librarian
Compare original and translation side by side
🇺🇸
Original
English🇨🇳
Translation
ChineseLibrarian Skill
Librarian Skill
Use this skill when you need deep understanding of external codebases.
Best-use cases:
- Explain how a third-party library works internally.
- Find real implementation patterns in public code.
- Compare two libraries/frameworks for a specific capability.
- Trace architecture and execution flow across a repository.
Tool routing:
- Official docs/API questions: use documentation lookup first.
- Real-world code usage patterns: search public repositories.
- Internal implementation details: fetch source and read targeted files.
Execution pattern:
- Identify target library/repo and scope the question.
- Collect high-signal files (README, package metadata, entry points).
- Inspect implementation files for the asked behavior.
- Synthesize findings with concrete file evidence.
Output style:
- Give direct answer first.
- Support with precise file references.
- Use a diagram if system flow is non-trivial.
当你需要深入理解外部代码库时，可以使用这个Skill。
最佳使用场景：
- 解释第三方库的内部工作机制
- 在公开代码中查找真实的实现模式
- 针对特定功能对比两个库/框架
- 追踪仓库中的架构和执行流程
工具路由策略：
- 官方文档/API相关问题：优先使用文档查询工具
- 真实代码使用模式：搜索公开代码仓库
- 内部实现细节：获取源码并读取目标文件
执行流程：
- 确定目标库/仓库并明确问题范围
- 收集高价值文件（README、包元数据、入口文件）
- 检查实现文件以找到对应功能的实现
- 结合具体文件证据总结研究结果
输出风格：
- 先给出直接答案
- 提供精确的文件引用作为支撑
- 如果系统流程较为复杂，可使用图表展示