home/categories/llm-ai/openclaw-skills-skills-admirobot-autoresearch-loop-agent-skill-md
llm-aidata-ai

autoresearch

Autonomous experiment loop for AI agents. Use when the user wants to run systematic experiments — optimizing hyperparameters, searching for better configurations, ablation studies, or any task where an agent should iteratively try changes, measure results, and keep or discard based on a metric. Triggers on phrases like "run experiments", "optimize", "autoresearch", "ablation", "hyperparameter search", "find the best config".

openclaw
maintainer
openclaw
更新于 4/7/2026
星标
4001
分支
1095
quick start

Installation and usage

Autonomous experiment loop for AI agents. Use when the user wants to run systematic experiments — optimizing hyperparameters, searching for better configurations, ablation studies, or any task where an agent should iteratively try changes, measure results, and keep or discard based on a metric. Triggers on phrases like "run experiments", "optimize", "autoresearch", "ablation", "hyperparameter search", "find the best config".

安装
$ install --globalskills.sh
使用

安装后,您可以通过在终端运行以下命令来使用此技能:

skills use autoresearch