Skill UI

A systematic, multi-phase workflow designed for diagnosing and resolving complex Linux system issues. It guides users through initial assessment, resource analysis (CPU, memory, disk), process investigation, log analysis, network diagnostics, and service failure resolution. Ideal for system administrators and DevOps engineers handling production incidents.

This skill guides the design and implementation of a complete, production-grade Machine Learning pipeline. It employs a multi-agent orchestration workflow, systematically covering all stages of the ML lifecycle: data ingestion and quality assurance, feature engineering, model training, optimization, and robust deployment (MLOps). It ensures built-in reproducibility, monitoring, and scalability.

This skill provides comprehensive guidance for building production-grade MLOps pipelines. It covers the entire machine learning lifecycle, from initial data ingestion and rigorous feature engineering to model training, advanced validation (A/B testing, performance drift), and robust deployment strategies (Canary, Blue-green). It enables the design and orchestration of scalable, reproducible, and observable ML systems using tools like Airflow and Kubeflow.

This comprehensive skill profile models an expert network engineer specializing in modern cloud networking, security architectures, and performance optimization. It covers multi-cloud environments (AWS, Azure, GCP), advanced concepts like Zero Trust, Service Mesh (Istio), and high-availability design. Key capabilities include implementing IaC (Terraform), load balancing, DNS management, and deep network troubleshooting. Ideal for complex DevOps, SRE, or infrastructure design roles.

This skill provides advanced expertise in Infrastructure as Code (IaC) using Terraform and OpenTofu. It covers designing robust, reusable modules, managing complex multi-cloud state backends, and implementing enterprise-grade CI/CD pipelines. It specializes in governance, Policy-as-Code, and achieving GitOps compliance for full infrastructure automation.

This specialized skill guides users through a structured, forensic investigation process when facing sudden, significant drops in organic traffic or search rankings. It is designed for incident scenarios—such as suspected penalties, Core Updates, major technical regressions, or unexplained traffic crashes—providing a systematic approach to triage, root-cause analysis, and developing a prioritized recovery plan.

This expert guides the optimization and design of the entire revenue engine, connecting marketing, sales, and customer success. It provides frameworks for lead lifecycle management, defining MQL-to-SQL handoffs, implementing comprehensive lead scoring models (fit and engagement), and structuring lead routing rules. Use this when optimizing cross-functional processes and systems.

Culture Architect turns company culture into observable behaviors, measurable health, and rituals that scale; run mission/vision/value workshops, translate values into concrete actions, build culture codes, assess cultural health, and design rituals whenever values, culture debt, or founder-driven culture need alignment.

This skill serves as the central command center for all marketing initiatives. It is designed to route complex marketing questions to the most relevant specialist skill, orchestrate multi-stage campaigns (e.g., content -> SEO -> CRO), or perform comprehensive cross-functional audits. Use this tool when planning a full campaign, coordinating across content, channels, and analytics, or when unsure which specialist tool to use.

A comprehensive enterprise-grade security engine designed to discover, classify, protect, and govern all credentials, API keys, and secrets across the entire application lifecycle. It provides continuous governance by auditing code repositories, CI/CD pipelines, runtime logs, and infrastructure configurations to prevent exposure and enforce least privilege principles. Ideal for implementing DevSecOps best practices.

This comprehensive framework guides the design of sustainable motivation systems for products and teams, shifting focus from outdated 'carrot-and-stick' rewards to intrinsic drivers: Autonomy, Mastery, and Purpose (AMP). It provides deep insights into how to build engaging, lasting user loops and organizational incentives that foster genuine engagement and high performance, especially when traditional gamification fails.

This framework outlines the 'Hook Model' (Trigger, Action, Variable Reward, Investment) for building deeply engaging, habit-forming product loops. It guides designers in optimizing user retention, understanding behavioral psychology, and structuring product features to move users from deliberate usage to automatic, routine behavior. Use it for onboarding, feature design, and improving long-term user stickiness.