indexing AI Agent Skills

Elasticsearch Testing Patterns

71

PramodDutta

Elasticsearch testing including index management, query validation, mapping verification, bulk operation testing, and search relevance scoring.

Database Performance Testing

71

PramodDutta

Database performance testing including query optimization, index analysis, connection pooling, slow query detection, and N+1 query prevention.

photo-content-recognition-curation-expert

43

curiositech

Expert in photo content recognition, intelligent curation, and quality filtering. Specializes in face/animal/place recognition, perceptual hashing for de-duplication, screenshot/meme detection, burst photo selection, and quick indexing strategies. Activate on 'face recognition', 'face clustering', 'perceptual hash', 'near-duplicate', 'burst photo', 'screenshot detection', 'photo curation', 'photo indexing', 'NSFW detection', 'pet recognition', 'DINOHash', 'HDBSCAN faces'. NOT for GPS-based location clustering (use event-detection-temporal-intelligence-expert), color palette extraction (use color-theory-palette-harmony-expert), semantic image-text matching (use clip-aware-embeddings), or video analysis/frame extraction.

database-management-patterns

40

manutej

Comprehensive guide for database management patterns covering PostgreSQL and MongoDB including schema design, indexing, transactions, replication, and performance tuning

PostgreSQL Database Administration

40

manutej

Comprehensive PostgreSQL database administration skill for customer support tech enablement, covering database design, optimization, performance tuning, backup/recovery, and advanced query techniques

postgres-optimization

30

SimHacker

Unconventional PostgreSQL optimization techniques

Database Design Expert

25

martinholovsky

Expert in database schema design with focus on normalization, indexing strategies, FTS optimization, and performance-oriented architecture for desktop applications

vector-search-workflows

15

bobmatnyc

Vector search indexing and querying workflows using MCP Vector Search, including setup, reindexing, auto-index strategies, and MCP integration.

MongoDB

15

bobmatnyc

MongoDB — NoSQL document database with flexible schema design, aggregation pipelines, indexing strategies, and Spring Data integration

PostgreSQL Performance Optimization

10

bobmatnyc

Production-grade PostgreSQL query optimization, indexing strategies, performance tuning, and modern features including pgvector for AI/ML workloads. Master EXPLAIN plans, query analysis, and database design for high-performance applications