Agent skill

Clean Architecture

by wondelai in wondelai/skills

Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities.

MITAuto-check passedDevelopment

Install Clean Architecture

skills CLI
$ npx skills add wondelai/skills --skill clean-architecture -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install wondelai/skills clean-architecture --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/wondelai/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/clean-architecture .claude/skills/clean-architecture && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
clean-architecture
GitHub stars
2.4k
Token cost
~4.1k tokens
SKILL.md length
1,968 words
Files
7 (incl. references)
Skills in repo
62
Repo updated
First seen
Licence
MIT

At a glance

Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities.

  • Works in 6 steps: Dependency Rule and Concentric Circles → Entities and Use Cases → Interface Adapters and Frameworks → …
  • The user mentions architecture layers
  • SKILL.md covers Core Principle, Scoring, Common Mistakes and Quick Diagnostic, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Clean Architecture is an agent skill from wondelai/skills. Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities. Use when the user mentions "architecture layers", "dependency rule", "ports and adapters (hexagonal)", "onion architecture", "screaming architecture", "where should business logic go", "decouple from the database", "swap the framework without a rewrite", or "keep business rules independent". Also trigger when deciding which layer code belongs in, isolating core logic from infrastructure…

Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/adapters-frameworks.md`, `references/boundaries.md` and `references/component-principles.md`).

It sits in Development, covering Design patterns, Domain-driven design and Code quality. The repository describes itself as: Wondel.ai Agent Skills — Business, Marketing, UX & Coding Frameworks from Bestselling Books. 50 skills + 12 guided journeys for Claude Code, Codex, Cursor & other agentskills.io… The licence is MIT.

When your agent uses it

  • The user mentions architecture layers
  • Dependency rule
  • Ports and adapters (hexagonal)
  • Onion architecture

Example prompts

  • “architecture layers”
  • “dependency rule”
  • “ports and adapters (hexagonal)”
  • “/clean-architecture”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Dependency Rule and Concentric Circles
  2. Entities and Use Cases
  3. Interface Adapters and Frameworks
  4. Component Principles
  5. SOLID Principles
  6. Boundaries and Boundary Anatomy

What it can do on your machine

Read from SKILL.md and the folder at commit c172996. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • amazon.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Clean Architecture loads about 4.1k tokens when it runs, and up to ~27k if it reads all its reference files. Until then it costs about 194 tokens; SKILL.md has 1,968 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~194
When it runs · the whole SKILL.md, loaded when a task matches
~4.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~27k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from wondelai/skills at commit c172996, republished under its MIT licence (© wondelai). 1,968 words, ~4,077 tokens.

Download SKILL.mdSave it as .claude/skills/clean-architecture/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.
name
clean-architecture
description
Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities. Use when the user mentions "architecture layers", "dependency rule", "ports and adapters (hexagonal)", "onion architecture", "screaming architecture", "where should business logic go", "decouple from the database", "swap the framework without a rewrite", or "keep business rules independent". Also trigger when deciding which layer code belongs in, isolating core logic from infrastructure, defining module boundaries, or debating whether the framework should call your code or the reverse. Covers component principles, boundaries, and SOLID. For code-level quality, see clean-code. For domain modeling, see domain-driven-design.
license
MIT
metadata.author
wondelai
metadata.version
1.4.0

Clean Architecture Framework

A disciplined approach to structuring software so that business rules remain independent of frameworks, databases, and delivery mechanisms. Apply these principles when designing system architecture, reviewing module boundaries, or advising on dependency management.

Core Principle

Source code dependencies must point inward — toward higher-level policies. Nothing in an inner circle can know anything about an outer circle. This single rule produces systems that are testable and independent of frameworks, UI, database, and any external agency. Business rules are what matter; databases, web frameworks, and delivery mechanisms are details — when details depend on policies, you can defer decisions, swap implementations, and test business logic in isolation.

Scoring

Goal: 10/10. Score one point for each of the seven Quick Diagnostic rows the architecture satisfies (0-7), then map to a 0-10 band: 6-7 satisfied = 9-10 (Dependency Rule holds, business logic is framework- and DB-independent); 4-5 = 6-8 (core is testable but some details leak inward); 2-3 = 3-5 (framework or persistence dictates structure); 0-1 = 0-2 (no boundaries — business rules live in controllers and ORM models). Report the score, the failed diagnostic rows, and the specific inversion needed to fix each.

