1k-state-management
Jotai state management patterns — atoms, globalAtom, contextAtom, and persistence.
Jotai state management patterns — atoms, globalAtom, contextAtom, and persistence.
Guide to the AsyncDrop pattern for async cleanup in Rust. Use when working with AsyncDropGuard, implementing AsyncDrop trait, or handling async resource cleanup.
Agent communication standards and file-based Message Bus protocol for structured inter-agent messaging.
A minimal skill example - use when learning the skill format
Detects misplaced classes and fixes component hierarchy problems — finds code that should belong inside a component but sits at the root level. Use when asking "clean up component structure", "find orphaned classes", "fix module hierarchy", "flatten nested components", or analyzing why namespaces have misplaced code. Do NOT use for dependency analysis (use coupling-analysis) or domain grouping (use domain-identification-grouping).
Specialist in designing and implementing scalable modular monolith architectures using NestJS with DDD, Clean Architecture, and CQRS patterns. Use when building modular monolith backends, designing bounded contexts, creating domain modules, implementing event-driven module communication, or when user mentions "modular monolith", "bounded contexts", "module boundaries", "DDD", "CQRS", "clean architecture NestJS", or "monolith to microservices". Do NOT use for simple CRUD APIs, frontend work, or general NestJS questions without architectural context.
Transform the agent into a Cloud Solution Architect following Azure Architecture Center best practices. Use when designing cloud architectures, reviewing system designs, selecting architecture styles, applying cloud design patterns, making technology choices, or conducting Well-Architected Framework reviews.
Spot patterns appearing in 3+ domains to find universal principles
Use when deciding whether to extract shared abstractions across similar-but-independent types, code-generated clients, or parallel implementations serving different external systems
Use when creating, organizing, or managing Linear issues, projects, or initiatives for Recyclarr work planning
How to review PRs for architectural quality — module boundaries, dependency direction, export surface, pattern consistency
Squad branching model: dev-first workflow with insiders preview channel
Core conventions and patterns used in the Squad codebase
Cross-platform path handling and command patterns
Cross-platform path handling and command patterns
Core conventions and patterns used in the Squad codebase
Design production Clay enrichment pipelines with table schemas, waterfall patterns, and CRM sync. Use when architecting new Clay integrations, reviewing data flow design, or establishing enrichment pipeline standards. Trigger with phrases like "clay architecture", "clay best practices", "clay pipeline design", "clay reference", "clay data flow".
Reference architecture for Cursor IDE projects: directory structure, rules organization, indexing strategy, and team configuration patterns. Triggers on "cursor architecture", "cursor project structure", "cursor best practices", "cursor file structure".
Implement Perplexity reference architecture with model routing, citation pipeline, and research automation. Use when designing new Perplexity integrations, reviewing project structure, or establishing architecture for search-augmented apps. Trigger with phrases like "perplexity architecture", "perplexity project structure", "how to organize perplexity", "perplexity design patterns".
Implement Groq reference architecture with model routing, streaming pipelines, and fallbacks. Use when designing new Groq integrations, reviewing project structure, or establishing architecture standards for Groq applications. Trigger with phrases like "groq architecture", "groq best practices", "groq project structure", "how to organize groq", "groq design".
Implement Ideogram reference architecture with prompt templates, asset pipelines, and CDN delivery. Use when designing new Ideogram integrations, building brand asset systems, or establishing architecture for image generation at scale. Trigger with phrases like "ideogram architecture", "ideogram project structure", "ideogram brand assets", "ideogram pipeline design", "ideogram at scale".