aposd-designing-deep-modules
Use when designing modules, APIs, or classes before implementation.
Best use case
aposd-designing-deep-modules is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Use when designing modules, APIs, or classes before implementation.
Teams using aposd-designing-deep-modules should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/aposd-designing-deep-modules/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How aposd-designing-deep-modules Compares
| Feature / Agent | aposd-designing-deep-modules | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Use when designing modules, APIs, or classes before implementation.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Skill: aposd-designing-deep-modules ## STOP - Before Implementing **Never implement your first design.** Generate 2-3 radically different approaches, compare them, then implement. --- ## Design-It-Twice Workflow ``` 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 ``` **Time bound:** Smaller modules: 1-2 hours. Larger modules: scale proportionally. This is design time, not implementation time. **If none attractive:** Use identified problems to drive a new iteration of step 2. --- ## Depth Evaluation | 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. --- ## Three Questions Framework 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" | --- ## Information Hiding Checklist When embedding functionality in a module: - [ ] Data structures and algorithms stay internal - [ ] Lower-level details (page sizes, buffer sizes) hidden - [ ] Higher-level assumptions (most files are small) hidden - [ ] No knowledge shared across module boundaries unnecessarily - [ ] Common case requires no knowledge of internal details --- ## Generality Sweet Spot **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 Flags | 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 | --- ## Process Integrity Checks Before finalizing your design choice, verify: - [ ] I wrote out alternatives BEFORE evaluating them (not just "thought through" them) - [ ] My comparison has at least one criterion where my preferred option loses - [ ] If I chose a hybrid, I stated what I'm sacrificing from each parent approach - [ ] Someone could reasonably disagree with my choice based on the same comparison **If user expresses impatience:** Acknowledge it, but complete the process. Say: "I hear the urgency - this comparison takes 2 minutes and helps avoid rework." --- ## Emergency Bypass Criteria Skip the normal workflow ONLY when ALL of these conditions are true: 1. Production is down RIGHT NOW (not "might break soon") 2. Users are actively impacted, security breach in progress, OR data loss occurring 3. The fix is minimal (rollback or single-line change) 4. You commit to returning for proper implementation within 24 hours --- ## Mandatory Output Format 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] ``` --- ## Chain | After | Next | |-------|------| | Design chosen | cc-pseudocode-programming |
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