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Analyzing Kubernetes Control Plane State

competition-k8s-control-plane

zhaoxuya520/reverse-skill

This skill is designed for deep security and behavioral analysis within the Kubernetes control plane. It specializes in tracing complex interactions, including RBAC edge cases, service-account trust paths, admission webhook behavior, resource mutation, and cluster-level state drift. Use it when diagnosing why live workloads differ from manifest declarations, or when investigating cluster-wide permission issues.

KubeSphere Gateway Management Tool

kubesphere-gateway

kubesphere/kubesphere

A comprehensive skill for managing KubeSphere's external access gateway using ingress-nginx. It supports cluster, workspace, and project-level ingress setup, covering installation planning, status monitoring, upgrade management, and graceful uninstallation across multiple Kubernetes clusters.

KubeSphere Gateway API Management

kubesphere-gateway-api

kubesphere/kubesphere

This extension provides comprehensive management for external access using the standard Kubernetes Gateway API and Traefik as the underlying proxy. It supports multi-tenant scoping across cluster, workspace, and namespace levels, enabling robust, modern API gateway configuration within the KubeSphere ecosystem.

ML Training Workflow Orchestration

This skill orchestrates advanced Machine Learning training workflows on dedicated compute clusters. It manages complex stages (pre-training, fine-tuning, RL) by ensuring strict adherence to immutable manifests, fresh booking entitlements, and multi-step confirmation gates. It acts as a canonical interface for job submission, emphasizing security, idempotency, and resource validation before execution.

K8s Cluster Offensive Security Assessment

offensive-k8s-attacks

SnailSploit/Claude-Red

A comprehensive guide covering the full attack lifecycle in Kubernetes. Techniques include service account token theft, RBAC misconfiguration exploitation, kubelet API abuse, pod escape, and cloud metadata compromise across major cloud platforms (AWS, GCP, Azure). Essential for security assessment and penetration testing of cloud-native environments.

Issue Root Cause Resolution

issue-root-resolution

Gentleman-Programming/gentle-ai

Audit defect backlogs and resolve issue clusters by verified root cause: build read-only mechanism maps, rank deletion-first fixes, and close issues only with rule-backed evidence.

AI Inference Service Mesh

ai-inference-service-mesh

sickn33/agentic-awesome-skills

Apply Istio/Linkerd service mesh patterns to secure and optimize AI inference traffic, including mTLS, canary releases, authorization policies, and cross-cluster resilience.

Azure ML SDK v2

sickn33/agentic-awesome-skills

Manage Azure Machine Learning resources including workspaces, data assets, models, compute clusters, jobs, pipelines, and environments using the Azure ML SDK v2 for Python. Ideal for end-to-end ML workflow automation.

Azure Kubernetes Service Management

sickn33/agentic-awesome-skills

Deploy and manage production-grade Azure Kubernetes Service (AKS) clusters. Covers cluster creation, node pool management, networking, ingress controllers, monitoring, security, and Terraform provisioning. Ideal for running containerized workloads on Azure with auto-scaling, integration with Azure AD, Key Vault, and Container Registry.

Azure MongoDB Atlas Organization SDK

azure-mgmt-mongodbatlas-dotnet

sickn33/agentic-awesome-skills

This SDK enables managing MongoDB Atlas Organizations as Azure ARM resources for unified billing. It supports .NET developers with operations to create, retrieve, update, and delete organizations. It focuses on organizational structure and marketplace subscription details, not clusters or databases directly.

Bug Bounty Hunting Workflow

sickn33/agentic-awesome-skills

A comprehensive methodology for conducting authorized bug bounty assessments. Covers the full pipeline from reconnaissance to validation and reporting, emphasizing impact-based hunting and avoiding theoretical vulnerabilities. Includes cluster hunting techniques for maximizing findings.

CIS Benchmark Compliance Audit

sickn33/agentic-awesome-skills

Audit and remediate CIS Benchmark violations with OpenSCAP, Lynis, InSpec, and kube-bench. Covers baseline scanning, risk prioritization, remediation, and compliance validation for explicitly authorized systems and clusters.

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