# AGENTS.md — The Ant Stack

**Paper**: The Ant Stack (2025)
**Area**: Entomology
**Authors**: Daniel A. Friedman

---

## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of The Ant Stack
**Tasks**:
- Analyze core argument: AntStack presents a multilevel framework for modeling ant colony organization, from molecular and neural processes at the individual scale through int...
- Evaluate: Develops AntStack multilevel framework for ant colony modeling
- Evaluate: Provides structured approach to cross-scale data integration in myrmecology

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: Multilevel framework design
- Assess and document: Cross-scale biological integration
- Assess and document: Colony modeling methodology

### 📚 Citation Agent
**Focus**: Citation context and scholarly impact
**Tasks**:
- Track citations and impact of this entomology 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: AntStack, multilevel modeling, ant colonies, social insects, multiscale biology
- 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**: `2025_AntStack.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.