Peer Reviewer

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: /Users/sschepis/Development/peer-reviewer

Command

node dist/index.js "<path_to_paper_or_raw_text>"

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)
• defenseStrategy
• suggestions (list of improvements)
• dimensions (scores for logic, novelty, etc.)

Examples

Review a local file:

cd /Users/sschepis/Development/peer-reviewer
node dist/index.js "/Users/sschepis/Desktop/research/draft_v1.txt"

Review a raw claim:

cd /Users/sschepis/Development/peer-reviewer
node dist/index.js "Claim: P=NP because I can solve Traveling Salesman in O(1) by guessing."

Configuration

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