# 03-ref-hallucination-arena

> Benchmark LLM reference recommendation capabilities by verifying every cited paper against Crossref, PubMed, arXiv, and…

Benchmark LLM reference recommendation capabilities by verifying every cited paper against Crossref, PubMed, arXiv, and DBLP. Measures hallucination rate, per-field accuracy (title/author/year/DOI), discipline breakdown, and year constraint compliance. Supports tool-augmented (ReAct + web search) mode. Use when the user asks to evaluate, benchmark, or compare models on academic reference hallucination, literature recommendation quality, or citation accuracy.

- Type: Skill
- Made by: agentscope-ai
- Category: Research
- Formats: Skills
- Version: 18266eb
- Source: https://github.com/agentscope-ai/openjudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena
- Page: https://pluginboard.ai/skills/03-ref-hallucination-arena

## 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 03-ref-hallucination-arena folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### Claude

In Claude (web or desktop): Download the 03-ref-hallucination-arena folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### Gemini

In Gemini: Download the 03-ref-hallucination-arena 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/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit agentscope-ai/OpenJudge/skills/academic-eval/03-ref-hallucination-arena ~/.copilot/skills/03-ref-hallucination-arena
```

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### Cursor

Run in your terminal:

```shell
npx -y degit agentscope-ai/OpenJudge/skills/academic-eval/03-ref-hallucination-arena ~/.cursor/skills/03-ref-hallucination-arena
```

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### Claude Code

Run in your terminal:

```shell
npx -y degit agentscope-ai/OpenJudge/skills/academic-eval/03-ref-hallucination-arena ~/.claude/skills/03-ref-hallucination-arena
```

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### Codex

Run in your terminal:

```shell
npx -y degit agentscope-ai/OpenJudge/skills/academic-eval/03-ref-hallucination-arena ~/.agents/skills/03-ref-hallucination-arena
```

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### Antigravity

In Antigravity: Copy the 03-ref-hallucination-arena folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### Gemini CLI

Run in your terminal:

```shell
npx -y degit agentscope-ai/OpenJudge/skills/academic-eval/03-ref-hallucination-arena ~/.gemini/skills/03-ref-hallucination-arena
```

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### Replit

Run in your terminal:

```shell
npx -y degit agentscope-ai/OpenJudge/skills/academic-eval/03-ref-hallucination-arena .agents/skills/03-ref-hallucination-arena
```

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### OpenClaw

Run in your terminal:

```shell
npx -y degit agentscope-ai/OpenJudge/skills/academic-eval/03-ref-hallucination-arena ~/.openclaw/skills/03-ref-hallucination-arena
```

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### OpenCode

Run in your terminal:

```shell
npx -y degit agentscope-ai/OpenJudge/skills/academic-eval/03-ref-hallucination-arena ~/.config/opencode/skills/03-ref-hallucination-arena
```

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

### Hermes Agent

Run in your terminal:

```shell
npx -y degit agentscope-ai/OpenJudge/skills/academic-eval/03-ref-hallucination-arena ~/.hermes/skills/03-ref-hallucination-arena
```

View the folder on GitHub: https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/03-ref-hallucination-arena

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