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Parallel autonomous ML research agents with a Director, git worktrees for per-agent experiment branches, a Skills library for validated technique reuse, a Synthesizer that distills collective knowledge overnight, and circadian rhythm (leisure 03:00–06:00 for paper reading and creative thinking). Uses OpenClaw sessions_spawn, cron, and steer natively. Use when: (1) start or run ML research agents overnight, (2) check agent status or experiment results, (3) view leaderboard or morning digest, (4) steer or stop agents, (5) ask what agents discovered or are exploring, (6) set up Litmus for the first time. NOT for: general coding, non-ML tasks, or machines without a GPU.
litmus is an agent skill entry in ChatHome Skills, sourced from GitHub Skill Search and scored 58/100. # Litmus — Parallel Autonomous ML Research Agents Litmus spawns multiple OpenClaw subagents that experiment on your GPU overnight. Each runs on its own **git br. As an agent skill, it packages a reusable instruction set that AI coding agents such as Codex and Claude Code can load to perform this task without hand-written glue code. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding litmus to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
codex skill install Kuberwastaken/litmusReview the upstream source before running this command.
Scan coverage: Install metadata and the indexed document body.
Automated signals from install metadata and a bounded skill body — not a full code security audit and not a recursive source or dependency review.
# Litmus — Parallel Autonomous ML Research Agents Litmus spawns multiple OpenClaw subagents that experiment on your GPU overnight. Each runs on its own **git branch** in a shared l