Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.

MCP server for persistent Julia sessions — fast iteration without startup/compilation overhead

A configurable Bash/PowerShell loop that runs an AI coding CLI with a fresh session each iteration

a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

An evaluation and evolution tool for Agent Skills.

Autoresearch ALL THE THINGS. RLVR for the masses.

Run multiple agents in parallel sandboxed VMs, with a single command, on your PC or in the cloud

🔔 Cross-platform smart notifications for Claude and Codex. Desktop alerts, sounds, click-to-focus, and webhooks on macOS, Linux, and Windows.