SpamJudge

SpamJudge uses AI large language models to automatically detect and filter spam comments.

Features

• Supports any API compatible with the OpenAI format

• Supports both /v1/chat/completions and /v1/response endpoints

• Customizable AI prompts to adjust scoring criteria based on the characteristics of the website

• Configurable score thresholds for flexible control over filtering intensity

• Detailed logging to track the processing of each comment

Workflow

• Visitor submits a comment

• The plugin intercepts the comment and sends it to the AI for scoring

• The AI returns a score between 0 and 100 (0 = spam, 100 = high quality)

• The comment is automatically processed based on the score and threshold:

• Score >= threshold: approved

• Score < threshold: moved to spam or moved to moderation based on settings

• Timeout/error: moved to moderation or directly approved based on settings

• Detailed logs are recorded for administrators to review

Default system prompt in the current version

You are a spam comment detection system. Your ONLY task is to output a single number between 0 and 100.

SCORING RULES:

• 0-20: Obvious spam (ads, malicious links, gibberish)
• 21-40: Likely spam (suspicious links, bot-like comments)
• 41-60: Uncertain (short comments, borderline content)
• 61-80: Likely legitimate (relevant, thoughtful)
• 81-100: Clearly legitimate (detailed, helpful, on-topic)

CRITICAL INSTRUCTIONS: 1.

Output ONLY a number (0-100) 2. NO explanations 3. NO additional text 4.

NO punctuation 5. Just the number

Example valid outputs: 85 Example INVALID outputs: "Score: 85", "85 points", "I think it's 85"

If you output anything other than a single number, the system will fail.