Quack AI is an AI-powered governance platform that enables smarter proposal participation through automatic summarization, voting recommendations, and intelligent delegation. Metis, as a Layer 2 scaling platform with a strong DAO foundation, is seeking to strengthen its governance system with increased forum engagement, deeper integration across tools, and a more informed voter base.
This proposal outlines a staged integration plan that leverages Quack AI’s strengths to complement Metis’s governance vision without replacing Snapshot too early. We propose starting with an MVP-focused approach that highlights AI analysis and bi-directional forum engagement, then progressively unlocks deeper functionalities.
Quack AI currently supports:
-Self-hosted Voting Contracts with ERC-20 and ERC-721 token-based power
-Multi-token weighted voting with customizable weights per project
Also supports manual and API-based Voting Power configuration in collaboration with project teams. Projects can define token weights or voting logic if discussed in advance and corresponding data sources are provided.
-AI-Powered Proposal Analysis, providing:
◦Summary ◦Pro/Con reasoning ◦Evaluation across decentralization, feasibility, long-term impact
-Delegation System (Live by late May), supporting:
◦User-selected delegates or AI Agents ◦Delegate tagging and historical position summaries
-Multi-Chain & Multi-Project Layout (BNB, Arbitrum, and more)
Phase 1 — MVP Integration (Late May – June) Integrate Metis into Quack AI with the following deliverables:
●Deploy Quack AI’s voting contracts on Metis ●Connect to Metis voting power logic and support multi-token strategies ●Enable Metis Core Team to publish proposals via Quack AI ●Leverage existing AI-powered features: ◦AI-generated proposal summaries ◦Risk/benefit insights ◦Delegate recommendations (including upcoming AI Agent delegation) ●Drive significant traffic from proposal views back to the Forum to strengthen discussion loops、
Phase 2 — Governance Activation (Late June – Early July) Enable more open and decentralized participation:
●Support permissionless proposal creation for qualified community members ●Allow the Metis team to define proposal creation rules via token thresholds, allowlists, or custom gating logic ●If technical bandwidth allows, begin UX/feature design for deeper Forum integration in this phase
Why it matters: ●Many governance participants struggle to understand complex proposals or track lengthy discussions. ●Metis wants to retain Forum as a key governance interface while driving more informed engagement.
What we will deliver: ●AI-powered summaries for every proposal, enriched with: ◦Key arguments from forum threads (if available) ◦Sentiment and controversial issue detection ◦Cross-proposal consistency (compare with previous proposals)
●Forum-aware summaries linking back to forum thread IDs, comment volume, and trends. ●Dynamic in-app linking between Quack AI and Metis Forum, enabling bi-directional traffic flow: voters from Quack AI are driven to Forum to dive deeper, while Forum readers are invited to vote or delegate via Quack AI
This creates a mutually reinforcing loop: ●Forum fuels context for better AI insights ●AI surfaces key forum content to casual or late voters ●Quack AI acts as a traffic amplifier for Forum participation by turning passive readers into active contributors
Result: Higher engagement, better decisions, and greater transparency
Late May – June: Launch Metis MVP governance page on Quack AI Late June – Early July: Open proposal creation to qualified users
●Marketing Support Joint blog post + announcement Visibility across Metis Twitter, Forum, and Community Updates
●Technical Support Provide Forum API access for post/thread metadata
Quack AI is not aiming to replace Snapshot overnight. Instead, we offer Metis an AI-native governance layer that makes proposals more accessible, decision-making smarter, and discussion more dynamic. This partnership has the potential to become a flagship model for governance modernization across other DAOs.
We look forward to exploring this opportunity together.
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