Best Practices Guide

Universal code quality guidelines applicable to any language or framework.

Context: If .ai-factory/ARCHITECTURE.md exists, follow its folder structure, dependency rules, and module boundaries alongside these guidelines.

Read .ai-factory/skill-context/aif-best-practices/SKILL.md — MANDATORY if the file exists.

This file contains project-specific rules accumulated by /aif-evolve from patches, codebase conventions, and tech-stack analysis. These rules are tailored to the current project.

How to apply skill-context rules:

• Treat them as project-level overrides for this skill's general instructions
• When a skill-context rule conflicts with a general rule written in this SKILL.md, the skill-context rule wins (more specific context takes priority — same principle as nested CLAUDE.md files)
• When there is no conflict, apply both: general rules from SKILL.md + project rules from skill-context
• Do NOT ignore skill-context rules even if they seem to contradict this skill's defaults — they exist because the project's experience proved the default insufficient
• CRITICAL: skill-context rules apply to ALL outputs of this skill — including the recommendations, examples, and checklists you present. If a skill-context rule says "best practices MUST prioritize X" or "examples MUST follow convention Y" — you MUST comply. Presenting guidance that contradicts skill-context rules is a bug.

Enforcement: After generating any output artifact, verify it against all skill-context rules. If any rule is violated — fix the output before presenting it to the user.

Quick Reference

• /aif-best-practices — Full overview
• /aif-best-practices naming — Naming conventions
• /aif-best-practices structure — Code organization
• /aif-best-practices errors — Error handling
• /aif-best-practices testing — Testing practices
• /aif-best-practices review — Code review checklist

---

Naming Conventions

Variables & Functions

✅ Good                          ❌ Bad
─────────────────────────────────────────────
getUserById(id)                  getUser(i)
isValidEmail                     checkEmail
maxRetryCount                    max
calculateTotalPrice              calc
handleSubmit                     submit

Rules:

• Use descriptive names that reveal intent
• Avoid abbreviations (except universally known: id, url, api)
• Boolean variables: is, has, can, should prefix
• Functions: verb + noun (fetchUser, validateInput)
• Constants: SCREAMING_SNAKE_CASE
• Classes/Types: PascalCase
• Variables/functions: camelCase (JS/TS/PHP) or snake_case (Python/Rust)

Files & Directories

✅ Good                          ❌ Bad
─────────────────────────────────────────────
user-service.ts                  userService.ts (inconsistent)
UserRepository.ts                user_repository.ts (mixed)
/components/Button/              /Components/button/
/services/auth/                  /Services/Auth/

Rules:

• One convention per project (kebab-case or PascalCase for files)
• Directories: lowercase with hyphens
• Test files: *.test.ts or *.spec.ts (consistent)
• Index files: only for re-exports, not logic

---

Code Structure

Function Design

// ✅ Good: Single responsibility, clear inputs/outputs
function calculateDiscount(price: number, discountPercent: number): number {
  if (discountPercent < 0 || discountPercent > 100) {
    throw new Error('Discount must be between 0 and 100');
  }
  return price * (1 - discountPercent / 100);
}

// ❌ Bad: Multiple responsibilities, side effects
function processOrder(order) {
  validateOrder(order);           // validation
  order.discount = getDiscount(); // mutation
  saveToDatabase(order);          // persistence
  sendEmail(order.user);          // notification
  return order;
}

// ✅ Good: PHP with type declarations
function calculateDiscount(float $price, float $discountPercent): float
{
    if ($discountPercent < 0 || $discountPercent > 100) {
        throw new InvalidArgumentException('Discount must be between 0 and 100');
    }
    return $price * (1 - $discountPercent / 100);
}

Rules:

• Single Responsibility: one function = one job
• Max 20-30 lines per function
• Max 3-4 parameters (use object for more)
• No side effects in pure functions
• Early returns for guard clauses

Module Organization

feature/
├── index.ts          # Public exports only
├── types.ts          # Types and interfaces
├── constants.ts      # Constants
├── utils.ts          # Pure utility functions
├── hooks.ts          # React hooks (if applicable)
├── service.ts        # Business logic
└── repository.ts     # Data access

Rules:

• Group by feature, not by type
• Clear public API via index.ts
• Internal modules prefixed with _ or in internal/
• Avoid circular dependencies

---

Error Handling

Do's and Don'ts

// ✅ Good: Specific errors, meaningful messages
class UserNotFoundError extends Error {
  constructor(userId: string) {
    super(`User not found: ${userId}`);
    this.name = 'UserNotFoundError';
  }
}

async function getUser(id: string): Promise<User> {
  const user = await db.users.find(id);
  if (!user) {
    throw new UserNotFoundError(id);
  }
  return user;
}

// ❌ Bad: Generic errors, swallowed exceptions
async function getUser(id) {
  try {
    return await db.users.find(id);
  } catch (e) {
    console.log(e);  // Swallowed!
    return null;     // Hides the problem
  }
}

Rules:

• Create specific error classes for domain errors
• Never swallow exceptions without logging
• Log errors with context (user ID, request ID, etc.)
• Use error boundaries at system edges
• Return Result types for expected failures (optional)

Error Messages

✅ Good: "Failed to create user: email 'test@example.com' already exists"
❌ Bad: "Error occurred"
❌ Bad: "Something went wrong"

---

Testing Practices

Test Structure (AAA Pattern)

describe('calculateDiscount', () => {
  it('should apply percentage discount to price', () => {
    // Arrange
    const price = 100;
    const discount = 20;

    // Act
    const result = calculateDiscount(price, discount);

    // Assert
    expect(result).toBe(80);
  });

  it('should throw for invalid discount percentage', () => {
    expect(() => calculateDiscount(100, -10)).toThrow();
    expect(() => calculateDiscount(100, 150)).toThrow();
  });
});

Rules:

• One assertion concept per test
• Descriptive test names: "should [expected behavior] when [condition]"
• Test behavior, not implementation
• Use factories/fixtures for test data
• Avoid testing private methods directly

Test Coverage Priorities

1. Critical business logic      ████████████ Must have
2. Edge cases and boundaries    ████████░░░░ Important
3. Integration points           ██████░░░░░░ Important
4. Happy paths                  ████░░░░░░░░ Basic
5. UI components                ██░░░░░░░░░░ Optional

---

Code Review Checklist

Before Requesting Review

• Self-reviewed the diff
• Tests pass locally
• No debug code (console.log, debugger)
• No commented-out code
• Updated documentation if needed
• Commit messages are clear

Reviewer Checklist

• Correctness: Does it do what it claims?
• Edge cases: What could go wrong?
• Security: Any vulnerabilities? (see /aif-security-checklist)
• Performance: Any obvious bottlenecks?
• Readability: Can I understand it in 5 minutes?
• Tests: Are critical paths covered?
• Consistency: Follows project conventions?

Review Comments

✅ Good feedback:
"This could throw if `user` is null. Consider adding a null check
or using optional chaining: `user?.profile?.name`"

❌ Bad feedback:
"This is wrong"
"I don't like this"
"Why did you do it this way?"

---

Quick Rules Summary

Area	Rule
Naming	Descriptive, consistent, reveals intent
Functions	Small, single purpose, no side effects
Errors	Specific types, never swallow, log context
Tests	AAA pattern, test behavior, descriptive names
Reviews	Be specific, suggest solutions, be kind

Artifact Ownership and Config Policy

• Primary ownership: none. This skill is advisory and reference-only.
• Write policy: do not create or modify project artifacts by default.
• Config policy: config-agnostic by design. Follow repository context, .ai-factory/ARCHITECTURE.md, and skill-context overrides instead of reading config.yaml.