Experiment Tracker
Logs ML experiment runs, generates leaderboards, and compares experiments locally using JSON and notebooks. Use when the user wants to track, log, compare, or view ML experiments, model runs, or training results.
Paper To Code
Reads a research paper and generates an implementation notebook with equations, code, and a toy example. Use when the user wants to implement a paper, convert a paper to code, or reproduce a paper's algorithm.
Auto Eda
Generates a narrative exploratory data analysis notebook from a dataset file. Use when the user wants to explore, analyze, profile, or understand a dataset, or mentions EDA, data exploration, or data profiling.
Dataset Doctor
Diagnoses data quality problems and generates a health report notebook. Use when the user wants to check data quality, detect data leakage, find data drift, check for imbalance, multicollinearity, or assess dataset health.
Sql Optimizer
Analyzes SQL queries and generates an optimization report notebook with explanations, identified issues, and rewritten queries. Use when the user wants to optimize, explain, improve, or debug a SQL query, or mentions query performance, slow queries, or SQL optimization.