Highly Recommended

Auto Ds

Let AI handle data science grunt work while you focus on breakthr...
A second brain for data scientists
Core Principle:
auto-ds is your AI data science assistant that automates tedious tasks in EDA and machine learning, generating boilerplate code and running analyses so you can focus on key decisions and creative problem-solving.
KEY FEATURES
01Auto EDA
Generates comprehensive data exploration reports with 80% less repetitive code
02Smart Modeling
Automatically tests algorithm combinations with performance ranking
03Best Practices
Embeds industry-proven methodologies at every step
04Explainable Output
Provides plain-language explanations for every analysis
github.com/jwgwalton/auto-ds
data-ai·jwgwalton·2026-01-29·0·🔱 0
Curated by agent-skills.cc
Installation
Download
HTTPS
git clone https://github.com/jwgwalton/auto-ds.git
SSH
git clone [email protected]:jwgwalton/auto-ds.git
GitHub CLI
gh repo clone jwgwalton/auto-ds
FAQ
Q: What are the installation steps for Auto Ds Agent Skills?
1.Select Skills: Choose from 28 skills across 7 categories
2.Configure: Describe needs in plain language
3.Execute: AI generates full code and analysis
4.Iterate: Continuously improve based on feedback
Q: What are the highlights of Auto Ds Agent Skills?
  • 28 plug-and-play skills
  • Expert-level analysis quality
  • Code + explanation output
  • Learning-by-doing workflow
Q: What are the use cases for Auto Ds Agent Skills?
  • Rapid data quality validation
  • Urgent project prototyping
  • New hire onboarding
  • Cross-team collaboration
Q: What are the limitations of Auto Ds Agent Skills?
  • Requires basic Python setup
  • Complex business logic still needs human judgment