python-performance-optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices.
typescript-advanced-types
Advanced TypeScript type system patterns for building type-safe, reusable components and utilities.
Full skill instructions
Comprehensive guidance for mastering TypeScript's advanced type system including generics, conditional types, mapped types, template literal types, and utility types for building robust, type-safe applications.
Purpose: Create reusable, type-flexible components while maintaining type safety.
Basic Generic Function:
function identity<T>(value: T): T {
return value;
}
const num = identity<number>(42); // Type: number
const str = identity<string>("hello"); // Type: string
const auto = identity(true); // Type inferred: boolean
Generic Constraints:
interface HasLength {
length: number;
}
function logLength<T extends HasLength>(item: T): T {
console.log(item.length);
return item;
}
logLength("hello"); // OK: string has length
logLength([1, 2, 3]); // OK: array has length
logLength({ length: 10 }); // OK: object has length
// logLength(42); // Error: number has no length
Multiple Type Parameters:
function merge<T, U>(obj1: T, obj2: U): T & U {
return { ...obj1, ...obj2 };
}
const merged = merge({ name: "John" }, { age: 30 });
// Type: { name: string } & { age: number }
Purpose: Create types that depend on conditions, enabling sophisticated type logic.
Basic Conditional Type:
type IsString<T> = T extends string ? true : false;
type A = IsString<string>; // true
type B = IsString<number>; // false
Extracting Return Types:
type ReturnType<T> = T extends (...args: any[]) => infer R ? R : never;
function getUser() {
return { id: 1, name: "John" };
}
type User = ReturnType<typeof getUser>;
// Type: { id: number; name: string; }
Distributive Conditional Types:
type ToArray<T> = T extends any ? T[] : never;
type StrOrNumArray = ToArray<string | number>;
// Type: string[] | number[]
Nested Conditions:
type TypeName<T> = T extends string
? "string"
: T extends number
? "number"
: T extends boolean
? "boolean"
: T extends undefined
? "undefined"
: T extends Function
? "function"
: "object";
type T1 = TypeName<string>; // "string"
type T2 = TypeName<() => void>; // "function"
Purpose: Transform existing types by iterating over their properties.
Basic Mapped Type:
type Readonly<T> = {
readonly [P in keyof T]: T[P];
};
interface User {
id: number;
name: string;
}
type ReadonlyUser = Readonly<User>;
// Type: { readonly id: number; readonly name: string; }
Optional Properties:
type Partial<T> = {
[P in keyof T]?: T[P];
};
type PartialUser = Partial<User>;
// Type: { id?: number; name?: string; }
Key Remapping:
type Getters<T> = {
[K in keyof T as `get${Capitalize<string & K>}`]: () => T[K];
};
interface Person {
name: string;
age: number;
}
type PersonGetters = Getters<Person>;
// Type: { getName: () => string; getAge: () => number; }
Filtering Properties:
type PickByType<T, U> = {
[K in keyof T as T[K] extends U ? K : never]: T[K];
};
interface Mixed {
id: number;
name: string;
age: number;
active: boolean;
}
type OnlyNumbers = PickByType<Mixed, number>;
// Type: { id: number; age: number; }
Purpose: Create string-based types with pattern matching and transformation.
Basic Template Literal:
type EventName = "click" | "focus" | "blur";
type EventHandler = `on${Capitalize<EventName>}`;
// Type: "onClick" | "onFocus" | "onBlur"
String Manipulation:
type UppercaseGreeting = Uppercase<"hello">; // "HELLO"
type LowercaseGreeting = Lowercase<"HELLO">; // "hello"
type CapitalizedName = Capitalize<"john">; // "John"
type UncapitalizedName = Uncapitalize<"John">; // "john"
Path Building:
type Path<T> = T extends object
? {
[K in keyof T]: K extends string ? `${K}` | `${K}.${Path<T[K]>}` : never;
}[keyof T]
: never;
interface Config {
server: {
host: string;
port: number;
};
database: {
url: string;
};
}
type ConfigPath = Path<Config>;
// Type: "server" | "database" | "server.host" | "server.port" | "database.url"
Built-in Utility Types:
// Partial<T> - Make all properties optional
type PartialUser = Partial<User>;
// Required<T> - Make all properties required
type RequiredUser = Required<PartialUser>;
// Readonly<T> - Make all properties readonly
type ReadonlyUser = Readonly<User>;
// Pick<T, K> - Select specific properties
type UserName = Pick<User, "name" | "email">;
// Omit<T, K> - Remove specific properties
type UserWithoutPassword = Omit<User, "password">;
// Exclude<T, U> - Exclude types from union
type T1 = Exclude<"a" | "b" | "c", "a">; // "b" | "c"
// Extract<T, U> - Extract types from union
type T2 = Extract<"a" | "b" | "c", "a" | "b">; // "a" | "b"
// NonNullable<T> - Exclude null and undefined
type T3 = NonNullable<string | null | undefined>; // string
// Record<K, T> - Create object type with keys K and values T
type PageInfo = Record<"home" | "about", { title: string }>;
Detailed sections (starting with ## Advanced Patterns) live in references/details.md. Read that file when the navigation summary above is insufficient.
unknown over any: Enforce type checkinginterface for object shapes: Better error messagestype for unions and complex types: More flexible// Type assertion tests
type AssertEqual<T, U> = [T] extends [U]
? [U] extends [T]
? true
: false
: false;
type Test1 = AssertEqual<string, string>; // true
type Test2 = AssertEqual<string, number>; // false
type Test3 = AssertEqual<string | number, string>; // false
// Expect error helper
type ExpectError<T extends never> = T;
// Example usage
type ShouldError = ExpectError<AssertEqual<string, number>>;
any: Defeats the purpose of TypeScriptProfile and optimize Python code using cProfile, memory profilers, and performance best practices.
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