Data Science & ML Agent Skills

Prompt Engineering Expert

Optimizes and crafts high-performance LLM prompts using research-backed techniques like Chain-of-Thought and Few-Shot learning.

ML API Endpoint Expert

Streamlines the design and deployment of production-grade machine learning inference endpoints using FastAPI and Docker.

LatchBio Integration

Builds and deploys serverless bioinformatics workflows on the Latch platform using Python-native SDKs.

ClinicalTrials.gov Explorer

Queries the ClinicalTrials.gov API v2 to search, filter, and export detailed clinical study data for research and patient matching.

BioRxiv Preprint Research Tool

Searches and retrieves life sciences preprints from the bioRxiv database with advanced filtering and PDF download capabilities.

COSMIC Cancer Genomics

Accesses and queries the world's largest database of somatic mutations and curated cancer genes for research and precision oncology.

Data Visualization Creator

Generates professional plots, charts, and graphs automatically by analyzing data structures and selecting the optimal visualization type.

COSMIC Cancer Mutation Database

Accesses the world's largest database of somatic mutations for cancer research and precision oncology data analysis.

DNAnexus Integration

Integrates Claude with the DNAnexus platform to develop genomics apps, manage sequencing data, and orchestrate bioinformatics pipelines.

Pymatgen Materials Genomics

Streamlines materials science research by providing advanced tools for crystal structure manipulation, phase diagram construction, and electronic structure analysis.

Cosmic Cancer Mutation Database

Accesses and integrates the world's largest somatic mutation database for cancer genomics and precision oncology research.

LangGraph Builder

Constructs sophisticated, stateful AI agent workflows and graph-based logic using LangGraph best practices.

Moon Dev AI Trading Agents

Orchestrates a fleet of over 48 specialized AI agents for autonomous cryptocurrency trading, market analysis, and risk management across multiple exchanges.

Cosmic Cancer Database Integration

Streamlines access to the COSMIC database for retrieving somatic mutations, cancer gene census lists, and mutational signatures for oncology research.

Multi-Provider LLM Integration

Integrates multiple LLM providers using isolated interfaces and normalized data structures for consistent AI implementation.

Moon Dev Trading Agents

Orchestrates over 48 specialized AI agents for autonomous cryptocurrency trading and market analysis across multiple decentralized exchanges.

OpenAlex Academic Database

Query and analyze over 240 million scholarly works using the OpenAlex open academic database.

NLP Text Analyzer

Performs advanced natural language processing to extract insights, sentiment, and key topics from text data.

Model Registry Maintainer

Maintains and updates LLM model registries, pricing structures, and context window limits across backend configuration files.

FlowIO FCS File Handler

Parses and manages Flow Cytometry Standard (FCS) files to extract event data as NumPy arrays and handle complex metadata.

Financial Modeling Suite

Builds professional-grade financial models including DCF analysis, Monte Carlo simulations, and multi-scenario investment projections.

ADK Real-Time Streaming Patterns

Configures Google ADK bidirectional streaming to build low-latency, multimodal AI agents with real-time voice and video capabilities.

Time Series Forecaster

Automates complex time-series forecasting pipelines including trend analysis, seasonality detection, and multi-model predictions.

RDKit Cheminformatics

Performs advanced molecular modeling and cheminformatics tasks including descriptor calculation, fingerprinting, and substructure searching.

SAM3 Image Segmentation API

Provides standardized API patterns and implementation guidance for Meta's Segment Anything Model 3 (SAM3) across image and video tasks.

Scanpy Single-Cell Analysis

Analyzes single-cell RNA-seq data using Python for quality control, clustering, and cell type annotation.

AgentDB Vector Search

Implements ultra-fast semantic vector search and HNSW indexing for high-performance RAG systems and intelligent document retrieval.

Denario Scientific Research Assistant

Automates end-to-end scientific research workflows from initial data analysis to publication-ready LaTeX manuscripts.

Denario Scientific Research Agent

Automates the end-to-end scientific research lifecycle from data analysis and hypothesis generation to publication-ready LaTeX manuscripts.

AutoML Optimizer

Automates hyperparameter tuning and model selection using intelligent search strategies like Bayesian optimization.