Comprehensive guide to Kubernetes container orchestration, covering workloads, networking, storage, security, and production operations
Provides Kubernetes resource management, Helm chart patterns, service mesh configuration, and autoscaling strategies.
Production Kubernetes platform patterns covering cluster architecture, security, GitOps, observability, autoscaling, and operational guardrails
Investigates CrashLoopBackOff and OOMKilled pod failures using kubectl and the Kubernetes API. Correlates container logs, event streams, and resource metrics from metrics-server…
Diagnoses Kubernetes pod crash loops by analyzing events, logs, and resource quotas via the Kubernetes API and kubectl debug.
Runs kubectl describe pod, kubectl logs --previous, and kubectl get events to diagnose CrashLoopBackOff and OOMKilled pods.
Diagnoses CrashLoopBackOff and OOMKilled pod failures using the Kubernetes API via kubectl and the official kubernetes-client/python SDK.
Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API.
Automates diagnosis of CrashLoopBackOff pods using kubectl commands wrapped via the Kubernetes API server.
Diagnoses Kubernetes pod failures using kubectl and the Kubernetes API server endpoints. Analyzes CrashLoopBackOff, OOMKilled, and ImagePullBackOff states by querying…
Automated K8s pod troubleshooting using kubectl, crictl, and the Kubernetes API. Runs diagnostic sequences for CrashLoopBackOff, ImagePullBackOff, OOMKilled, and pending pod…
Automates Kubernetes troubleshooting using kubectl and the Kubernetes Python client to diagnose CrashLoopBackOff, OOMKilled, and ImagePullBackOff states.
Runs automated diagnostic sequences on Kubernetes pods using kubectl exec, kubectl logs, and the Kubernetes API /api/v1/pods endpoint.
Diagnoses Kubernetes pod failures using kubectl describe, logs --previous, and the Kubernetes API /api/v1/namespaces/{ns}/events endpoints.
Kubernetes Rbac Analyzer - Auto-activating skill for Security Advanced. Triggers on: kubernetes rbac analyzer, kubernetes rbac analyzer Part of the Security Advanced skill…
Use when managing Kubernetes resources including deployments, services, configmaps, and secrets.
Reviews Kubernetes manifests for best practices, security, and homelab standards compliance. Use when reviewing YAML files, K8s manifests, Helm values, or ArgoCD applications.
Executes structured Kubernetes rollback procedures using kubectl and the kubernetes/client-go library.
Executes diagnostic runbooks against Kubernetes clusters using the official kubernetes/client-go SDK and kubectl commands.
Kubernetes Secrets Manager - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes secrets manager, kubernetes secrets manager Part of the DevOps Advanced skill…
Kubernetes Service Manager - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes service manager, kubernetes service manager Part of the DevOps Advanced skill…
Kubernetes 클러스터 관리 스킬. kubectl로 파드/디플로이먼트/서비스 관리, 로그 조회, 포트포워딩, 디버깅 지원. "k8s", "kubectl", "파드" 키워드로 활성화.
Use when deploying or managing Kubernetes workloads. Invoke to create deployment manifests, configure pod security policies, set up service accounts, define network isola — from…
Expert Kubernetes Specialist with deep expertise in container orchestration, cluster management, and cloud-native applications.
Expert Kubernetes specialist for production-grade container orchestration. Invoke for cluster management, workload deployment, security hardening, and performance optimization.
Kubernetes deployment testing including manifest validation, Helm chart testing, pod health checks, network policy testing, and rollback verification.
Troubleshoot and manage Kubernetes clusters, including resource inspection, debugging, pod logs, events, and cluster operations.
Runs diagnostic analysis on Kubernetes clusters using kubectl, k9s terminal UI data, and the Troubleshoot.sh support-bundle collector framework.
Pod CrashLoop, ImagePull, Pending, OOMKilled, probe fail, service trafik gitmeme gibi K8s sorunlarını sistemli teşhis.
Kubernetes Troubleshooting Runbook is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars).
Configure Kubernetes workloads with correct requests, probes, disruption budgets, and workload types.
Multi-cluster Kubernetes dashboard with AI-powered operations via MCP server and 10+ built-in agent skills
Kumo development assistant for MySQL database management tool. Use when working on Kumo features, understanding architecture, writing tests, or navigating the codebase.
