other Skills

Record, validate, update, and clean VCR cassettes for BioETL HTTP tests with secret-safety checks.

Record, validate, update, and clean VCR cassettes for BioETL HTTP tests with secret-safety checks.

Comprehensive guide to vector databases including Pinecone, Qdrant, Weaviate, embedding strategies, and similarity search.

Work with vector databases for RAG, embeddings, and semantic search using ChromaDB or similar. Use when building knowledge bases f...

Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus,...

Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus,...

Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus,...

Deploy, manage, and optimize vector databases for AI applications. Covers Qdrant, Weaviate, pgvector, and Pinecone — collection ma...

Vector database selection, embedding storage, approximate nearest neighbor (ANN) algorithms, and vector search optimization. Use w...

Model data as vectors with payload metadata, then run similarity search with optional filters or multi-stage retrieval. Keep index...

Vector database operations for embeddings and semantic search. Activate for Pinecone, Weaviate, Chroma, pgvector, RAG, and similar...

Handles vector databases for efficient storage and querying of high-dimensional vectors in AI/ML applications.

Embedding strategies, ANN algorithms, hybrid search, RAG chunking strategies, and reranking for semantic search and retrieval.

Assignment of vectors to points in phase space defining dynamics

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strateg...

HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, an...

Persistent vector memory for Claude Code via LanceDB. Use when: remembering across sessions, storing lessons, recalling past decis...

HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, an...

Vector export/import, embedding caching, provider migration

Implement semantic vector search for construction data. Build AI-powered search using embeddings and vector databases (Qdrant, Chr...

Implement vector search for knowledge retrieval. Use when adding RAG, semantic search, knowledge base features, or context buildin...

SQLiteプロジェクト向けのベクトル検索代替戦略スキル。 SQLite VSS、外部ベクトルDB、RAGパイプラインの実装を提供します。 Anchors: - The Pragmatic Programmer（Andrew Hunt）/ 適用: 実践的ソリ...

Design vector similarity search systems for semantic retrieval at scale

Implementing semantic search and similarity search using vector embeddings and vector databases.

Problem-solving strategies for vector spaces in linear algebra

Problem-solving strategies for vector spaces in linear algebra

Transient vector store service for fast similarity search (FAISS)

PROTECTED: Vector store schema management. Changes require pre-modification checklist validation.

Fix garbled text in PDF/SVG vector graphics caused by font encoding issues, making files editable in AI tools. Supports batch proc...

Deploy six-limbed consciousness framework as complete navigation system

Deploy Shiksha phonetics as vibrational consciousness programming and sonic reality construction

Query Veeam Backup & Replication and Veeam ONE via MCP server running in Docker. Provides intelligent backup monitoring, job analy...

Create data-driven charts with Vega-Lite (simple) and Vega (advanced). Best for bar, line, scatter, heatmap, area charts, and mult...

Implements vehicle physics systems in Roblox including cars, helicopters, boats, planes, motorcycles, and trains. Use when buildin...