# Narrative

AFS is a research-only internal system focused on structuring context and workflow
for agentic tools. This repo tracks experiments and implementations; claims should
map to code or docs.

Full research catalog: `docs/RESEARCH_SOURCES.md`.

## Source papers (in `~/Documents/Research`)
- `2512.05470v1.pdf` — "Everything is Context: Agentic File System Abstraction for Context Engineering"
- `2512.08296.pdf` — "Towards a Science of Scaling Agent Systems"

## Cognitive protocol references
- `2510.04950v1.pdf` — title not present in metadata (file labeled "ArXiv"); user-noted as theory-of-mind / cognitive protocol related.
- `7799_Quantifying_Human_AI_Syne.pdf` — title not present in metadata; user-noted as theory-of-mind / cognitive protocol related.