Inspect and interpret gradient attribution (including requests called radiant attribution), column analysis and sampled explanation subgraphs from a Kumo model trained in a…
Evaluate an existing Kumo training run in a Snowflake Python notebook using aggregate metrics, trial results, learning curves, refit evidence, and training progress.
Umbrella skill for mobile device control in the kuri ecosystem. Points to kuri-ios (iOS Simulator + real-device listing) and kuri-android (native Zig adb client).
Provides KurrentDB (EventStoreDB) client code for event sourcing and CQRS. Generates correct package names, connection strings, and API patterns for Python, Node.js, .NET, F#, Go,…
Kubernetes native configuration management with Kustomize. Use for environment-specific configs, resource patching, manifest organization, multi-environment deployments, and…
Use when customizing Kubernetes configurations without templates using Kustomize overlays and patches.
Kustomize Kubernetes configuration — bases, overlays, patches, generators, transformers
Use when managing environment-specific Kubernetes configurations with Kustomize overlays and patches.
KV-cache optimization patterns for LLM inference. Prefix caching, sliding window attention, cache reuse across turns, static cache for fixed prompts, and TTFT reduction…
Automatically optimizes Cloudflare KV storage patterns, suggesting parallel operations, caching strategies, and storage choice guidance
Kotlin 멀티프로젝트 라이브러리 개발 지원 - AWS 서비스 통합(Kinesis, DynamoDB, S3, Lambda, CDK), Spring Boot, JPA, Hibernate, 유틸리티(JSON, CSV, Time, Collection 등).
Kotlin 멀티프로젝트 라이브러리 개발 지원 - AWS 서비스 통합(Kinesis, DynamoDB, S3, Lambda, CDK), Spring Boot, JPA, Hibernate, 유틸리티(JSON, CSV, Time, Collection 등).
Regole architetturali vincolanti per progettare, pianificare e generare codice di gestionali cloud (ERP, BPM, backoffice) - API Gateway, Lambda vs Kubernetes, Job KEDA, librerie…
Check and install the external tools kynfra needs (Terraform or OpenTofu, TFLint, TFLint AWS ruleset, Checkov or Trivy), one tool at a time and only with the user's explicit…
Guidelines for developing with Kysely, a type-safe TypeScript SQL query builder with autocompletion support
对 Vue SFC 文件做国际化改造：提取模板中的中文硬编码字符串，替换为 t('key')，在 script setup 中添加 useI18n，并生成包含全部 20 种语言的 块。当用户说"国际化"、"i18n"、"做翻译"、"提取中文"、"替换 t()"、"写 i18n 块"时使用此技能。
Provide differential diagnosis for patients with suspected rare diseases based on phenotype and genetic data.
Labor Antitrust No-Poach global: Fachmodul für großes Kartellrecht mit BKartA, DG Competition, FTC/DOJ und internationalen Behörden; prüft No-Poach, Wage-Fixing, HR-Benchmarking…
Oficina de Ciência da Computação — sandbox Python completo, análise estatística, prototipagem. Use quando a tarefa exige cálculo real, simulação numérica, ou dados tabulados.
AWS Lambda and CDK expertise for serverless functions, infrastructure as code, event-driven architectures, cold start optimization, and production patterns.
AWS Lambda serverless functions for event-driven compute. Use when creating functions, configuring triggers, debugging invocations, optimizing cold starts, setting up event source…
Production-grade test automation skills for 46 frameworks across E2E, unit, mobile, BDD, visual, and cloud testing in 15+ languages.
Use when writing, reviewing, debugging, or documenting LanceDB pipelines in Python or TypeScript, especially code that should work across local LanceDB OSS tables and remote…
Clerk for reserve reduction, trespass, survey errors, and railway takings; use when processing the Land_Reduction_Trespass queue.
Land a large change too big for one PR as a sequence of PRs merging into a long-lived integration branch, then a final PR into main.
High-conversion landing page architecture - hero patterns, sections, social proof, CTA placement, shadcn templates.
Post-work verification sweep run by a FRESH agent: did the change land where it actually executes, do the stated claims match disk, and what should have moved and didn't.