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reproducibility-report

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Generates reproducibility reports for experiments.

Data & Analytics#templates#documentation#reproducibility#ml#experiments#report-generation#hydra
Authoryulonglin
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Reproducibility is critical for ML research; this Skill automates gathering experiment details into a structured reproducibility report to ensure you can replicate results.

Core Features & Use Cases

  • Auto-extract from code, configs, and logs to populate a complete reproducibility.md
  • Template-driven output exports to out/{experiment_dir}/reproducibility.md using the provided references/template.md
  • Wide applicability suitable after completing experiments, for collaboration, or for publication preparation

Quick Start

After you finish an experiment, run the reproducibility reporter to auto-generate a complete reproducibility.md in out/{experiment_dir}.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: reproducibility-report
Download link: https://github.com/yulonglin/dotfiles/archive/main.zip#reproducibility-report

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