An interactive 3D map visualizing over 900 agent skills sourced from the awesome-agent-skills repository. The project projects these skills into a latent space, allowing users to explore them through glowing points and a nearest-neighbor web, with options to color by topic cluster or authoring team.
Key features and technical details:
- Uses sentence-transformers/all-MiniLM-L6-v2 for embeddings.
- Employs UMAP for 3D dimensionality reduction.
- Utilizes KMeans clustering and Gemma 4 E2B for automated topic labeling.
- Interactive interface built with Three.js featuring search, tooltips, and info panels.
Key features and technical details:
- Uses sentence-transformers/all-MiniLM-L6-v2 for embeddings.
- Employs UMAP for 3D dimensionality reduction.
- Utilizes KMeans clustering and Gemma 4 E2B for automated topic labeling.
- Interactive interface built with Three.js featuring search, tooltips, and info panels.
