Agent skill

geometric-grounding

Anchor semantic meaning to embedding geometry; use when asked to validate vector spaces or similarity behavior.

View SKILL.md on GitHub Repository
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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/development/geometric-grounding

SKILL.md

Geometric Grounding

Use this skill to align semantic meaning with embedding space behavior.

Workflow

  1. Select representative anchors and negatives.
  2. Measure distances and cluster behavior.
  3. Flag anomalies and adjust embeddings.
  4. Report alignment quality.

Output expectations

  • Provide anchor list, metrics, and alignment issues.

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