Modopro

Overview

ModoPro is an enterprise-grade content moderation skill that automates the detection, categorization, and handling of policy-violating content across social media platforms. Instead of manually reviewing thousands of posts daily, ModoPro uses AI-powered analysis to flag inappropriate content, categorize violations, and enforce your custom community guidelines in real-time.

Why ModoPro Matters:

• Scale Without Manual Labor: Review 10,000+ posts/day without hiring moderators
• Compliance & Legal Protection: Maintain audit trails and policy enforcement logs
• Platform Integration: Works with WordPress comments, Slack channels, Twitter/X, Facebook, Instagram, TikTok, and custom APIs
• Customizable Policies: Define your own rules—what's inappropriate for a gaming community differs from a parenting forum
• Real-Time Blocking: Automatically hide, remove, or quarantine violating content before human eyes see it

ModoPro reduces moderation costs by 70-80% while improving response time from hours to seconds.

Quick Start

Try these prompts immediately to see ModoPro in action:

Example 1: Analyze a Single Post

Moderate this social media post using ModoPro:
"Check out this amazing deal on fake designer bags! DM for link"

Policy: Enforce against spam, counterfeit goods, and suspicious links.

Example 2: Batch Moderate Comments

ModoPro: Analyze these 50 YouTube comments and categorize violations:
[paste comments here]

Return: violation_type, confidence_score, recommended_action, policy_reference

Example 3: Create Custom Moderation Policy

ModoPro: Create a content moderation policy for a fitness coaching community.
Include rules for: spam, harassment, medical misinformation, and self-harm content.
Format as JSON with severity levels (low, medium, high, critical).

Example 4: Real-Time Stream Moderation

ModoPro: Monitor this Twitch chat stream and flag violations every 30 seconds.
Integrate with Slack: Send alerts to #moderation channel for critical violations.

Capabilities

1. Automated Content Analysis & Categorization

ModoPro analyzes text, URLs, and metadata to detect:

• Spam & Manipulation: Duplicate posts, link farms, engagement farming
• Harassment & Hate Speech: Bullying, slurs, targeted attacks (multi-language support)
• Misinformation: Health claims, conspiracy theories, election fraud narratives
• Adult Content: Explicit sexual material, adult services
• Violence & Self-Harm: Threats, glorification of violence, suicide/eating disorder content
• Intellectual Property: Piracy links, counterfeit goods, unauthorized resales
• Phishing & Scams: Credential harvesting, financial fraud, fake giveaways
• Doxxing & Privacy Violations: Personal information exposure

Usage Example:

ModoPro analyze-content
--input "Just got paid $5000 working from home! Click here: [suspicious-link.ru]"
--policy-id "default_social_media"
--confidence-threshold 0.75

Output:

{
  "content_id": "post_12345",
  "violations": [
    {
      "type": "spam",
      "severity": "high",
      "confidence": 0.89,
      "reason": "Classic work-from-home spam with suspicious domain",
      "policy_reference": "SPAM_001"
    }
  ],
  "recommended_action": "hide_post",
  "priority": "medium"
}

2. Real-Time Moderation & Blocking Protocols

• Auto-Hide: Immediately hide violating content from feed (visible only to poster)
• Auto-Remove: Delete content permanently with notification to user
• Quarantine: Move to review queue for human verification
• Rate Limiting: Temporarily restrict user posting if violation pattern detected
• Account Suspension: Flag accounts with repeated critical violations
• Webhook Integration: Trigger actions in WordPress, Slack, Discord, or custom systems

Usage Example:

ModoPro enforce-policy
--platform "wordpress_comments"
--policy-id "parenting_forum"
--auto-action "hide_and_notify_user"
--escalate-to-human-if-confidence-below 0.85
--webhook-url "https://your-app.com/moderation-webhook"

3. Customizable Content Policies & Guidelines

Create policies tailored to your community:

{
  "policy_id": "gaming_community",
  "name": "Gaming Community Standards",
  "rules": [
    {
      "id": "SLUR_001",
      "category": "hate_speech",
      "severity": "critical",
      "trigger_patterns": ["offensive_words_list"],
      "action": "immediate_removal",
      "user_notification": "Your post violated our code of conduct regarding respectful language"
    },
    {
      "id": "SPAM_002",
      "category": "spam",
      "severity": "high",
      "trigger_patterns": ["link_farm", "duplicate_posting"],
      "action": "hide_and_rate_limit",
      "rate_limit": "1_post_per_hour_for_24h"
    }
  ]
}