1. Dependency Rule and Concentric Circles

Core concept: Organize the architecture as concentric circles — Entities (enterprise business rules) innermost, then Use Cases (application business rules), then Interface Adapters, with Frameworks and Drivers outermost. Source code dependencies always point inward.

Why it works: When high-level policies don't depend on low-level details, you can swap the database, web framework, or API style without touching business logic — the system becomes resilient to the most volatile parts of the stack.

Key insights:

  • Inner circles cannot mention outer circle names — no classes, functions, variables, or data formats from outside
  • Data crossing a boundary must be in the form most convenient for the inner circle, never dictated by the outer
  • Dependency Inversion (interfaces defined inward, implemented outward) is the mechanism that enforces the rule
  • The number of circles is not fixed — four is typical; the rule stays the same
  • Frameworks are details, not architecture — they belong in the outermost circle

Code applications:

ContextPatternExample
Layer directionInner circles define interfaces; outer implementUserRepository interface in Use Cases; PostgresUserRepository in Adapters
Data crossingDTOs cross boundaries, not ORM entitiesUse Case returns UserResponse DTO, not an ActiveRecord model
Dependency directionImport arrows always point inwardController imports Use Case; Use Case never imports Controller

See references/dependency-rule.md when an inner-circle import points outward and you need the four-circle code walkthrough, the data-crossing rules, and the four-step dependency-inversion procedure to fix it.

2. Entities and Use Cases

Core concept: Entities encapsulate enterprise-wide business rules — rules that would exist even without software. Use Cases contain application-specific rules that orchestrate the flow of data to and from Entities.

Why it works: Separating what the business does (Entities) from how the application orchestrates it (Use Cases) lets you reuse Entities across applications and change application behavior without altering core business rules.

Key insights:

  • Entities are not database rows — they are objects or pure functions encapsulating critical business rules
  • Use Cases accept Request Models and return Response Models — never framework objects
  • Each Use Case is a single application operation (CreateOrder, ApproveExpense)
  • The Interactor pattern: a Use Case class implements an input boundary interface and calls an output boundary interface
  • Changes to a Use Case should never affect an Entity; Entity changes may ripple to Use Cases

Code applications:

ContextPatternExample
Entity designCritical business rules, zero framework dependenciesOrder.calculateTotal() applies tax rules; knows nothing about HTTP
Request/ResponseSimple data structures cross the boundaryCreateOrderRequest { items, customerId } — no ORM models
Single responsibilityOne Use Case per operationPlaceOrder, CancelOrder, RefundOrder as separate classes
InteractorImplements Input Port, calls Output PortPlaceOrderInteractor implements PlaceOrderInput

See references/entities-use-cases.md when designing an Interactor or deciding what belongs in an Entity versus a Use Case — full Enterprise vs. Application Business Rules treatment with request/response model examples.

3. Interface Adapters and Frameworks

Core concept: Interface Adapters convert data between the form convenient for Use Cases/Entities and the form required by external agencies. Frameworks and Drivers are the outermost layer — glue code to the outside world.

Why it works: When the web framework, ORM, or message queue is confined to the outer circles, replacing any of them is a localized change. The database is a detail; the web is a detail; details should be plugins to your business rules, not the skeleton of the application.

Key insights:

  • Controllers translate HTTP into Use Case input; Presenters translate Use Case output into view models
  • Gateways implement repository interfaces defined by Use Cases — the inner circle defines the contract, the outer fulfills it
  • Business rules never know whether data lives in SQL, NoSQL, or flat files, or that delivery is HTTP
  • Treat frameworks with suspicion — they want you to couple to them; keep them at arm's length

Code applications:

ContextPatternExample
ControllerDelivery mechanism → Use Case inputOrderController.create(req) builds CreateOrderRequest, calls Interactor
PresenterUse Case output → view modelOrderPresenter.present(response) formats for JSON/HTML
GatewayRepository interface implemented per DBSqlOrderRepository implements OrderRepository
Framework boundaryFramework calls inward, never the reverseExpress route handler calls Controller; Controller never imports Express

See references/adapters-frameworks.md when wiring controllers, presenters, or gateways, or arguing that the database/web is a detail — covers plugin architecture and how to confine a framework to the edges.

4. Component Principles

Core concept: Components are the units of deployment. Three cohesion principles govern what goes inside a component; three coupling principles govern relationships between components.

Why it works: Poorly composed components create ripple effects where one change forces redeployment of unrelated code; the principles keep changes localized and releases independent.

