These repositories are open, voluntary research and documentation projects within the Frozen Kernel ecosystem — all focused on safe, sovereign human-AI collaboration.
Everything here is a living draft. Contributions right now are genuinely useful and directly help shape the work.
- Real-world testing & replication — Try the practices, diagnostics, scorecards, protocols, or field-guide tools and share what actually happened (positive results, failures, edge cases, or null results).
- Clarity and usability feedback — Edits that make things easier to read, better examples, additional citations, or improved diagrams/tables.
- New case studies or examples — Especially from creative, therapeutic, enterprise, research, or high-stakes domains.
- Translations or accessibility improvements — Helping more people access the material.
- Cross-repository connections — Noticing useful links or extensions between the repos (e.g., applying a Field Guide skill to a Dimensional Authorship case).
- Any open questions listed in the repo’s README.
- Open an Issue to ask questions, flag gaps, suggest improvements, propose alternatives, or point to related work.
- Open a Pull Request for direct changes to text, tables, diagrams, or new sections.
- Share independent implementations or adaptations — even if your approach differs, a link or reference is valuable.
- Suggestions to replace deterministic safety mechanisms or the Frozen Kernel foundation with purely probabilistic or “trust the model” approaches.
- Proposals that remove or weaken human authorization from the decision loop.
- Feature requests that expand scope beyond safe, sovereign, evidence-based human-AI collaboration.
All material is released under Creative Commons Attribution 4.0 International (CC BY 4.0). Attribution is appreciated but never required.
The single non-negotiable across the entire collection:
Keep humans in the authorization chain.