modelscope.cn

java

Java language (17+). Covers modern features, patterns, and best practices. Use when writing Java applications, Spring Boot backends, or enterprise systems. USE WHEN: user mentions "java", "records", "sealed classes", "streams", asks about "pattern matching", "switch expressions", "Optional", "collections", "generics" DO NOT USE FOR: reviewing existing Java code - use `review/java`, which covers the defects javac and an unconfigured build do not report DO NOT USE FOR: Spring Boot specifics - use…

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Skill metadata

Parsed from SKILL.md frontmatter.

Allowed toolsRead, Grep, Glob, Write, Edit

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Files included with this skill beyond the listing page.

  • skill md SKILL.md 11,820 B

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  1. First recorded snapshot · 0 installs

SKILL.md

Java Core Knowledge

Modern Java Features (17+)

// Records (immutable data classes)
public record User(Long id, String name, String email) {}

// Sealed classes
public sealed interface Shape permits Circle, Rectangle {}
public final class Circle implements Shape { }
public final class Rectangle implements Shape { }

// Pattern matching for instanceof
if (obj instanceof String s) {
    System.out.println(s.toUpperCase());
}

// Switch expressions
String result = switch (status) {
    case ACTIVE -> "Active";
    case INACTIVE -> "Inactive";
    default -> "Unknown";
};

// Text blocks
String json = """
    {
        "name": "John",
        "age": 30
    }
    """;

Collections & Streams

// Stream operations
List<String> names = users.stream()
    .filter(u -> u.isActive())
    .map(User::getName)
    .sorted()
    .collect(Collectors.toList());

// Grouping
Map<Status, List<User>> byStatus = users.stream()
    .collect(Collectors.groupingBy(User::getStatus));

// Optional handling
Optional<User> user = findById(id);
String name = user.map(User::getName).orElse("Unknown");

Common Patterns

// Builder pattern
User user = User.builder()
    .name("John")
    .email("[email protected]")
    .build();

// Factory method
public static User of(String name, String email) {
    return new User(null, name, email);
}

// Dependency Injection (constructor)
@Service
public class UserService {
    private final UserRepository repository;

    public UserService(UserRepository repository) {
        this.repository = repository;
    }
}

Exception Handling

// Custom exception
public class UserNotFoundException extends RuntimeException {
    public UserNotFoundException(Long id) {
        super("User not found: " + id);
    }
}

// Try-with-resources
try (var reader = new BufferedReader(new FileReader(file))) {
    return reader.lines().collect(Collectors.toList());
}

Static Analysis & Linting

Official Rules References

Style Guides

Key Rules Categories

<!-- pom.xml - Maven Checkstyle Plugin -->
<plugin>
    <groupId>org.apache.maven.plugins</groupId>
    <artifactId>maven-checkstyle-plugin</artifactId>
    <version>3.3.1</version>
    <configuration>
        <configLocation>google_checks.xml</configLocation>
    </configuration>
</plugin>

Critical Rules to Enable

Category Rule Tool
Bug NullPointerException risks SonarJava S2259
Bug Resource leaks SonarJava S2095
Security SQL Injection SonarJava S3649
Security Hardcoded credentials SonarJava S2068
Maintainability Cognitive complexity SonarJava S3776
Maintainability Too many parameters Checkstyle

Production Readiness

Error Handling

// Custom exception hierarchy
public abstract class BaseException extends RuntimeException {
    private final String errorCode;
    private final int httpStatus;

    protected BaseException(String message, String errorCode, int httpStatus) {
        super(message);
        this.errorCode = errorCode;
        this.httpStatus = httpStatus;
    }

    public String getErrorCode() { return errorCode; }
    public int getHttpStatus() { return httpStatus; }
}

public class EntityNotFoundException extends BaseException {
    public EntityNotFoundException(String entity, Object id) {
        super(
            String.format("%s not found with id: %s", entity, id),
            "NOT_FOUND",
            404
        );
    }
}

// Global exception handler
@RestControllerAdvice
public class GlobalExceptionHandler {
    private static final Logger log = LoggerFactory.getLogger(GlobalExceptionHandler.class);

    @ExceptionHandler(BaseException.class)
    public ResponseEntity<ErrorResponse> handleBaseException(BaseException ex) {
        log.warn("Business error: {}", ex.getMessage());
        return ResponseEntity
            .status(ex.getHttpStatus())
            .body(new ErrorResponse(ex.getErrorCode(), ex.getMessage()));
    }

    @ExceptionHandler(Exception.class)
    public ResponseEntity<ErrorResponse> handleUnexpected(Exception ex) {
        log.error("Unexpected error", ex);
        return ResponseEntity
            .status(500)
            .body(new ErrorResponse("INTERNAL_ERROR", "An unexpected error occurred"));
    }
}

Null Safety

// Use Optional properly
public Optional<User> findById(Long id) {
    return repository.findById(id);
}

// Never return null from Optional
public User getById(Long id) {
    return findById(id)
        .orElseThrow(() -> new EntityNotFoundException("User", id));
}

