Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
Core architectural principles for StepLeague - modular design, system thinking, future-proofing, and maintenance reduction.
Validate UI architecture boundaries, backend contracts, and ADR need before spec planning. Use when starting a new UI feature or invoking /ui-architecture-preflight.
Core architecture principles (SSOT, DRY, Anti-Spaghetti) for maintainable code design. Use when planning features, implementing code, or reviewing architecture to prevent…
Creates an upfront system architecture proposal before implementation begins. Defines bounded contexts, layer strategy, system-wide patterns, and quality attributes — the…
Use when code changes need staged structural design: boundary extraction, modularization, dependency inversion, migrations, anti-corruption layers, tests, rollout gates, and…
Quick reference for Portfolio Buddy 2 project structure. Use when: adding new features, modifying existing components, understanding data flow, or onboarding to the codebase.
Refine underdefined product or system architecture through focused interactive decisions. Use when the user wants architecture sparring before a formal implementation plan or…
Meta-skill for maintaining and evolving Alex's cognitive architecture through deliberate documentation and pattern extraction.
Expert in Gravito architecture and clean code. Trigger this for refactoring, design pattern implementation, or architectural audits.
Assess architecture decisions, ADR compliance, coupling analysis, and design principles
Run an Architecture Review Board that filters proposals by blast radius, reviews them through fixed lenses, issues binding decisions recorded as ADRs, and honors an appeals path.
Use when a diff may break system boundaries, dependency direction, or cross-service contracts — fifth judge dispatched by /review-changes alongside the four standard judges.
Use when making architectural decisions, planning features, designing new components, reviewing PRs, or validating that proposed changes align with Clean Architecture principles.
Ensure design docs explicitly capture risks, assumptions, and open questions with owners, deadlines, and mitigation plans.
Architectural rules engine — pattern validation, duplication detection, stack compatibility, and design pattern enforcement.
Use when code work touches runtime shape: services, app/CLI/background flows, deployment/IaC, observability, resilience, external integrations, ownership, and runtime coupling.
System architecture patterns including monolith, microservices, event-driven, and serverless, with C4 modeling, scalability strategies, and technology selection criteria.
Use to collapse over-engineered abstractions, remove unnecessary layers, or consolidate redundant logic.
Automated SRP validation using multi-dimensional detection. Use when reviewing code for SRP compliance, checking "is this doing too much", validating architectural boundaries,…
確定した仕様を、モジュール境界・データフロー・状態管理・失敗時挙動を持つ設計案に落とし込む。Use when: WF-03 Solution Design で設計の叩き台を作りたい時、実装前にアーキテクチャの骨子を固めたい時。
Comprehensive system architecture design and implementation workflow that orchestrates expert analysis, technical decision-making, and architectural pattern selection using the…
Generates technical architecture specification from PRD. Covers architecture pattern, tech stack, data models, and app structure.
Use when working in massCode and you need repo-wide architecture rules, naming conventions, decomposition boundaries, or guidance on which massCode skill to load next.
Reports on the health and state of architecture documentation (counts of ADRs, reviews, activity levels, documentation gaps).
Use this agent when you need to analyze code changes from an architectural perspective, evaluate system design decisions, or ensure modifications align with established…
Generate a reference architecture specification from analyzed frameworks. Use when (1) designing a new agent framework based on prior art, (2) defining core primitives (Message,…
Activate BEFORE any system design decision, service boundary definition, database schema change, or technology selection. Ensures human reasoning leads, AI challenges.
Ensure design changes stay consistent across ADRs, diagrams, and specs; decisions are traceable; and drift is explicitly managed.
Dynamically validate codebase compliance with architectural decisions and constraints
Detect missing validation plans (how to verify the design is correct) in design documents and ADRs.
Validate hexagonal architecture (Domain, Application, Infrastructure, Presentation). Use when creating new files in src/, reorganizing code, or when the user requests architecture…
Generate or update the BrassClaw architecture overview video using Remotion. Use when asked to update, regenerate, or modify the architecture video, add/remove scenes, or reflect…
Develop the TOGAF Phase A Architecture Vision. Produces the Statement of Architecture Work, Architecture Vision document, Stakeholder Map (Power/Interest), Communications Plan,…
Visualize and govern your cloud architectures. Get architecture assessments, risk heatmaps, and compliance dashboards in one place.
Framework for designing new architectural mechanisms when existing patterns don't fit
Choose a model architecture for a medical-imaging research question before scaffolding. Maps the task (classification, segmentation, detection, transfer), modality and…
Reference architecture for legacy Liferay 7.4 React Portlets — the source code being migrated. Use when analyzing portlet entry points, understanding Liferay globals, mapping…
Spawn independent Opus sub-agent to stress-test Archon's architecture against its own principles
Master Archon MCP for strategic project management, task tracking, and knowledge base operations. The strategic layer (WHAT/WHEN) that coordinates with Skills (HOW).
Expert coverage of Arista EOS across all versions: Sysdb architecture, VXLAN/EVPN fabric design, MLAG, eAPI, CloudVision, AVD automation, spine-leaf BGP design, and DC fabric…
Provides AI assistants with specialized tools for Arm architecture development, migration, optimization, and profiling.
USE WHEN: visualizing algorithms, data structures, architecture, control flow with ASCII art, or when terminal-friendly diagrams are needed.
ASCII diagram patterns for architecture, workflows, file trees, and data visualizations. Use when creating terminal-rendered diagrams, box-drawing layouts, progress bars,…
Answer questions about how the codebase works, its architecture, how features are implemented, or how components interact.
Architecture advice, design trade-offs, brainstorming, comparing approaches via Gemini. Use when user asks about architecture decisions, system design, design patterns, trade-offs…
.NET Aspire AppHost, Service Defaults, integrations (Postgres, Redis), service discovery, health checks, Polly resilience, telemetry pipeline.
Implement AssemblyAI reference architecture with best-practice project layout. Use when designing new AssemblyAI transcription services, reviewing project structure, or building…
Use when assessing codebase architecture and you feel pressure to soften critique, lead with strengths, or frame problems diplomatically - provides evidence-based critical…
Guide for assistant-ui library - AI chat UI components. Use when asking about architecture, debugging, or understanding the codebase.
Build content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.
Technical architecture for Astro lead generation websites. Use when setting up new projects, configuring build tools, or establishing project foundations.
Expert Astro Islands Architecture — client:load, client:idle, client:visible, client:media, client:only, server:defer (Server Islands), fallback slots, transition:persist, prop…
Use the AstroAgent concept framing for architecture, positioning, and design discussions.
Use Astrograph's local code graph before grep/read loops for JS/TS architecture, call flow, dependency, impact, symbol lookup, and task-context questions.
Analyze dependencies, circular references, and God Classes; author ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.
Write an Architecture Decision Record — document what was decided, why, what alternatives were considered, and what trade-offs were accepted.
Map the system architecture — read the codebase, identify services and connections, output a C4-level architecture map as Mermaid diagrams with component descriptions.
Production reference architecture for Attio CRM integrations -- layered project structure, sync patterns, webhook processing, and multi-environment setup.