architecture AI Agent Skills

github-multi-repo

17.8k

ruvnet

Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

sparc-methodology

17.8k

ruvnet

SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration

system-design

527

Joelhooks Swarm Tools System Design

Principles for building reusable coding systems. Use when designing modules, APIs, CLIs, or any code meant to be used by others. Based on "A Philosophy of Software Design" by John Ousterhout. Covers deep modules, complexity management, and design red flags.

Design First

451

rohitg00

Think before coding - design the solution before implementing

wpf-mvvm-scaffold

376

a5c-ai

Generate WPF MVVM architecture with ViewModelBase, RelayCommand, INotifyPropertyChanged, and dependency injection setup

knowledge-absorber

341

Yujunzhixue Studyanalysis Skills Knowledge Absorber

深度解析链接、文档或代码，生成“全能导师级”的教学笔记（零基础直达精通）。具备“真理锚定”校验能力，自动识别幻觉与过时信息。

architect

249

0xSero

Design systems, plan implementations, review architecture decisions - Use when you need to plan a complex feature, design system architecture, or make high-level technical decisions.

adr-documentation

241

MadAppGang

Architecture Decision Records (ADR) documentation practice. Use when documenting architectural decisions, recording technical trade-offs, creating decision logs, or establishing architectural patterns. Trigger keywords - "ADR", "architecture decision", "decision record", "trade-offs", "architectural decision", "decision log".

plugin-sdk-patterns

241

MadAppGang

Unified patterns and templates for creating consistent Claude Code plugins. Use when creating new plugins, designing plugin architecture, implementing builder patterns, or standardizing plugin structure. Trigger keywords - "plugin SDK", "plugin template", "plugin pattern", "builder pattern", "plugin structure", "new plugin", "plugin architecture".

github-multi-repo

215

proffesor-for-testing

Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

qe-github-multi-repo

215

proffesor-for-testing

Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

sparc-methodology

215

proffesor-for-testing

SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration

fpf-review

196

athola

Architecture review using FPF (Functional Programming Framework) methodology. Evaluates codebases through functional, practical, and foundation perspectives. Use when conducting architecture reviews, evaluating system design. Do not use when simple code reviews, bug fixes, documentation updates.

modular-skills

196

athola

Architect skills as modular blocks to control token usage and complexity. Use when creating skills >150 lines, breaking down monolithic skills, or planning new architecture. Do not use for evaluating existing skills (use skills-eval) or writing human-facing prose (use writing-clearly-and-concisely). Check this skill before starting any new skill development.

code-quality-principles

196

athola

Provides guidance on fundamental software design principles to reduce complexity, prevent over-engineering, and improve maintainability.

project-planning

196

athola

Transform specifications into implementation plans with architecture design and dependency-ordered tasks. Use for spec-to-plan conversion, task breakdown, effort estimation. Skip if no spec exists.

architecture-paradigms

196

athola

Interactive selector and router for architecture paradigms. Use when selecting architecture patterns for new systems, comparing paradigm trade-offs, creating architecture decision records, evaluating architecture fit for team size and domain complexity, planning implementation roadmaps. Do not use when implementing a specific known paradigm - use the specific architecture-paradigm-* skill (hexagonal, layered, microservices, etc.) instead. reviewing existing architecture - use architecture-review instead. Use this skill BEFORE making architecture decisions. Check even if unsure about needs.

plan-viz

97

yonatangross

Visualize planned changes before implementation. Use when reviewing plans, comparing before/after architecture, assessing risk, or analyzing execution order and impact.

explore

97

yonatangross

explore — Deep codebase exploration with parallel agents. Use when exploring a repo, discovering architecture, finding files, or analyzing design patterns.

ascii-visualizer

97

yonatangross

ASCII diagram patterns for architecture, workflows, file trees, and data visualizations. Use when creating terminal-rendered diagrams, box-drawing layouts, progress bars, swimlanes, or blast radius visualizations.

audit-full

97

yonatangross

Full-codebase audit using 1M context window. Security, architecture, and dependency analysis in a single pass. Use when you need whole-project analysis.

architecture-decision-record

97

yonatangross

Use this skill when documenting significant architectural decisions. Provides ADR templates following the Nygard format with sections for context, decision, consequences, and alternatives. Use when writing ADRs, recording decisions, or evaluating options.

scope-appropriate-architecture

97

yonatangross

Right-sizes architecture to project scope. Prevents over-engineering by classifying projects into 6 tiers and constraining pattern choices accordingly. Use when designing architecture, selecting patterns, or when brainstorming/implement detect a project tier.

architecture-patterns

97

yonatangross

Architecture validation and patterns for clean architecture, backend structure enforcement, project structure validation, test standards, and context-aware sizing. Use when designing system boundaries, enforcing layered architecture, validating project structure, defining test standards, or choosing the right architecture tier for project scope.

backend

57

atrislabs

Backend architecture policy. Use when building APIs, services, data access, or any backend work. Prevents over-engineering.

