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Multi-signal spam detection pipeline with content analysis, behavioral heuristics, velocity tracking, and honeypot support. Graduated response system (low/medium/high/honeypot tiers) with configurable thresholds. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Replace the old regex-based isSpam helper with the new Effect-based SpamDetectionService in the automod MESSAGE_CREATE handler. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
…ove double-fire - Move SpamDetectionServiceLive into AppLayer so it's constructed once at startup, fixing per-message DB connection and cache recreation - Remove legacy honeypotTracker.ts (new service.ts already handles honeypot), fixing double-softban on honeypot messages - Inline spamPatterns.ts into contentAnalyzer.ts (sole consumer) - Remove SpamDetectionError (created only to be immediately caught), simplify to Effect.tryPromise + catchAll - Inline hashContent (one-liner used once) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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