Data Science & ML Agent Skills

Gemini AI CLI

Integrates Google's Gemini models directly into the terminal for one-shot Q&A, content generation, and text summarization.

Scientific Ideation & Research Brainstorming

Facilitates high-level scientific research through hypothesis generation, interdisciplinary analogy discovery, and methodological development.

Gemini CLI Integration

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

Video Processor & Transcriber

Automates video format conversion, audio extraction, and high-accuracy speech-to-text transcription using FFmpeg and Whisper.

Antibrittle Agent Patterns

Implements architectural principles for building reliable, long-running AI agents that recover gracefully from failure and maintain context integrity.

Quantitative Finance & Strategy Analyst

Builds sophisticated financial models and backtests algorithmic trading strategies with integrated risk management metrics.

Bayesian Modeling in R

Builds and analyzes robust Bayesian statistical models using Stan-based R packages like brms and rstanarm.

Hierarchical Memory System

Implements a multi-layered memory architecture based on Mem0 research to boost AI accuracy and persistence across sessions.

EdgarTools SEC Analysis

Accesses and analyzes real-time SEC filings and financial statements with token-efficient data retrieval.

Individual Participant Data (IPD) Meta-Analysis in R

Facilitates complex individual participant data (IPD) meta-analyses using tidy R workflows and advanced statistical modeling.

Excel & Financial Spreadsheet Master

Automates professional spreadsheet creation, complex financial modeling, and data analysis with full support for formulas, formatting, and error-free recalculation.

DBT Job Runner

Executes, monitors, and optimizes DBT data transformation pipelines with intelligent error handling and performance reporting.

Health Economics Analysis in R

Performs advanced health economic evaluations including cost-effectiveness analysis, Markov modeling, and sensitivity analysis using R.

Data Analysis Expert

Performs SQL data analysis, identifies trends, and generates comprehensive business intelligence reports directly within your workspace.

Paper Council

Transforms research papers and code repositories into high-quality, reusable AI skills through a multi-agent peer-review process.

R Survival Analysis Patterns

Implements comprehensive survival analysis workflows in R using tidy and traditional biostatistical frameworks.

Advanced Adaptive Clinical Trial Designs

Implements and simulates complex adaptive clinical trial designs using industry-standard R packages like adaptr, rpact, and RBesT.

DBT Semantic Query Expert

Translates natural language into precise DBT semantic layer queries with automated filtering, visualization, and context-aware data exploration.

Tidy ITC Analysis Workflow

Standardizes Indirect Treatment Comparison (ITC) analyses in R using tidy modeling principles and reproducible workflow patterns.

Modern R Development

Implements modern R programming practices, tidyverse patterns, and performance optimizations for data science workflows.

Neural Network Trainer

Executes and monitors neural network training runs using best-practice configurations and mandatory logging backends.

XLSX Spreadsheet Master

Automates the creation, editing, and analysis of professional Excel spreadsheets with advanced formula support and financial modeling standards.