Design edge computing solutions with CDN integration, edge functions, IoT device management, and latency-optimized deployment patterns.

Use when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, design patterns, ADRs, scalability planning.

Use when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, design patterns, ADRs, scalability planning.

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets...

Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature stores, or managing experiment tracking systems.

Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature stores, or managing experiment tracking systems.

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets...

Guides operating system and hardware platform migrations including Linux distribution changes, Windows to Linux migration, mainframe to x86 modernization, data center migrations (physical to...

Scaffold, clone, and deploy config-driven NextJS landing pages that use a shared UI components package. Use this skill when creating single or multiple startup landing pages with email capture,...

Expert database architect specializing in data layer design from

Expert database architect specializing in data layer design from

Expert database architect specializing in data layer design from

Expert database architect specializing in data layer design from

Expert database architect specializing in data layer design from

Apply Yanis Varoufakis's Technofeudalism framework for understanding platform economics, digital rent extraction, and the decline of traditional capitalism. Use when analyzing tech platform...

Usage examples and documentation

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GitOps deployment workflows with ArgoCD and Flux. Use for setting up GitOps (ArgoCD 3.x, Flux 2.7), designing repository structures (monorepo/polyrepo, app-of-apps), multi-cluster deployments...

Use when user needs security incident response, operational incident management, evidence collection, forensic analysis, or coordinated response for outages and breaches.

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.