Repository: Tuttotorna/omnia-limit Release tag: v2026.05.21 Release commit: 4998b6c Release DOI: 10.5281/zenodo.20322684
Boundary:
measurement != validation validation != orchestration orchestration != decision decision != measurement
Zenodo DOI badge for this repository.
Repository: Tuttotorna/omnia-limit GitHub repository id: 1128461964 Release tag: v2026.05.21 Latest release DOI: 10.5281/zenodo.20322684
Release DOI: 10.5281/zenodo.18362097
GitHub release: omnia-limit v1.0.0 release
From a clean environment:
git clone [omnia-limit.git](https://github.com/Tuttotorna/omnia-limit.git)
cd omnia-limit
python -m pip install -e .
pytest
If example scripts are available, run the smallest demonstration after tests pass.
The goal is to see the limit path:
measurement sequence
-> marginal structural gain
-> saturation / irreversibility
-> stop-or-continue boundary
-> external decision
omnia-limit observes a sequence of structural measurements and asks whether continuing still adds useful structural discrimination.
It can support stop / continue signals when a measurement process appears saturated, exhausted, irreversible, unstable, or no longer structurally productive under declared conditions.
Public compression:
OMNIA measures.
omnia-limit asks whether more measurement still helps.
omnia-limit does not:
- infer semantic truth;
- decide correctness;
- replace external judgment;
- prove final truth;
- prove physical truth;
- perform security scanning;
- perform cryptographic attacks;
- convert stop / continue signals into final decisions.
The final decision remains external.
More measurement is not always more knowledge.
At some point, additional transformation may stop adding structure.
omnia-limit makes that boundary explicit.
Every serious omnia-limit result should make clear:
| Component | Meaning |
|---|---|
| sequence | The measurement sequence being observed |
| marginal gain | What additional structure is gained by continuing |
| saturation | Whether the sequence is approaching exhaustion |
| irreversibility | Whether structural loss becomes non-recoverable |
| boundary signal | stop, continue, flag, or inconclusive |
| limitation | What the signal does not prove |
| external decision | Who or what acts after the boundary signal |
Recommended result vocabulary:
continue
stop
flag
inconclusive
Meaning:
- continue: more measurement may still add useful structural discrimination;
- stop: further measurement is unlikely to add useful structural discrimination under the declared protocol;
- flag: instability, irreversibility, or saturation requires inspection;
- inconclusive: the sequence is insufficient or ambiguous.
- docs/QUICKSTART_LIMIT.md
- docs/LIMIT_OVERVIEW.md
- docs/STOP_CONTINUE_CONTRACT.md
- docs/SATURATION_AND_IRREVERSIBILITY.md
- docs/BOUNDARY.md
- docs/LIMIT_MANIFEST.json
For the full ecosystem map, start here:
For public validation artifacts, start here:
For core structural measurement, 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
Decision remains external
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.