brainstorm-synthesis
Use when facing hard architectural decisions, multiple valid approaches exist, need diverse perspectives before committing, or want M-of-N synthesis on complex problems
Use when facing hard architectural decisions, multiple valid approaches exist, need diverse perspectives before committing, or want M-of-N synthesis on complex problems
Problem and solution validation methodologies, assumption testing, and MVP validation experiments
Systematic API design methodology with 6 validated patterns covering parameter categorization, safe refactoring, audit-first approach, automated validation, quality gates, and example-driven documentation. Use when designing new APIs, improving API consistency, implementing breaking change policies, or building API quality enforcement. Provides deterministic decision trees (5-tier parameter system), validation tool architecture, pre-commit hook patterns. Validated with 82.5% cross-domain transferability, 37.5% efficiency gains through audit-first refactoring.
Deep structural analysis of @Fake annotated interfaces examining method signatures, property definitions, generic type parameters, suspend functions, complexity assessment, and generation strategy recommendations. Use when analyzing interface structure, examining method signatures, checking generic patterns, assessing generation complexity, or when user mentions "analyze interface", "interface structure", "check methods", "assess complexity", interface names, or "generation strategy".
Use when rough ideas need design before code, requirements are fuzzy, multiple approaches exist, or you need to explore options before implementation
C# 12 / .NET 8 development specialist covering ASP.NET Core, Entity Framework, Blazor, and modern C# patterns. Use when developing .NET APIs, web applications, or enterprise solutions.
Coding standards, modular architecture, and common execution patterns for the PolyFlup Python backend.
Architecture dependency analysis to ensure proper feature isolation and composition root pattern.
Redis-based agent coordination with pub/sub and waiting mode
Decision-making methodologies, scoring frameworks, and planning strategies for Group 2 agents in four-tier architecture
Comprehensive OWASP security guidelines, secure coding patterns, vulnerability prevention strategies, and remediation best practices for building secure applications
Pre/post-operation validation to detect missing components and prevent future issues
Synthesize Reflector insights into structured delta proposals for playbook updates, following ACE paper's Curator architecture
Comprehensive design principles and best practices for creating beautiful, functional GUI applications including dashboards, web apps, and mobile apps
Comprehensive validation methodology for multi-component applications including backend, frontend, database, and infrastructure
Enables autonomous pattern recognition, storage, and retrieval at project level with self-learning capabilities for continuous improvement
Adaptive routing strategies for distributed systems with multi-channel communication
Skills for understanding and applying DOSDP (Dead Simple Ontology Design Patterns) to ensure consistent ontology term creation and maintenance. This skill is about recognizing patterns and ensuring consistency, not using dosdp-tools directly.
Recommends modularity, composition, and decoupling patterns for design challenges. Use when designing plugin architectures, reducing coupling, improving testability, or separating cross-cutting concerns.
Best practices for inter-group communication, knowledge sharing, and collaborative workflows in four-tier architecture
Use when designing software architecture, refactoring code structure, solving recurring design problems, or when code exhibits symptoms like tight coupling, rigid hierarchies, scattered responsibilities, or difficult-to-test components. Also use when choosing between architectural approaches or reviewing code for structural improvements.
Expert in graph database design and development with deep knowledge of graph modeling, traversals, query optimization, and relationship patterns. Specializes in SurrealDB but applies generic graph database concepts. Use when designing graph schemas, optimizing graph queries, implementing complex relationships, or building graph-based applications.
Type-safe development patterns for JARVIS AI Assistant