Key insights:

  • REP (Reuse/Release Equivalence): classes in a component must be versionable and releasable as a unit
  • CCP (Common Closure): classes that change for the same reason at the same time belong together — SRP for components
  • CRP (Common Reuse): don't force users to depend on classes they don't use
  • ADP (Acyclic Dependencies): the component graph must have no cycles — break them with DIP or a new component
  • SDP (Stable Dependencies): depend in the direction of stability
  • SAP (Stable Abstractions): stable components should be abstract; unstable ones concrete

Code applications:

ContextPatternExample
Component groupingGroup classes that change together (CCP)All order-related Use Cases in one component
Breaking cyclesApply DIP to invert a dependency edgeExtract an interface into a new component to break the cycle
Stability metricsInstability I = Ce / (Ca + Ce)Many incoming, no outgoing deps → I near 0 (stable)

See references/component-principles.md when grouping classes into deployable components or breaking a dependency cycle — each of REP, CCP, CRP, ADP, SDP, SAP worked through with the instability metric.

Show full SKILL.md (864 more words)Show less
5. SOLID Principles

Core concept: Five class-and-module-level principles — Single Responsibility, Open-Closed, Liskov Substitution, Interface Segregation, Dependency Inversion — the mid-level building blocks that make the Dependency Rule possible.

Why it works: Each principle addresses a specific way dependencies go wrong, preventing the rigidity, fragility, and immobility that turn codebases into legacy nightmares.

Key insights:

  • SRP: a module has one reason to change — it serves one actor (not "does one thing")
  • OCP: extend behavior by adding new code, not modifying existing code — strategy and plugin patterns
  • LSP: subtypes must be usable through the base interface without the client knowing — violated by unexpected exceptions or ignored methods
  • ISP: clients should not depend on methods they don't use — fat interfaces create needless coupling
  • DIP: high-level modules and low-level modules both depend on abstractions defined by the high-level module

Code applications:

ContextPatternExample
SRP violationClass serves multiple actorsEmployee handles pay (CFO), reporting (COO), persistence (CTO)
OCP via strategyNew behavior through new classesAdd ExpressShipping implementing ShippingStrategy; Order untouched
LSP violationSubtype changes expected behaviorSquare extends Rectangle breaks the setWidth()/setHeight() contract
ISP applicationSplit fat interfaces into role interfacesPrinter, Scanner, Fax instead of one MultiFunctionDevice
DIP wiringHigh-level defines interface; low-level implementsOrderService depends on PaymentGateway, not StripeClient

See references/solid-principles.md when applying SRP/OCP/LSP/ISP/DIP to a specific class or diagnosing a violation — each principle worked through with code examples and the smell it prevents.

6. Boundaries and Boundary Anatomy

Core concept: A boundary is a line between things that matter and things that are details, implemented through polymorphism: dependencies cross pointing inward while control flow may cross either way.

Why it works: Every boundary buys the option to defer a decision or swap an implementation; strategic boundary placement determines whether a system is a joy or a pain to maintain over years.

Key insights:

  • Full boundaries use reciprocal interfaces on both sides; partial boundaries use a simpler strategy or facade
  • Humble Object pattern: split boundary code into a hard-to-test part (close to the boundary) and an easy-to-test part (the logic)
  • Services are not automatically architectural boundaries — a microservice with a fat shared data model is a monolith with network calls
  • Tests are the most isolated component: they depend inward, nothing depends on them
  • Premature boundaries are expensive, but so are missing ones — draw them at points of likely volatility

Code applications:

ContextPatternExample
Full vs. partial boundaryReciprocal ports, or a lone strategyUse Case defines PlaceOrderInput/PlaceOrderOutput; simpler cases take a ShippingStrategy
Humble ObjectSeparate testable logic from infrastructurePresenterLogic (testable) produces ViewModel; View (humble) renders it
Main as pluginComposition root assembles the systemmain() wires all concrete implementations and starts the app

See references/boundaries.md when deciding where to draw a boundary, choosing full vs. partial, or applying the Humble Object pattern — also covers services as boundaries, test boundaries, and Main as the ultimate plugin.

