incubator

Sync GitHub starred repositories to local directory structure for semantic search. Use when user wants to: (1) Initialize their GitHub Stars collection, (2) Update collection with newly starred repos. Runs as a single Python script — no LLM involvement, fast and reliable.

Search through your GitHub Stars collection using semantic understanding. Use when user wants to: (1) Find a previously starred repository, (2) Search for repos by functionality or use case, (3) Browse their starred repositories with natural language queries like "authentication library" or "image processing tool". Requires github-stars-collector to be run first to build the database.