# paper-autoraters

> Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App.

Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. F.3) — Citation F1 (P0/P1 partition + Precision/Recall/F1), Literature Review Quality (6-axis 0-100 with anti-inflation rules), SxS Overall Paper Quality (side-by-side), and SxS Literature Review Quality (side-by-side). TRIGGER when the user asks to "score this paper draft", "evaluate against the benchmark", "compare two papers", or "run the autoraters".

- Type: Skill
- Made by: Ar9av
- Category: Research
- Formats: Skills
- Version: 931a969
- Source: https://github.com/ar9av/paperorchestra/tree/HEAD/skills/paper-autoraters
- Page: https://pluginboard.ai/skills/paper-autoraters

## 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 paper-autoraters folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### Claude

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

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### Gemini

In Gemini: Download the paper-autoraters 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/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.copilot/skills/paper-autoraters
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### Cursor

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.cursor/skills/paper-autoraters
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### Claude Code

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.claude/skills/paper-autoraters
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### Codex

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.agents/skills/paper-autoraters
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### Antigravity

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

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.gemini/skills/paper-autoraters
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### Replit

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters .agents/skills/paper-autoraters
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### OpenClaw

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.openclaw/skills/paper-autoraters
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### OpenCode

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.config/opencode/skills/paper-autoraters
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.hermes/skills/paper-autoraters
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/paper-autoraters

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