AI Agent Skill Repository
Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.
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Exact name and slug matches are checked against the live registry before ranked alternatives.
Decision filters
Showing 1-16 of 47 ranked candidates matching "embedding-similarity"
Best blend of relevance, quality, freshness, and verified outcomes
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
$ npx skills add xlang-ai/instructor-embeddingScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Fast similarity search using DuckDB
$ npx skills add patricktrainer/duckdb-embedding-searchScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 4 targets
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
$ npx skills add milvus-io/milvusScenario Database and SQL · I need my agent to inspect database schemas, write SQL, and explain query results.
CLI + Codex · 4 targets
A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.
$ npx skills add Dicklesworthstone/swiss_army_llamaScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A curated list of network embedding techniques.
$ npx skills add chihming/awesome-network-embeddingScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A curated list of awesome embedding models tutorials, projects and communities.
$ npx skills add Hironsan/awesome-embedding-modelsScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
$ npx skills add ZachNagengast/similarity-search-kitScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
100+ Chinese Word Vectors 上百种预训练中文词向量
$ npx skills add Embedding/Chinese-Word-VectorsScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.
$ npx skills add Blaizzy/mlx-embeddingsScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
$ npx skills add qdrant/qdrantScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A fast, efficient universal vector embedding utility package.
$ npx skills add plasticityai/magnitudeScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
unified embedding model
$ npx skills add wangyuxinwhy/uniemScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.
$ npx skills add dgarnitz/vectorflowScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
MTEB: Massive Text Embedding Benchmark
$ npx skills add embeddings-benchmark/mtebScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Find related notes and excerpts while writing. Your link building copilot displays relevant content in graph + list view. A local embedding model powers semantic search.…
$ npx skills add brianpetro/obsidian-smart-connectionsScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + OpenAI Agents · 4 targets
Semantic search over videos using Gemini Embedding 2 or Qwen3-VL.
$ npx skills add ssrajadh/sentrysearchScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Page 1
Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.
Try the agent resolve APIAI Agent Skill Repository
Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.
Live registry search
Exact name and slug matches are checked against the live registry before ranked alternatives.
Decision filters
Showing 1-16 of 47 ranked candidates matching "embedding-similarity"
Best blend of relevance, quality, freshness, and verified outcomes
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
$ npx skills add xlang-ai/instructor-embeddingScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Fast similarity search using DuckDB
$ npx skills add patricktrainer/duckdb-embedding-searchScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 4 targets
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
$ npx skills add milvus-io/milvusScenario Database and SQL · I need my agent to inspect database schemas, write SQL, and explain query results.
CLI + Codex · 4 targets
A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.
$ npx skills add Dicklesworthstone/swiss_army_llamaScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A curated list of network embedding techniques.
$ npx skills add chihming/awesome-network-embeddingScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A curated list of awesome embedding models tutorials, projects and communities.
$ npx skills add Hironsan/awesome-embedding-modelsScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
$ npx skills add ZachNagengast/similarity-search-kitScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
100+ Chinese Word Vectors 上百种预训练中文词向量
$ npx skills add Embedding/Chinese-Word-VectorsScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.
$ npx skills add Blaizzy/mlx-embeddingsScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
$ npx skills add qdrant/qdrantScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A fast, efficient universal vector embedding utility package.
$ npx skills add plasticityai/magnitudeScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
unified embedding model
$ npx skills add wangyuxinwhy/uniemScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.
$ npx skills add dgarnitz/vectorflowScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
MTEB: Massive Text Embedding Benchmark
$ npx skills add embeddings-benchmark/mtebScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Find related notes and excerpts while writing. Your link building copilot displays relevant content in graph + list view. A local embedding model powers semantic search.…
$ npx skills add brianpetro/obsidian-smart-connectionsScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + OpenAI Agents · 4 targets
Semantic search over videos using Gemini Embedding 2 or Qwen3-VL.
$ npx skills add ssrajadh/sentrysearchScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Page 1
Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.
Try the agent resolve API