/domain-driven-design
DDD tactical patterns for complex business modeling including entities, value objects, aggregates, domain services, repositories, specifications, and bounded contexts. Python dataclass implementations with TypeScript alternatives. Use when building rich domain models, enforcing
$ npx -y skills add yonatangross/orchestkit --skill domain-driven-design --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/domain-driven-design
Context preview
The summary Claude sees to decide when to auto-load this skill.
DDD tactical patterns for complex business modeling including entities, value objects, aggregates, domain services, repositories, specifications, and bounded contexts. Python dataclass implementations with TypeScript alternatives. Use when building rich domain models, enforcing
SKILL.md
domain-driven-design.SKILL.mdname: domain-driven-design
license: MIT
compatibility: "Claude Code 2.1.220+."
description: "DDD tactical patterns for complex business modeling including entities, value objects, aggregates, domain services, repositories, specifications, and bounded contexts. Python dataclass implementations with TypeScript alternatives. Use when building rich domain models, enforcing invariants, or separating domain logic from infrastructure."
context: fork
agent: backend-system-architect
version: 1.0.0
tags: [ddd, domain-modeling, entities, value-objects, bounded-contexts, python]
author: OrchestKit
user-invocable: false
disable-model-invocation: true
complexity: medium
persuasion-type: reference
metadata:
category: document-asset-creation
allowed-tools:
- Read
- Glob
- Grep
- WebFetch
- WebSearch
Domain-Driven Design Tactical Patterns
Model complex business domains with entities, value objects, and bounded contexts.
Overview
- Modeling complex business logic
- Separating domain from infrastructure
- Establishing clear boundaries between subdomains
- Building rich domain models with behavior
- Implementing ubiquitous language in code
Building Blocks Overview
┌─────────────────────────────────────────────────────────────┐
│ DDD Building Blocks │
├─────────────────────────────────────────────────────────────┤
│ ENTITIES VALUE OBJECTS AGGREGATES │
│ Order (has ID) Money (no ID) [Order]→Items │
│ │
│ DOMAIN SERVICES REPOSITORIES DOMAIN EVENTS │
│ PricingService IOrderRepository OrderSubmitted │
│ │
│ FACTORIES SPECIFICATIONS MODULES │
│ OrderFactory OverdueOrderSpec orders/, payments/ │
└─────────────────────────────────────────────────────────────┘
Quick Reference
Entity (Has Identity)
from dataclasses import dataclass, field
from uuid import UUID
from uuid_utils import uuid7
@dataclass
class Order:
"""Entity: Has identity, mutable state, lifecycle."""
id: UUID = field(default_factory=uuid7)
customer_id: UUID = field(default=None)
status: str = "draft"
def __eq__(self, other: object) -> bool:
if not isinstance(other, Order):
return NotImplemented
return self.id == other.id # Identity equality
def __hash__(self) -> int:
return hash(self.id)ID generation is a house rule, not a taste call: `Read("${CLAUDE_SKILL_DIR}/references/ork-delta.md")`.
Value Object (Immutable)
from dataclasses import dataclass
from decimal import Decimal
@dataclass(frozen=True) # MUST be frozen!
class Money:
"""Value Object: Defined by attributes, not identity."""
amount: Decimal
currency: str
def __add__(self, other: "Money") -> "Money":
if self.currency != other.currency:
raise ValueError("Cannot add different currencies")
return Money(self.amount + other.amount, self.currency)Canonical Address / DateRange boilerplate is not restated here. See the upstream coverage table below.
Key Decisions
| Decision | Recommendation | |----------|----------------| | Entity vs VO | Has unique ID + lifecycle? Entity. Otherwise VO | | Entity equality | By ID, not attributes | | Value object mutability | Always immutable (`frozen=True`) | | Repository scope | One per aggregate root | | Domain events | Collect in entity, publish after persist | | Context boundaries | By business capability, not technical |
Rules Quick Reference
| Rule | Impact | What It Covers | |------|--------|----------------| | aggregate-boundaries (load `${CLAUDE_SKILL_DIR}/rules/aggregate-boundaries.md`) | HIGH | Aggregate root design, reference by ID, one-per-transaction | | aggregate-invariants (load `${CLAUDE_SKILL_DIR}/rules/aggregate-invariants.md`) | HIGH | Business rule enforcement, specification pattern | | aggregate-sizing (load `${CLAUDE_SKILL_DIR}/rules/aggregate-sizing.md`) | HIGH | Right-sizing, when to split, eventual consistency |
When NOT to Use
Under 5 entities? Skip DDD entirely. The ceremony costs more than the benefit.
