Codebase Design

作者 mattpocockc55ee46073ed無授權條款收錄於 2026年10月8日更新於 2026年10月8日

Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.

AI 產生的概覽

提供設計深模組的共用詞彙與原則:小介面、清楚的接縫、可測試。

功能
這項技能提供一套設計詞彙與原則,用來把程式碼組織成深模組:以小型介面承載大量行為,放在清楚的接縫處,並透過該介面進行測試。它定義了模組、介面、實作、深度、接縫、轉接器、槓桿與區域性等術語,並對比深模組與淺模組。它也提供兼顧可測試性的設計建議,並指向關於深化模組叢集與探索替代介面的配套文件。
適用情境
當使用者想要設計或改善某個模組的介面、尋找深化機會、決定接縫位置,或讓程式碼更容易測試、更便於 AI 導覽時使用。當其他技能需要深模組詞彙時也適用。
執行需求
不需要指令碼或工具,僅為說明性內容。它引用兩份配套文件 DEEPENING.md 和 DESIGN-IT-TWICE.md,以及 agents/openai.yaml 檔案。

Codebase Design

Design deep modules: a lot of behaviour behind a small interface, placed at a clean seam, testable through that interface. Use this language and these principles wherever code is being designed or restructured. The aim is leverage for callers, locality for maintainers, and testability for everyone.

Glossary

Use these terms exactly: don't substitute "component," "service," "API," or "boundary." Consistent language is the whole point.

Module: anything with an interface and an implementation. Deliberately scale-agnostic: a function, class, package, or tier-spanning slice. Avoid: unit, component, service.

Interface: everything a caller must know to use the module correctly: the type signature, but also invariants, ordering constraints, error modes, required configuration, and performance characteristics. Avoid: API, signature (too narrow, they refer only to the type-level surface).

Implementation: what's inside a module, its body of code. Distinct from Adapter: a thing can be a small adapter with a large implementation (a Postgres repo) or a large adapter with a small implementation (an in-memory fake). Reach for "adapter" when the seam is the topic; "implementation" otherwise.

Depth: leverage at the interface. The amount of behaviour a caller (or test) can exercise per unit of interface they have to learn. A module is deep when a large amount of behaviour sits behind a small interface, shallow when the interface is nearly as complex as the implementation.

Seam (Michael Feathers): a place where you can alter behaviour without editing in that place; the location at which a module's interface lives. Where to put the seam is its own design decision, distinct from what goes behind it. Avoid: boundary (overloaded with DDD's bounded context).

Adapter: a concrete thing that satisfies an interface at a seam. Describes role (what slot it fills), not substance (what's inside).

Leverage: what callers get from depth. More capability per unit of interface they learn. One implementation pays back across N call sites and M tests.

Locality: what maintainers get from depth. Change, bugs, knowledge, and verification concentrate in one place rather than spreading across callers. Fix once, fixed everywhere.

Deep vs shallow

Deep module = small interface + lots of implementation:

┌─────────────────────┐│   Small Interface   │  ← Few methods, simple params├─────────────────────┤│                     ││  Deep Implementation│  ← Complex logic hidden│                     │└─────────────────────┘

Shallow module = large interface + little implementation (avoid):

┌─────────────────────────────────┐│       Large Interface           │  ← Many methods, complex params├─────────────────────────────────┤│  Thin Implementation            │  ← Just passes through└─────────────────────────────────┘

When designing an interface, ask:

  • Can I reduce the number of methods?
  • Can I simplify the parameters?
  • Can I hide more complexity inside?

Principles

  • Depth is a property of the interface, not the implementation. A deep module can be internally composed of small, mockable, swappable parts; they just aren't part of the interface. A module can have internal seams (private to its implementation, used by its own tests) as well as the external seam at its interface.
  • The deletion test. Imagine deleting the module. If complexity vanishes, it was a pass-through. If complexity reappears across N callers, it was earning its keep.
  • The interface is the test surface. Callers and tests cross the same seam. If you want to test past the interface, the module is probably the wrong shape.
  • One adapter means a hypothetical seam. Two adapters means a real one. Don't introduce a seam unless something actually varies across it.

Designing for testability

Good interfaces make testing natural:

  1. Accept dependencies, don't create them.

    typescript
    // Testablefunction processOrder(order, paymentGateway) {}
    // Hard to testfunction processOrder(order) {  const gateway = new StripeGateway();}
  2. Return results, don't produce side effects.

    typescript
    // Testablefunction calculateDiscount(cart): Discount {}
    // Hard to testfunction applyDiscount(cart): void {  cart.total -= discount;}
  3. Small surface area. Fewer methods = fewer tests needed. Fewer params = simpler test setup.

Relationships

  • A Module has exactly one Interface (the surface it presents to callers and tests).
  • Depth is a property of a Module, measured against its Interface.
  • A Seam is where a Module's Interface lives.
  • An Adapter sits at a Seam and satisfies the Interface.
  • Depth produces Leverage for callers and Locality for maintainers.

Rejected framings

  • Depth as ratio of implementation-lines to interface-lines (Ousterhout): rewards padding the implementation. We use depth-as-leverage instead.
  • "Interface" as the TypeScript interface keyword or a class's public methods: too narrow: interface here includes every fact a caller must know.
  • "Boundary": overloaded with DDD's bounded context. Say seam or interface.

Going deeper

  • Deepening a cluster given its dependencies, see DEEPENING.md [blocked]: dependency categories, seam discipline, and replace-don't-layer testing.
  • Exploring alternative interfaces, see DESIGN-IT-TWICE.md [blocked]: spin up parallel sub-agents to design the interface several radically different ways, then compare on depth, locality, and seam placement.

來源與署名

來源:mattpocock/skills位於skills/engineering/codebase-design提交c55ee46

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