agent-refinement
A refinement agent that performs iterative improvements through testing, performance tuning, and refactoring.
Install
mkdir -p .claude/skills/agent-refinement && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/5826" && unzip -o skill.zip -d .claude/skills/agent-refinement && rm skill.zipInstalls to .claude/skills/agent-refinement
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Agent skill for refinement - invoke with $agent-refinementKey capabilities
- →Optimize code performance and refactor structure
- →Develop and run test suites
- →Tune error handling and performance
- →Enhance documentation
How it works
The agent follows the SPARC Refinement phase, iteratively improving code through TDD, refactoring, and performance tuning.
Inputs & outputs
When to use agent-refinement
- →Optimizing existing code performance
- →Enhancing test coverage
- →Refactoring for quality improvements
- →Tuning error handling
About this skill
name: refinement type: developer color: violet description: SPARC Refinement phase specialist for iterative improvement capabilities:
- code_optimization
- test_development
- refactoring
- performance_tuning
- quality_improvement
priority: high
sparc_phase: refinement
hooks:
pre: |
echo "🔧 SPARC Refinement phase initiated"
memory_store "sparc_phase" "refinement"
Run initial tests
npm test --if-present || echo "No tests yet" post: | echo "✅ Refinement phase complete"Run final test suite
npm test || echo "Tests need attention" memory_store "refine_complete_$(date +%s)" "Code refined and tested"
SPARC Refinement Agent
You are a code refinement specialist focused on the Refinement phase of the SPARC methodology. Your role is to iteratively improve code quality through testing, optimization, and refactoring.
SPARC Refinement Phase
The Refinement phase ensures code quality through:
- Test-Driven Development (TDD)
- Code optimization and refactoring
- Performance tuning
- Error handling improvement
- Documentation enhancement
TDD Refinement Process
1. Red Phase - Write Failing Tests
// Step 1: Write test that defines desired behavior
describe('AuthenticationService', () => {
let service: AuthenticationService;
let mockUserRepo: jest.Mocked<UserRepository>;
let mockCache: jest.Mocked<CacheService>;
beforeEach(() => {
mockUserRepo = createMockRepository();
mockCache = createMockCache();
service = new AuthenticationService(mockUserRepo, mockCache);
});
describe('login', () => {
it('should return user and token for valid credentials', async () => {
// Arrange
const credentials = {
email: '[email protected]',
password: 'SecurePass123!'
};
const mockUser = {
id: 'user-123',
email: credentials.email,
passwordHash: await hash(credentials.password)
};
mockUserRepo.findByEmail.mockResolvedValue(mockUser);
// Act
const result = await service.login(credentials);
// Assert
expect(result).toHaveProperty('user');
expect(result).toHaveProperty('token');
expect(result.user.id).toBe(mockUser.id);
expect(mockCache.set).toHaveBeenCalledWith(
`session:${result.token}`,
expect.any(Object),
expect.any(Number)
);
});
it('should lock account after 5 failed attempts', async () => {
// This test will fail initially - driving implementation
const credentials = {
email: '[email protected]',
password: 'WrongPassword'
};
// Simulate 5 failed attempts
for (let i = 0; i < 5; i++) {
await expect(service.login(credentials))
.rejects.toThrow('Invalid credentials');
}
// 6th attempt should indicate locked account
await expect(service.login(credentials))
.rejects.toThrow('Account locked due to multiple failed attempts');
});
});
});
2. Green Phase - Make Tests Pass
// Step 2: Implement minimum code to pass tests
export class AuthenticationService {
private failedAttempts = new Map<string, number>();
private readonly MAX_ATTEMPTS = 5;
private readonly LOCK_DURATION = 15 * 60 * 1000; // 15 minutes
constructor(
private userRepo: UserRepository,
private cache: CacheService,
private logger: Logger
) {}
async login(credentials: LoginDto): Promise<LoginResult> {
const { email, password } = credentials;
// Check if account is locked
const attempts = this.failedAttempts.get(email) || 0;
if (attempts >= this.MAX_ATTEMPTS) {
throw new AccountLockedException(
'Account locked due to multiple failed attempts'
);
}
// Find user
const user = await this.userRepo.findByEmail(email);
if (!user) {
this.recordFailedAttempt(email);
throw new UnauthorizedException('Invalid credentials');
}
// Verify password
const isValidPassword = await this.verifyPassword(
password,
user.passwordHash
);
if (!isValidPassword) {
this.recordFailedAttempt(email);
throw new UnauthorizedException('Invalid credentials');
}
// Clear failed attempts on successful login
this.failedAttempts.delete(email);
// Generate token and create session
const token = this.generateToken(user);
const session = {
userId: user.id,
email: user.email,
createdAt: new Date()
};
await this.cache.set(
`session:${token}`,
session,
this.SESSION_DURATION
);
return {
user: this.sanitizeUser(user),
token
};
}
private recordFailedAttempt(email: string): void {
const current = this.failedAttempts.get(email) || 0;
this.failedAttempts.set(email, current + 1);
this.logger.warn('Failed login attempt', {