| Pattern | Interview | Hackathon | MVP | Growth | Enterprise | Simpler Alternative | |---------|-----------|-----------|-----|--------|------------|---------------------| | Aggregates | OVERKILL | OVERKILL | OVERKILL | SELECTIVE | APPROPRIATE | Plain dataclasses with validation | | Bounded contexts | OVERKILL | OVERKILL | OVERKILL | BORDERLINE | APPROPRIATE | Python packages with clear imports | | CQRS | OVERKILL | OVERKILL | OVERKILL | OVERKILL | WHEN JUSTIFIED | Single model for read/write | | Value objects | OVERKILL | OVERKILL | BORDERLINE | APPROPRIATE | REQUIRED | Typed fields on the entity | | Domain events | OVERKILL | OVERKILL | OVERKILL | SELECTIVE | APPROPRIATE | Direct method calls between services | | Repository pattern | OVERKILL | OVERKILL | BORDERLINE | APPROPRIATE | REQUIRED | Direct ORM queries in service layer |
**Rule of thumb:** DDD adds ~40% code overhead. Only worth it when domain complexity genuinely demands it (5+ entities with invariants spanning multiple objects). A CRUD app with DDD is a red flag.
Anti-Patterns (FORBIDDEN)
# NEVER have anemic domain models (data-only classes)
@dataclass
class Order:
id: UUID
items: list # WRONG - no behavior!
# NEVER leak infrastructure into domain
class Order:
def save(self, session: Session): # WRONG - knows about DB!
# NEVER use mutable value objects
@dataclass # WRONG - missing frozen=True
class Money:
amount: Decimal
# NEVER have repositories return ORM models
async def get(self, id: UUID) -> OrderModel: # WRONG - return domain!Upstream coverage (do not restate)
These topics are documented first-party. Read the source instead of re-deriving them
Read more
name: domain-driven-design license: MIT compatibility: "Claude Code 2.1.220+." description: "DDD tactical patterns for complex business modeling including entities, value objects, aggregates, domain services, repositories, specifications, and bounded contexts. Python dataclass implementations with TypeScript alternatives. Use when building rich domain models, enforcing invariants, or separating domain logic from infrastructure." context: fork agent: backend-system-architect version: 1.0.0 tags: [ddd, domain-modeling, entities, value-objects, bounded-contexts, python] author: OrchestKit user-invocable: false disable-model-invocation: true complexity: medium persuasion-type: reference metadata: category: document-asset-creation allowed-tools: - Read - Glob - Grep - WebFetch - WebSearch
Domain-Driven Design Tactical Patterns
Model complex business domains with entities, value objects, and bounded contexts.
Overview
- Modeling complex business logic
- Separating domain from infrastructure
- Establishing clear boundaries between subdomains
- Building rich domain models with behavior
- Implementing ubiquitous language in code
Building Blocks Overview
┌─────────────────────────────────────────────────────────────┐ │ DDD Building Blocks │ ├─────────────────────────────────────────────────────────────┤ │ ENTITIES VALUE OBJECTS AGGREGATES │ │ Order (has ID) Money (no ID) [Order]→Items │ │ │ │ DOMAIN SERVICES REPOSITORIES DOMAIN EVENTS │ │ PricingService IOrderRepository OrderSubmitted │ │ │ │ FACTORIES SPECIFICATIONS MODULES │ │ OrderFactory OverdueOrderSpec orders/, payments/ │ └─────────────────────────────────────────────────────────────┘
Quick Reference
Entity (Has Identity)
from dataclasses import dataclass, field
from uuid import UUID
from uuid_utils import uuid7
@dataclass
class Order:
"""Entity: Has identity, mutable state, lifecycle."""
id: UUID = field(default_factory=uuid7)
customer_id: UUID = field(default=None)
status: str = "draft"
def __eq__(self, other: object) -> bool:
if not isinstance(other, Order):
return NotImplemented
return self.id == other.id # Identity equality
def __hash__(self) -> int:
return hash(self.id)ID generation is a house rule, not a taste call: `Read("${CLAUDE_SKILL_DIR}/references/ork-delta.md")`.
Value Object (Immutable)
from dataclasses import dataclass
from decimal import Decimal
@dataclass(frozen=True) # MUST be frozen!
class Money:
"""Value Object: Defined by attributes, not identity."""
amount: Decimal
currency: str
def __add__(self, other: "Money") -> "Money":
if self.currency != other.currency:
raise ValueError("Cannot add different currencies")
return Money(self.amount + other.amount, self.currency)Canonical Address / DateRange boilerplate is not restated here. See the upstream coverage table below.
