Extracts validation rules, guards, business constraints, authorization rules, and invariants from domain code.
Standardizes business process workflows by linking actual operational documents, aligning numbering systems, and eliminating role…
Queries real-time bus arrival and remaining seat data from Amazon Athena and AWS Glue catalogs.
Discovering and accessing unprotected pages, APIs, and administrative
Use when C# async/await patterns including Task, ValueTask, async streams, and cancellation.
When to activate: C++ concurrency, std::thread, mutex, atomic, future, promise, coroutines, thread pool, parallel algorithms
Use when fundamental C data structures including arrays, structs, linked lists, trees, and hash tables with memory-efficient…
Use when building C# applications with .NET 8+, ASP.NET Core APIs, or Blazor web apps.
C# headless game server architecture — TCP/UDP socket management, connection pooling, tick-rate loops, .NET hosting model, SignalR…
Provides a virtual board of directors and strategic executive advisory through ten specialized C-suite personas.
Index and router for the C-level advisory bundle: 33 skills covering 14 C-suite roles, orchestration, cross-cutting capabilities, and…
Founder-mode executive team. 8 cs-* C-suite agents (CFO, CMO, CRO, CPO, COO, CHRO, CISO, Chief of Staff) and 17 /cs:* slash commands for…
Index and router for the C-level advisory bundle: 33 skills covering 14 C-suite roles, orchestration, cross-cutting capabilities, and…
Use when lINQ (Language Integrated Query) with query and method syntax, deferred execution, expression trees, and performance optimization.
Run and debug C# MCP servers locally. Covers IDE configuration, MCP Inspector testing, GitHub Copilot Agent Mode integration, logging…
Test C# MCP servers at multiple levels: unit tests for individual tools and integration tests using the MCP client SDK.
Use when C# nullable reference types and value types for null safety, nullable annotations, and patterns for handling null values.
Generates and maintains C4 architecture diagrams (Context, Container, Component) as Mermaid in docs/architecture/.
Generate architecture documentation using C4 model Mermaid diagrams.
Use when targeting CA: A Cancer Journal for Clinicians (CA Cancer J Clin) or deciding whether an oncology manuscript fits this venue.
Design a caching strategy for an application — pattern selection, key design, TTL, and eviction policy.