# AGENTS.md — FarmWorks: Decentralized AI Agents for Personalized Solutions

**Paper**: FarmWorks: Decentralized AI Agents for Personalized Solutions (2024)
**Area**: Cognitive Security
**Authors**: Daniel A. Friedman, Vladimir Baulin, Jonathan Minchin

---

## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of FarmWorks: Decentralized AI Agents for Personalized Solutions
**Tasks**:
- Analyze core argument: FarmWorks is a proposal for a decentralized AI-powered agricultural platform that enables personalized, farm-scale solutions while resisting power con...
- Evaluate: Proposes decentralized AI agriculture platform resisting power concentration
- Evaluate: Integrates Active Inference with real-time sensor data for personalized farm recommendations
- Evaluate: Designs 6 Work Packages from sensor deployment to pilot testing

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: IoT sensor network deployment (soil moisture, temperature, pH, humidity)
- Assess and document: Edge computing for local AI model training
- Assess and document: Active Inference models for agricultural decision support
- Assess and document: LoRa and 4G/5G communication protocols
- Assess and document: Decentralized federated learning

### 📚 Citation Agent
**Focus**: Citation context and scholarly impact
**Tasks**:
- Track citations and impact of this cognitive security work
- Map connections to related works in the Friedman corpus
- Identify citing papers and downstream applications

### 🔗 Synthesis Agent
**Focus**: Cross-paper and cross-domain connections
**Tasks**:
- Connect themes: FarmWorks, decentralized AI, precision agriculture, Active Inference, sensor networks
- Link to related works in the docxology corpus
- Identify synergies across Active Inference, entomology, and cognitive security

### 💼 Consultant Agent
**Focus**: Practical application and knowledge transfer
**Tasks**:
- Evaluates practical applications and implementation strategies for this research
- Maps findings to industry challenges, Active Inference, and technological solutions
- Facilitates knowledge transfer to external teams and collaborators

## Extraction Log

- **Source PDF**: `2024_FarmWorks.pdf`
- **PDF Status**: ✅ Available
- **Documentation Quality**: Hand-curated from direct PDF analysis

## Related Papers

See [BIBLIOGRAPHY.md](../../pages/BIBLIOGRAPHY.md) for the full publication catalog.