Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
Production reliability patterns including circuit breakers with exponential backoff, graceful shutdown management with signal handling, retry logic with jitter, rate limiting with token bucket, and security bes...
Production-ready Rust patterns for type-safe domain modeling including newtypes, type states, builders, smart constructors, and const generics. Use when creating domain primitives (IDs, emails), state machines,...
Production error patterns with thiserror and anyhow, including error classification, HTTP/gRPC protocol mappings, context chains, retry logic, and testing. Use when designing error types for libraries or applic...
Service architecture patterns for Axum applications including layered design (Router → Handler → Service → Repository), AppState with FromRef for dependency injection, Tower ServiceBuilder for middleware compos...
Production patterns for Tokio 1.48.0 async runtime including task spawning, channels (mpsc, oneshot, broadcast, watch), synchronization primitives, graceful shutdown, and lifecycle management. Use when spawning...
Analyzes MVP codebases and recommends prioritized next steps for product development. Use when the user asks "what should I build next?", "how do I improve my MVP?", "what features should I add?", or needs guid...
Elixir programming
Language-agnostic backend patterns: API design, authentication, security, databases. Use when: designing APIs, implementing auth, securing endpoints, modeling data. Triggers: "api design", "rest api", "graphql"...
Project type definitions with type-specific questions, patterns, and stacks. Use when: determining project architecture, asking type-specific questions. Referenced by: idea-validation, brainstorming, /ship comm...
Data lineage, cataloging, access control, and compliance.
Design ETL/ELT pipeline architectures with proper patterns for reliability and scalability.
dbt best practices for models, tests, documentation, and project organization.
Apache Airflow DAG design, operators, and scheduling best practices.
Use when encountering any bug, test failure, or unexpected behavior - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before atte...
Talk to Nihaixia Suanming about their expertise. Nihaixia Suanming provides authentic advice using their mental models, core beliefs, and real-world examples.
Standard Operating Procedure for /plan phase. Covers research depth, code reuse detection, design pattern selection, and architecture planning.
End-to-end release automation with semantic versioning, changelog generation, and multi-environment deployment
Enterprise Rust with ownership model and safety guarantees: Rust 1.91.1, Tokio 1.48, async/await, macro system, error handling, memory safety patterns; activates for systems programming, performance-critical co...
Claude Code Commands system, workflow orchestration, and command-line interface patterns. Use when creating custom commands, managing workflows, or implementing CLI interfaces.
Java programming language patterns, object-oriented design, and enterprise application development. Use when building enterprise applications, Android apps, or large-scale systems.
Enterprise Convex Real-Time Backend with AI-powered reactive database architecture, Context7 integration, and intelligent synchronization orchestration for collaborative applications
Enterprise shadcn/ui Component Library with AI-powered design system architecture, Context7 integration, and intelligent component orchestration for modern React applications
AI-powered enterprise MCP (Model Context Protocol) server orchestrator with intelligent plugin management, predictive optimization, ML-based performance analysis, and Context7-enhanced integration patterns. Use...
AI-powered enterprise Claude Code hooks orchestrator with intelligent automation, predictive maintenance, ML-based optimization, and Context7-enhanced workflow patterns. Use when designing smart hook systems, i...
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