Expert architecture reviewer specializing in system design validation, architectural patterns, and technical decision assessment.
Professional software architecture skill for analyzing existing codebases, designing new systems, creating comprehensive planning documents, and guiding technical decision-making…
Strategic guidance for designing modern data platforms, covering storage paradigms (data lake, warehouse, lakehouse), modeling approaches (dimensional, normalized, data vault,…
Propose multi-agent and workflow architectures for CustomGPT.ai Labs projects, showing how Claude Code, CustomGPT.ai, and supporting tools interact to deliver the desired business…
Design cloud network architectures with VPC patterns, subnet strategies, zero trust principles, and hybrid connectivity.
Analyzes problems and designs system architecture before implementation. Activates when user asks design questions, discusses architecture, or needs to break down complex — from…
Analyzes problems and designs system architecture before implementation. Activates when user asks design questions, discusses architecture, or needs to break down complex — from…
Guides clean, scalable system architecture during the build phase. Use when designing modules, defining boundaries, structuring projects, managing dependencies, or preventing…
Architecture Decision Records (ADRs) format, templates, and best practices for documenting technical decisions.
System-level engineering canon, the architecture counterpart to software-design-principles. Layered architecture + dependency direction, ports and adapters (repository /…
Use when a task needs the judgment of an Architecture/Engineering firm or department manager — pricing a project fee (lump sum vs. hourly vs.
Establish scalable architecture using modular boundaries, domain-driven design, and consistent data access patterns.
Write a specification section that a contractor can price accurately and a site can build from — performance stated, products defined, workmanship and tolerances given, and the…
Use when targeting ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) or deciding whether a computer-science manuscript…
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation.
System architecture analysis and design. Validates architecture patterns, generates dependency graphs, and evaluates module boundaries.
When making significant architectural decisions that need to be documented. Used by ARCHITECT-AGENT.
Facilitates conversational discovery to create Architectural Decision Records (ADRs) for functional requirements covering CLI, REST/HTTP APIs, or both.
Use when you need to generate Architecture Decision Records (ADRs) for a Java project through an interactive, conversational process that systematically gathers context — from…
Facilitates conversational discovery to create Architectural Decision Records (ADRs) for non-functional requirements using the ISO/IEC 25010:2023 quality model.
Comprehensive frontend architecture analyzer that identifies technology stacks, build tools, and architectural patterns.
Analyze and visualize software architecture patterns, dependencies, and module boundaries for migration planning
Design system architecture and write interface contracts from a PRD. Outputs .forge/architecture.md (system overview + tech decisions), .forge/contracts/ (per-module interface…
Cloudflare-first platform selection. Decision trees for Workers, D1, R2, KV, DO, Queues, Vectorize, Containers, Sandboxes, Flagship, Agent Memory, Workflows v2.
Systematic review of existing architecture using ATAM-lite methodology. Evaluates architectural fitness against quality attribute scenarios, identifies risks, sensitivity points,…
Evaluates codebase architecture for patterns, anti-patterns, coupling, cohesion, scalability, and technical debt.
Comprehensive project consistency review across code, documentation, diagrams, and configuration
Comprehensive **project** consistency review across code, documentation, diagrams, and configuration
Architecture audit and analysis specialist for Modular Monoliths. **ALWAYS use when reviewing codebase architecture, evaluating bounded contexts, assessing shared kernel size,…
Architecture-aware project initialization combining online research with archetype selection.
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation.
Interviews the technical architect to complete a project's architecture baseline — stack and boundaries, the shared domain model, interface contracts, cross-cutting policies,…
プロジェクトで使用しているアーキテクチャの実装ベストプラクティスを調査し、 docs/best-practices.md にドキュメント化する。技術スタックを自動検出し、 スタック別のベストプラクティス（コード例・アンチパターン）を出力する。 「ベストプラクティスをまとめて」「実装パターンを調べて」「コーディングガイドを作成」…
Архитектурные границы: FSD/VSA/Hexagonal, modules, public APIs, imports. Используй для: архитектура, слои, FSD, VSA, hexagonal, frontend, backend, размещение кода, границы модуля,…
Use when performing full analysis of breaking changes across APIs, events, DTOs, and contracts requiring versioning strategy and migration guidance — from engineering/architecture
Use when performing a behavior-preserving architectural cleanup or refactor on a codebase and you need strict guardrails against changing functionality, building a framework, or…
Present a design to a client so they can make a decision rather than react to a picture — the brief restated, the moves explained against it, the options with their trade-offs,…
Use when intended architecture must be compared with implementation: dependency policies, ADRs, ownership rules, drift, erosion, recovered models, and conformance classifications.
Expert guidance on cross-domain architecture decisions, technology selection, and infrastructure design requiring deep analysis of tradeoffs and long-term implications
Deliver a substantial code-architecture refactor or migration to one declared target across one or many repositories.
Orchestrates parallel specialized agents for major architectural decisions. Spawns perspective agents (Schema-Sage, Repo-Maven, Event-Oracle, etc.), collects findings to shared…
Architecture dashboard with integrated risk review. Monitor architecture health, track risk items, and get Well-Architected scores.
Use when running a full DDD boundary audit, detecting context leakage, or remediating domain and infrastructure contamination — from engineering/architecture
Architecture decision making via trade-off analysis in RFC/RFD/ADR format: context, constraints, 3+ options, comparison, recommendation.
Greenfield architecture decisions — enumerates tech-stack axes from a PRD, generates per-axis multi-variant markdown + self-contained HTML (rendered in browser), auto-applies the…
Create and manage Architecture Decision Records (ADRs) for documenting important architectural decisions, tradeoffs, and rationale.
Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation.
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation.
Process and template for documenting architecture decisions. Captures the context, decision rationale, and consequences to build institutional knowledge and avoid repeating past…
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation.
Guides the selection and documentation of architectural decisions using ADR patterns.
Use when structural code choices need durable rationale: ADRs, tradeoffs, consequences, reversibility, ownership, review triggers, and validation plans.
Review a codebase for architecture deepening opportunities: shallow modules, weak seams, scattered domain logic, low testability, high coupling, and AI-navigability friction.
When the user needs to design or evaluate system architecture — service boundaries, data models, API contracts, infrastructure topology, database selection, or dependency — from…
PRDと機能設計書に基づいてアーキテクチャ設計書を作成するスキル。docs/prd.md と docs/functional-design.md…
Distilled architecture & design principles for building self-service developer platforms, control-plane / data-plane separation, and edge-centralized cross-cutting concerns —…
Conducts comprehensive architecture design reviews including system design validation, architecture pattern assessment, quality attributes evaluation, technology stack review, and…
Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.
Create professional, dark-themed architecture diagrams as standalone HTML files with SVG graphics. Use when the user asks for system architecture diagrams, infrastructure…