Common Mistakes

MistakeWhy It FailsFix
ORM leaking into business logicEntities couple to the schema; DB changes rewrite business rulesSeparate domain entities from persistence models; map at the adapter layer
Business rules in controllersUntestable without HTTP; duplicated across endpointsMove logic into Use Case Interactors; controllers only translate and delegate
Framework-first architectureFramework dictates structure; swapping means a rewriteTreat the framework as a plugin; structure code by business capability
Circular component dependenciesChanges ripple unpredictably; no independent releasesApply DIP or extract a shared abstraction component
One giant Use Case per featureBloated thousand-line orchestratorsSplit into focused single-operation Use Cases
Skipping boundaries "because it's simple"Coupling accumulates silently until the cost is enormousDraw boundaries proactively at points of likely volatility
Microservices as automatic good architectureA distributed monolith is worse than a clean monolithApply the Dependency Rule within and across services; services are deployment boundaries, not architectural ones

Quick Diagnostic

QuestionIf NoAction
Can you test business rules without DB, web server, or framework?Rules coupled to infrastructureExtract entities and use cases behind interfaces; mock outer layers
Do all source dependencies point inward?Dependency Rule violatedIntroduce boundary interfaces; invert the offending dependency
Can you swap the database without touching business logic?Persistence leaking inwardRepository pattern; isolate persistence in adapters
Are Use Cases independent of delivery mechanism?Use Cases know HTTP/CLI/queuesUse plain DTOs in Use Case signatures
Is the framework confined to the outermost circle?Framework is your architectureWrap framework calls behind interfaces; push to the edges
Is the component graph cycle-free?Circular dependencies existApply ADP: DIP or new components to break every cycle
Does Main (composition root) wire all dependencies?Concrete classes instantiated in inner circlesMove construction to Main; use DI or factories

Further Reading

Based on Robert C. Martin's definitive guide to software architecture:

About the Author

Robert C. Martin ("Uncle Bob") is a software engineer programming since 1970, a founding signatory of the Agile Manifesto, and the author of Clean Code, The Clean Coder, Clean Architecture, and Clean Agile. His SOLID principles are foundational vocabulary in object-oriented design, and his work argues that architecture is about managing dependencies and keeping business rules independent of infrastructure details.

© wondelai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 6 other files (references) in clean-architecture of wondelai/skills.

  • SKILL.md
  • references/adapters-frameworks.md
  • references/boundaries.md
  • references/component-principles.md
  • references/dependency-rule.md
  • references/entities-use-cases.md
  • references/solid-principles.md

Open the folder on GitHubat commit c172996

Compare with similar skills

Clean Architecture next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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Solidramziddin/solid-skills609—~2.7kAutomated safety check: PassNone
Scaffoldcodewithmukesh/dotnet-claude-kit756—~1.7kAutomated safety check: PassMIT
Architecture Advisorcodewithmukesh/dotnet-claude-kit7561 repos~2.9kAutomated safety check: PassMIT

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Categories

Questions about Clean Architecture

What does Clean Architecture do?

Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities. Clean Architecture is an agent skill from wondelai/skills. Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities.

When should I use Clean Architecture?

Clean Architecture fits situations like: the user mentions architecture layers; dependency rule; ports and adapters (hexagonal); onion architecture.

How do I install Clean Architecture in Claude Code?

Run `npx skills add wondelai/skills --skill clean-architecture -a claude-code`. Or copy the skill folder (clean-architecture in wondelai/skills) into .claude/skills/clean-architecture in your project. Claude Code loads it when a task matches its description.

How do I install Clean Architecture in Codex?

Run `npx skills add wondelai/skills --skill clean-architecture -a codex`. Or copy the skill folder (clean-architecture in wondelai/skills) into .agents/skills/clean-architecture in your project. Codex loads it when a task matches its description.

Can I use Clean Architecture in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wondelai/skills --skill clean-architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/clean-architecture, .gemini/skills/clean-architecture, .github/skills/clean-architecture and .opencode/skills/clean-architecture in your project.

What does Clean Architecture need to run?

SKILL.md names no scripts, command-line tools or credentials: Clean Architecture is instructions for the agent only.

Does Clean Architecture access the network?

SKILL.md names 1 domain. As links in the text: amazon.com. This is read from the text; nothing was executed.

Is Clean Architecture safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Clean Architecture use?

Clean Architecture is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Clean Architecture use?

About 4.1k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 23k tokens, read only when the agent opens those files.

What are the alternatives to Clean Architecture?

Skills that share tags, products or a category with Clean Architecture: Brooks Review (hyhmrright/brooks-lint, 1.5k stars), Coding Best Practices (KartikLabhshetwar/better-shot, 2.4k stars), Solid (ramziddin/solid-skills, 609 stars) and Scaffold (codewithmukesh/dotnet-claude-kit, 756 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Clean Architecture?

wondelai (a GitHub organization) maintains it in wondelai/skills, which has 2,371 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on September 10, 2026.

Source: wondelai/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.