Data Science & ML Agent Skills

Mem0 Memory Optimization

Optimizes Mem0 performance through advanced query tuning, multi-layer caching strategies, and cost-reduction patterns.

Transformers for AI & ML

Integrates Hugging Face Transformers for advanced natural language processing, computer vision, and audio tasks.

IEEE PES Paper Reviewer

Provides specialized technical auditing and compliance reviews for Physics-Guided GNN research papers targeting IEEE Power & Energy Society submissions.

deepTools NGS Analysis

Facilitates high-throughput sequencing data analysis, visualization, and quality control for genomics workflows.

Agent Orchestration Patterns

Implements robust multi-agent systems using Pydantic tool schemas, state management, and advanced orchestration patterns.

Statsmodels Statistical Analysis

Performs rigorous statistical modeling, econometric analysis, and hypothesis testing using the Python statsmodels library.

Unsloth TTS Fine-Tuning

Optimizes Text-to-Speech model training and voice cloning using the Unsloth library for faster performance and lower VRAM usage.

Scientific Peer Review Toolkit

Provides a systematic framework for evaluating scientific manuscripts, research grants, and technical methodologies with rigorous critical analysis.

ENA Database Explorer

Interfaces with the European Nucleotide Archive to retrieve genomic sequences, raw reads, and metadata for bioinformatics workflows.

Scientific Literature Review

Automates the end-to-end process of conducting systematic literature reviews and generating academic-grade reports with verified citations.

Excel & Financial Modeling

Automates the creation, editing, and analysis of professional-grade Excel spreadsheets with dynamic formulas and industry-standard formatting.

Open Targets Database Integration

Queries the Open Targets Platform to identify and prioritize therapeutic drug targets using genetic and clinical data.

LatchBio Bioinformatics Integration

Builds and deploys serverless bioinformatics workflows using the Latch SDK and cloud-native infrastructure.

Scientific Resource Detector

Detects hardware capabilities and provides optimized computational strategies for resource-intensive scientific tasks.

ReasoningBank Intelligence

Implements adaptive learning and meta-cognitive capabilities to help AI agents optimize strategies through experience and pattern recognition.

Scientific Critical Thinking

Evaluates research rigor and methodology to assess the validity of scientific claims and experimental designs.

Scientific Visualization

Generates publication-ready, journal-standard scientific figures and multi-panel layouts using Matplotlib, Seaborn, and Plotly.

Clinical Decision Support Writer

Generates professional, evidence-based clinical decision support documents and pharmaceutical cohort analyses in publication-ready LaTeX format.

Agentica Multi-Agent Spawn

Instantiates sophisticated multi-agent architectures to handle complex reasoning, research, and implementation tasks.

Reactome Biological Pathways

Queries the Reactome database to perform biological pathway analysis, gene enrichment, and molecular interaction mapping for systems biology research.

Scientific Critical Thinking

Evaluates the rigor of scientific research by assessing methodology, statistical validity, and potential biases using established frameworks like GRADE and Cochrane.

MarkItDown File-to-Markdown Converter

Converts diverse file formats and office documents into clean, LLM-ready Markdown for improved AI processing.

AgentDB Vector Search

Implements high-performance semantic vector search and intelligent document retrieval for RAG-based Claude Code workflows.

LLM Model Selection & Provider Management

Optimizes LLM performance and reliability through automated model selection, cost estimation, and intelligent fallback strategies.

AI Multimodal Processing

Integrates Google Gemini's multimodal capabilities to process audio, video, images, and documents directly within the Claude Code environment.

GrepAI Workspace Manager

Manage GrepAI semantic search workspaces including creation, project management, and indexing status monitoring.

AgentDB Memory Patterns

Manages persistent AI agent memory and reasoning patterns using high-performance vector storage and learning algorithms.

NumPy String Operations

Performs high-performance, vectorized string manipulation and text cleaning using NumPy's specialized string modules.

GrepAI Embedder Config

Configures and troubleshoots embedding providers and models for the GrepAI semantic search tool.

Google Gemini AI & Multimodal Tools

Integrates Google Gemini's multimodal analysis, massive context processing, and image generation capabilities directly into Claude Code.