4. Audit Trails & Compliance Logging

Every moderation decision is logged with:

• Timestamp, content ID, policy applied, confidence score
• Action taken, moderator ID (if human-reviewed)
• Appeal status and resolution
• GDPR-compliant data retention

Configuration

Required Environment Variables

# ModoPro API credentials
export MODOPRO_API_KEY="sk_live_xxxxxx"

# OpenAI for advanced NLP analysis
export OPENAI_API_KEY="sk-xxxxx"

# Optional: Platform integrations
export WORDPRESS_API_KEY="your_key"
export SLACK_BOT_TOKEN="xoxb-xxxxx"
export TWITTER_BEARER_TOKEN="xxxxx"

Setup Instructions

1. Obtain ModoPro API Key

   • Register at modopro.io
   • Generate API key in dashboard
   • Set MODOPRO_API_KEY environment variable

2. Configure Your Policy

   modopro policy create \
     --name "my_community" \
     --template "social_media" \
     --severity-levels "low,medium,high,critical"
   

3. Connect Platforms

   modopro integrate wordpress \
     --site-url "https://mysite.com" \
     --api-key "your_wordpress_key"
   
   modopro integrate slack \
     --workspace "my-workspace" \
     --token "xoxb-token"
   

4. Set Moderation Actions

   modopro config set \
     --auto-hide-threshold 0.85 \
     --auto-remove-threshold 0.95 \
     --escalate-threshold 0.70
   

Example Outputs

Single Post Analysis

{
  "post_id": "fb_post_987654",
  "timestamp": "2024-01-15T14:32:00Z",
  "content": "Buy cheap meds online no prescription needed!!!",
  "analysis": {
    "violations": [
      {
        "type": "illegal_activity",
        "category": "drug_distribution",
        "severity": "critical",
        "confidence": 0.97,
        "triggered_rules": ["ILLEGAL_001", "SPAM_003"],
        "explanation": "Promoting illegal pharmaceutical sales without prescription"
      }
    ],
    "sentiment": "negative",
    "language": "en",
    "toxicity_score": 0.42
  },
  "recommended_action": "remove_immediately",
  "escalation": {
    "escalate_to_human": true,
    "priority": "urgent",
    "assigned_to": "legal_team"
  }
}

Batch Moderation Report

{
  "batch_id": "batch_20240115_001",
  "total_items_processed": 250,
  "processing_time_seconds": 12,
  "summary": {
    "clean_content": 198,
    "violations_detected": 52,
    "auto_hidden": 38,
    "auto_removed": 8,
    "escalated_to_human": 6
  },
  "violation_breakdown": {
    "spam": 22,
    "harassment": 15,
    "misinformation": 10,
    "adult_content": 3,
    "other": 2
  },
  "actions_taken": [
    {
      "content_id": "post_001",
      "action": "hidden",
      "reason": "spam",
      "user_notified": true
    }
  ]
}

Policy Compliance Report

{
  "period": "2024-01-01 to 2024-01-31",
  "policy_id": "ecommerce_marketplace",
  "metrics": {
    "total_posts_reviewed": 15000,
    "violations_caught": 342,
    "false_positive_rate": 0.03,
    "average_response_time_ms": 240,
    "human_review_escalations": 28
  },
  "top_violations": [
    {"type": "spam", "count": 156, "percentage": 45.6},
    {"type": "counterfeit_goods", "count": 89, "percentage": 26.0},
    {"type": "harassment", "count": 67, "percentage": 19.6}
  ]
}

Tips & Best Practices

1. Start Conservative, Iterate

Begin with auto-hide (not auto-remove) to catch false positives. Monitor for 1-2 weeks, then gradually increase automation confidence thresholds.

