Lab 6 — Pattern Recommendation

Goal

Prototype a system that recommends a pattern or refactoring based on code/design context.

Possible approaches:

• hand-authored rules;
• classifier/ranker;
• retrieval over examples;
• LLM with structured context;
• hybrid static-analysis + LLM pipeline.

Required evaluation

• a baseline;
• top-k recommendation metric or human relevance labels;
• error analysis;
• at least one example where the technically recognized pattern should not be recommended.