AI Agent Skills

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

MUST USE when designing ClickHouse architectures, selecting between ingestion or modeling patterns, or translating best practices into workload-specific system designs.…

Architecture patterns, design principles, and proven recipes for building robust robotics software. Use this skill when designing robot software architectures, choosing…

Choose a model architecture for a medical-imaging research question before scaffolding. Maps the task (classification, segmentation, detection, transfer), modality and d…

Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services. Use whenever the user asks about webho…

Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.

Configures API gateways for routing, authentication, rate limiting, and request transformation in microservice architectures. Use when setting up Kong, Nginx, AWS API Ga…

Reference EKS architectures using https://github.com/terraform-aws-modules/terraform-aws-eks

Brain Simulator is a platform for visual prototyping of artificial intelligence architectures.

Automated object remover Inpainter is a project that combines Semantic segmentation and EdgeConnect architectures with minor changes in order to remove specified object/…

Use when the user wants an autonomous ML research loop that explores the space broadly rather than hill-climbing one approach. A temperature scheduler replaces the usual…

Headless WordPress and WPGraphQL review guidance. Use when reviewing decoupled WordPress architectures, WPGraphQL schema design, `register_graphql_field`, `register_grap…

Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing…

Design organizational structures, operating models, role architectures, and transitions that support strategy. Use for reporting lines, spans and layers, centralization,…

[Alpha] Experimental Azure environment builder for infrastructure and deployment design. Use when building Azure infrastructure, generating Bicep with AVM modules, deplo…

Designs multi-tier caching architectures (CDN, Redis, memory), invalidation policies, and stampede mitigations.