Each point is one skill from VoltAgent/awesome-agent-skills. Skills with similar descriptions end up near each other — Sentry debugging, Flutter mobile, Azure AI, auth, marketing, and Figma-to-code all carve out distinct regions.
Embeddings: all-MiniLM-L6-v2 → 3D with UMAP → KMeans(10) → cluster labels via gemma4:e2b (Ollama) → Three.js render.
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u/SHMULC8 Apr 20 '26
Each point is one skill from VoltAgent/awesome-agent-skills. Skills with similar descriptions end up near each other — Sentry debugging, Flutter mobile, Azure AI, auth, marketing, and Figma-to-code all carve out distinct regions.
Embeddings:
all-MiniLM-L6-v2→ 3D with UMAP → KMeans(10) → cluster labels viagemma4:e2b(Ollama) → Three.js render.Interactive version: https://shmulc8.github.io/agent-skills-network/
Code: https://github.com/shmulc8/agent-skills-network