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experiment-controller

Official

Run and log reproducible neuro experiments.

Education & Research#automation#git#logging#reproducibility#experiment#research-workflow#neuroclaw
AuthorCUHK-AIM-Group
Version1.0.0
Installs0

System Documentation

What problem does it solve?

NeuroClaw requires a robust, auditable workflow to run complex experiments starting from IDEA.md and METHOD.md, manage repository setup, execute experiments, and accumulate results into a single EXPERIMENT.md for reproducibility and publication-ready reporting.

Core Features & Use Cases

  • Literature/GitHub search to identify suitable experiment schemes and open-source implementations.
  • Scheme confirmation with user and automated git-based cloning, dependency installation, and environment setup.
  • Iterative experiment execution with logging of configurations, metrics, and observations to EXPERIMENT.md.
  • End-to-end reproducibility and audit trail suitable for papers and peer review.

Quick Start

Run a finalized METHOD.md-based experiment: confirm the scheme, clone the repo, install dependencies, execute training/ablation, and log results to EXPERIMENT.md.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: experiment-controller
Download link: https://github.com/CUHK-AIM-Group/NeuroClaw/archive/main.zip#experiment-controller

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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