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ai-research-reproduction

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End-to-end README-first AI repo reproduction.

Education & Research#audit#traceability#reproduction#orchestrate#research-workflow#readme-first
Authorlllllllama
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Automates end-to-end reproducibility of AI research repositories by coordinating a README-first workflow that yields auditable, minimal reproduction bundles.

Core Features & Use Cases

  • Orchestrates repository intake, planning, and target selection using documented commands.
  • Bootstraps environment and assets, runs the smallest credible target, and records evidence for auditability.
  • Generates a standardized repro bundle in repro_outputs/ (SUMMARY.md, COMMANDS.md, LOG.md, status.json), enabling reproducibility and review across teams.

Quick Start

Provide the path to the target repository and run the orchestrator to generate the standardized repro bundle in repro_outputs/.

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: ai-research-reproduction
Download link: https://github.com/lllllllama/ai-research-workflow-skills/archive/main.zip#ai-research-reproduction

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