scawful/afs

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scawful b28c092b3c Add research sources catalog and CLI plan

2025-12-30 16:59:09 -05:00

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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.