# AGENTS.md — Editorial Quality at Scale: A Reproducible Prose-Review Pipeline

**Paper**: Editorial Quality at Scale: A Reproducible Prose-Review Pipeline (2026)
**Domain**: Computational
**Authors**: Daniel Ari Friedman

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## Agent Roles

### 📖 ARCHIVIST
- Maintains bibliographic metadata and cross-references
- Tracks citation links and DOI consistency for EditorialQualityAt
- Updates related_papers links when new connections are identified

### 🔬 RESEARCHER
- Extracts methods: Software pipeline design, Data-driven analysis
- Identifies findings: This paper documents template_prose_project, the prose-focused exemplar of the Research Project Template (https://github.com/docxology/template)., It pairs the template's two-layer architecture with the prose analysis infrastructure (https://github.com/docxology/template/tree/main/infrastructure/prose) (readability metrics, structural outline, e
- Maps contributions to Computational literature

### 🎓 EDUCATOR
- Creates learning pathways for Computational concepts
- Develops SKILL.md with executable instructions
- Maintains prerequisite knowledge mapping

### 🔗 INTEGRATOR
- Connects Editorial Quality at Scale: A Reproducible Prose-Review Pipeline to related works in the bibliography
- Maps paper-to-software relationships
- Updates cross-domain connections

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## Extraction Log

| Date | Agent | Action | Status |
|------|-------|--------|--------|
| 2026-07-01 | ARCHIVIST | Cataloged metadata | ✅ |
| 2026-07-01 | RESEARCHER | Extracted methods/findings | ✅ |
| 2026-07-01 | EDUCATOR | Generated documentation | ✅ |

## Cross-References

### Related Papers
- [2023_NSFReporting](../2023_NSFReporting/)
- [2023_NaturalAIBased](../2023_NaturalAIBased/)
- [2025_AuBI](../2025_AuBI/)

### Related Software
- https://github.com/docxology/template_prose_project