Autoresearch vs Skales
A side-by-side comparison of two AI Agents AI agents — to help you pick the right one.
Autoresearch
Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.
Skales
Skales is an open-source AI desktop agent that automates tasks like email management, calendar scheduling, browser operations, and code generation. It supports integration with 13+ AI providers and Ollama, and offers remote control via Telegram without requiring Docker or terminal usage.
| Autoresearch | Skales | |
|---|---|---|
| Category | AI Agents | AI Agents |
| Open source | True | Yes |
| Self-hostable | True | Yes |
| Skill level | Intermediate | Intermediate |
| Pricing | Open Source | Open Source |
Autoresearch: what it solves
Automates the research and iteration process for code modifications, reducing manual effort in testing and validation.
Skales: what it solves
It simplifies workflow automation for users by consolidating multiple AI-driven tasks into a single, easy-to-use desktop application, eliminating the need for complex setups.