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Unified enterprise programming language skill covering 25+ languages including Python 3.13, TypeScript 5.9, Go 1.23, Rust 1.91, Java 21, JavaScript ES2025, C++, C#, PHP, Swift, Kotlin, Scala, Elixir, Ruby, R, SQL, Shell, and more with patterns, best practices, and Context7 integration
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Base navigation patterns for Android device automation - gestures, waits, and UI interaction
Screen understanding with OCR and template matching for Android device automation
Meta-tool for rapid adb-* skill creation from templates
基于 SOC 职业分类
正在显示 SKILL.md
| name | moai-lang-unified |
| description | Unified enterprise programming language skill covering 25+ languages including Python 3.13, TypeScript 5.9, Go 1.23, Rust 1.91, Java 21, JavaScript ES2025, C++, C#, PHP, Swift, Kotlin, Scala, Elixir, Ruby, R, SQL, Shell, and more with patterns, best practices, and Context7 integration |
| version | 2.0.0 |
| modularized | true |
| last_updated | "2025-11-30T00:00:00.000Z" |
| compliance_score | 70 |
| auto_trigger_keywords | ["database","lang","python","testing","typescript","unified"] |
| color | red |
Unified Enterprise Programming Language Expert - 25+ languages with patterns, best practices, and Context7 integration.
Auto-Triggers: Any language-specific code, files, or discussions (.py, .ts, .go, .rs, .java, .js, .cpp, .cs, .php, .swift, .kt, .scala, .ex, .rb, .r, .sql, .sh)
Core Capabilities:
Pattern 1: FastAPI Backend (Python)
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
app = FastAPI()
class Item(BaseModel):
name: str
price: float
():
item
Pattern 2: Next.js 15 Frontend (TypeScript)
// app/page.tsx (App Router)
export default async function Page() {
const data = await fetch('https://api.example.com/data');
return <main>{/* Render data */}</main>;
}
Pattern 3: Type-Safe API Integration
// Shared types between frontend/backend
export interface User {
id: string;
name: string;
email: string;
}
// Backend endpoint types
export type GetUserResponse = User;
export type CreateUserRequest = Omit<User, 'id'>;
from fastapi import FastAPI, Depends
from sqlalchemy.ext.asyncio import AsyncSession
app = FastAPI(title="API", version="1.0.0")
@app.get("/users/{user_id}")
async def get_user(user_id: int, db: AsyncSession = Depends(get_db)) -> UserResponse:
user = await get_user_by_id(db, user_id)
return UserResponse.model_validate(user)
// React 19 Server Component
export default async function UserProfile({ userId }: { userId: string }) {
const user = await getUser(userId)
return <div><h1>{user.name}</h1><p>{user.email}</p></div>
}
func main() {
app := fiber.New()
app.Get("/users", func(c fiber.Ctx) error {
return c.JSON(fiber.Map{"users": []string{"John", "Jane"}})
})
app.Listen(":3000")
}
#[tokio::main]
async fn main() {
let app = Router::new().route("/users/:id", get(get_user));
axum::serve(listener, app).await.unwrap()
}
@RestController
@RequestMapping("/api/users")
public class UserController {
@GetMapping("/{id}")
public ResponseEntity<UserDto> getUser(@PathVariable Long id) {
return ResponseEntity.ok(userService.findById(id));
}
}
| Language | Syntax | Runtime | Best For |
|---|---|---|---|
| Python | async/await | asyncio | I/O-bound, data science |
| TypeScript | async/await | Node.js | Full-stack, real-time |
| Go | goroutines | Go runtime | Concurrent systems |
| Rust | async/await | Tokio | Performance-critical |
| Java | virtual threads | JVM | Enterprise systems |
Python: try/except with exceptions
TypeScript: try/catch with async/await
Go: Multiple return values (result, err)
Rust: Result/Option types with match or ?
Java: Checked exceptions with try/catch/finally
| Language | Package Manager | Lock File | Registry |
|---|---|---|---|
| Python | pip/poetry | requirements.txt/poetry.lock | PyPI |
| TypeScript | npm/yarn | package-lock.json/yarn.lock | npm |
| Go | go modules | go.sum | Go Modules |
| Rust | cargo | Cargo.lock | crates.io |
| Java | Maven/Gradle | pom.xml/build.gradle | Maven Central |
✅ Use for: Data science, ML/AI, web APIs, automation ❌ Avoid: Real-time performance <1ms, embedded systems
✅ Use for: Enterprise applications, full-stack, type safety ❌ Avoid: Rapid prototyping, simple scripts
✅ Use for: Microservices, CLI tools, cloud-native apps ❌ Avoid: Complex GUI, rapid prototyping
✅ Use for: Performance-critical, systems programming ❌ Avoid: Rapid prototyping, simple CRUD
✅ Use for: Enterprise apps, large systems, big data ❌ Avoid: Lightweight CLI, rapid prototyping
Automatically fetches latest documentation for:
Python: FastAPI, Django, Pydantic, SQLAlchemy, pytest
TypeScript: React, Next.js, Node.js, tRPC, Zod
Go: Gin, Echo, GORM
Rust: Tokio, Axum, Serde
Java: Spring Boot, Hibernate
Usage example:
docs = await mcp__context7__get_library_docs(
context7CompatibleLibraryID="/tiangolo/fastapi",
topic="async dependency-injection",
page=1
)
moai-domain-backend — REST API, GraphQL, microservicesmoai-domain-frontend — React, Vue, Angular, UI componentsmoai-domain-database — SQL, NoSQL, ORM patternsmoai-foundation-trust — TRUST 5 quality principlesmoai-essentials-debug — AI-powered debuggingmoai-context7-integration — Latest documentation accessPython: Check venv, pip list, python -c "import sys"
TypeScript: npx tsc --noEmit, npm ls typescript
Go: go mod tidy, go mod verify
Rust: rustc --version, cargo check, cargo tree
Java: java -version, mvn/gradle build
For comprehensive reference materials:
This unified language skill replaces all individual moai-lang* skills while maintaining their expertise and functionality. It automatically detects programming context and provides relevant expertise for 25+ languages with Context7 integration and cross-language capabilities.
Last Updated: 2025-11-25
Status: Production Ready (Enterprise v1.0.0)
Replaces: All moai-lang-* individual skills