bundled-skills/super-code/java/SKILL.md
Language-specific super-code guidelines for java.
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// ❌ Imperative accumulation
List<String> result = new ArrayList<>();
for (Item item : items) {
if (item.isActive()) result.add(item.getName().toUpperCase());
}
// ✅
List<String> result = items.stream()
.filter(Item::isActive)
.map(item -> item.getName().toUpperCase())
.toList(); // Java 16+; use .collect(Collectors.toList()) before
// ❌ Manual grouping
Map<String, List<Item>> grouped = new HashMap<>();
for (Item item : items) {
grouped.computeIfAbsent(item.getCategory(), k -> new ArrayList<>()).add(item);
}
// ✅
Map<String, List<Item>> grouped = items.stream()
.collect(Collectors.groupingBy(Item::getCategory));
// ❌ Manual sum
int total = 0;
for (Order o : orders) total += o.getAmount();
// ✅
int total = orders.stream().mapToInt(Order::getAmount).sum();
Prefer method references (Item::isActive) over equivalent lambdas (item -> item.isActive()).
// ❌ Null check chain
String city = null;
if (user != null && user.getAddress() != null) {
city = user.getAddress().getCity();
}
// ✅
String city = Optional.ofNullable(user)
.map(User::getAddress)
.map(Address::getCity)
.orElse(null);
// ❌ Optional.get() without isPresent()
String name = optional.get(); // throws if empty
// ✅
String name = optional.orElse("default");
// or: optional.orElseThrow(() -> new IllegalStateException("name required"));
// ❌ Optional as a field or parameter (anti-pattern)
class User { private Optional<String> nickname; }
// ✅ — Optional is for return types only
class User { private String nickname; } // nullable field
public Optional<String> getNickname() { return Optional.ofNullable(nickname); }
// ❌ Manual POJO
class Point {
private final int x, y;
public Point(int x, int y) { this.x = x; this.y = y; }
public int getX() { return x; }
public int getY() { return y; }
// + equals, hashCode, toString...
}
// ✅ (Java 16+)
record Point(int x, int y) {}
// ❌ Builder pattern for a 2-field object
User user = new User.Builder().name("Alice").age(30).build();
// ✅ — use record or constructor directly for small objects
record User(String name, int age) {}
var user = new User("Alice", 30);
Use record for any immutable data carrier. Keep builders only for objects with many optional fields.
// ❌ Switch statement with fall-through and break
String label;
switch (status) {
case ACTIVE: label = "Active"; break;
case INACTIVE: label = "Inactive"; break;
default: label = "Unknown";
}
// ✅ (Java 14+)
String label = switch (status) {
case ACTIVE -> "Active";
case INACTIVE -> "Inactive";
default -> "Unknown";
};
// ❌ instanceof + cast
if (shape instanceof Circle) {
Circle c = (Circle) shape;
return c.radius() * c.radius() * Math.PI;
}
// ✅ Pattern matching (Java 16+)
if (shape instanceof Circle c) {
return c.radius() * c.radius() * Math.PI;
}
// ❌ Raw Thread creation
Thread t = new Thread(() -> doWork());
t.start();
// ✅
ExecutorService exec = Executors.newVirtualThreadPerTaskExecutor(); // Java 21
exec.submit(() -> doWork());
// ❌ synchronized on this for fine-grained state
synchronized(this) { counter++; }
// ✅
AtomicInteger counter = new AtomicInteger();
counter.incrementAndGet();
Prefer CompletableFuture.allOf() over blocking .get() chains for parallel async work.
// ❌ Catching Exception to log and swallow
try {
risky();
} catch (Exception e) {
log.error("error", e);
}
// ✅ — rethrow as unchecked if you can't handle it
try {
risky();
} catch (IOException e) {
throw new UncheckedIOException(e);
}
// ❌ Checked exceptions declared on every method
public void process() throws IOException, SQLException, ParseException { ... }
// ✅ — wrap at the boundary; internal methods throw unchecked
| Anti-pattern | Preferred |
|---|---|
| new ArrayList<String>() (Java 7+) | new ArrayList<>() (diamond) |
| "string".equals(variable) (Yoda) | Objects.equals(variable, "string") |
| for (int i = 0; i < list.size(); i++) | enhanced for or stream |
| StringBuffer in single-threaded code | StringBuilder |
| e.printStackTrace() | log.error("msg", e) |
| null return for "not found" | Optional<T> return type |
| Public fields | private + accessor, or record |
| Mutable static fields | avoid; use dependency injection |
| instanceof + cast without pattern matching | pattern matching (Java 16+) |
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