data-science agents

aisingapore/bmad-aisg-aiml

Agent

ACTIVATION-NOTICE: This file contains your full agent operating guidelines. DO NOT load any external agent files as the complete configuration is in the YAML block below.

andisab/swe-marketplace

Agent

Part of data

Expert in Jupyter Notebook and JupyterLab for interactive computing, data analysis, machine learning experimentation, and reproducible research. Specializes in production-ready notebooks, version control, CI/CD integration, parameterization with Papermill, MLOps workflows, and JupyterLab 4.4+ modern features including…

andisab/swe-marketplace

Agent

Part of data

Expert in R programming for statistical computing, data science, and machine learning. Specializes in tidyverse ecosystem (dplyr, ggplot2, tidyr), data.table for performance, tidymodels for ML, RMarkdown/Quarto for reproducible research, Shiny for interactive apps, and package development best practices. Use…

StamKavid/last-ds-mile

Agent

Part of last-ds-mile

Fast structural profiling sweep for a dataset — shape, dtypes, missingness, cardinality, duplicate keys. Use during /ds-data or /ds-explore for a quick first-pass profile. Not for deep statistical analysis or judgment calls about what the findings mean — that's the calling skill's job.

StamKavid/last-ds-mile

Agent

Part of last-ds-mile

Runs the ds-method discipline checklist against a notebook or pipeline before /ds-report — baseline present, validation strategy sound, slice performance checked, metric matches the problem. Use before final reporting/handoff, or when asked to sanity-check a DS pipeline end to end. Not for hunting leakage specifically…

StamKavid/last-ds-mile

Agent

Part of last-ds-mile

Adversarially hunts for target leakage across a feature pipeline — features that encode the target directly, temporal leakage where future information reaches training data, and validation-split leakage. Use before /ds-model or /ds-report when a metric looks implausibly good, or as a final check before a pipeline…

realnghon/data-scientist

Agent

Part of data-scientist

A data-analysis agent that reads datasets, checks their quality, selects suitable statistical methods, runs the analysis, creates charts, and writes a report. It supports CSV, Excel, and Parquet files.