skill detail
← registryEmbedding Optimization
ancoleman/embedding-optimization
Optimizing vector embeddings for RAG systems through model selection, chunking strategies, caching, and performance tuning. Use when building semantic search, RAG pipelines, or document retrieval systems that require cost-effective, high-quality embeddings.
skillrank score
36
SkillRank score blends community stars, real usage, and our eval lift; provisional until a skill is evaluated -- so popularity alone can't reach the top tier.
eval status
eval pending
Success delta, token delta, and trial count are not available yet. No eval number is shown until this skill has measured results.
install
$ skillrank install ancoleman/embedding-optimization$ curl -fsSL skillrank.dev | sh