From code-foundations
Guides module and API design using APOSD principles: generates multiple design alternatives, compares them on information hiding and interface depth, and produces a documented design decision.
How this skill is triggered — by the user, by Claude, or both
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/code-foundations:aposd-designing-deep-modulesThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
**Never implement your first design.** Generate 2-3 radically different approaches, compare them, then implement.
Never implement your first design. Generate 2-3 radically different approaches, compare them, then implement.
BEFORE implementing any module:
1. DEFINE - What are you designing? (class, API, service)
2. GENERATE - 2-3 RADICALLY different approaches
3. SKETCH - Rough outline each (important methods only, no implementation)
4. COMPARE - List pros/cons, especially ease of use for callers
5. EVALUATE - Is there a clear winner or hybrid?
6. VERIFY - Does chosen design pass depth evaluation?
7. IMPLEMENT - Only then write the code
If none attractive: Use identified problems to drive a new iteration of step 2.
| Metric | Deep (Good) | Shallow (Bad) |
|---|---|---|
| Interface size | Few methods | Many methods |
| Method reusability | Multiple use cases | Single use case |
| Hidden information | High | Low |
| Caller cognitive load | Low | High |
| Common case | Simple | Complex |
Exemplar: Unix file I/O - 5 methods hide hundreds of thousands of lines of implementation.
Ask these when designing interfaces:
| Question | Purpose | Red Flag Answer |
|---|---|---|
| "What is the simplest interface that covers all current needs?" | Minimize method count | "I need many methods" |
| "In how many situations will this method be used?" | Detect over-specialization | "Just this one situation" |
| "Is this easy to use for my current needs?" | Guard against over-generalization | "I need lots of wrapper code" |
When embedding functionality in a module:
Target: Somewhat general-purpose
| Aspect | Should Be |
|---|---|
| Functionality | Reflects current needs |
| Interface | Supports multiple uses |
| Specialization | Pushed up to callers OR down into variants |
Push specialization UP: Top-level code handles specific features; lower layers stay general.
Push specialization DOWN: Define general interface, implement with device-specific variants.
| Red Flag | Symptom | Fix |
|---|---|---|
| Shallow Module | Interface complexity rivals implementation | Combine with related functionality |
| Classitis | Many small classes with little functionality each | Consolidate related classes |
| Single-Use Method | Method designed for exactly one caller | Generalize to handle multiple cases |
| Information Leakage | Same knowledge in multiple modules | Consolidate in single module |
| Temporal Decomposition | Structure mirrors execution order | Structure by knowledge encapsulation |
| False Abstraction | Interface hides info caller actually needs | Expose necessary information |
| Granularity Mismatch | Caller must do work that belongs in module | Move logic into module |
| Silent Failure | Module handles errors internally but gives callers no way to know something went wrong (no error return, no observable state change, no logging) | Errors are implementation details that can be hidden; failures are not — surface failure states even when hiding the mechanism |
When designing, produce:
## Design: [Component Name]
### Approaches Considered
1. [Approach A] - [1-2 sentence description]
2. [Approach B] - [1-2 sentence description]
3. [Approach C] - [1-2 sentence description] (if applicable)
### Comparison
| Criterion | A | B | C |
|-----------|---|---|---|
| Interface simplicity | | | |
| Information hiding | | | |
| Caller ease of use | | | |
| [Domain-specific criterion] | | | |
### Choice: [A/B/C/Hybrid]
Rationale: [Why this wins, what's sacrificed]
### Depth Check
- Interface methods: [count]
- Hidden details: [list]
- Common case complexity: [simple/moderate/complex]
| After | Next |
|---|---|
| Design chosen | Skill(code-foundations:cc-pseudocode-programming) |
npx claudepluginhub ryanthedev/code-foundationsProvides shared vocabulary and principles for designing deep modules with small interfaces and rich implementations, improving testability and AI-navigability.
Provides a shared vocabulary and principles for designing deep modules—small interfaces with lots of implementation behind clean seams—to increase leverage, locality, and testability.
Generates 2-3 divergent interface designs before committing to non-trivial modules, service boundaries, or public APIs and recommends the best based on depth, locality, and seam placement.