AI DAO Manager

The AI DAO Manager lets you use "rules" around productivity and accountability with your team and track it with a webextension. AI agents help generating rules, tracking input/output, provide evaluations, and give coaching and reminders—without micromanagement.

⚠️ Problem:

Your team, DAO, or friend group is hyped but struggles to get things done. You need minimum accountability that respects intrinsic motivation and social dynamics.

Things that kill motivation:

• Hierarchies, office politics
• Policing peers instead of building
• Leaderboards (Social Comparison Theory)
• Performance-based rewards / ineffective gamification (Goodhart's Law)

✅ Solution:

AI managers that imitate human-like management—giving private qualitative feedback and only notifying the group when necessary. Never revealing quantitative performance data, only qualitative feedback through an AI.

⚙️ How It Works:

1. User login with Connect Wallet (Coinbase Smart Wallet)
2. Create or Join Organization
3. Create Roles → Roles give access to "Tasks" with related rewards based on performance and effort
4. Create Tasks & Requirements → The team lists common tasks with performance measures.
5. Create Requirements → AI suggests requirements based on Task and related tools
6. Suggest Rules→ AI suggests performance thresholds and rules based on available Tool Tracking Data
7. Initialize Task & Tracking Agents → In the background AI agents are tracking tool analytics and store it in Nillion Database for privacy.
8. Track Earnings & Potential Rewards → Uses Coinbase Agentkit to fetch earnings data and future potential rewards.
9. Possibility for arbitration - Request to see the data against payment.

💡 Example Use Cases:

Example Task #1: Discord Moderation Role: DAO Community Manager Tool: Discord

Requirement: 🎤 Send at least 1 message daily in #general 😍 Thriving: 10+ messages → AI gives a public shout-out 👋 Minding: 6 messages → AI gives a private nudge 🤔 Slacking: 3 messages → AI suggests action plan ⛔️ Mocking: No engagement → Requires check-in with the team

Requirement: 🎤: Resolve reports in under 30 minutes 😍 Thriving: <1 minute → AI highlights efficiency 👋 Minding: 30-60 minutes → AI suggests prioritization tips 🤔 Slacking: 1-3 hours → AI prompts for better workflows ⛔️ Mocking: >3 hours → Requires accountability check

Example Task #2: Build Nillion integration Role: Developer Tool: Github Requirement: 📦 At least 5 commits per weekly sprint on Nillion branch Rules: 😍 Thriving: 10+ commits → AI celebrates contribution 👋 Minding: 4 commits → AI nudges to check workload 🤔 Slacking: 2 commits → AI suggests pairing up ⛔️ Mocking: 0 commits → Requires sync with the team