Data Science & ML Agent Skills

PyTorch Best Practices & Patterns

Implements idiomatic PyTorch patterns for building robust, efficient, and reproducible deep learning models and training workflows.

PyTorch Development Patterns

Implements idiomatic PyTorch best practices for building robust model architectures, efficient data pipelines, and reproducible training loops.

Video Intelligence & Automation (VideoDB)

Enables Claude to see, index, search, and programmatically edit video, audio, and live desktop sessions.

fal.ai Media Generation

Generates high-quality images, videos, and audio content directly within Claude using the fal.ai MCP server and state-of-the-art AI models.

Inventory Demand Planning

Optimizes retail inventory management through advanced demand forecasting, safety stock calculation, and strategic replenishment planning.

Inventory & Demand Planning

Optimizes multi-location retail inventory through demand forecasting, safety stock calculation, and replenishment planning.

Fal.ai Media Generator

Generates professional-grade images, videos, and audio directly within Claude Code using the fal.ai MCP integration.

Agent Harness Optimizer

Optimizes AI agent tool definitions and observation formatting to increase task completion rates and reliability.

Agent Harness Architect

Optimizes AI agent action spaces, tool definitions, and observation formats to maximize task completion rates and reliability.

Cost-Aware LLM Pipeline

Optimizes LLM API expenses through intelligent model routing, immutable budget tracking, and efficient prompt caching patterns.

PyTorch Docstring Formatter

Generates and formats standardized PyTorch docstrings following Sphinx and reStructuredText conventions.

Placekey Automation

Automates physical location identification and data normalization using the Placekey universal identifier system via Rube MCP.

Google Cloud Vision Automation

Automates image recognition, OCR, and visual analysis tasks using Google Cloud Vision through the Rube MCP server.

Google Cloud Vision Automation

Automates advanced computer vision tasks and image analysis workflows through Google Cloud Vision and Rube MCP.

Google Cloud Vision Automation

Automates advanced computer vision tasks and image analysis using Google Cloud Vision via Rube MCP.

Placekey Automation

Automates location data normalization and Placekey ID generation using the Rube MCP for seamless geospatial workflows.

Google Cloud Vision Automation

Automates image analysis and computer vision tasks using Google Cloud Vision through the Rube MCP server.

Google Cloud Vision Automation

Automates advanced image analysis, OCR, and visual data extraction using Google Cloud Vision via Rube MCP.

Extracta AI Automation

Automates structured data extraction from unstructured content using Extracta AI and Rube MCP.

Placekey Automation

Automates geospatial data normalization and universal location identification using the Placekey toolkit.

Google Cloud Vision Automation

Automates advanced image analysis and computer vision tasks using Google Cloud Vision via the Rube MCP server.

Placekey Automation

Automates Placekey identification and geospatial data normalization within Claude AI workflows.

Google Cloud Vision Automation

Automates advanced image analysis and visual data extraction using Google Cloud Vision through the Rube MCP.

Google Cloud Vision Automation

Automates advanced image analysis, OCR, and visual detection tasks by integrating Google Cloud Vision with Claude via Rube MCP.

Google Cloud Vision Automation

Automates advanced image analysis, OCR, and visual data extraction tasks using Google Cloud Vision via Rube MCP.

Placekey Automation

Automates physical location indexing and address normalization using the Placekey universal identifier standard.

Big Data Cloud Automation

Automates Big Data Cloud operations and data enrichment tasks through Rube MCP and Composio.

Honeyhive Automation

Automates AI model evaluation, monitoring, and prompt management workflows within Honeyhive via the Rube MCP.

Stormglass IO Automation

Automates the retrieval and management of marine weather, tide, and oceanic data from Stormglass.io using Rube MCP.

Honeyhive Automation

Automates LLM evaluation, monitoring, and prompt management workflows within Honeyhive via the Rube MCP.