The Universal Coherence Framework (UCF) is a neutral, open-source exploration of patterns that appear across biological, cognitive, technological, and social systems, with a focus on how they stabilize, drift, adapt, and reorganize.
The Universal Coherence Framework (UCF) attempts to identify structural similarities across very different kinds of systems without relying on discipline-specific jargon or authority-based assumptions.
Recurring dynamics are organized into modular documents so each concept can evolve independently while remaining connected to the larger coherence model.
The framework is developed through:
Instead of staying inside a single discipline, the UCF follows shared structure across contexts: feedback loops, coherence gradients, self-maintaining processes, identity boundaries, collective behavior, and adaptive stability.
The repository is organized around thematic documents, each examining one dimension of coherence:
Each document is intended to stand alone while also functioning as part of a larger network of ideas.
Work in this framework is guided by a few simple principles:
The framework does not claim authority or completeness. It reflects an ongoing attempt to map universal structural patterns across domains in a way that is useful, adaptable, and open to critique.
All documents and models are released under a CC0 / public domain dedication. Use, modify, or extend freely.