Chunk Embeddings in 2D Space (UMAP)

Each dot is a chunk from a skill. Nearby dots = semantically similar. Colored clusters = redundancy groups.

Canonical (kept)

Redundant (cuttable)

Unique (no cluster)

Click any dot to see
the full chunk text