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.

MonarchWP

Delower Hossain

Zakir H. Sujon

WordPress Satkhira Community

<p>Comments Shield is a smart, lightweight plugin that gives you complete control over WordPress comments. Want to block unwanted comments site-wide, bulk-remove spam, disable comments on posts or pages, or export comment data? Comments Shield handles it all quickly and easily — powerful protection and cleanup in just a few clicks.</p>
<h3>Video Tutorial</h3>
<span class="embed-youtube" style="text-align:center; display: block;"><iframe loading="lazy" class="youtube-player" width="750" height="422" src="https://www.youtube.com/embed/L36Z7n_dk1w?version=3&rel=1&showsearch=0&showinfo=1&iv_load_policy=1&fs=1&hl=en-US&autohide=2&wmode=transparent" allowfullscreen="true" style="border:0;" sandbox="allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox"></iframe></span>
<h4>🎯 Key Features</h4>
<ul>
<li>Disable comments globally</li>
<li>Disable comments site-wide</li>
<li>One-click comment deletion</li>
<li>Delete all types of comments: Approved, Spam, Trash</li>
<li>Clean, user-friendly interface with confirmation alerts </li>
<li>Unlimited deletion</li>
<li>Friendly admin interface </li>
<li>No personal data collected </li>
<li>Priority support</li>
</ul>
<h3>Contributing & Bug Report</h3>
<p>Bug reports and pull requests are welcome on <a href="https://github.com/WordPress-Satkhira-Community/comments-shield" rel="nofollow ugc">Github</a>.</p>


Comments Shield – Disable Comments & Stop Spam, Bulk Delete & Remove Comments

Delete, disable, and clean all comments in one click. Easily manage, bulk delete, or completely disable comments across your entire WordPress site.

SpamJudge vs Comments Shield – Disable Comments & Stop Spam, Bulk Delete & Remove Comments