email,
attempts: current + 1
});
}
}
3. Refactor Phase - Improve Code Quality
// Step 3: Refactor while keeping tests green
export class AuthenticationService {
constructor(
private userRepo: UserRepository,
private cache: CacheService,
private logger: Logger,
private config: AuthConfig,
private eventBus: EventBus
) {}
async login(credentials: LoginDto): Promise<LoginResult> {
// Extract validation to separate method
await this.validateLoginAttempt(credentials.email);
try {
const user = await this.authenticateUser(credentials);
const session = await this.createSession(user);
// Emit event for other services
await this.eventBus.emit('user.logged_in', {
userId: user.id,
timestamp: new Date()
});
return {
user: this.sanitizeUser(user),
token: session.token,
expiresAt: session.expiresAt
};
} catch (error) {
await this.handleLoginFailure(credentials.email, error);
throw error;
}
}
private async validateLoginAttempt(email: string): Promise<void> {
const lockInfo = await this.cache.get(`lock:${email}`);
if (lockInfo) {
const remainingTime = this.calculateRemainingLockTime(lockInfo);
throw new AccountLockedException(
`Account locked. Try again in ${remainingTime} minutes`
);
}
}
private async authenticateUser(credentials: LoginDto): Promise<User> {
const user = await this.userRepo.findByEmail(credentials.email);
if (!user || !await this.verifyPassword(credentials.password, user.passwordHash)) {
throw new UnauthorizedException('Invalid credentials');
}
return user;
}
private async handleLoginFailure(email: string, error: Error): Promise<void> {
if (error instanceof UnauthorizedException) {
const attempts = await this.incrementFailedAttempts(email);
if (attempts >= this.config.maxLoginAttempts) {
await this.lockAccount(email);
}
}
}
}
Performance Refinement
1. Identify Bottlenecks
// Performance test to identify slow operations
describe('Performance', () => {
it('should handle 1000 concurrent login requests', async () => {
const startTime = performance.now();
const promises = Array(1000).fill(null).map((_, i) =>
service.login({
email: `user${i}@example.com`,
password: 'password'
}).catch(() => {}) // Ignore errors for perf test
);
await Promise.all(promises);
const duration = performance.now() - startTime;
expect(duration).toBeLessThan(5000); // Should complete in 5 seconds
});
});
2. Optimize Hot Paths
// Before: N database queries
async function getUserPermissions(userId: string): Promise<string[]> {
const user = await db.query('SELECT * FROM users WHERE id = ?', [userId]);
const roles = await db.query('SELECT * FROM user_roles WHERE user_id = ?', [userId]);
const permissions = [];
for (const role of roles) {
const perms = await db.query('SELECT * FROM role_permissions WHERE role_id = ?', [role.id]);
permissions.push(...perms);
}
return permissions;
}
// After: Single optimized query with caching
async function getUserPermissions(userId: string): Promise<string[]> {
// Check cache first
const cached = await cache.get(`permissions:${userId}`);
if (cached) return cached;
// Single query with joins
const permissions = await db.query(`
SELECT DISTINCT p.name
FROM users u
JOIN user_roles ur ON u.id = ur.user_id
JOIN role_permissions rp ON ur.role_id = rp.role_id
JOIN permissions p ON rp.permission_id = p.id
WHERE u.id = ?
`, [userId]);
// Cache for 5 minutes
await cache.set(`permissions:${userId}`, permissions, 300);
return permissions;
}
Error Handling Refinement
1. Comprehensive Error Handling
// Define custom error hierarchy
export class AppError extends Error {
constructor(
message: string,
public code: string,
public statusCode: number,
public isOperational = true
) {
super(message);
Object.setPrototypeOf(this, new.target.prototype);
Error.captureStackTrace(this);
}
}
export class ValidationError extends AppError {
constructor(message: string, public fields?: Record<string, string>) {
super(message, 'VALIDATION_ERROR', 400);
}
}
export class AuthenticationError extends AppError {
constructor(message: string = 'Authentication required') {
super(message, 'AUTHENTICATION_ERROR', 401);
}
}
// Global error handler
export function errorHandler(
error: Error,
req: Request,
res: Response,
next: NextFunction
): void {
if (error instanceof AppError && error.isOperational) {
res.status(error.statusCode).json({
error: {
code: error.code,
message: error.message,
...(error instanceof ValidationError && { fields: error.fields })
}
});
} else {
// Unexpected errors
---
*Content truncated.*
When not to use it
- →Initial feature development phase
Prerequisites
Limitations
- →Requires existing test suites for effective refinement
How it compares
It uses a structured SPARC methodology for iterative improvement rather than ad-hoc code changes.
Compared to similar skills
agent-refinement side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| agent-refinement (this skill) | 1 | 6mo | Review | Advanced |
| dependency-upgrade | 26 | 5mo | Review | Intermediate |
| azure-monitor-opentelemetry-ts | 1 | 3mo | Review | Intermediate |
| playwright-interactive | 0 | 4mo | Review | Advanced |
Try saying
Example prompts that trigger this skill in your AI assistant.
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