Key Decisions
| Decision | Recommendation | |----------|----------------| | Entity vs VO | Has unique ID + lifecycle? Entity. Otherwise VO | | Entity equality | By ID, not attributes | | Value object mutability | Always immutable (`frozen=True`) | | Repository scope | One per aggregate root | | Domain events | Collect in entity, publish after persist | | Context boundaries | By business capability, not technical |
Rules Quick Reference
| Rule | Impact | What It Covers | |------|--------|----------------| | aggregate-boundaries (load `${CLAUDE_SKILL_DIR}/rules/aggregate-boundaries.md`) | HIGH | Aggregate root design, reference by ID, one-per-transaction | | aggregate-invariants (load `${CLAUDE_SKILL_DIR}/rules/aggregate-invariants.md`) | HIGH | Business rule enforcement, specification pattern | | aggregate-sizing (load `${CLAUDE_SKILL_DIR}/rules/aggregate-sizing.md`) | HIGH | Right-sizing, when to split, eventual consistency |
When NOT to Use
Under 5 entities? Skip DDD entirely. The ceremony costs more than the benefit.
| Pattern | Interview | Hackathon | MVP | Growth | Enterprise | Simpler Alternative | |---------|-----------|-----------|-----|--------|------------|---------------------| | Aggregates | OVERKILL | OVERKILL | OVERKILL | SELECTIVE | APPROPRIATE | Plain dataclasses with validation | | Bounded contexts | OVERKILL | OVERKILL | OVERKILL | BORDERLINE | APPROPRIATE | Python packages with clear imports | | CQRS | OVERKILL | OVERKILL | OVERKILL | OVERKILL | WHEN JUSTIFIED | Single model for read/write | | Value objects | OVERKILL | OVERKILL | BORDERLINE | APPROPRIATE | REQUIRED | Typed fields on the entity | | Domain events | OVERKILL | OVERKILL | OVERKILL | SELECTIVE | APPROPRIATE | Direct method calls between services | | Repository pattern | OVERKILL | OVERKILL | BORDERLINE | APPROPRIATE | REQUIRED | Direct ORM queries in service layer |
**Rule of thumb:** DDD adds ~40% code overhead. Only worth it when domain complexity genuinely demands it (5+ entities with invariants spanning multiple objects). A CRUD app with DDD is a red flag.
Anti-Patterns (FORBIDDEN)
# NEVER have anemic domain models (data-only classes)
@dataclass
class Order:
id: UUID
items: list # WRONG - no behavior!
# NEVER leak infrastructure into domain
class Order:
def save(self, session: Session): # WRONG - knows about DB!
# NEVER use mutable value objects
@dataclass # WRONG - missing frozen=True
class Money:
amount: Decimal
# NEVER have repositories return ORM models
async def get(self, id: UUID) -> OrderModel: # WRONG - return domain!Upstream coverage (do not restate)
These topics are documented first-party. Read the source instead of re-deriving them
Showing the first part of this file.
The Complete AI Development Toolkit for Claude Code — 114 skills, 37 agents, 212 hooks. Production-ready patterns for full-stack development.
Repo: yonatangross/orchestkit
Other skills on orchestkit.
- /accessibility
Accessibility patterns for WCAG 2.2 compliance, keyboard focus management, React Aria component patterns, cognitive inclusion, native HTML-first philosophy, and user preference honoring. Use when implementing screen reader support, keyboard navigation, ARIA patterns, focus
Open skill - /agent-orchestration
Agent orchestration patterns for agentic loops, multi-agent coordination, alternative frameworks, and multi-scenario workflows. Use when building autonomous agent loops, coordinating multiple agents, evaluating CrewAI/AutoGen/Swarm, or orchestrating complex multi-step scenarios.
Open skill - /ai-ui-generation
AI-assisted UI generation patterns for json-render, v0.app, Google Stitch, Bolt Cloud, and Cursor workflows. Covers prompt engineering for component and full-stack app generation, review checklists for AI-generated code, design token injection, refactoring for design system
Open skill - /analytics
Queries local analytics across OrchestKit projects for agent usage, skill frequency, hook timing, team activity, session replay, cost estimation, and model delegation trends. Privacy-safe with hashed project IDs. Supports time-range filtering and comparative analysis. Use when
Open skill - /animation-motion-design
Animation and motion design patterns using Motion library (formerly Framer Motion) and View Transitions API. Use when implementing component animations, page transitions, micro-interactions, gesture-driven UIs, or ensuring motion accessibility with prefers-reduced-motion.
Open skill - /api-design
API contract design for REST and GraphQL, covering resource shape, URL and header versioning with deprecation windows, RFC 9457 Problem Details error handling, and OpenAPI specs. Use when specifying the wire contract an endpoint exposes, choosing a versioning scheme, or
Open skill

