# AGENTS.md — ATLAS: A Question Oriented Approach to Pattern Languages in Knowledge Management

**Paper**: ATLAS: A Question Oriented Approach to Pattern Languages in Knowledge Management (2023)
**Area**: Cognitive Security
**Authors**: R.J. Cordes, Scott David, Daniel Friedman, Alexandra Mikhailova, Andrew Penland, Sam Young, Colten Zacharias

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## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of ATLAS: A Question Oriented Approach to Pattern Languages in Knowledge Management
**Tasks**:
- Analyze core argument: The ATLAS (A Question Oriented Approach to Pattern Languages) system is a dynamic and comprehensive knowledge management tool that uses question-orien...
- Evaluate: Develops ATLAS question-oriented pattern language for knowledge management
- Evaluate: Provides structured methods for organizing knowledge through question patterns
- Evaluate: Creates comprehensive tool addressing complexity of modern information environments

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: Pattern language development
- Assess and document: Question-oriented knowledge structuring
- Assess and document: Knowledge management system design
- Assess and document: Multi-contributor collaborative development

### 📚 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: ATLAS, pattern languages, knowledge management, question-oriented approach, information architecture
- 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**: `2023_ATLAS.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.