2. Customize by Community Type

Gaming communities tolerate trash talk; parenting forums don't. Use different policies:

modopro policy apply --community-id "gaming" --strictness "low"
modopro policy apply --community-id "parenting" --strictness "high"

3. Monitor False Positives Weekly

Review escalated content flagged as violations but approved by humans. Adjust patterns:

modopro report false-positives --period "7d" --export-json

4. Use Context Signals

Combine text analysis with user behavior:

• New account + spam pattern = higher confidence
• Established user + one violation = lower action threshold
• Rapid posting = rate limit even if content is borderline

5. Leverage Appeals Process

Users can appeal moderation decisions. Use appeals data to refine policies:

modopro insights appeals --last-30-days --sort-by-overturned-rate

6. Integrate with Moderation Tools

Connect to:

• Slack: Get alerts for critical violations
• Jira: Auto-create tickets for human review
• Zendesk: Link moderation appeals to support tickets
• Google Sheets: Export weekly reports for leadership

Safety & Guardrails

What ModoPro Will NOT Do

• Override Legal Jurisdiction: ModoPro flags content; YOU decide legality based on your jurisdiction
• Detect Images/Video: Text-only analysis (image moderation requires separate integration)
• Moderate Private Messages: Designed for public content only
• Replace Human Judgment: Always maintain human review for critical decisions (legal, account bans)
• Guarantee 100% Accuracy: AI-based detection has ~3-5% false positive rate; humans must verify

Limitations & Boundaries

• Language Support: English, Spanish, French, German, Chinese (Simplified/Traditional), Japanese, Korean. Other languages have reduced accuracy.
• Latency: Real-time processing adds 200-500ms to post publication
• Cultural Context: May miss sarcasm, regional slang, or context-dependent violations
• Evolving Threats: New slang, memes, and coded language requires policy updates every 2-4 weeks
• Rate Limits: Free tier: 1,000 posts/day; Pro: 100,000 posts/day

Data Privacy & Compliance

• GDPR: Compliant; data deleted after 90 days unless legally required
• CCPA: User data not sold; audit trails available for compliance
• HIPAA: NOT compliant; do not use for healthcare content
• PCI-DSS: NOT compliant; do not analyze payment card data

Responsible Use

• Disclose to users that automated moderation is in place
• Provide clear appeals process
• Don't use solely for political/ideological censorship
• Train human moderators on policy decisions for consistency
• Review moderation patterns quarterly for bias

Troubleshooting

Issue: High False Positive Rate (>5%)

Diagnosis: Confidence thresholds too aggressive

Solution:

# Increase auto-hide threshold from 0.80 to 0.88
modopro config set --auto-hide-threshold 0.88

# Review flagged content
modopro report false-positives --last-7d

Issue: Spam Still Getting Through

Diagnosis: Policy rules not updated for new spam patterns

Solution:

# Check latest spam trends
modopro insights violations --category spam --period 7d

# Add new patterns
modopro policy rule add \
  --policy-id "default" \
  --pattern "crypto_pump_and_dump" \
  --severity high

Issue: Slow Processing (>500ms latency)

Diagnosis: API rate limits or network congestion

Solution:

# Use batch processing instead of real-time
modopro batch process --input posts.json --batch-size 100

# Check API quota
modopro account quota

Issue: Appeals Not Being Tracked

Diagnosis: Webhook not configured or failing silently

Solution:

# Test webhook
modopro webhook test \
  --url "https://your-app.com/moderation-webhook" \
  --verbose

# Check logs
modopro logs --component webhook --last-24h

FAQ

Q: Can ModoPro detect context? (e.g., "I hate this bug" vs. "I hate this person") A: Partially. ModoPro uses NLP to detect context but isn't perfect. Always pair with human review for borderline cases.

Q: How do I handle appeals? A: Users can appeal via API. Create a workflow: Appeal → Human Review → Restore or Uphold. Store all decisions for audit.

Q: Can I use ModoPro for private communities (Discord, Slack)? A: Yes! Set --mode private and adjust policies. Slack integration is built-in; Discord requires webhook setup.

Q: What's the cost? A: Pricing at modopro.io. Free tier: 1,000 posts/day. Pro: $99/mo for 100K posts/day. Enterprise: Custom.

Q: Does ModoPro work in non-English languages? A: Yes, with reduced accuracy (85-90% vs. 95% for English). Best for Spanish, French, German, Chinese, Japanese, Korean.

Getting Help

• Documentation: https://docs.modopro.io
• Support: support@modopro.io
• Community: https://community.modopro.io
• Status: https://status.modopro.io