EmDash uses Clef to moderate the plugin registry
The EmDash plugin registry has implemented Cloudflare's Clef decision model to automate the moderation of plugin listings. The system evaluates metadata and visual assets to flag potential phishing, scams, or offensive content for human review.
Why it matters
This represents a shift toward using specialized, bounded AI decision models rather than general-purpose LLMs for automated content moderation in software ecosystems.
Every plugin listing in the EmDash registry is now screened by Cloudflare's Clef decision model. Here's how one fast, multimodal model helps us catch phishing, impersonation, offensive content, and other abuse before a plugin appears in the catalog.
Every plugin listing in the official EmDash plugin registry is now screened by Cloudflare's Clef decision model before it can appear in the catalog. Clef reviews the listing metadata, outbound links, icon, and screenshots for phishing, impersonation, offensive content, scams, and attempts to manipulate the moderation system.
The registry is built on AT Protocol, so plugin authors publish signed releases from their own accounts. EmDash doesn't control the underlying record, but it does decide what appears on plugins.emdashcms.com . Automated moderation lets authors keep that open publishing model without making the catalog an open door for abuse.
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