Regen Network Agentic Tokenomics & Governance System

A comprehensive framework for building a 65-75% automated governance, ecological claims, crediting, contracting utility layer, and tokenomics system for Regen Network, integrating AI agents with on-chain infrastructure.

Project Overview

This repository contains the design specifications and implementation plans for an agentic tokenomics system that:

• Automates routine governance and registry operations
• Augments human decision-making with AI-powered analysis
• Ensures transparency through KOI knowledge infrastructure
• Maintains human oversight for critical decisions

Architecture Summary

┌─────────────────────────────────────────────────────────────────┐
│                    PRESENTATION LAYER                           │
│         Discord │ Twitter │ Telegram │ Web UI │ CLI             │
├─────────────────────────────────────────────────────────────────┤
│                    ELIZAOS RUNTIME                              │
│  Registry Reviewer │ Governance Analyst │ Market │ Validator    │
├─────────────────────────────────────────────────────────────────┤
│                    MCP INTEGRATION LAYER                        │
│         KOI MCP │ Ledger MCP │ TX Builder MCP                   │
├─────────────────────────────────────────────────────────────────┤
│                    DATA LAYER                                   │
│    PostgreSQL (Agent State) │ Jena (Knowledge) │ Regen Ledger   │
└─────────────────────────────────────────────────────────────────┘

Governance Layers

Layer	Delegation	Automation	Examples
Layer 1	Fully Automated	100%	Price monitoring, data validation
Layer 2	Agentic + Oversight	85%+	Credit class screening, routine proposals
Layer 3	Human-in-Loop	50%	Large grants, contested decisions
Layer 4	Constitutional	0%	Protocol upgrades, governance changes

Phase Structure

Phase 1: Discovery & Analysis ✅

• Stakeholder & value flow mapping
• Tokenomic mechanisms inventory
• Agentic service identification
• Governance layer architecture
• System architecture synthesis

Phase 2: Mechanism Design & Specification ✅

• Token utility mechanism specifications (5 protocols)
• Agentic workflow design (12 workflows)
• Governance process formalization (5 processes)
• Agent orchestration architecture (4 agents)
• Data schema & integration specification

Phase 3: Implementation & Testing (Planned)

• Smart contract development
• Agent implementation
• Integration testing
• Security audits

Phase 4: Deployment & Migration (Planned)

• Testnet deployment
• Mainnet migration
• Community onboarding

Phase 5: Operations & Evolution (Planned)

• Monitoring & maintenance
• Continuous improvement
• Community governance handoff

Key Specifications

Mechanisms

• m010 — Reputation Signal (v0 advisory)

Token Mechanisms

• M001-ENH: Credit Class Approval Voting Enhancement
• M008: Data Attestation Bonding
• M009: Service Provision Escrow
• M010: Reputation/Legitimacy Signaling
• M011: Marketplace Curation & Quality Signals

Agent Personas

• AGENT-001: Registry Reviewer
• AGENT-002: Governance Analyst
• AGENT-003: Market Monitor
• AGENT-004: Validator Monitor

Technology Stack

• Agent Runtime: ElizaOS
• Knowledge Graph: Apache Jena + KOI Framework
• Blockchain: Regen Ledger (Cosmos SDK)
• Smart Contracts: CosmWasm + DAO DAO
• Database: PostgreSQL (pgvector)
• Cache/Queue: Redis Streams
• Embeddings: BGE (1024-dim)

On-Chain Context

Based on Regen Network mainnet (as of analysis):

• 13 credit classes
• 58+ registered projects
• 78+ credit batches
• 61+ governance proposals (historical)
• ~3.2M REGEN in community pool
• ~224M REGEN total supply

Repository Structure

regen-agentic-tokenomics/
├── README.md
├── CONTRIBUTING.md
├── CHANGELOG.md
├── package.json
├── WG_BULK_PACK.md
├── docs/
│   ├── MECHANISM_CONSUMERS.md
│   ├── MECHANISM_INDEX.md
│   ├── RELEASE.md
│   ├── contributor-guide/
│   └── governance/
├── mechanisms/
│   └── m010-reputation-signal/
│       ├── SPEC.md
│       ├── README.md
│       ├── datasets/
│       ├── reference-impl/
│       └── schemas/
├── phase-1/
│   ├── README.md
│   ├── 1.1-stakeholder-value-flow.md
│   ├── 1.2-tokenomic-mechanisms.md
│   ├── 1.3-agentic-services.md
│   ├── 1.4-governance-architecture.md
│   └── 1.5-system-architecture.md
├── phase-2/
│   ├── README.md
│   ├── 2.1-token-utility-mechanisms.md
│   ├── 2.2-agentic-workflows.md
│   ├── 2.3-governance-processes.md
│   ├── 2.4-agent-orchestration.md
│   └── 2.5-data-schema-integration.md
├── phase-3/
│   ├── README.md
│   ├── 3.1-smart-contract-specs.md
│   ├── 3.2-agent-implementation.md
│   ├── 3.3-testing-plan.md
│   ├── 3.4-security-framework.md
│   └── 3.5-technical-docs.md
└── scripts/
    ├── verify.mjs
    └── build-mechanism-index.mjs

Contributing

This project is developed in collaboration with Regen Network community. Contributions, feedback, and discussion are welcome.

License

[To be determined - suggest Apache 2.0 or MIT for code, CC-BY-SA for documentation]

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Generated with assistance from Claude Code, grounded in Regen Network's KOI and Ledger MCP infrastructure.