# AGENTS.md — Thoughtseeds: A Hierarchical and Agentic Framework for Investigating Thought Dynamics in Meditative States

**Paper**: Thoughtseeds: A Hierarchical and Agentic Framework for Investigating Thought Dynamics in Meditative States (2025)
**Area**: Active Inference
**Authors**: Prakash Chandra Kavi, Gorka Zamora-López, Daniel Ari Friedman, Gustavo Patow

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## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of Thoughtseeds: A Hierarchical and Agentic Framework for Investigating Thought Dynamics in Meditative States
**Tasks**:
- Analyze core argument: Thoughtseeds presents a hierarchical and agentic framework for investigating thought dynamics in meditative states. The framework models thoughts as s...
- Evaluate: Introduces Thoughtseeds framework for modeling thought dynamics in meditation
- Evaluate: Models thoughts as self-organizing agents using Active Inference
- Evaluate: Provides agentic framework for investigating meditative states

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: Hierarchical agent-based modeling
- Assess and document: Active Inference thought dynamics
- Assess and document: Meditation state analysis
- Assess and document: Cognitive landscape simulation

### 📚 Citation Agent
**Focus**: Citation context and scholarly impact
**Tasks**:
- Track citations and impact of this active inference 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: Thoughtseeds, meditation, thought dynamics, hierarchical modeling, agentic framework
- 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_Thoughtseeds.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.