oracle-codebase-design
Shared vocabulary and principles for designing deep modules.
Skill by martinffx
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About
Use cases: design, testing
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What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
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~/.claude/skills/oracle-codebase-design
What's inside
- Skill name
oracle-codebase-design- Description
- Shared vocabulary and principles for designing deep modules. Use when designing or changing a module's interface, deciding where a seam goes, handling untrusted input at the edges, choosing the level to test at, naming modules, or making code more testable. Also use when another skill needs the deep-module vocabulary.
- License
- MIT
- Instructions
- 121 lines in SKILL.md · view on GitHub
Files (5)
- SKILL.md
- deepening.md · references/
- design-it-twice.md · references/
- principles.md · references/
- red-flags.md · references/
SKILL.md (first lines)
# Codebase Design Design **deep modules**: a lot of behaviour behind a small interface, placed at a clean seam, testable through that interface. The aim is leverage for callers, locality for maintainers, and testability for everyone. ## Why Complexity is the enemy. It shows up as: - **Change amplification**: a simple change touches many places. - **Cognitive load**: you must hold a lot in your head to change anything safely. - **Unknown unknowns**: it is not obvious what you need to change or know. It has two causes: **dependencies** and **obscurity**. Good design removes both. Work **strategically, not tactically**. Working code is not enough. Each change is a small, continual investment in the design, not a patch on top of it. ## 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. ### Project names When the project's own pattern names a layer (Router, Service, Repository, Entity), keep that name for the concrete thing: say "the `OrderService`". Describe its *design* with the glossary: is that module deep, where is its seam, what is its interface? ## 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? - Can I define an error out of existence? ## Principles Details, rationale, and examples in [principles.md](references/principles.md). - **Deep modules and the deletion test.** If deleting the module makes complexity vanish, it was a pass-through. - **Test at the correct level.** The interface is the test surface. Test at seams, not every function; replace tests, don't layer them. - **Parse, don't validate.** Turn untrusted input into domain types at the external seam. The core never re-checks. - **Make illegal states unrepresentable.** Shape the types so invalid combinations can't be built. - **Functional core, imperative shell.** Pure decisions inside, I/O at the edges. - **Errors as values.** Expected failures are part of the interface and are returned, not thrown. - **Define errors out of existence.** Change the semantics so the error cannot occur. Do this first. - **Information hiding.** Each design decision lives in one module. Duplicated knowledge is leakage. - **Pull complexity downward.** A simple interface matters more than a simple implementation. - **Somewhat general-purpose modules are deeper.** Keep general and special-purpose code apart. - **Different layers, different abstractions.** No pass-through methods or variables. - **Together or apart.** Combine what shares information; split general mechanism from specific use. - **Make the common case simple.** Defaults over configuration. - **Comments and names carry the design.** Describe what isn't obvious; write interface comments first. - **Seam discipline.** One adapter means a hypothetical seam, two means a real one. Accept dependencies, don't create them. ## Red flags Before finalising a design, check it against [red-flags.md](references/red-flags.md): shallow module, information leakage, pass-through method, vague name, and the rest. ## Names and domain language Name modules with the project's domain terms from `CONTEXT.md`. A name that is hard to pick or hard to describe is a design smell: the concept is probably unclear. Resolve it with the `oracle-domain-modelling` skill, and take contested design decisions through `oracle-grill-me`. ## 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 - **Principles with examples**, see [principles.md](references/principles.md). - **Red-flags checklist**, see [red-flags.md](references/red-flags.md). - **Deepening a cluster given its dependencies**, see [deepening.md](references/deepening.md): dependency categories, seam discipline, and replace-don't-layer testing. - **Exploring alternative interfaces**, see [design-it-twice.md](references/design-it-twice.md): spin up parallel sub-agents to design the interface several radically different ways, then compare.
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Signals
- Stars
- 48
- Forks
- 5
- Open issues
- 0
- Last commit (this folder)
- Oct 9, 2026 (19 days ago)
- Last release
- Oct 18, 2026 (10 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/martinffx/atelier
- Website
- github.com/martinffx/atelier
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
oracle-codebase-design skill. Agent Mart. https://agentmart.dev/skills/martinffx-oracle-codebase-design (last updated 2026-10-24)