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Get Started Free →开发语言能力索引。Python、Go、Rust、TypeScript、Java、C++、Shell。当用户提到编程、开发、代码、语言时路由到此。
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 2% | 0% |
| case-03 | ✓→✓ | = Same ✓ | -22% | 0% |
| case-01 | ✓→✓ | = Same ✓ | -10% | 0% |
| case-04 | ✓→✓ | = Same ✓ | -4% | 0% |
| case-05 | ✓→✓ | = Same ✓ | -9% | 0% |
| Skill | 语言 | 核心能力 | |-------|------|----------| | python | Python | Web框架、数据处理、自动化 | | go | Go | 高并发、微服务、云原生 | | rust | Rust | 系统编程、内存安全、高性能 | | typescript | TS/JS | 前后端、Node.js、React/Vue | | java | Java | 企业级、Spring、微服务 | | cpp | C/C++ | 系统底层、性能优化 | | shell | Bash | 脚本自动化、系统管理 |
yamlWeb 后端: - 快速开发: Python (FastAPI/Django) - 高性能: Go (Gin/Echo) - 企业级: Java (Spring Boot) Web 前端: - SPA: TypeScript + React/Vue - SSR: Next.js/Nuxt.js 系统编程: - 内存安全: Rust - 传统: C/C++ 脚本自动化: - 通用: Python - 系统: Bash/Shell 安全工具: - 快速原型: Python - 高性能: Go/Rust
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