INTENT-FIRST COMMENT PIPELINE

Architectural contrast: Intent classification & validation vs. raw auto-responders

STAGE 02 // ROUTING & CONTEXT STAGE 03 // GENERATION & AUDIT STAGE 01 // INGESTION INGEST ROUTE AWAIT PROMPT DRAFT COMMIT UNFILTERED BYPASS (HIGH RISK) NEW COMMENT CLASSIFIER SPAM TOXIC / HATE AMBIGUOUS QUESTION APPRECIATION AUTO-SKIP ESCALATE DRAFT REPLY CONTEXT ASM TRANSCRIPT VIDEO META THREAD HIST RAG GENERATOR APPROVAL QUEUE PUBLISHED