# AGENTS.md — The MutAnts are here

**Paper**: The MutAnts are here (2017)
**Area**: Entomology
**Authors**: Daniel A. Friedman, Deborah M. Gordon, Liqun Luo

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## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of The MutAnts are here
**Tasks**:
- Analyze core argument: The development of CRISPR/Cas9-mediated gene knockout in two ant species opens a new window into exploring how social insects use olfactory cues to or...
- Evaluate: Previews two landmark CRISPR/Cas9 ant gene knockout studies in Cell
- Evaluate: Contextualizes Orco knockout results within ant olfactory receptor evolution
- Evaluate: Highlights the massive OR gene family expansion in ants as a social adaptation

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: CRISPR/Cas9 gene editing (reviewed)
- Assess and document: Olfactory receptor gene family analysis
- Assess and document: Comparative behavioral phenotyping
- Assess and document: Phylogenetic analysis of OR gene expansion

### 📚 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: CRISPR/Cas9, Orco gene, olfactory receptor, ant genetics, Ooceraea biroi
- 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**: `2017_MutAnts.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.