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Updated 4mo ago

by WUBING2023

ReproRun

🔬 A skill that automatically reproduces the numerical claims of academic papers — read paper → find code → build env → run → compare against the paper. 1 orchestrator + 6 specialized agents.

View on GitHub (opens in a new tab)

50 GitHub stars (50)

  • 1 skill (1 skills found in its SKILL.md files)
  • 2 forks (2 forks)
  • 4mo ago last update (Last updated 4mo ago)

Install

Skills CLI

npx skills add WUBING2023/ReproRun

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/WUBING2023/ReproRuncp -r "ReproRun/paper-reproduction" ~/.claude/skills/

Copies the paper-reproduction skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add WUBING2023/ReproRun

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • paper-reproduction

    Use whenever the user wants to reproduce, replicate, or verify results from an academic paper — especially ML/CV/NLP papers with public GitHub repos and Python codebases. Triggers on: 复现, reproduce, replicate, 复现论文, 跑论文代码, verify results, paper reproduction, 验证实验结果, 论文复现, check if a paper's results are real, run this paper's code, reproduce table X from paper Y. Handles the full pipeline: read pa…

    paper-reproduction/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.