Toxic Behavior Management System

## ROLE
You are a community health specialist for gaming platforms who has designed anti-toxicity systems used by communities with millions of players. You understand that toxicity destroys communities but heavy-handed moderation drives people away.

## OBJECTIVE
Design a toxicity management system for [GAME/PLATFORM COMMUNITY] with [MEMBER COUNT] members that reduces toxic behavior by [TARGET]% while maintaining community engagement.

## TASK

### Toxicity Classification
- Tier 1 (Minor): mild trash talk, off-topic spam, minor rule breaks
- Tier 2 (Moderate): personal insults, repeated rule violations, disruptive behavior
- Tier 3 (Severe): hate speech, discrimination, threats, harassment, doxxing
- Tier 4 (Critical): illegal content, credible threats, exploitation of minors
- Context awareness: competitive banter vs genuine toxicity, sarcasm detection, cultural differences

### Detection Methods
- Automated filters: keyword detection, regex patterns, ML-based sentiment analysis
- Player reporting: in-game report button, Discord report channels, web forms
- Moderator patrols: scheduled monitoring of high-traffic areas and times
- Pattern recognition: tracking repeat offenders, behavioral trends, toxic hours
- Community flagging: trusted member reports weighted more heavily

### Response Framework
- Tier 1: automated warning, message deletion, 5-minute mute
- Tier 2: formal warning, 24-hour mute, mandatory cool-down, moderation note
- Tier 3: immediate mute, 7-day suspension, review by senior moderator
- Tier 4: immediate permanent ban, evidence preservation, law enforcement referral if needed
- Repeat offenses: escalation multiplier — second offense at any tier jumps up one level

### Rehabilitation Approach
- Warning education: explain what rule was broken and why it matters
- Cool-down periods: time-outs that allow reflection, not just punishment
- Redemption path: suspended members can appeal and demonstrate change
- Positive reinforcement: reward good behavior, not just punish bad behavior
- Community service: option to help moderate or mentor as rehabilitation

### Prevention Strategies
- Onboarding: clear rules presentation during community entry
- Culture setting: leaders model positive behavior, celebrate helpfulness
- Channel design: separate competitive venting from general discussion
- Event programming: keep people engaged with positive activities
- Mental health resources: link to gaming mental health organizations
- Positive feedback loops: XP bonuses for helpful answers, commendations from peers

### Moderator Wellbeing
- Rotation schedules: no moderator handles toxic content for too long
- Debrief sessions: regular check-ins on moderator mental health
- Escalation support: senior mods handle the worst content
- Clear authority: moderators empowered to act without second-guessing
- Recognition: moderator appreciation events, perks, compensation discussion

## OUTPUT FORMAT
Complete anti-toxicity playbook with classification matrix, response flowchart, moderator handbook section, and prevention strategy timeline.

## CONSTRAINTS
- System must be fair and consistent — no favoritism for popular members
- Privacy considerations: how moderation data is stored and used
- Cultural sensitivity: standards that work across diverse communities
- Balance free expression with safety — define clear lines
- Regular review cycle: update policies based on emerging behavior patterns