Android development guidelines for Kotlin with clean architecture, MVI pattern, Material Design, and best practices for building robust mobile…
EnglishAWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale.
EnglishAWS serverless and event-driven architecture expert based on Well-Architected Framework.
EnglishAzure cloud development guidelines for ARM templates, Azure Pipelines, Kubernetes, and cloud-native services.
EnglishBash scripting workflow for creating production-ready shell scripts with defensive patterns, error handling, and testing.
EnglishApply Clean Architecture + DDD + Hexagonal patterns to backend services. Use when designing APIs, microservices, domain models, aggregates, repositories, bounded contexts, or scalable backend structure. Triggers on DDD, Clean Architecture, Hexagonal, ports and adapters, entities, value objects, domain events, CQRS, event sourcing, repository pattern, use cases, onion architecture, outbox pattern, aggregate root, anti-corruption layer. Language-agnostic (Go, Rust, Python, TypeScript, Java, C).
EnglishExpert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.
EnglishExpert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.
EnglishWrite idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.
EnglishImplement Command Query Responsibility Segregation for scalable architectures.
EnglishYou are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
EnglishPython data structure conventions for this codebase. Apply when choosing between Pydantic models, dataclasses, and other data containers.
EnglishCreate effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.
EnglishExpert database administrator specializing in modern cloud databases, automation, and reliability engineering.
EnglishComprehensive guide to optimizing database queries, understanding EXPLAIN plans, indexing strategies, and eliminating N+1…
EnglishProduction-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.
EnglishDistributed consensus algorithms and logical time for cloud and multi-node systems. Covers Lamport clocks, vector clocks, FLP impossibility, Paxos (basic, multi, fast), Raft, Viewstamped Replication, Byzantine fault tolerance basics, quorum reads/writes (N/R/W), leader election, and TLA+ specification style. Use when designing replicated state machines, picking a consensus protocol, reasoning about split-brain and quorum loss, or writing formal specs for distributed coordination.
EnglishYou are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds,…
EnglishPlan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
EnglishExpert .NET backend architect specializing in C, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns.
EnglishWrite idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.
EnglishIncludes Android Development, AWS Agentic AI, AWS Cost Operations, and other workflows.
Supported by the Atlas install prompt. Skill-specific requirements vary.
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What’s included
Android Development
Android development guidelines for Kotlin with clean architecture, MVI pattern, Material Design, and best practices for building robust mobile applications
Aso Audit
When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app list
AWS Agentic AI
AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale. Use when working with any AgentCore service including Gateway, Runtime, Memory
AWS Cost Operations
AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditin
AWS Serverless Eda
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or
Azure
Azure cloud development guidelines for ARM templates, Azure Pipelines, Kubernetes, and cloud-native services.
Bash Scripting
Bash scripting workflow for creating production-ready shell scripts with defensive patterns, error handling, and testing.
Clean Ddd Hexagonal
Apply Clean Architecture + DDD + Hexagonal patterns to backend services. Use when designing APIs, microservices, domain models, aggregates, repositories, bounded contexts, or scalable backend structure. Triggers on DDD, Clean Architecture, Hexagonal, ports and adapters, entities, value objects, domain events, CQRS, event sourcing, repository pattern, use cases, onion architecture, outbox pattern, aggregate root, anti-corruption layer. Language-agnostic (Go, Rust, Python, TypeScript, Java, C).
Cloud Architect
Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.
Cloudflare Workers Expert
Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.
Cpp Pro
Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.
Cqrs Implementation
Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-
Data Engineering Data Pipeline
You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
Data Structures
Python data structure conventions for this codebase. Apply when choosing between Pydantic models, dataclasses, and other data containers.
Data Visualization
Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.
Database Admin
Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.
Database Query Optimization
Comprehensive guide to optimizing database queries, understanding EXPLAIN plans, indexing strategies, and eliminating N+1 queries
Dbt Transformation Patterns
Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.
Debug Root Cause
Root cause analysis with dependency tracing and call stack analysis
Distributed Consensus
Distributed consensus algorithms and logical time for cloud and multi-node systems. Covers Lamport clocks, vector clocks, FLP impossibility, Paxos (basic, multi, fast), Raft, Viewstamped Replication, Byzantine fault tolerance basics, quorum reads/writes (N/R/W), leader election, and TLA+ specification style. Use when designing replicated state machines, picking a consensus protocol, reasoning about split-brain and quorum loss, or writing formal specs for distributed coordination.
Docker Expert
You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestratio
Domain Driven Design
Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
Dotnet Architect
Expert .NET backend architect specializing in C, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns.
Elixir Pro
Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.
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