Data Science & ML Agent Skills

Research Paper Finder

Discovers, prioritizes, and manages academic research papers for systematic literature reviews and methodology research.

Paper Finder

Streamlines academic literature review and research paper discovery with automated prioritization and screening workflows.

Agent Data Processor

Processes and prepares data files for AI agent testing and deployment workflows.

Bayesian Hierarchical Modeling

Implements hierarchical and multilevel Bayesian models with optimized parameterizations for robust statistical inference.

LoCoMo Memory Benchmark

Evaluates long-term conversational memory performance using the ACL 2024 LoCoMo benchmark suite.

Vercel AI SDK Integrator

Implements modern AI patterns including streaming responses, tool calling, and structured outputs using the Vercel AI SDK.

Data Analysis Problem Definition

Defines business problems, designs KGI/KPI frameworks, and establishes testable hypotheses for data-driven decision making.

Data Context Manager

Establishes and maintains project context by analyzing data files and business documents to define analysis goals and constraints.

Gödel Machine Self-Optimizer

Implements self-improving code architectures that use formal proofs and evolutionary search to safely enhance system utility.

OpenRouter & Grok Researcher

Researches OpenRouter API specifications and Grok model capabilities to optimize LLM integrations and vision-based evaluation workflows.

Media Generation

Generates high-quality AI images and videos using fal.ai models integrated via Cloudflare AI Gateway.

Datarails Anomaly Detection Report

Generates comprehensive data quality assessment reports with automated anomaly detection for Datarails Finance OS tables.

Datarails Table Profiling

Profiles Datarails Finance OS table fields to analyze numeric statistics, categorical distributions, and data quality metrics.

Excel DCF Modeler

Builds professional-grade discounted cash flow (DCF) valuation models in Excel with automated financial projections and sensitivity analysis.

Scientific Research Brainstorming

Accelerates scientific discovery by generating hypotheses, identifying research gaps, and facilitating interdisciplinary ideation through structured collaborative dialogue.

Marketing Research & Insights

Provides expert guidance on marketing research methodology, survey design, and statistical data analysis frameworks.

Geohash Coloring Skill

Implements hierarchical spatial indexing with deterministic GF(3) color derivation for geospatial analysis and visualization.

Honeydew Data Query & Analysis

Queries, analyzes, and explores complex data through the Honeydew semantic layer using natural language or structured fields.

Marimo Reactive Notebooks

Builds and manages reactive Python notebooks and data applications using the marimo framework.

Benchmark Report Creator

Orchestrates the creation of publication-quality AI and ML benchmark reports with high-resolution diagrams and professional PDF exports.

Data Filtering & Expressions

Applies precise data filtering and conditional logic across Honeydew perspectives, metrics, and attributes using standardized SQL syntax.

Aristotle Math Prover

Formally verifies mathematical statements and generates Lean 4 proofs using Harmonic's Aristotle engine.

Jupyter Notebook Manager

Programmatically creates, edits, and optimizes Jupyter and Google Colab notebooks with precise JSON formatting and metadata management.

Excel Data Analysis

Analyzes, manipulates, and visualizes Excel spreadsheets using Python-based automation to generate insights and formatted reports.

Veo 3.1 Consistent Video Generation

Generates high-quality videos with consistent subject appearance using Google’s Veo 3.1 model and reference images.

Bayesian Modeling in R

Performs comprehensive Bayesian statistical modeling and posterior analysis using Stan-based R packages like brms and rstanarm.

Stock Analyzer

Performs professional financial stock analysis using technical indicators, automated chart generation, and news sentiment tracking.

Real-World Evidence Analysis in R

Generates real-world evidence from observational data using advanced R-based causal inference and target trial emulation techniques.

Local Audio Transcription

Transcribes MP3, WAV, and M4A audio files into text using hardware-accelerated MLX Whisper on Apple Silicon.

Tidymodels Code Review Patterns

Analyzes R machine learning code to detect data leakage, resampling violations, and workflow anti-patterns using tidymodels principles.