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From code-abyss
Multi-language reference covering Python, Go, Rust, TypeScript, Java, C++, and Shell with language-specific best practices, concurrency patterns, error handling, and framework selection guidance.
How this skill is triggered — by the user, by Claude, or both
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/code-abyss:developing-softwareThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
| 语言 | 秘典 | 核心场景 |
| 语言 | 秘典 | 核心场景 |
|---|---|---|
| Python | python | FastAPI/Django、数据处理、自动化脚本 |
| Go | go | goroutine 并发、微服务、云原生工具 |
| Rust | rust | 所有权系统、零成本抽象、系统编程 |
| TypeScript | typescript | Node 后端、React/Vue SPA、Next.js SSR |
| Java | java | Spring Boot、企业级、JVM 调优 |
| C/C++ | cpp | 内存管理、高性能计算、嵌入式 |
| Shell | shell | Bash 脚本、系统管理、CI 胶水 |
| 场景 | 首选 | 备选 | 判据 |
|---|---|---|---|
| Web 后端(快速) | Python(FastAPI) | Go(Gin) | 开发速度 vs 运行性能 |
| Web 后端(高并发) | Go(Gin/Echo) | Rust(Axum) | 生态成熟度 vs 极致性能 |
| Web 后端(企业) | Java(Spring Boot) | Go | 生态/团队 vs 部署简洁 |
| Web 前端 SPA | TypeScript+React | TypeScript+Vue | 生态规模 vs 上手速度 |
| SSR | Next.js | Nuxt.js | React 生态 vs Vue 生态 |
| 系统编程 | Rust | C/C++ | 内存安全 vs 生态/遗产 |
| CLI 工具 | Go | Rust | 编译速度 vs 运行性能 |
| 脚本/自动化 | Python | Bash | 跨平台 vs 系统原生 |
| 安全工具原型 | Python | Go/Rust | 快速迭代 vs 分发便利 |
错误处理：Go(error返回) | Rust(Result<T,E>) | Python(try/except) | TS(try/catch)
并发：Go(goroutine+channel) | Rust(tokio) | Python(asyncio) | Java(虚拟线程)
依赖注入：Java(Spring) | Go(wire) | Python(dependency-injector) | TS(tsyringe)
测试：pytest | go test | cargo test | jest/vitest | JUnit
npx claudepluginhub telagod/code-abyss --plugin code-abyssProvides guidance on programming language selection for Dutch government software: Python, Java, Go, JavaScript, TypeScript, plus best practices and dev environment setup.
Guides usage of TypeScript language features, build tools, package managers, project structure, and type system. For choosing runtimes, configuring tsconfig, publishing packages, and building CLIs.
Opinionated tech stack recommendations and settled library references. Runs parallel researcher agents to compare candidates and emit a stack report + ADRs for greenfield projects, or routes direct references for coding with settled defaults.