Data Science & ML Agent Skills

Survey Report Builder

Automates the generation of professional Quarto PDF reports and PowerPoint presentations from CSV survey data.

Thematic Analysis

Performs systematic qualitative thematic analysis on document collections to extract deep structural insights and categorized themes.

Financial Researcher

Conducts autonomous, institutional-grade financial analysis using multi-guru perspectives and advanced composite scoring.

Ground Truth Labeling

Establishes rigorous and defensible ground truth labels for evaluation datasets based on authoritative guidelines.

SSW Solar Machine Learning

Develops and deploys deep learning models for solar physics using preprocessed Sun and Space Weather data.

Solar Data Visualization (SSW-Viz)

Visualizes solar observation data, EUV imagery, and machine learning model outputs using SunPy and Matplotlib.

Pegasus Workflow Scaffolder

Automates the creation of production-grade Pegasus scientific workflows from high-level pipeline descriptions.

Excel Interactive Agent

Enables Claude to interactively explore, analyze, and modify open Microsoft Excel workbooks using natural language commands.

Academic Review Training Extractor

Extracts structured training pairs from academic peer reviews and source documents to build high-quality datasets for LLM fine-tuning.

Multi-Agent System Optimizer

Optimizes multi-agent AI systems through intelligent coordination, performance profiling, and cost-aware orchestration.

ctrlsys Control Theory & Systems Engineering

Provides expert guidance on control system design, analysis, and identification using the ctrlsys library.

Aristotle Mathematical Prover

Verifies mathematical claims and generates Lean 4 formal proofs or counterexamples using the Harmonic Aristotle API.

Convolutional Debate Agent

Enhances decision-making through a multi-model adversarial reasoning protocol and reliability-weighted aggregation.

GEPS v5: Evolutionary Portfolio Search

Automates multi-stage research idea generation and evaluation using graph-guided search and tournament-style ranking.

Hummingbot Trading Bot Expert

Provides comprehensive assistance for building, configuring, and optimizing automated crypto trading strategies using the Hummingbot framework.

gnomAD Genomics & Variant Analysis

Queries the Genome Aggregation Database (gnomAD) for population allele frequencies, variant consequences, and gene constraint metrics.

Research Brief Architect

Generates comprehensive multi-LLM research strategies and model-optimized prompts for systematic analysis and strategic planning.

Agent Data Processor

Processes and prepares data files for AI agent testing and deployment workflows.

Theory2 Physics & Math Tooling

Performs advanced mathematical physics computations, symbolic algebra, and automated theorem proving using the Theory2 suite.

Regression Analysis Helper

Automates statistical regression modeling and data analysis workflows to derive actionable business insights from complex datasets.

Gemini CLI Integration

Integrates Google Gemini CLI capabilities into Claude Code for advanced code analysis, automated refactoring, and multi-model workflows.

Scientific Schematics AI

Generates publication-quality scientific diagrams and architectural schematics using smart iterative AI refinement.

Scientific Critical Thinking

Evaluates research rigor by assessing methodology, statistical validity, and evidence quality using industry-standard frameworks like GRADE and Cochrane.

Databricks Reference Architecture

Implements production-ready Databricks Lakehouse architectures using the medallion pattern, Unity Catalog, and Delta Lake.

Placekey Automation

Standardizes and automates physical location data processing using universal Placekey identifiers via Rube MCP.

Aryn Automation

Automates high-fidelity document processing and unstructured data ETL workflows using the Aryn toolkit via Rube MCP.

Google Cloud Vision Automation

Automates advanced image analysis and computer vision workflows using Google Cloud Vision through the Rube MCP bridge.

Wolfram Alpha API Automation

Automates complex computational queries and scientific data retrieval through the Wolfram Alpha knowledge engine using Rube MCP.

Mistral AI Automation

Automates Mistral AI workflows by managing document libraries for RAG, handling file uploads for fine-tuning, and tracking model training jobs.

Mistral AI Automation

Automates Mistral AI workflows including file management, model fine-tuning, and document library creation for RAG-enabled agents.