# reproduce

> End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments.

End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. Handles missing or partial official code, missing training scripts, missing hyperparameters, and private datasets via similar-public-dataset substitution. Use when the user asks to reproduce, implement, replicate, or re-run a paper from scratch, or pastes an arxiv URL with reproduction intent.

- Type: Skill
- Made by: fcakyon
- Category: Research
- Formats: Skills
- Version: 5323dfe
- Source: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce
- Page: https://pluginboard.ai/skills/reproduce

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the reproduce folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### Claude

In Claude (web or desktop): Download the reproduce folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### Gemini

In Gemini: Download the reproduce folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.copilot/skills/reproduce
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### Cursor

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.cursor/skills/reproduce
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### Claude Code

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.claude/skills/reproduce
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

Or all of phd-skills, in Claude Code:

```text
/plugin marketplace add fcakyon/phd-skills
/plugin install phd-skills@phd-skills
```

### Codex

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.agents/skills/reproduce
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### Antigravity

In Antigravity: Copy the reproduce folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### Gemini CLI

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.gemini/skills/reproduce
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### Replit

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce .agents/skills/reproduce
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### OpenClaw

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.openclaw/skills/reproduce
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### OpenCode

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.config/opencode/skills/reproduce
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

### Hermes Agent

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/reproduce ~/.hermes/skills/reproduce
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/reproduce

---
From Pluginboard (https://pluginboard.ai).