Data Science & ML Agent Skills

Excel & Financial Modeling

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

LLM Prompt Architect

Architects high-performance prompts and structured system instructions to optimize Large Language Model accuracy and reliability.

BlockRun for Claude

Extends Claude’s capabilities with real-time X/Twitter data, AI image generation, and multi-model routing via an integrated micro-payment wallet.

ArXiv Paper Search & Summarize

Searches and summarizes academic papers from ArXiv to provide concise, structured insights on research topics and specific studies.

Academic Research Engineer

Applies uncompromising scientific rigor and theoretical correctness to complex software engineering and high-performance computing tasks.

Voice Agent Architect

Architects high-performance voice AI systems with optimized latency, natural turn-taking, and robust speech-to-speech workflows.

Synapse Specialized Actions

Streamlines Machine Learning workflows with specialized base classes for training, inference, data export, and deployment.

Project Designer

Transforms initial software concepts into comprehensive, well-architected technical designs and implementation roadmaps.

Synapse Plugin Execution

Facilitates the programmatic execution and discovery of Synapse plugins across local and distributed environments.

Synapse Action Development

Streamlines the creation of Synapse plugin actions using function-based and class-based patterns with built-in Pydantic validation.

Benchling R&D Integration

Automates laboratory data management and R&D workflows by integrating Benchling's registry, inventory, and ELN systems via Python SDK and REST API.

D3.js Data Visualization

Creates sophisticated, interactive, and publication-quality data visualizations using the D3.js library across any JavaScript environment.

Yzma Local AI for Go

Integrates local LLM inference into Go applications using the yzma library and llama.cpp.

Scientific Schematics

Generates publication-quality scientific diagrams and technical schematics with automated AI quality review and smart iteration.

Trend Monitor

Scans data science and tech news sources to discover trending topics and generate actionable content pitches.

Biomni Biomedical Agent

Executes complex biomedical research tasks including genomics analysis, drug discovery, and clinical interpretation via autonomous AI agents.

Voice AI Development Architect

Builds low-latency, production-grade voice applications using real-time APIs, advanced synthesis, and streaming transcription services.

Academic Research Engineer

Implements high-performance systems and complex algorithms with absolute scientific rigor and formal correctness.

PyTorch Docstring Writer

Generates and updates professional PyTorch-style docstrings using Sphinx and reStructuredText conventions.

LLM Evaluation & Metrics

Implements comprehensive evaluation frameworks for LLM applications using automated metrics, human feedback, and LLM-as-judge patterns.

Excel & Financial Modeling Pro

Automates spreadsheet creation, complex financial modeling, and data analysis with professional formatting and formula integrity.

LangChain4j Spring Boot Integration

Integrates LangChain4j into Spring Boot applications using auto-configuration and declarative AI Services.

Complex R Targets Pipelines

Orchestrates advanced R data pipelines using complex branching patterns, custom target factories, and efficient iteration strategies.

Trading Performance Analysis

Analyzes Interactive Brokers CSV statements to uncover trading edges, identify risk management patterns, and generate professional performance reports.

CSV Data Summarizer

Analyzes CSV files to provide immediate statistical summaries and automated data visualizations using Python and pandas.

ENA Bioinformatics & Genomics Data

Accesses and retrieves nucleotide sequences, raw reads, and genome assemblies from the European Nucleotide Archive (ENA) via REST APIs and FTP.

ArXiv Paper Search & Summarize

Searches and summarizes academic research papers from ArXiv to provide structured insights and latest field developments.

ArXiv Paper Search & Summarizer

Searches, retrieves, and summarizes academic papers from arXiv to streamline research and literature reviews.

AI Prompt Optimizer

Refines and compresses LLM prompts to minimize token usage and maximize response quality.

Genome Analyzer

Analyzes and processes genomic data sequences to extract biological insights and automate bio-informatics workflows.