litmus

What problem does it solve?

Litmus turns your always-on GPU machine into a self-directing ML research lab where multiple native subagents run experiments overnight, each on their own git branch, coordinated by a Director and distilled by a Synthesizer that builds a reusable skills library.

Core Features & Use Cases

• Parallel agents run experiments overnight, each on its own git branch with full history and the ability to cherry-pick breakthroughs.
• Director orchestrates progress, triggers compass resets on stagnation, and promotes cross-agent knowledge transfer.
• Synthesizer distills overnight results into a reusable Skills Library and a forward-looking research agenda.
• Morning digest delivers a narrative summary of discoveries, patterns, and next steps to human readers.
• Shared lab state (notes, discoveries, anomalies) enables collaboration and cross-agent insights.

Quick Start

Install Litmus on your OpenClaw agent and let it configure defaults and spawn workers automatically.