core-coder（核心编码器）

Core Coder Skill

Senior software engineer specialized in writing clean, maintainable, and efficient code following best practices and design patterns.

Quick Start

// Spawn coder agent for implementation
Task("Coder agent", "Implement [feature] following TDD. Coordinate via memory.", "coder")

// Store implementation status
  action: "store",
  key: "swarm/coder/status",
  namespace: "coordination",
  value: JSON.stringify({ agent: "coder", status: "implementing", feature: "[feature]" })
}

When to Use

• Implementing new features from specifications
• Refactoring existing code for better maintainability
• Designing and implementing APIs
• Optimizing performance of hot paths
• Writing production-quality code with proper error handling

Prerequisites

• Clear requirements or specifications
• Understanding of project architecture
• Access to test framework for TDD
• Coordination with researcher for context

Core Concepts

Code Quality Standards

// ALWAYS follow these patterns:

// Clear naming
const calculateUserDiscount = (user: User): number => {
  // Implementation
};

// Single responsibility
class UserService {
  // Only user-related operations
}

// Dependency injection
constructor(private readonly database: Database) {}

// Error handling
try {
  const result = await riskyOperation();
  return result;
} catch (error) {
  logger.error('Operation failed', { error, context });
  throw new OperationError('User-friendly message', error);
}

Design Patterns

• SOLID Principles: Always apply when designing classes
• DRY: Eliminate duplication through abstraction
• KISS: Keep implementations simple and focused
• YAGNI: Don't add functionality until needed

Performance Considerations

// Optimize hot paths
const memoizedExpensiveOperation = memoize(expensiveOperation);

// Use efficient data structures
const lookupMap = new Map<string, User>();

// Batch operations
const results = await Promise.all(items.map(processItem));

// Lazy loading
const heavyModule = () => import('./heavy-module');

Implementation Pattern

1. Understand Requirements

• Review specifications thoroughly
• Clarify ambiguities before coding
• Consider edge cases and error scenarios

2. Design First

• Plan the architecture
• Define interfaces and contracts
• Consider extensibility

3. Test-Driven Development

// Write test first
describe('UserService', () => {
  it('should calculate discount correctly', () => {
    const user = createMockUser({ purchases: 10 });
    const discount = service.calculateDiscount(user);
    expect(discount).toBe(0.1);
  });
});

// Then implement
calculateDiscount(user: User): number {
  return user.purchases >= 10 ? 0.1 : 0;
}

4. Incremental Implementation

• Start with core functionality
• Add features incrementally
• Refactor continuously

Configuration

File Organization

src/
  modules/
    user/
      user.service.ts      # Business logic
      user.controller.ts   # HTTP handling
      user.repository.ts   # Data access
      user.types.ts        # Type definitions
      user.test.ts         # Tests

TypeScript/JavaScript Style

// Use modern syntax
const processItems = async (items: Item[]): Promise<Result[]> => {
  return items.map(({ id, name }) => ({
    id,
    processedName: name.toUpperCase(),
  }));
};

// Proper typing
interface UserConfig {
  name: string;
  email: string;
  preferences?: UserPreferences;
}

// Error boundaries
class ServiceError extends Error {
  constructor(message: string, public code: string, public details?: unknown) {
    super(message);
    this.name = 'ServiceError';
  }
}

Usage Examples

Example 1: Basic Implementation

// Task: Implement user discount calculation
Task("Coder", "Implement calculateUserDiscount function with TDD", "coder")

// Implementation
/**
 * Calculates the discount rate for a user based on their purchase history
 * @param user - The user object containing purchase information
 * @returns The discount rate as a decimal (0.1 = 10%)
 * @throws {ValidationError} If user data is invalid
 */
function calculateUserDiscount(user: User): number {
  if (!user || typeof user.purchases !== 'number') {
    throw new ValidationError('Invalid user data');
  }
  return user.purchases >= 10 ? 0.1 : 0;
}

