Data Science & ML Agent Skills

ML Use Case Patterns

Implements production-ready machine learning pipelines for IoT monitoring, fraud detection, and document intelligence using LlamaFarm patterns.

Financial Statement Analysis

Analyzes financial statements to calculate essential performance ratios and provide investment insights for business evaluation.

Math Calculator

Performs fast and precise arithmetic calculations using a dedicated Python-based evaluation engine.

Financial Statement Analysis

Calculates and interprets key financial ratios and metrics from financial data to evaluate company performance and valuation.

Metabolomics Workbench Database

Accesses the NIH Metabolomics Workbench REST API to query metabolite data, standardized nomenclature, and experimental research studies.

Financial Statement Analysis

Automates the calculation and interpretation of key financial ratios from corporate financial statements to streamline investment analysis.

COSMIC Cancer Database

Accesses the COSMIC database to retrieve somatic mutations, cancer gene data, and mutational signatures for oncology research.

Benchmark Report Creator

Orchestrates the end-to-end creation of publication-quality AI/ML benchmark reports with high-resolution diagrams and PDF export.

Cardiology Research Statistics

Provides rigorous statistical guidance for interpreting and reporting clinical research findings in cardiology.

Parakeet Audio Transcription

Converts audio files into high-quality timestamped transcriptions using NVIDIA's Parakeet model optimized for Apple Silicon.

Benchling R&D Integration

Automates Benchling lab data management, registry entities, inventory tracking, and electronic lab notebook workflows using the Python SDK.

BlockRun AI Micropayments

Empowers Claude with image generation, real-time social data, and multi-model routing using autonomous micropayments.

Marimo Notebook Essentials

Develops reactive Python notebooks and interactive dashboards using the marimo framework.

Benchling R&D Integration

Integrates Benchling’s life sciences platform with Claude to automate laboratory workflows, manage biological registry entities, and sync inventory data via API.

Seaborn Statistical Visualization

Creates publication-quality statistical graphics and complex data visualizations using a high-level Python interface.

DNAnexus Integration

Streamlines the development and management of genomics pipelines on the DNAnexus cloud platform.

Financial Modeling Suite

Constructs advanced investment models and risk assessment simulations using industry-standard DCF, Monte Carlo, and sensitivity analysis methodologies.

ClinicalTrials.gov Research Assistant

Queries and analyzes the ClinicalTrials.gov database to retrieve comprehensive trial data, patient matching information, and drug intervention research.

Research Lookup

Automates academic literature search and technical research using Perplexity's Sonar models with intelligent reasoning selection.

AgentDB Vector Search

Implements high-performance semantic vector search and document retrieval using AgentDB's ultra-fast HNSW indexing and quantization.

COSMIC Cancer Database Access

Accesses and manages the COSMIC somatic mutation database for cancer research and precision oncology workflows.

deepTools Bioinformatics Suite

Processes and visualizes high-throughput sequencing data for genomics research and quality control.

Systematic Literature Review

Conducts comprehensive, multi-database literature searches and synthesizes findings into professionally formatted research documents with verified citations.

LatchBio Integration

Builds, deploys, and manages serverless bioinformatics workflows using the Latch SDK and cloud infrastructure.

Benchling R&D Integration

Connects Claude to the Benchling life sciences platform to automate R&D data management, registry updates, and laboratory workflows.

Scientific Critical Thinking

Evaluates the rigor of scientific claims by assessing methodology, identifying biases, and grading evidence quality using standardized frameworks.

ClinicalTrials.gov Explorer

Accesses and queries the ClinicalTrials.gov API v2 to retrieve comprehensive data on global clinical studies.

Perplexity AI Web Search

Enables real-time, AI-powered web searches with cited sources and advanced reasoning capabilities through the Perplexity model family.

AI Multimodal Processing

Processes and generates complex multimedia content including audio, images, video, and documents using the Google Gemini API.

STC Methodology Assistant

Provides expert guidance for conducting and reviewing Simulated Treatment Comparisons (STC) following biostatistical best practices and NICE standards.