Recommend architecture patterns (monolith, microservices, serverless, modular monolith) based on scale, team size, and constraints.
Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.
Organizational coding standards and architectural patterns. References comprehensive skills for detailed patterns. Use when making architecture decisions or implementing features.
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.
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…
Deterministic architecture quality gate for verified review artifacts. Use in local checks or CI to validate architecture configuration, block configured confirmed severities,…
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.
Converts an accepted architecture decision for confirmed findings into an executable migration roadmap.
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.
Analyze Java project architecture at macro level - package structure, module boundaries, dependency direction, and layering.
Architecture evaluation criteria and technology standards for the homelab. Preloaded into the designer agent to ground design decisions in established patterns and principles.
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.
Review software architecture for SOLID principles, design patterns, scalability, and maintainability. Use when evaluating system design or planning refactoring.
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.
Run a bounded architectural refactor loop. Use this when the user asks to improve architecture, refactor toward a stated design, untangle module boundaries, fix dependency…
[Architecture] Use when grading project architecture and scalability quality for greenfield init or brownfield audit: build/CI scalability, distributed-monolith risk, module…
System architecture patterns including monolith, microservices, event-driven, and serverless, with C4 modeling, scalability strategies, and technology selection criteria.
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation.
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…
Compares architecture styles, patterns, technologies, and keep-current options for confirmed findings or an approved Greenfield design brief with explicit quality-attribute…
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,…
Use when a task needs the judgment of an Architecture Teacher, Postsecondary — running studio desk crits and final jury reviews, grading design work on process and…
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.
Assess a codebase's architecture with hard evidence — module map, dependency direction, layering breaks, coupling and cohesion hotspots weighted by git churn — then rank 3-5…
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…
Progetta e installa un'infrastruttura di sicurezza a 4 livelli dove il cuore (dati e chiavi) è offline e staccato, lo scudo è invisibile agli scanner e il server reale è nascosto.
Archive session learnings, debugging solutions, and deployment logs to .archive/yyyy-mm-dd/ as indexed markdown with searchable tags.
Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK. Use when the user asks about using Gemini in an enterprise environment or explicitly mentions…
Retire a closed issue's working artifacts out of specs/ into the GitHub wiki. Use only when the user asks to archive a finished issue, empty out specs/ for a done task, or move an…
Streaming ZIP and TAR archive creation for agent release packaging. node-archiver streaming API, append files/directories, compression levels, progress events, and integrity…
Reference architecture for legacy Liferay 7.4 React Portlets — the source code being migrated. Use when analyzing portlet entry points, understanding Liferay globals, mapping…
Test skill inside an "archive" directory at skills/archive/archived-skill/SKILL.md. Tests whether directory names like "archive" are special-cased by the loader.