architecture-patterns

v2026.09.24

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.

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<!-- directive-density: intentional (teaches anti-patterns; NEVER markers describe real layering violations, not aspirational guidance) -->

Architecture Patterns

Consolidated architecture validation and enforcement patterns covering clean architecture, backend layer separation, project structure conventions, and test standards. Each category has individual rule files in rules/ loaded on-demand. House scars and dated decisions rescued from retired reference tutorials live in references/ork-delta.md; the tutorials themselves are upstream's job (see "Upstream coverage" below).

Quick Reference

CategoryRulesImpactWhen to Use
Clean Architecture3HIGHSOLID principles, hexagonal architecture, ports & adapters, DDD
Project Structure2HIGHFolder conventions, nesting depth, import direction, barrel files
Backend Layers3HIGHRouter/service/repository separation, DI, file naming
Test Standards3MEDIUMAAA pattern, naming conventions, coverage thresholds
Right-Sizing2HIGHArchitecture tier selection, over-engineering prevention, context-aware enforcement

Total: 13 rules across 5 categories

Quick Start

# Clean Architecture: Dependency Inversion via Protocol
class IUserRepository(Protocol):
    async def get_by_id(self, id: str) -> User | None: ...

class UserService:
    def __init__(self, repo: IUserRepository):
        self._repo = repo  # Depends on abstraction, not concretion

# FastAPI DI chain: DB -> Repository -> Service
def get_user_service(db: AsyncSession = Depends(get_db)) -> UserService:
    return UserService(PostgresUserRepository(db))
# Project Structure: Unidirectional Import Architecture
shared/lib  ->  components  ->  features  ->  app
(lowest)                                    (highest)

# Backend Layers: Strict Separation
Routers (HTTP) -> Services (Business Logic) -> Repositories (Data Access)

Clean Architecture

SOLID principles, hexagonal architecture, ports and adapters, and DDD tactical patterns for maintainable backends.

RuleFileKey Pattern
Hexagonal Architecturerules/clean-hexagonal.mdDriving/driven ports, adapter implementations, layer structure
SOLID & Dependency Rulerules/clean-dependency-rule.mdProtocol-based interfaces, dependency inversion, FastAPI DI
DDD Tactical Patternsrules/clean-ports-adapters.mdEntities, value objects, aggregate roots, domain events

Design review checklist: checklists/solid-checklist.md. Domain entity scaffold: scripts/domain-entity-template.py.

Key Decisions

DecisionRecommendation
Protocol vs ABCProtocol (structural typing)
Dataclass vs PydanticDataclass for domain, Pydantic for API
Repository granularityOne per aggregate root
Transaction boundaryService layer, not repository
Event publishingCollect in aggregate, publish after commit

Project Structure

Feature-based organization, max nesting depth, unidirectional imports, and barrel file prevention.

RuleFileKey Pattern
Folder Structure & Nestingrules/structure-folders.mdReact/Next.js and FastAPI layouts, 4-level max nesting, barrel file rules
Import Direction & Locationreferences/structure-import-direction.mdUnidirectional imports, cross-feature prevention, component/hook placement

Blocking Rules

RuleCheck
Max NestingMax 4 levels from src/ or app/
No Barrel FilesNo index.ts re-exports (tree-shaking issues)
Component LocationReact components in components/ or features/ only
Hook LocationCustom hooks in hooks/ or features/*/hooks/ only
Import DirectionUnidirectional: shared -> components -> features -> app

Backend Layers

FastAPI Clean Architecture with router/service/repository layer separation and blocking validation.

RuleFileKey Pattern
Layer Separationrules/backend-layers.mdRouter/service/repository boundaries, forbidden patterns, async rules
Dependency Injectionrules/backend-di.mdDepends() chains, blocked DI patterns, violation detection
File Naming & Exceptionsrules/backend-repository.mdNaming conventions, async rules, domain exceptions

House scars for this category (exception-to-HTTP status map, import-level violation greps, DI override teardown): references/ork-delta.md.

Layer Boundaries

LayerResponsibilityForbidden
RoutersHTTP concerns, request parsing, auth checksDatabase operations, business logic
ServicesBusiness logic, validation, orchestrationHTTPException, Request objects
RepositoriesData access, queries, persistenceHTTP concerns, business logic

Test Standards

Testing best practices with AAA pattern, naming conventions, isolation, and coverage thresholds.

RuleFileKey Pattern
AAA Pattern & Isolationrules/testing-aaa.mdArrange-Act-Assert, test isolation, parameterized tests
Naming Conventionsreferences/testing-naming-conventions.mdDescriptive behavior-focused names for Python and TypeScript
Coverage & Locationrules/testing-coverage.mdCoverage thresholds, fixture scopes, and (per references/ork-delta.md) the no-co-location rule

Coverage Requirements

AreaMinimumTarget
Overall80%90%
Business Logic90%100%
Critical Paths95%100%
New Code100%100%

Right-Sizing

Context-aware backend architecture enforcement. Rules adjust strictness based on project tier detected by scope-appropriate-architecture.

Enforcement procedure:

  1. Read project tier from scope-appropriate-architecture context (set during brainstorm/implement Step 0)
  2. If no tier set, auto-detect using signals in Read("rules/right-sizing-tiers.md")
  3. Apply tier-based enforcement matrix — skip rules marked OFF for detected tier
  4. Security rules are tier-independent — always enforce SQL parameterization, input validation, auth checks
RuleFileKey Pattern
Architecture Sizing Tiersrules/right-sizing-tiers.mdInterview/MVP/production/enterprise sizing matrix, LOC estimates, detection signals
Right-Sizing Decision Guiderules/right-sizing-decision.mdORM, auth, error handling, testing recommendations per tier, over-engineering tax

Tier-Based Rule Enforcement

RuleInterviewMVPProductionEnterprise
Layer separationOFFWARNBLOCKBLOCK
Repository patternOFFOFFWARNBLOCK
Domain exceptionsOFFOFFBLOCKBLOCK
Dependency injectionOFFWARNBLOCKBLOCK
OpenAPI documentationOFFOFFWARNBLOCK

Manual override: User can set tier explicitly to bypass auto-detection (e.g., "I want enterprise patterns for this take-home to demonstrate skill").

