Overview

Open-source architecture for human-AI systems adaptation.

Provenance & Reference Architecture Node

This site serves as a static archival node establishing intellectual provenance and prior art for Nervous System Thinking and the SIGNAL Change Management Framework.

To eliminate administrative friction and maintain a single source of truth, active research, framework iterations, and community discussions are hosted exclusively on Substack.

Primary Resources

Primary Research & Open Frameworks:
Explore the complete library of open-source architectures, diagnostic tools, and operational field notes at the main publication:
👉 https://nervoussystemthinking.substack.com
Flagship Open Protocol:
The SIGNAL Change Management Framework is published as an open-source reference architecture under Creative Commons (CC BY 4.0). You are free to use, adapt, and deploy it in live environments with proper attribution.
Technical Builds & Safety Specs:
For mathematical regulation loops, runtime protocols, and technical trace data, visit the GitHub repository:
👉 https://github.com/penelopemallinckrodt-a11y

Partnership & Site Hosting Notice

This domain exists to preserve timestamped research anchors. I am actively stepped back from site maintenance to focus on real-world adaptation and open research.

If you represent an enterprise, academic institution, or change advisory firm interested in hosting, maintaining, or co-developing a formal web home or commercial integration for these open-source frameworks, please reach out via Substack.

Penelope Mallinckrodt
🌿 Open-source architecture for human-AI systems adaptation. Provenance matters.