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.

Jay Gaura

<p>Have you ever had spam comments on your blog? <strong>JG Spam Fighter</strong> plugin has a unique, simple and effective way of mitigating this problem. It enables you to use the power of the entire user community to keep your blog clean of spam.</p>
<p><strong>A single arrow is easily broken, but not ten in a bundle.</strong><br />
<em>Japanese Proverb</em></p>
<h3>Features</h3>
<ul>
<li>remove spam comments in bulk (in 1 or 2 clicks)</li>
<li>block spammy IP addresses to prevent further spam</li>
<li>automatic spam protection (coming soon)</li>
</ul>
<p><iframe loading="lazy" title="JG Spam Fighter WordPress plugin" width="750" height="422" src="https://www.youtube.com/embed/Rc0gO7h7ir8?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe></p>
<h3>The Possibilities are endless</h3>
<p>Upcoming versions of the plugin will enable you, the plugin user, to leverage the power of the entire JG Spam Fighter user community. Every time a user, such as you, blocks an IP address and removes the spammy comments (that’s all accomplished by a single click in the plugin), the spammy IP address will be <a href="https://blacklisted.gauracreative.com" rel="nofollow ugc">reported</a>. As the <a href="https://blacklisted.gauracreative.com" rel="nofollow ugc">database of spammy IP addresses</a> grows new features will soon be available, based on that collected user input. For example, you may be able to have spammy comments automatically removed and even outright blocked based on some user-defined conditional settings. Say, if an IP address has been reported by other users 100 times, go ahead and block it on my site too. As the developer I am open to your input here! The possibilities are endless! Please feel free to <a href="https://blacklisted.gauracreative.com/contact" rel="nofollow ugc">contact me</a> with any ideas and functionality requests.</p>


JG Spam Fighter

A simple to use plugin that helps you keep your WordPress site clean of spam comments.

SpamJudge vs JG Spam Fighter