Skill UI

This guide provides comprehensive strategies for scaling datasets that exceed the capacity of a single node. It covers various architectural patterns, including multi-tenancy with payload partitioning and sliding time window management. We detail the full scaling progression, from optimizing a single node (Vertical Scaling) to distributing data across multiple nodes via sharding (Horizontal Scaling), ensuring reliable handling of massive, growing datasets.

This component is an essential extension for KubeSphere Observability Platform, designed for comprehensive collection, processing, and storage of Kubernetes and KubeSphere audit events. It supports various sinks, including OpenSearch and Doris, and provides an API for querying historical audit data, ensuring robust auditing capabilities for platform operations.

KubeStellar Console is an open-source, multi-cluster Kubernetes dashboard (CNCF project) that provides advanced operational capabilities powered by an MCP server and built-in AI agent skills. It helps manage complex deployments across edge and cloud environments, offering AI-assisted troubleshooting, performance testing, and deep integration with major CNCF projects like Argo and Istio.

WizTelemetry Ruler is a core extension component within the KubeSphere Observability Platform. It provides comprehensive capabilities for defining, managing, and evaluating advanced alerting rules. Users can configure rules based on native Kubernetes events, KubeSphere auditing events, and application logs, ensuring proactive monitoring and timely alerts through sinks like AlertManager.

A comprehensive simulation tool designed to pressure-test medical device manufacturers' Quality System Regulation (QSR) compliance against FDA standards (21 CFR 820). It covers six critical areas: complaint handling, process validation, device history records (DHRs), CAPAs, labeling, and handling of Form 483 observations. Essential for pre-inspection readiness, internal audits, and regulatory submission planning.

This skill provides comprehensive auditing of Fabric and Power BI tenant settings against a curated governance baseline. It detects configuration 'drift,' enumerates delegated overrides across capacity, domains, and workspaces, and investigates associated Entra security groups. It translates complex API findings into grounded, actionable discussions, helping users understand functional consequences and risks.

This skill generates a comprehensive capacity plan document for any service. It assists technical teams in proactively managing infrastructure by modeling traffic growth, forecasting resource utilization (CPU, memory, connections), projecting costs, and defining clear scaling strategies. Use this when assessing current resource headroom, planning for seasonal peaks, or defining a long-term infrastructure action roadmap.

This skill guides the architecture and implementation of SAML 2.0 identity federation between on-premises Active Directory and Microsoft Entra ID (Azure AD). It covers establishing seamless Single Sign-On (SSO) capabilities, eliminating the need for separate credentials and ensuring secure, cross-domain authentication for cloud applications.

This framework provides comprehensive detection capabilities for compromised cloud credentials across major platforms including AWS, Azure, and GCP. It analyzes critical threat indicators such as anomalous API activity, impossible travel patterns (impossible login locations), and unauthorized resource provisioning. Designed for incident response, security monitoring, and building robust detection rules to mitigate account takeover and credential abuse.

This skill provides comprehensive functionality for monitoring and mapping adversary-controlled assets, such as C2 servers, phishing domains, and exploit kit hosts. By leveraging tools like Passive DNS, Certificate Transparency logs, and specialized scanners (Shodan/Censys), analysts can discover, track, and pivot through complex threat actor infrastructure over time, significantly enhancing security operations and threat intelligence maturity.

This toolkit provides comprehensive offensive and administrative capabilities for Microsoft Entra ID, Azure AD, and AD FS. It allows authorized penetration testers to perform unauthenticated reconnaissance, acquire various access tokens, and critically, test for federation backdoors (Golden SAML). It is essential for validating identity-attack resilience and producing detailed hardening recommendations during red-team engagements.

This skill guides the deployment and operation of the Havoc C2 framework, enabling advanced adversary emulation. It utilizes Yaotl profiles to generate highly evasive agents (Demon) that employ sophisticated techniques like indirect syscalls and sleep obfuscation. The scope covers the full red-teaming lifecycle, including C2 setup, payload generation, post-exploitation, and lateral movement, making it ideal for authorized security testing and validating EDR detection capabilities.