# AGENTS.md — Systems Modeling and Cognitive Audits for Hypercert Ecosystems

**Paper**: Systems Modeling and Cognitive Audits for Hypercert Ecosystems (2022)
**Area**: Cognitive Security
**Authors**: Active Inference Institute

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## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of Systems Modeling and Cognitive Audits for Hypercert Ecosystems
**Tasks**:
- Analyze core argument: We apply systems modeling and cognitive audits to Hypercert ecosystems for decentralized science (DeSci). Using the Active Entity Ontology for Science...
- Evaluate: Applies Active Inference to Hypercert ecosystem modeling
- Evaluate: Develops cognitive audit methodology for DeSci systems
- Evaluate: Integrates AEOS ontology with decentralized funding mechanisms

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: Systems modeling
- Assess and document: Cognitive auditing
- Assess and document: Active Blockference framework
- Assess and document: Decentralized science analysis

### 📚 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: Hypercerts, DeSci, decentralized science, Active Blockference, AEOS
- 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**: `2022_HypercertEcosystems.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.