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Passed 20 of 22 test cases with the skill, and 8 of 22 without it.
and 18 more in the full report
13 fixed8 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
If a user calls the code search service without specifying the sources object, what default boolean state is assigned to github source querying?
| Checked | Without skill | With skill |
|---|---|---|
| defaults github source selection to false | Missed | Passed |
The instructions your model reads when the skill loads.
<code_sources> 本 Skill 的设计和实现借鉴了以下开源项目：
1. **code-graph-rag** (MIT License)
- GitHub: https://github.com/vitali87/code-graph-rag
- 借鉴内容:
- Tree-sitter AST 解析多语言代码
- UniXcoder 语义向量化 (按功能描述搜索)
- 知识图谱存储函数调用/类继承关系
2. **code-rag** (MIT License)
- GitHub: https://github.com/rawveg/code-rag
- 借鉴内容:
- RAG (Retrieval-Augmented Generation) 架构
- 向量相似度搜索
3. **Aider** (Apache-2.0 License)
- GitHub: https://github.com/paul-gauthier/aider
- 借鉴内容:
- Repo Map 项目结构索引技术
- 文件依赖关系分析
技术实现参考:
- 向量数据库: Chroma (本地) / FAISS (大规模)
- AST 解析: Tree-sitter (Python/TypeScript/JavaScript)
- 语义编码: UniXcoder / OpenAI Embeddings
</code_sources>
test cases passed, vs 8 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.