ResourceESGAgent

Universal ESG risk detection agent for natural resources: timber 🌲, amber 💎, ore ⛏️ — and extensible to any resource type.

Part of the AuditorSEC Initiative ecosystem. Implements the UHIP-2A Resource Integrity module for reconstruction risk analytics.

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🎯 What It Does

• Hack pattern detection: identifies misclassified shipments (e.g. roundwood smuggled as "firewood", raw amber as "scrap")
• Multi-resource rules engine: pluggable RESOURCE_RULES config per resource type
• ESG risk profiling: per-enterprise risk scores (LOW / MEDIUM / HIGH / CRITICAL)
• React dashboard: maps, pie charts, shipment tables, PDF export
• Grafana integration: real-time Prometheus metrics for all resource types
• n8n workflow: YouTube/RSS → LLM summaries → NATS events → ESG agent

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🏗️ Architecture

agents/resource_esg/
├── models.py          # SQLAlchemy: ResourceShipment, EsgResourceRiskProfile
├── service.py         # RESOURCE_RULES engine + classify_shipment()
├── api.py             # FastAPI endpoints
├── ui/                # React dashboard (maps, charts, reports)
├── grafana/           # Grafana dashboard.json (multi-resource metrics)
├── k8s/               # Helm charts for Kubernetes deployment
├── tests/
│   └── multi_resource.csv   # Test data: timber/amber/ore
├── deploy.sh          # One-command production deploy
└── README.md

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🚀 Quick Start

git clone https://github.com/AuditorSEC-Initiative/resource-esg-agent
cd resource-esg-agent

# Install backend deps
pip install fastapi sqlalchemy psycopg2-binary uvicorn

# Start API
uvicorn agents.resource_esg.api:app --reload

# Load test data
python load_test_data.py

# Or full production deploy
bash deploy.sh

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📦 Resource Rules

RESOURCE_RULES = {
    "timber": {
        "hack_patterns": {"firewood": [(1.8, 2.6, "roundwood")]},
        "critical_species": {"бук", "модрина"}
    },
    "amber": {
        "hack_patterns": {"scrap": [(0.1, 50, "raw_amber")]},
        "export_limit_kg": 1000
    },
    "ore": {
        "hack_patterns": {"construction_sand": [(1000, 5000, "strategic_ore")]},
        "critical_species": {"titanium", "lithium"}
    }
}

Add new resource types by extending RESOURCE_RULES — no code changes needed.

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🖥️ API Endpoints

Method	Endpoint	Description
GET	/api/v1/esg/resource/{enterprise_id}/{period}	ESG risk profile
GET	/api/v1/esg/resource/{enterprise_id}/shipments	Shipment list (filterable by resource_type)
POST	/api/v1/esg/resource/shipments	Ingest new shipment
GET	/api/v1/esg/resource/metrics	Prometheus metrics

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📊 Grafana Dashboard

Import grafana/dashboard.json into your Grafana instance.

Panels:

• Risks by Resource Type — pie/bar per timber/amber/ore
• Hack Detection Rate — time series over 24h
• Enterprise Risk Heatmap
• Variable filter: resource_type (multi-select)

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🔗 Ecosystem Integration

YouTube RSS → summaries-fuel LLM →
  if "ліс|янтарь|деревина" detected →
    NATS event: resource_shipment.created →
      ResourceESGAgent → ESG profile → alert → PDF report

Connects to:

• auditorsec-summaries-fuel-mvp — LLM narrative pipeline
• auditorsec-llm-bridge — AI audit reasoning
• bachmach-pqc-iot-sentinel — IoT telemetry
• dabroiotexs-dao-decentralization — DAO governance

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🌍 Grant Eligibility

• UHIP-2A: Resource Integrity module for reconstruction risk
• MaJoR EDF: Dual-use resource monitoring (timber/amber in conflict zones)
• EU Horizon Europe: ESG compliance infrastructure
• Gitcoin Grants: Public goods — open ESG data for Ukraine
• BRAVE1: Defense-civilian resource integrity tool

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🤝 Contributing

See CONTRIBUTING.md. PRs for new resource types, detection rules, UI features always welcome.

🔒 Security

See SECURITY.md.

📄 License

MIT — see LICENSE.

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Built in Bakhmach, Chernihiv oblast 🇺🇦 — AuditorSEC Initiative