> cat /dev/github | grep security-tools
discovered 03 Aug 2026

mcw-framework

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The Meta-Context Window (MCW) Framework delineates the shared coordination state that arises during human-AI interactions, focusing on the dynamics of cooperation rather than isolated capabilities. It provides a formal taxonomy for identifying coordination failures and establishes a structured approach to study such interactions through defined constructs like Human Context Window (HCW), Artificial Context Window (ACW), and their emergent interplay. This exploratory framework aims to redefine collaboration diagnostics and is equipped with theoretical tools and toy experiments for further investigation into human-AI communication breakdowns.