The Future of Decentralized Moderation
QuackGuard is an MVP demonstrating a multi-agent framework for unstoppable, transparent, and democratically governed content moderation in digital communities.
Collaborative Agent Workflow
See how agents work in sequence to identify, verify, and handle content based on configurable rules.
Moderator Agent
Real-time threat scanning and initial flagging based on heuristic pattern recognition.
<100ms ResponseVerifier Agent
Secondary confirmation and action execution, authorized to remove flagged content.
2-3s VerificationDAO Appeal Protocol
Decentralized governance layer for arbitration via token staking and community voting.
On-Chain GovernanceInteractive Protocol
Configure your agent swarm, monitor their actions, and participate in decentralized governance—all in real-time.
Control Panel
Precisely configure your agent swarm. Toggle units on or off, and customize rules for malicious links, toxicity, and spam.
Live Message Stream
Watch the agents work live as messages transition through moderation states.
⚪ Normal: Standard message flow
⚠️ Flagged: Moderator has an issue
❌ Verified: Content removed
📊 Appeal: DAO arbitration pending
Appeal Interface
Challenge agent decisions through a transparent, community-driven process by staking tokens to initiate a vote.
Agent Specifications
Meet the core units of the QuackGuard framework.
🔍 Moderator Agent
- Classification: Tier-1 Detection
- Directive: Real-time scanning
- Response Time: <100ms
- Precision Mode: Heuristic Algorithms
✅ Verifier Agent
- Classification: Tier-2 Validation
- Directive: Secondary confirmation
- Response Time: 2-3s delay
- Authority Level: Removal Authorization
Future Enhancements
The MVP is just the beginning. QuackGuard is designed as a foundation for a more intelligent and interconnected future.
Neural Network Integration
Incorporate advanced ML models for more nuanced content understanding.
Cross-Chain Compatibility
Deploy agents across multiple blockchains for wider ecosystem support.
Agent Marketplace
Allow third-party developers to create and offer specialized moderation agents.
Real Blockchain Integration
Move from a simulated environment to live on-chain governance and appeals.