cottboy

<p>SpamJudge uses AI large language models to automatically detect and filter spam comments.</p>
<h4>Features</h4>
<ul>
<li>Supports any API compatible with the OpenAI format</li>
<li>Supports both /v1/chat/completions and /v1/response endpoints</li>
<li>Customizable AI prompts to adjust scoring criteria based on the characteristics of the website</li>
<li>Configurable score thresholds for flexible control over filtering intensity</li>
<li>Detailed logging to track the processing of each comment</li>
</ul>
<h4>Workflow</h4>
<ol>
<li>Visitor submits a comment</li>
<li>The plugin intercepts the comment and sends it to the AI for scoring</li>
<li>The AI returns a score between 0 and 100 (0 = spam, 100 = high quality)</li>
<li>The comment is automatically processed based on the score and threshold:
<ul>
<li>Score >= threshold: approved</li>
<li>Score < threshold: moved to spam or moved to moderation based on settings</li>
<li>Timeout/error: moved to moderation or directly approved based on settings</li>
</ul>
</li>
<li>Detailed logs are recorded for administrators to review</li>
</ol>
<h4>Default system prompt in the current version</h4>
<pre><code>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.
</code></pre>


SpamJudge

Using AI large language models to automatically detect and filter spam comments, supporting APIs compatible with the OpenAI format.

glomberg

<p>CleanTalk bbPress spam scanner is an add-on for <a href="https://wordpress.org/plugins/cleantalk-spam-protect/" rel="ugc">CleanTalk Anti-Spam Plugin</a> and extends its capabilities. The plugin is designed to help you find and move to trash all existing bbPress spam topics.</p>
<p>The plugin scans all bbPress topics and checks the author parameters through the CleanTalk database. After scanning, you will receive a list of all found spam topics and you can choose which of them to move to the trash or move them all at once.</p>


CleanTalk bbPress spam scanner

Check existing bbPress topics for spam and move to trash all found spam.

SpamJudge vs CleanTalk bbPress spam scanner