Data Science & ML Agent Skills

Product Feedback Analyzer

Analyzes and prioritizes raw user feedback into structured summaries and actionable insights using advanced pattern recognition.

Analyze Bill Short

Extracts overt and covert legislative intent from bill text to identify hidden agendas and potential gotchas.

Research Paper Analyzer

Analyzes research papers to evaluate scientific rigor, summarize key findings, and assess study quality using structured metrics.

Sherlock Freud Mind Modeler

Builds a comprehensive psychological model of a subject by combining meticulous deductive logic with psychoanalytic depth.

Personality Analysis Profiler

Analyzes text inputs to provide deep psychological profiling and behavioral insights on individuals.

Predict Person Actions

Analyzes psychological profiles and situational challenges to predict an individual's likely behavior and reactions.

Cognitive Pattern & Mistake Analysis

Analyzes historical thinking patterns and past errors to identify potential biases and improve the accuracy of current predictions.

Investigation Visualization & Intelligence Mapping

Transforms complex investigation data into detailed, professional GraphViz diagrams and structured intelligence analysis reports.

Advanced Excel & Spreadsheet Manager

Automates the creation, editing, and formatting of professional Excel spreadsheets and financial models with dynamic formulas.

Airflow DAG Design Patterns

Builds production-grade Apache Airflow pipelines using industry-standard best practices for orchestration and reliability.

JAX Scientific Computing

Accelerates Python and NumPy programs using composable transformations for high-performance machine learning and scientific simulations.

Adaptyv Protein Validation

Automates protein testing and validation by connecting computational designs to cloud-based laboratory experiments and optimization tools.

Arboreto GRN Inference

Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.

Astropy for Claude Code

Streamlines astronomical data analysis and astrophysical research using the core Astropy Python ecosystem.

Cirq Quantum Computing

Builds, simulates, and optimizes quantum circuits for various quantum hardware platforms using Google's Cirq framework.

ClinicalTrials.gov Database

Queries the ClinicalTrials.gov API v2 to search, filter, and export comprehensive clinical trial data for research and analysis.

ENA Database Access

Accesses and retrieves nucleotide sequences, raw reads, and genome assemblies from the European Nucleotide Archive for bioinformatics workflows.

deepTools NGS Analysis

Processes and analyzes high-throughput sequencing data (NGS) to generate publication-quality visualizations and quality control metrics.

Scientific Slides

Streamlines the creation of visually engaging, research-backed scientific presentations for conferences, seminars, and academic defenses.

RAG Implementation Expert

Build and optimize Retrieval-Augmented Generation (RAG) systems using vector databases, embeddings, and sophisticated semantic search patterns.

Scientific Hypothesis Generator

Formulates testable scientific hypotheses and experimental designs supported by literature synthesis and publication-quality schematics.

Genomic Machine Learning (Geniml)

Builds machine learning models and unsupervised embeddings for genomic interval data and BED file collections.

Scikit-learn Machine Learning

Builds, evaluates, and deploys production-ready machine learning models using the industry-standard Python scikit-learn library.

Pymoo Optimization Framework

Solves complex single and multi-objective optimization problems using state-of-the-art evolutionary algorithms and visualization tools.

HMDB Scientific Database Access

Access and interpret the Human Metabolome Database for metabolite identification, biomarker discovery, and clinical chemistry research.

Scanpy Single-Cell Analysis

Analyzes single-cell RNA-seq data with standardized workflows for quality control, clustering, and cell type annotation.

RCSB PDB Structure Access

Enables seamless programmatic access to the RCSB Protein Data Bank for searching, retrieving, and analyzing 3D molecular structures.

LabArchives Integration

Automates Electronic Lab Notebook workflows through the LabArchives REST API for research data management and backup.

PubChem Chemical Informatics

Queries the PubChem database to retrieve chemical structures, molecular properties, and bioactivity data for cheminformatics workflows.

Qiskit Quantum Computing

Accelerates quantum circuit development, hardware transpilation, and algorithm execution using the industry-standard Qiskit SDK.