3. Data, Science & AI

Automates creation of data-driven blog posts with content.mdx, data directories, and dashboard visualizations including charts and maps.

Converts ambiguous Japanese requirements into optimized Claude 4.5 prompts using archetype-driven design for precision and speed.

Provides essential utilities for Cloudflare Workers AI, enabling text generation, embeddings, image generation, and streaming capabilities.

Generates Belgian geographic maps including choropleth visualizations by region, province, and municipality using NIS codes for data representation.

Captures and processes PDF books to generate embeddings for AI knowledge base integration.

Searches press items in normalized NDJSON format, returning structured JSON with date, title, URL, and verbatim excerpts for LLM source verification.

Enables seamless data transfer, parameter passing, and memory file management between AI agents for coordinated multi-agent operations.

Creates WaveJSON timing diagrams for digital signals and provides HTML viewers for local rendering, aiding in signal timing documentation and protocol analysis.

Provides comprehensive technical reference for designing and implementing Oracle AI architecture solutions, including integration patterns and deployment strategies.

Provides standardized protocols and patterns for coordinating multiple AI agents to work collaboratively on complex tasks.

Provides SQL query utilities for Supabase database operations in Muma Estudio, handling relationships, product variations, and category filtering.

Searches and retrieves contextually relevant information from a vectorized knowledge base using Retrieval-Augmented Generation (RAG) technology.

Validates data mapper fields to prevent missing data in transformation workflows.

Provides precision prompting techniques tailored for Gemini 3 Pro to avoid common failures and maximize model strengths.

Generates and executes optimized SQL queries with validation and support for multiple database dialects.

Enables comprehensive spreadsheet creation, editing, and analysis with formula support, formatting, and data visualization capabilities.

Performs exploratory data analysis to uncover patterns and generate actionable insights from datasets.

Handles comprehensive spreadsheet operations including creation, editing, data analysis, formula recalculation, and visualization for .xlsx, .csv, and other formats.

Ingests and manages documents in vector knowledge bases for AI-driven semantic search and retrieval applications.

Specifies syntax and boundary constraints for invoking AI agents within system integrations.

Expert advisor for geological and planetary science, ensuring plausibility in crater geography, mineral deposits, and landscape evolution contexts.

Generates clear and insightful data visualizations and charts to effectively communicate data-driven findings and trends.

Reviews PostgreSQL/Drizzle database schema for normalization, indexing, query patterns, and migration safety to ensure optimal performance and maintainability.

Routes routine AI tasks to the most cost-effective model (e.g., Gemini, Claude) via MCP server, optimizing operational costs across AI services.