diagramming-expert

43

curiositech

Master of text-based visual communication using ASCII art, Unicode box-drawing, and structured diagram notation. Creates clear, maintainable diagrams for systems, processes, hierarchies, relationships, and psychological structures. Proactively generates diagrams to enhance understanding. Activate on visualization needs, system architecture, process flows, psychological mapping, or when complex concepts would benefit from visual representation. NOT for photo editing, vector graphics, or GUI-based design tools.

api-architect

43

curiositech

Expert API designer for REST, GraphQL, gRPC architectures. Activate on: API design, REST API, GraphQL schema, gRPC service, OpenAPI, Swagger, API versioning, endpoint design, rate limiting, OAuth flow. NOT for: database schema (use data-pipeline-engineer), frontend consumption (use web-design-expert), deployment (use devops-automator).

panic-room-finder

43

curiositech

Expert in residential hollow space detection, hidden room discovery, and safe room planning. Helps map house dimensions, identify anomalies suggesting hidden spaces, and safely explore potential voids. Knowledge of architectural history, construction methods, and non-destructive investigation techniques. Activate on "panic room", "hidden room", "secret room", "hollow space", "house mapping", "find hidden space", "room dimensions", "hidden door", "false wall", "priest hole", "prohibition era", "safe room". NOT for illegal entry, structural modifications without permits, or bypassing security systems.

frontend-architecture

40

manutej

Component architecture, design patterns, state management strategies, module systems, build tools, and scalable application structure

express-microservices-architecture

40

manutej

Complete guide for building scalable microservices with Express.js including middleware patterns, routing strategies, error handling, production architecture, and deployment best practices

event_driven

39

vuralserhat86

Structure systems around asynchronous, event-based communication to decouple producers and consumers for improved scalability and resilience. Use when building loosely coupled systems with asynchronous message-based communication.

cache_patterns

39

vuralserhat86

Instruction set for enabling and operating the Spring Cache abstraction in Spring Boot when implementing application-level caching for performance-sensitive workloads.

design-patterns-expert

28

rysweet

Comprehensive knowledge of all 23 Gang of Four design patterns with progressive disclosure (Quick/Practical/Deep), pattern recognition for problem-solving, and philosophy-aligned guidance to prevent over-engineering.

diagramming-expert

20

NeuroFusionAI

Master of text-based visual communication using ASCII art, Unicode box-drawing, and structured diagram notation. Creates clear, maintainable diagrams for systems, processes, hierarchies, relationships, and psychological structures. Proactively generates diagrams to enhance understanding. Activate on visualization needs, system architecture, process flows, psychological mapping, or when complex concepts would benefit from visual representation. NOT for photo editing, vector graphics, or GUI-based design tools.

API Design Patterns

15

bobmatnyc

Comprehensive API design patterns covering REST, GraphQL, gRPC, versioning, authentication, and modern API best practices

software-patterns

15

bobmatnyc

Decision framework for architectural patterns including DI, SOA, Repository, Domain Events, Circuit Breaker, and Anti-Corruption Layer. Use when designing systems, choosing patterns, or reviewing architecture.

threat-modeling

15

bobmatnyc

Threat modeling workflow for software systems: scope, data flow diagrams, STRIDE analysis, risk scoring, and turning mitigations into backlog and tests

AIDB Architecture

13

ai-debugger-inc

Comprehensive architectural reference for AIDB core and MCP integration. Covers the six-layer architecture (MCP, Service, Session, Adapter, DAP Client, Protocol), component organization, data-flow patterns, and design decisions. Use this when explaining the overall system design or understanding how the layers interact.

ARCHITECT ADR

13

sddevelopment-be

Prompt for Architect Alphonso to perform analysis and draft a Proposed ADR

SwiftUI Multiplatform Design Guide

11

mosif16

Unified SwiftUI architecture for iOS, iPadOS, macOS, and visionOS with spatial design principles.

architect-role-skill

9

enuno

Professional software architecture skill for analyzing existing codebases, designing new systems, creating comprehensive planning documents, and guiding technical decision-making through structured architectural workflows.

architecture-decision-record

8

ArieGoldkin

Use this skill when documenting significant architectural decisions. Provides ADR templates following the Nygard format with sections for context, decision, consequences, and alternatives. Helps teams maintain architectural memory and rationale for backend systems, API designs, database choices, and infrastructure decisions.

refactor-architect

7

ydnikolaev

Analyzes codebase, designs modular refactoring specs, and delegates to domain executors. Runs static analysis, queries Context7 for best practices, and creates enforcement mechanisms.

backend-developer

7

louloulin

Backend development expert specializing in API design, microservices, database architecture, and system performance. Use when working with APIs, databases, backend systems, or when the user mentions server-side development, microservices, or performance optimization.

bmad-architect

7

ydnikolaev

The Lead Architect for Antigravity TMA projects. Enforces DDD, BMAD V6, and coordinates the squad.

codebase-analysis

6

Atman36

Systematically analyze codebase structure, complexity, dependencies, and architectural patterns to understand project organization

tech_evaluation

5

mzniu

Provides a comprehensive technical assessment framework, including technology readiness level (TRL) ratings, scalability analysis, security reviews, and architecture design evaluations

domain-driven-design

4

ngxtm

Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.