Decision Flowchart

Is this a take-home or hackathon?
  YES --> Flat architecture. Single file or 3-5 files. Done.
  NO  -->

Is this a prototype or MVP with < 3 months runway?
  YES --> Simple layered. Routes + services + models. No abstractions.
  NO  -->

Do you have > 5 engineers or complex domain rules?
  YES --> Clean architecture with ports/adapters.
  NO  --> Layered architecture. Add abstractions only when pain appears.

When NOT to Use

Not every project needs architecture patterns. Match complexity to project tier:

PatternInterviewHackathonMVPGrowthEnterpriseSimpler Alternative
Repository patternOVERKILL (~200 LOC)OVERKILLBORDERLINEAPPROPRIATEREQUIREDDirect ORM calls in service (~20 LOC)
DI containersOVERKILL (~150 LOC)OVERKILLLIGHT ONLYAPPROPRIATEREQUIREDConstructor params or module-level singletons (~10 LOC)
Event-driven archOVERKILL (~300 LOC)OVERKILLOVERKILLSELECTIVEAPPROPRIATEDirect function calls between services (~30 LOC)
Hexagonal architectureOVERKILL (~400 LOC)OVERKILLOVERKILLBORDERLINEAPPROPRIATEFlat modules with imports (~50 LOC)
Strict layer separationOVERKILL (~250 LOC)OVERKILLWARNBLOCKBLOCKRoutes + models in same file (~40 LOC)
Domain exceptionsOVERKILL (~100 LOC)OVERKILLOVERKILLBLOCKBLOCKBuilt-in ValueError/HTTPException (~5 LOC)

Rule of thumb: If a pattern shows OVERKILL for the detected tier, do NOT use it. Use the simpler alternative. A take-home with hexagonal architecture signals over-engineering, not skill.

Anti-Patterns (FORBIDDEN)

# CLEAN ARCHITECTURE
# NEVER import infrastructure in domain layer
from app.infrastructure.database import engine  # In domain layer!

# NEVER leak ORM models to API layer
@router.get("/users/{id}")
async def get_user(id: str, db: Session) -> UserModel:  # Returns ORM model!

# NEVER have domain depend on framework
from fastapi import HTTPException
class UserService:
    def get(self, id: str):
        raise HTTPException(404)  # Framework in domain!

# PROJECT STRUCTURE
# NEVER create files deeper than 4 levels from src/
# NEVER create barrel files (index.ts re-exports)
# NEVER import from higher layers (features importing from app)
# NEVER import across features (use shared/ for common code)

# BACKEND LAYERS
# NEVER use database operations in routers
# NEVER raise HTTPException in services
# NEVER instantiate services without Depends()

# TEST STANDARDS
# NEVER mix test files with source code
# NEVER use non-descriptive test names (test1, test, works)
# NEVER share mutable state between tests without reset

Upstream coverage (do not restate)

Long-form tutorials on these topics were removed from this skill (2026-07-31 wrap-plus-delta campaign). Read them at the first-party source; only floors, scars, and house decisions belong here (see references/ork-delta.md).

TopicFirst-party source
Hexagonal architecture, ports and adapters walkthroughAlistair Cockburn, https://alistair.cockburn.us/hexagonal-architecture/ and Architecture Patterns with Python, https://www.cosmicpython.com/
SOLID principles tutorial (Protocol-based)Architecture Patterns with Python, https://www.cosmicpython.com/ and Python Protocol spec, https://typing.python.org/en/latest/spec/protocol.html
DDD tactical patterns (entities, value objects, aggregates, domain events)Architecture Patterns with Python, https://www.cosmicpython.com/
FastAPI dependency injection, auth dependencies, DI test overridesFastAPI docs (context7: /tiangolo/fastapi), https://fastapi.tiangolo.com/tutorial/dependencies/ and skill ork:python-backend
Router/service/repository layer walkthroughFastAPI bigger applications, https://fastapi.tiangolo.com/tutorial/bigger-applications/ and skill ork:python-backend
Full FastAPI clean-architecture example appFastAPI full-stack template, https://github.com/fastapi/full-stack-fastapi-template
Next.js folder layout and structure-violation catalogNext.js project structure docs, https://nextjs.org/docs/app/getting-started/project-structure (skill vercel:nextjs)
AAA pattern, isolation, parameterized tests, fixture scoping, coverage configSkill ork:testing-unit; pytest docs, https://docs.pytest.org/en/stable/ and Vitest coverage, https://vitest.dev/config/#coverage

Related Skills

  • ork:scope-appropriate-architecture - Project tier detection that drives right-sizing enforcement
  • ork:quality-gates - YAGNI gate uses tier context to validate complexity
  • ork:distributed-systems - Distributed locking, resilience, idempotency patterns
  • ork:api-design - REST API design, versioning, error handling
  • ork:testing-unit - Unit testing: AAA pattern, fixtures, mocking, factories
  • ork:testing-e2e - E2E testing: Playwright, page objects, visual regression
  • ork:testing-integration - Integration testing: API endpoints, database, contracts
  • ork:python-backend - FastAPI, SQLAlchemy, asyncio patterns
  • ork:database-patterns - Schema design, query optimization, migrations
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v2026.09.24

Published

Sep 24, 2026

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