The operational entry point of OMNIA is now reduced to one primary object:
Decision-Validity Audit
Primary file:
Core criterion:
A projection is valid only for the decisions it preserves.
Formal condition:
D = d composed with pi
Equivalently:
pi(omega1) = pi(omega2) implies D(omega1) = D(omega2)
Operational failure:
If two states become identical under the projection but require different decisions, the projection cannot ground that decision.
Public sentence:
Correct answers to the wrong object are not solutions.
All other files in field-tools/ are supporting material, examples, templates, or secondary applications.
This repository does not treat internal coherence, GitHub publication, Zenodo DOI, release history, or public posting as validation.
The claim remains narrow:
A decision cannot be validly founded on an object that does not preserve the distinctions required by that decision.
\n\n
The threshold formulation is:
A projection is valid only for the decisions it preserves.
Let:
Omega = accessible field / generative structure
pi: Omega -> P = projection, metric, benchmark, aggregate, model, representation, score, frame, or visible output
D: Omega -> A = decision, inference, classification, or judgement
The projection pi is valid for D if and only if:
D = d composed with pi
for some function d: P -> A.
Equivalently:
pi(omega1) = pi(omega2) implies D(omega1) = D(omega2).
If two states become identical under the projection but require different decisions, then the decision cannot be founded on that projection.
Core document:
PROJECTION-FIDELITY-DECISION-VALIDITY-CRITERION.md
\n\nThe strongest mathematical form of OMNIA is:
A projection is valid only for the decisions it preserves.
Let:
Omega be the accessible total field or generative structure.
pi: Omega -> P be a projection, reduction, aggregation, representation, measurement, or visible terminal form.
D: Omega -> A be the decision, inference, classification, or property required on the full field.
The projection pi is faithful with respect to D if and only if there exists a function:
d: P -> A
such that:
D = d composed with pi
Equivalently:
pi(omega1) = pi(omega2) implies D(omega1) = D(omega2)
for all omega1, omega2 in Omega.
Projection failure occurs when:
pi(omega1) = pi(omega2) but D(omega1) != D(omega2).
In that case, the projection collapses states that require different decisions.
So the answer may be correct for the projection, but the projection is not faithful to the decision.
Public translation:
the answer is correct for the wrong object.
Core document:
PROJECTION-FIDELITY-THEOREM.md
Applied case:
APPLIED-CASE-002-PROJECTION-DECISION-FAILURE.md
\n\nThe public doorway into OMNIA is not abstract theory.
It is a simple operational question:
is the answer correct for the right object?
OMNIA detects when a correct answer is answering the wrong object.
A decision becomes structurally wrong when it is made on a reduced projection while being used as if it were made on the full accessible structure.
Minimal formula:
E(T, pi) = Assert(pi(T) = T)
Operational form:
E_D(T, pi) = Delta(D(pi(T)), D(T))
Where:
T is the accessible generative structure or wider field.
pi(T) is the reduced visible projection.
D is the decision, inference, calculation, classification, or judgement.
If the decision changes when the missing field is restored, the original decision was made on the wrong object.
Public documents:
\n\nOMNIA is not a collection of independent tools.
It is the operational field that detects when finite local correctness becomes structurally false by pretending to be total.
The central correction is:
local correctness is not total validity.
A finite answer can be correct.
A finite metric can be true.
A finite model can pass a test.
A finite process can work.
But none of these local forms can honestly declare itself autonomous, complete, or total.
OMNIA exists to expose the moment when a local success starts speaking as if it were the whole system.
The governing law is formalized here:
Public threshold release:
DOI:
Core document:
First applied case:
APPLIED-CASE-001-LOCAL-CORRECTNESS-IS-NOT-TOTAL-VALIDITY.md
This repository is not an independent fragment.
It is a local operational appearance of the same total field formalized in LAW OF TOTALITY.
Public threshold release: v0.1.2
See: TOTALITY-FIELD.md
This repository uses strict DOI ownership by exact repository identity.
OMNIA != OMNIA-VALIDATION OMNIA DOI != OMNIA-VALIDATION DOI repo_name substring match is forbidden for DOI ownership exact repository identity is required for DOI ownership this_repository: Tuttotorna/OMNIA this_repository_doi: 10.5281/zenodo.20322683 other_repository: Tuttotorna/OMNIA-VALIDATION other_repository_doi: 10.5281/zenodo.20322696
Repository: Tuttotorna/OMNIA Release tag: v2026.05.21 Release commit: 335ea50 Release DOI: 10.5281/zenodo.20322683
Boundary:
measurement != validation validation != orchestration orchestration != decision decision != measurement DOI ownership != substring match OMNIA != OMNIA-VALIDATION
Zenodo DOI badge for this repository.
