Community Post Moderation Decision Set

{
  "model": "jev-latest",
  "state": {
    "community_rules": "{{community-rules}}",
    "post": {
      "author_history": "{{author-history}}",
      "text": "{{post-text}}"
    }
  },
  "questions": {
    "violation": {
      "type": "choice",
      "instructions": "Which rule from the community rules does this post break, if any?",
      "criteria": {
        "harassment": {"what": "Targets a specific person with insults, threats, or humiliation", "not_for": "Blunt criticism of an idea or product"},
        "spam": {"what": "Unsolicited promotion, referral links, repeated identical content", "not_for": "A relevant link shared once in context"},
        "off_topic": {"what": "Unrelated to what the community is for"},
        "misinformation": {"what": "States a factual claim the rules list as prohibited"},
        "none": {"what": "Breaks no listed rule"}
      }
    },
    "severity": {
      "type": "score",
      "instructions": "How severe is the harm this post could cause if left up?",
      "criteria": [
        "None, harmless",
        "Low, mildly annoying to others",
        "Medium, could mislead or upset several members",
        "High, could cause real-world harm or legal exposure"
      ]
    },
    "repeat_offender": {
      "type": "noul",
      "instructions": "The author history shows prior warnings or removals for the same kind of behaviour"
    },
    "needs_human": {
      "type": "noul",
      "instructions": "A reasonable moderator would want to read this post themselves before acting, because context or intent is ambiguous"
    }
  }
}

Actions in code: needs_human above 0.5 or violation.confidence below 0.6 goes to the review queue. violation.choice of none with severity below 1 approves. Any violation with severity at 2 or above hides the post immediately and queues it. A violation with severity below 2 gets a warning, and a removal instead when repeat_offender is above 0.7. Write the choice, the score and the confidence into the moderation log with the action so appeals can be checked.