# ara-rigor-reviewer

> Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidenc…

Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance, falsifiability, scope calibration, argument coherence, exploration integrity, methodological rigor) and producing a constructive, severity-ranked report with a Strong Accept-to-Reject recommendation. Use after Level 1 structural validation passes, when an ARA needs an objective epistemic critique before publication or release.

- Type: Skill
- Made by: Orchestra-Research
- Category: Research
- Formats: Skills
- Version: dd13ded
- Source: https://github.com/orchestra-research/ai-research-skills/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer
- Page: https://pluginboard.ai/skills/ara-rigor-reviewer

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

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### Claude

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

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### Gemini

In Gemini: Download the ara-rigor-reviewer 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/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.copilot/skills/ara-rigor-reviewer
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### Cursor

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.cursor/skills/ara-rigor-reviewer
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### Claude Code

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.claude/skills/ara-rigor-reviewer
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

Or all of AI Research Skills (Orchestra), in Claude Code:

```text
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs
/plugin install rag@ai-research-skills
```

### Codex

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.agents/skills/ara-rigor-reviewer
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### Antigravity

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

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.gemini/skills/ara-rigor-reviewer
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### Replit

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer .agents/skills/ara-rigor-reviewer
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### OpenClaw

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.openclaw/skills/ara-rigor-reviewer
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### OpenCode

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.config/opencode/skills/ara-rigor-reviewer
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.hermes/skills/ara-rigor-reviewer
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/22-agent-native-research-artifact/rigor-reviewer

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