Peer Reviewer

A rigorous academic review system that uses multiple AI agents to deconstruct, attack, and judge scientific papers.

When to use

Use this skill when:

• - The user asks to "review this paper" or "find flaws in this logic".
• You need to check an academic paper for contradictions with established literature.
• You want a "Reviewer 2" style critique of a text.

How to use

Run the tool via the Node.js CLI in the installation directory.

Directory: INLINECODE0

Command

CODEBLOCK0

Arguments

• - path_to_paper_or_raw_text: either a file path (absolute or relative to the package root) OR the raw text of the paper/claim.

Output

The tool outputs a "Merit Report" in JSON format, containing:

• - overallScore (0-10)
• INLINECODE3
• INLINECODE4 (list of improvements)
• INLINECODE5 (scores for logic, novelty, etc.)

Examples

Review a local file:
CODEBLOCK1

Review a raw claim:
CODEBLOCK2

Configuration

Ensure google.json is present in the root directory or GOOGLE_APPLICATION_CREDENTIALS is set if running in a new environment.