// Use @Nullable and @NonNull annotations
import org.springframework.lang.NonNull;
import org.springframework.lang.Nullable;

public User updateUser(@NonNull Long id, @Nullable String email) {
    User user = getById(id);
    if (email != null) {
        user.setEmail(email);
    }
    return repository.save(user);
}

// Validation
import jakarta.validation.constraints.*;

public record CreateUserRequest(
    @NotBlank @Size(min = 2, max = 100) String name,
    @NotBlank @Email String email,
    @NotNull @Min(0) Integer age
) {}

Logging

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.slf4j.MDC;

@Service
public class UserService {
    private static final Logger log = LoggerFactory.getLogger(UserService.class);

    public User createUser(CreateUserRequest request) {
        MDC.put("operation", "createUser");
        MDC.put("email", request.email());

        log.info("Creating user");

        try {
            User user = userRepository.save(User.from(request));
            log.info("User created successfully: {}", user.getId());
            return user;
        } catch (Exception e) {
            log.error("Failed to create user", e);
            throw e;
        } finally {
            MDC.clear();
        }
    }
}

Testing

// Unit test with Mockito
@ExtendWith(MockitoExtension.class)
class UserServiceTest {
    @Mock
    private UserRepository repository;

    @InjectMocks
    private UserService service;

    @Test
    void shouldCreateUser() {
        // Given
        var request = new CreateUserRequest("John", "[email protected]", 30);
        var expected = new User(1L, "John", "[email protected]", 30);
        when(repository.save(any())).thenReturn(expected);

        // When
        var result = service.createUser(request);

        // Then
        assertThat(result).isEqualTo(expected);
        verify(repository).save(any());
    }

    @Test
    void shouldThrowWhenUserNotFound() {
        // Given
        when(repository.findById(1L)).thenReturn(Optional.empty());

        // When/Then
        assertThatThrownBy(() -> service.getById(1L))
            .isInstanceOf(EntityNotFoundException.class)
            .hasMessageContaining("User not found");
    }
}

// Integration test
@SpringBootTest
@AutoConfigureMockMvc
@Testcontainers
class UserControllerIT {
    @Container
    static PostgreSQLContainer<?> postgres = new PostgreSQLContainer<>("postgres:16-alpine");

    @Autowired
    private MockMvc mockMvc;

    @Test
    void shouldCreateUser() throws Exception {
        mockMvc.perform(post("/api/users")
                .contentType(MediaType.APPLICATION_JSON)
                .content("""
                    {"name": "John", "email": "[email protected]", "age": 30}
                    """))
            .andExpect(status().isCreated())
            .andExpect(jsonPath("$.id").exists());
    }
}

Performance

// Connection pooling (HikariCP)
// application.yml
spring:
  datasource:
    hikari:
      maximum-pool-size: 10
      minimum-idle: 5
      connection-timeout: 30000
      idle-timeout: 600000

// Caching
@Cacheable(value = "users", key = "#id")
public User findById(Long id) {
    return repository.findById(id).orElseThrow();
}

@CacheEvict(value = "users", key = "#user.id")
public User save(User user) {
    return repository.save(user);
}

Monitoring Metrics

Metric Target
Test coverage > 80%
Cyclomatic complexity < 10
SonarQube bugs 0
Security vulnerabilities 0

Checklist

  • Custom exception hierarchy
  • Global exception handler
  • Bean validation on DTOs
  • Optional for nullable returns
  • @NonNull/@Nullable annotations
  • Structured logging with MDC
  • Unit tests with Mockito
  • Integration tests with Testcontainers
  • Connection pool configured
  • Caching for hot data

When NOT to Use This Skill

Scenario Use Instead
Spring Boot framework backend-spring-boot skill
Lombok annotations lombok skill
MapStruct mapping mapstruct skill
JPA/Hibernate ORM-specific skills
Testing with JUnit testing-junit skill

Anti-Patterns

Anti-Pattern Why It's Bad Correct Approach
Returning null NullPointerException Use Optional
Catching generic Exception Hides specific errors Catch specific exceptions
Not closing resources Resource leaks Use try-with-resources
Mutable static fields Thread-safety issues Use immutable or synchronized
String concatenation in loops O(n²) performance Use StringBuilder
Empty catch blocks Silent failures Log or rethrow
Using == for strings Compares references Use .equals()
Not overriding equals/hashCode Broken collections Override both or neither

Quick Troubleshooting

Issue Cause Solution
NullPointerException Accessing null reference Check for null, use Optional
ClassCastException Wrong type cast Use instanceof before casting
ConcurrentModificationException Modifying while iterating Use Iterator.remove()
OutOfMemoryError Heap exhausted Increase heap, fix memory leaks
StackOverflowError Infinite recursion Add base case, use iteration
"Cannot find symbol" Compilation error Check imports, spelling
Deadlock Circular lock dependency Use consistent lock ordering
Resource leak Not closing streams Use try-with-resources

Reference Documentation

  • [Spring Boot](../../backend-frameworks/spring-boot/SKILL.md)
  • [Lombok](../lombok/SKILL.md)
  • [Quality Principles](../../quality/common/SKILL.md)