cyberneticlibrary

Optimize RAG retrieval pipelines

rag-engineerskillsetup L30
Sheshiyer/skill-clusters
What it does

Extract and rank reusable patterns from code corpus

Best for

Mining skill artifacts from large codebases by finding repeated patterns and generalizing them.

Inputs
  • · source code repository
  • · pattern definition (regex/semantic)
Outputs
  • · ranked pattern matches
  • · artifact suggestions
Requires
  • · AST parser
  • · vector embedding