data science agents

75 tagged data science, measured the same way as everything else here.

Browse within: data-analysis 44Optimization 35claude-ai 35data 35machine-learning 21python 9jupyterlab 7data-visualization 6deep-learning 6ipython-notebook 6jupyter-notebook 6kaggle 6ai-ethics 5ai-singapore 5

qa-testing-feature

01

streamlit/streamlit

Agent Claude Code

Performs QA testing on the feature implemented in the current branch. Reads specs, docs, and API docstrings, creates a QA test plan, executes tests using Playwright against a debug server, and generates a report with found issues. Use after implementing a feature to validate it meets requirements before finalizing a…

46k +15 today A 67 tokens original Apache-2.0

streamlit/streamlit

Agent Claude Code

Review the current branch's changes for code quality, test coverage, security, best practices, and product/API alignment. Use when asked to perform a code review.

46k +15 today A 38 tokens original Apache-2.0

streamlit/streamlit

Agent Claude Code

Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Focuses on changes in the current branch.

46k +15 today A 33 tokens original Apache-2.0

buildkite-expert

04

dagster-io/dagster

Agent Claude Code

Comprehensive Buildkite CI/CD expert for status checks, build introspection, and failure diagnosis. Handles everything from simple status queries to deep error analysis. Examples: Context: User wants to know the current build status. user: 'What's the status of my PR in Buildkite?' assistant: 'I'll use the…

16k 3d ago A 358 tokens original Apache-2.0

dagster-io/dagster

Agent Claude Code

Use this agent when you need to audit changed files for compliance with coding standards defined in CLAUDE.md. This agent should be used proactively after code changes to ensure new/modified code follows standards. Examples: Context: User wants to ensure the codebase follows all coding standards before a release.…

16k 3d ago A 252 tokens original Apache-2.0

pr-update-expert

06

dagster-io/dagster

Agent Claude Code

Expert agent for updating GitHub PRs through optimized AI workflow. Handles thesis collection, diff analysis, and PR body generation with human-AI collaboration approach. Examples: Context: User wants to update their PR with latest changes. user: '/aiupdatepr' assistant: 'I'll use the pr-update-expert agent to update…

16k 3d ago A 184 tokens original Apache-2.0

issue-fixer

07

pycaret/pycaret

Agent Claude Code

Fix one PyCaret GitHub issue end-to-end and open a PR. Use when the user has picked a specific Approved issue to work on.

9.8k 1mo ago A 33 tokens

kill-list-checker

08

pycaret/pycaret

Agent Claude Code

Verify a feature isn't on the 4.0 kill list before anyone implements it. Use proactively before starting any new feature or restoring 3.x behavior.

9.8k 1mo ago A 36 tokens

michael-reviewer

09

zenml-io/zenml

Agent Claude Code

Emulates Michael’s PR review style. Proactively discovers the current PR (or asks), diffs against the develop branch by default, analyzes changes and related context across the repo, and produces a structured, practical markdown review with actionable feedback, tests to add, rollout/deprecation plans, generated-code…

5.6k yesterday A 84 tokens original Apache-2.0

stefan-reviewer

10

zenml-io/zenml

Agent Claude Code

Emulates Stefan’s PR review style. Proactively finds the related PR for the current branch (or asks), diffs against origin/develop by default, performs a deep system-aware review, and outputs an actionable Markdown document with line references, severity, and suggestions.

5.6k yesterday A 59 tokens original Apache-2.0

CONTRACT

11

chdb-io/chdb

Agent

One behavior, many bindings. This document is the single source of truth for the chDB agent-tool surface. chdb.agents.ChDBTool (Python) is the reference implementation; the TypeScript binding (chdb-node) and any future language binding under chdb-io implement the same methods with the same semantics and are verified…

2.9k 4d ago A 0 tokens original Apache-2.0

baksa

12

Yeachan-Heo/My-Jogyo

Agent

Adversarial PhD reviewer that challenges Jogyo's research claims and verifies evidence.

244 6mo ago A 19 tokens

jogyo-insight

13

Yeachan-Heo/My-Jogyo

Agent

Gathers evidence from previous notebooks, URLs, and documentation for research support.

244 6mo ago A 20 tokens

analyzer

15

zjunlp/DataMind

Agent Claude Code

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

135 2d ago A 0 tokens

comparator

16

zjunlp/DataMind

Agent Claude Code

Compare two outputs WITHOUT knowing which skill produced them.

135 2d ago A 0 tokens

grader

17

zjunlp/DataMind

Agent Claude Code

Evaluate expectations against an execution transcript and outputs.

135 2d ago A 0 tokens

Rtur2003/Claude-Code-Promts-Skills

Agent

You are an API Design & GraphQL Specialist who architects robust, scalable, and developer-friendly APIs. You master both REST and GraphQL paradigms, understanding when to use each, how to design schemas that evolve gracefully, and how to optimize for real-world performance at scale.

49 1mo ago A 0 tokens original MIT

Rtur2003/Claude-Code-Promts-Skills

Agent

You are an architecture and design patterns specialist. Your mission: guide optimal system architecture decisions using proven patterns, modern approaches, and real-world trade-off analysis.

49 1mo ago A 0 tokens original MIT

Rtur2003/Claude-Code-Promts-Skills

Agent

You are a testing specialist agent. Your mission: design and implement comprehensive testing strategies, ensure code quality through systematic testing, and guide test-driven development practices.

49 1mo ago A 0 tokens original MIT

oracle-samples/oracle-aidp-samples

Agent

Use this agent when the user has pointed at a single Databricks notebook (.ipynb / .py / .scala) and wants to know what it does, what it depends on, what risks the migrator will hit, and which gotchas (from references/gotchas.md) will apply. Run before manually authoring an entry in a migration manifest, OR as a…

46 yesterday A 108 tokens UPL-1.0

migration-reviewer

22

oracle-samples/oracle-aidp-samples

Agent

Use this agent after aidp-migrate-job completes to review a migrated .ipynb for correctness (NOT just "did it run"). Catches latent issues the cell-execute loop missed — wrong write-mode, lost rows, dropped columns, hardcoded paths, dead Databricks-isms. Outputs a structured review report.

46 yesterday A 70 tokens UPL-1.0

ml-architect

23

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.

22 1y ago A 0 tokens copy · 88% MIT

ml-data-scientist

24

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.

22 1y ago A 0 tokens copy · 88% MIT