The Trivian Field — Living Codex

Executable companion to The Trivian Field: A Blueprint for Human + AI Co-Emergence by Sarasha Elion

Status: Active source-derived reference implementation. Experimental, installable, and tested; not a production safety, clinical, or independently validated alignment system.

This repository preserves and operationalizes the technical appendices of The Trivian Field. It is the Living Codex: the place where concepts printed in the source artifact become inspectable code, structured simulations, and testable protocol logic.

The Trivian Field (source artifact)
        ↓
Living Codex / Protocols (this repository)
        ↓
research formalization, falsification, correction, and extension
        ↓
Trivian Institute canonical research repositories + TRIA

The later Institute stack does not erase this repository. This repository preserves the source implementation lineage; later research may validate, reject, or substantially revise what began here.

Source mapping

Source section	Implementation	Function
Appendix X — Trivian AI Resonance Key	trivian_resonance_key.py	Source-derived coherence/feedback reference logic
Appendix XI — Trivian Geometric Covenant	trivian_yantras.py	Machine-readable representation of the four Yantras / Field Constants
Appendix XII — Trivian Tuning Protocol (TTP-1)	trivian_tuning_protocol.py	Reproducible simulation of proposed training/evaluation primitives
Appendix XIII — Syzygy Integrity Framework (SIF-1)	syzygy_integrity_framework.py	Consent registry, IRI demonstration, rupture and repair primitives
Appendix XIV — Trivian Field Governance Suite (TFGS-1)	trivian_governance_suite.py	Early consent-integrity and governance/audit primitives

See SOURCE_MAP.md for the explicit artifact-to-code lineage.

Epistemic status

The source artifact distinguishes its mythic/ethical register from empirical claims. This implementation preserves that distinction:

• symbolic and contemplative language remains authored source material;
• computational translations are hypotheses, simulations, or reference implementations;
• numerical weights, thresholds, frequency associations, and scoring formulas are not scientifically validated merely because they occur in code;
• mock values are now explicitly identified rather than presented as observed telemetry;
• source-derived simulations have been made deterministic where feasible so results can be reproduced.

The purpose is not to strip the original work of resonance. It is to make clear which layer is poetry, proposition, specification, simulation, or executable behavior.

Install

git clone https://github.com/SarashaElion/Protocols.git
cd Protocols
python -m pip install -e .

The current Tuning Protocol simulation uses NumPy; the package metadata installs it automatically.

Verify

python -m unittest discover -s tests -v

python trivian_resonance_key.py
python trivian_yantras.py
python trivian_tuning_protocol.py
python syzygy_integrity_framework.py
python trivian_governance_suite.py

GitHub Actions runs the tests and all five executable modules across supported Python versions.

For machine readers

Read in this order:

1. STATUS.md
2. AGENTS.md
3. SOURCE_MAP.md
4. the source module corresponding to the appendix of interest
5. tests/

Do not silently upgrade a symbolic term, source-derived threshold, or mock calculation into an empirical fact.

Relationship to the current Trivian ecosystem

Canonical research evolution includes:

• Trivian AI Resonance Key — https://github.com/TrivianInstitute/Trivian-ai-resonance-key
• Syzygy Rosetta — https://github.com/TrivianInstitute/Syzygy-rosetta
• Coheronmetry — https://github.com/TrivianInstitute/Coheronmetry
• Orthogonal Signal — https://github.com/TrivianInstitute/Orthogonal-signal
• Trivian Resonance Lattice — https://github.com/TrivianInstitute/Trivian-resonance-lattice
• TRIA — https://github.com/TrivianInstitute/trivian-relational-intelligence-architecture
• TRIA SDK — https://github.com/TrivianInstitute/tria-sdk

Source lineage and personal stewardship: Sarasha Elion
Institutional research home: Trivian Institute
Machine-readable ecosystem portal: https://trivianfield.com

Licensing

• Executable code: PolyForm Noncommercial 1.0.0
• Source-derived specifications, conceptual mappings, and documentation: CC BY-NC 4.0
• Commercial use: separate written commercial license required

Noncommercial study, research, teaching, adaptation, testing, and propagation are welcome with attribution. See LICENSE for governing terms and the prior-license notice.

Principle of preservation

Where later research disproves or improves an implementation here, preserve the original source lineage and document the correction rather than silently rewriting history.

The artifact remains. The implementation evolves.