Repository: Tuttotorna/OMNIA GitHub repository id: 1142595417 Release tag: v2026.05.21 Release commit: 335ea50 Latest release DOI: 10.5281/zenodo.20322683
Ownership rule:
exact repository identity is required for DOI ownership repo_name substring match is forbidden for DOI ownership OMNIA != OMNIA-VALIDATION OMNIA DOI != OMNIA-VALIDATION DOI
Release DOI: 10.5281/zenodo.19820729
GitHub release: OMNIA v1.0.0 release
From a clean environment:
git clone [OMNIA.git](https://github.com/Tuttotorna/OMNIA.git)
cd OMNIA
python -m pip install -e .
pytest
If example scripts are available, run the smallest smoke test after tests pass.
The goal is to see the engine as a pipeline, not as a manifesto.
OMNIA measures structural behavior.
It can be used to observe whether an output, trace, representation, transformation, or trajectory remains structurally admissible under controlled changes.
The core engine path is:
input
-> transformation
-> measurement
-> structural output
-> boundary signal
OMNIA may expose signals such as stability, drift, irreversibility, saturation, compatibility, or structural fragility depending on the implemented measurement path.
OMNIA does not:
- infer semantic truth;
- decide correctness;
- replace external judgment;
- claim consciousness;
- perform security scanning;
- perform cryptographic attacks;
- recover keys;
- prove physical truth;
- turn structural stability into final meaning.
OMNIA stops at measurement.
Interpretation and decision remain external.
Surface correctness can pass.
Structural stability can fail.
OMNIA measures the structural side.
Every serious OMNIA measurement should make clear:
| Component | Meaning |
|---|---|
| input | What object, trace, output, or representation enters the engine |
| transformation | What controlled change is applied or observed |
| measurement | What structural property is measured |
| output | What signal, score, report, or artifact is produced |
| boundary | What the result does and does not claim |
A useful OMNIA output should distinguish:
measured signal
structural interpretation
external decision
The engine may produce the first.
The second must be explicit.
The third is outside OMNIA.
- docs/QUICKSTART_ENGINE.md
- docs/ENGINE_OVERVIEW.md
- docs/INPUT_OUTPUT_CONTRACT.md
- docs/MEASUREMENT_BOUNDARY.md
- docs/METRICS_GLOSSARY.md
- docs/ENGINE_MANIFEST.json
For the full ecosystem map, start here:
For public validation artifacts, start here:
| Repository | Role |
|---|---|
| lon-mirror | Canonical public entry point |
| OMNIA-VALIDATION | Public validation showroom |
| OMNIA | Core structural measurement engine |
| OMNIABASE | Representation invariance foundation |
| omnia-limit | Stop / continue boundary layer |
| OMNIA-RADAR | Structural signal detection layer |
| OMNIA-INVARIANCE | Structural invariance layer |
| OMNIA-CONSTANT | Structural constant candidate layer |
| OMNIAMIND | Structural cognition orchestration layer |
| OMNIA-THREE-BODY | Dynamic divergence stress test |
| OMNIA-SECURITY | Bounded structural security diagnostics |
| OMNIA-CRYPTO | Bounded structural crypto diagnostics |
measurement != inference != decision
MIT.
measurement != inference != decision
This repository is part of the MB-X.01 / OMNIA ecosystem. Its outputs must be read as structural measurement, validation, detection, orchestration or adapter artifacts according to the repository role. They are not autonomous semantic truth claims and they do not make external decisions.
measurement != inference != decision
This repository is part of the MB-X.01 / OMNIA ecosystem. Its outputs are structural measurement or validation artifacts, not semantic truth claims or autonomous decisions.
This repository is one bounded measurement role inside Structural Observability.
Role:
core post-hoc structural measurement engine
Boundary:
OMNIA measures structural behavior after an output, trace, or artifact already exists. It does not infer meaning, learn, or decide.
Structural Observability foundation:
- lon-mirror: https://github.com/Tuttotorna/lon-mirror
- Foundation release: https://github.com/Tuttotorna/lon-mirror/releases/tag/v0.2.2
- DOI: https://doi.org/10.5281/zenodo.20379374
Role document:
OMNIA is an output-level application of the L.O.N. Multi-Form Invariance Principle:
No single form is sovereign.
In OMNIA, this becomes:
No output form is sovereign.
A response is not trusted because it appears correct once. It must preserve structural compatibility under independent transformations of form.
See:
This repository is prepared for GitHub-Zenodo archival.
Repository: https://github.com/Tuttotorna/OMNIA
Latest GitHub release: v2026.05.21 (https://github.com/Tuttotorna/OMNIA/releases/tag/v2026.05.21)
Detected Zenodo DOI(s):
- https://doi.org/10.5281/zenodo.20322683
- https://doi.org/10.5281/zenodo.20322696
- https://doi.org/10.5281/zenodo.19820729
- https://doi.org/10.5281/zenodo.20379374
Metadata files used for archival/citation:
- .zenodo.json
- CITATION.cff
Zenodo note:
GitHub-Zenodo archiving works after the repository is enabled in Zenodo GitHub settings and a GitHub release is created.
\n\n\n\n