Data & Analytics

RAG (Retrieval Augmented Generation) & Vector Database expert. Covers document loading, chunking strategies, embedding models, vector databases (Pinecone, Weaviate, Qdrant, ChromaDB, pgvector, Milvus), retrieval strategies, query transformation, RAGAS evaluation, multi-modal RAG, and production deployment patterns.

Google Weather API - accurate, real-time weather data. Get current conditions, temperature, humidity, wind, and forecasts. Powered by Google's Weather API for reliable, hyperlocal data updated every 15 minutes. Supports any location worldwide.

Expert in Next.js 14+ App Router, Server Components, and Server Actions. Use when building Next.js applications, implementing SSR/SSG, or configuring dynamic routing and data fetching. Covers streaming, caching strategies, middleware, and deployment optimization.

Synchronize construction digital twins with real-time data. Connect BIM models with IoT sensors, progress updates, and field data for live project visualization and monitoring.

Encode, decode, and convert between data formats. Use when working with Base64, URL encoding, hex, Unicode, JWT tokens, hashing, checksums, or converting between serialization formats like JSON, MessagePack, and protobuf wire format.

Manage Cloudflare via API — DNS zones and records, page rules, SSL/TLS settings, caching, firewall rules, Workers, and analytics. Free tier includes DNS, CDN, DDoS protection, and SSL.

Monitoring earthquake data in Indonesia using BMKG official data. Use when the user asks for the latest earthquake, felt earthquakes, or information about a specific seismic event in Indonesia.

Kafka Connect integration expert. Covers source and sink connectors, JDBC, Elasticsearch, S3, Debezium CDC, SMT (Single Message Transforms), connector configuration, and data pipeline patterns. Activates for kafka connect, connectors, source connector, sink connector, jdbc connector, debezium, smt, data pipeline, cdc.

Query Polymarket prediction markets. Use for questions about prediction markets, betting odds, market prices, event probabilities, or when user asks about Polymarket data.

Generic long-term memory (LTM) operations for OpenClaw using Notion (2025-09-03 data_sources). Bootstrap a Notion LTM database, write durable memories (decisions/preferences/gotchas), and search/recall them later.

Create visualizations for construction data. Generate charts, graphs, heatmaps, and interactive dashboards using Matplotlib, Seaborn, and Plotly for project analysis and reporting.

Comprehensive verification system for construction automation deliverables. Use after completing estimates, schedules, reports, or data processing tasks to ensure quality.