectl logs -n kubesphere-monitoring-system -l notification-manager=notification-manager -c notification-manager --tail=100 | grep -i error

# 4. Check if Receiver and Config exist
kubectl get receivers,configs -n kubesphere-monitoring-system

# 5. Check if silenced by Silence CR
kubectl get silences

Issue 2: Notification History Empty

# 1. Check if vector aggregator is running
kubectl get pods -n kubesphere-logging-system -l app.kubernetes.io/name=vector-aggregator

# 2. Check if vector-sinks secret exists
kubectl get secret vector-sinks -n kubesphere-logging-system

# 3. Check OpenSearch indices exist
# (requires OpenSearch API or Kibana)

Issue 3: Tenant Sidecar Not Responding

# Check sidecar logs
kubectl logs -n kubesphere-monitoring-system -l notification-manager=notification-manager -c tenant --tail=50

# Test sidecar API
kubectl exec -n kubesphere-monitoring-system deploy/notification-manager -- \
  curl -s "http://localhost:19094/api/v2/tenant?namespace=default"

Issue 4: Upgrade Still Using Old Images

# Check image tag config; manually set old tags block upgrades
kubectl get installplan whizard-notification -n kubesphere-system -o yaml | grep -i image

# Remove or update manually set image.tag in InstallPlan config

Important Notes

  1. Dependency order: Install vector, and opensearch first if notification history is enabled
  2. OpenSearch: Notification history sink credentials are auto-loaded from vector-sinks Secret
  3. Multi-tenancy: Tenant sidecar (port 19094) resolves namespace → authorized user mappings
  4. Image tags: Before upgrading, check and remove manually set image.tag to avoid pulling stale images

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한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Create or update a FrontendExtension
  • Rebuild and download an extension package
  • Publish, unpublish, or remove an extension
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한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Create a FrontendIntegration from existing YAML
  • Update, enable, or disable a FrontendIntegration
  • Inspect build output and troubleshoot failures
kubesphere/kubesphere1.7만2026년 7월 15일 업데이트

Generate FrontendIntegration YAML for frontend-forge from a simplified configuration containing one menu and one or more pages. Define resource tables or embedded iframe pages, with the bundled generator expanding menu placements into the required YAML structure.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Generating integration YAML for a CRD resource table
  • Defining an embedded iframe page
  • Converting a single-menu configuration into canonical YAML
kubesphere/kubesphere1.7만2026년 7월 15일 업데이트

kubeeye

무료

Set up KubeEye in KubeSphere to inspect Kubernetes clusters. Define checks for configurations, nodes, and services, schedule recurring or one-time inspections, and retrieve findings as HTML or spreadsheet reports.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Install KubeEye for cluster inspections
  • Create checks for node health and configuration
  • Schedule recurring cluster inspections
kubesphere/kubesphere1.7만2026년 7월 15일 업데이트

Inspect KubeSphere clusters with read-only commands. List clusters, view detailed configuration, identify host and member roles, and review connection types, readiness indicators, and KubeSphere and Kubernetes versions without changing cluster resources.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • List clusters registered in KubeSphere
  • Check cluster readiness
  • Review KubeSphere and Kubernetes versions
kubesphere/kubesphere1.7만2026년 7월 15일 업데이트

Understand KubeSphere architecture and call its APIs with a script that handles authentication. This skill also directs cluster, user, workspace, and extension management requests to the relevant specialist skills.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Understand KubeSphere core components
  • Choose API paths for Kubernetes and KubeSphere operations
  • Send API requests to a specific member cluster
kubesphere/kubesphere1.7만2026년 7월 15일 업데이트

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