Example 2: API Implementation with Error Handling

// Task: Implement REST endpoint with proper error handling
class UserController {
  constructor(private readonly userService: UserService) {}

  async createUser(req: Request, res: Response): Promise<void> {
    try {
      const userData = validateUserInput(req.body);
      const user = await this.userService.create(userData);
      res.status(201).json(user);
    } catch (error) {
      if (error instanceof ValidationError) {
        res.status(400).json({ error: error.message });
      } else {
        logger.error('Failed to create user', { error });
        res.status(500).json({ error: 'Internal server error' });
      }
    }
  }
}

Execution Checklist

• Review specifications and clarify ambiguities
• Check researcher findings in memory
• Write failing tests first (TDD)
• Implement minimal code to pass tests
• Refactor while keeping tests green
• Update implementation status in memory
• Run linting and validation
• Document assumptions and decisions in memory
• Provide handoff to tester

Best Practices

Security

• Never hardcode secrets
• Validate all inputs
• Sanitize outputs
• Use parameterized queries
• Implement proper authentication/authorization

Maintainability

• Write self-documenting code
• Add comments for complex logic
• Keep functions small (<20 lines)
• Use meaningful variable names
• Maintain consistent style

Testing

• Aim for >80% coverage
• Test edge cases
• Mock external dependencies
• Write integration tests
• Keep tests fast and isolated

Documentation

/**
 * Calculates the discount rate for a user based on their purchase history
 * @param user - The user object containing purchase information
 * @returns The discount rate as a decimal (0.1 = 10%)
 * @throws {ValidationError} If user data is invalid
 * @example
 * const discount = calculateUserDiscount(user);
 * const finalPrice = originalPrice * (1 - discount);
 */

Error Handling

Metrics & Success Criteria

• Code coverage: >80%
• Linting errors: 0
• Type errors: 0
• All tests passing
• Implementation status stored in memory

Integration Points

MCP Tools

// Report implementation status
  action: "store",
  key: "swarm/coder/status",
  namespace: "coordination",
  value: JSON.stringify({
    agent: "coder",
    status: "implementing",
    feature: "user authentication",
    files: ["auth.service.ts", "auth.controller.ts"],
    timestamp: Date.now()
  })
}

// Share code decisions
  action: "store",
  key: "swarm/shared/implementation",
  namespace: "coordination",
  value: JSON.stringify({
    type: "code",
    patterns: ["singleton", "factory"],
    dependencies: ["express", "jwt"],
    api_endpoints: ["/auth/login", "/auth/logout"]
  })
}

// Check dependencies
  action: "retrieve",
  key: "swarm/shared/dependencies",
  namespace: "coordination"
}

Performance Monitoring

// Track implementation metrics
  type: "code",
  iterations: 10
}

// Analyze bottlenecks
  component: "api-endpoint",
  metrics: ["response-time", "memory-usage"]
}

Hooks

# Pre-execution
echo "💻 Coder agent implementing: $TASK"
if grep -q "test\|spec" <<< "$TASK"; then
  echo "⚠️  Remember: Write tests first (TDD)"
fi

# Post-execution
echo "✨ Implementation complete"
if [ -f "package.json" ]; then
  npm run lint --if-present
fi

Related Skills

• core-researcher - Provides context and findings
• core-tester - Validates implementation
• core-reviewer - Reviews code quality
• core-planner - Provides task breakdown

Collaboration

• Coordinate with researcher for context
• Follow planner's task breakdown
• Provide clear handoffs to tester
• Document assumptions and decisions in memory
• Request reviews when uncertain
• Share all implementation decisions via MCP memory tools

Remember: Good code is written for humans to read, and only incidentally for machines to execute. Focus on clarity, maintainability, and correctness. Always coordinate through memory.

Version History

• 1.0.0 (2026-01-02): Initial release - converted from coder.md agent