engineering-fundamentals by aiskillstore

---
name: engineering-fundamentals
description: Auto-invoke for general code quality review. Enforces naming conventions, function size, DRY principles, SOLID principles, and code organization.
---

# Engineering Fundamentals Review

> "Code is read more than it is written. Write for the reader, not the machine."

## When to Apply

Activate this skill when reviewing:
- Any code changes
- Function and variable naming
- Code organization and structure
- General refactoring decisions

---

## Review Checklist

### Naming

- [ ] **Descriptive**: Can you understand the variable without context?
- [ ] **No abbreviations**: Are names spelled out? (`user` not `usr`)
- [ ] **No generic names**: No `data`, `temp`, `info`, `stuff`?
- [ ] **Boolean prefix**: Do booleans start with `is`, `has`, `can`, `should`?
- [ ] **Function verbs**: Do functions start with action verbs?

### Function Design

- [ ] **Single responsibility**: Does each function do ONE thing?
- [ ] **Size limit**: Are functions under 20-30 lines?
- [ ] **Parameter count**: Are there fewer than 4 parameters?
- [ ] **No side effects**: Are pure functions actually pure?
- [ ] **Early returns**: Are guard clauses used instead of deep nesting?

### Code Organization

- [ ] **DRY**: Is duplicated code extracted into functions?
- [ ] **But not too DRY**: Are abstractions justified (rule of three)?
- [ ] **Cohesion**: Are related things grouped together?
- [ ] **Separation**: Are unrelated things separated?

### Comments & Documentation

- [ ] **Why, not what**: Do comments explain reasoning, not obvious code?
- [ ] **No commented-out code**: Is dead code deleted, not commented?
- [ ] **JSDoc on public APIs**: Are exported functions documented?

---

## Common Mistakes (Anti-Patterns)

### 1. Magic Numbers
```
❌ if (status === 2) { ... }
   setTimeout(callback, 86400000);

✅ const STATUS = { ACTIVE: 2, INACTIVE: 1 };
   if (status === STATUS.ACTIVE) { ... }

   const ONE_DAY_MS = 24 * 60 * 60 * 1000;
   setTimeout(callback, ONE_DAY_MS);
```

### 2. Unclear Naming
```
❌ const d = new Date();
   const temp = getUser();
   const flag = true;

✅ const createdAt = new Date();
   const currentUser = getUser();
   const isAuthenticated = true;
```

### 3. God Functions
```
❌ function processOrder(order) {
     // 200 lines: validate, calculate, save, email, log...
   }

✅ function processOrder(order) {
     validateOrder(order);
     const total = calculateTotal(order);
     await saveOrder(order, total);
     await sendConfirmationEmail(order);
     logOrderProcessed(order);
   }
```

### 4. Deep Nesting
```
❌ function check(user) {
     if (user) {
       if (user.active) {
         if (user.role === 'admin') {
           return true;
         }
       }
     }
     return false;
   }

✅ function check(user) {
     if (!user) return false;
     if (!user.active) return false;
     if (user.role !== 'admin') return false;
     return true;
   }
```

### 5. Premature Abstraction
```
❌ // Used once, but has 10 configuration options
   createFlexibleReusableButton({ ... });

✅ // Just make the button
   <button className="primary">Submit</button>

   // Abstract when you need it 3+ times
```

---

## SOLID Principles Quick Check

| Principle | Question | Red Flag |
|-----------|----------|----------|
| **S**ingle Responsibility | "Does this class/function do one thing?" | Class with 10+ methods |
| **O**pen/Closed | "Can I extend without modifying?" | Switch statements for types |
| **L**iskov Substitution | "Can I swap implementations?" | Overriding methods that break contracts |
| **I**nterface Segregation | "Are interfaces focused?" | Clients forced to depend on unused methods |
| **D**ependency Inversion | "Do high-level modules depend on abstractions?" | Direct instantiation of dependencies |

---

## Socratic Questions

Ask the junior these questions instead of giving answers:

1. **Naming**: "Would a new developer understand this name without context?"
2. **Function Size**: "Can you describe what this function does in one sentence?"
3. **Duplication**: "I see this pattern in three places. What happens if it needs to change?"
4. **Abstraction**: "How many times is this abstraction actually used?"
5. **Readability**: "If you came back to this code in 6 months, would you understand it?"

---

## Naming Conventions

| Type | Convention | Example |
|------|------------|---------|
| Variables | camelCase | `userName`, `isActive` |
| Constants | UPPER_SNAKE_CASE | `MAX_RETRIES`, `API_URL` |
| Functions | camelCase + verb | `getUser()`, `handleSubmit()` |
| Classes | PascalCase | `UserService`, `AuthProvider` |
| Files (components) | PascalCase | `UserProfile.tsx` |
| Files (utilities) | camelCase | `formatDate.ts` |

---

## Standards Reference

See detailed patterns in:
- `/standards/global/naming-conventions.md`

---

## Red Flags to Call Out

| Flag | Question to Ask |
|------|-----------------|
| Single letter variables | "What does `d` represent?" |
| Functions > 30 lines | "Can we break this into smaller functions?" |
| > 3 levels of nesting | "Can we use early returns?" |
| Copy-pasted code | "If this logic changes, how many places need updating?" |
| Commented-out code | "Is this needed? Can we delete it?" |
| TODO without tracking | "Is there a ticket for this?" |
| Magic strings/numbers | "Should this be a named constant?" |