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README

MB-X.01 / OMNIA

DOI

DOI

Zenodo DOI badge for this repository.

Repository: Tuttotorna/lon-mirror GitHub repository id: 1067137742 Latest release DOI: pending Zenodo publication or resolved dynamically by Zenodo badge

MB-X.01 / L.O.N. ecosystem entry point

lon-mirror is the root reference observer for the MB-X.01 / Logical Origin Node ecosystem.

Start here for the public ecosystem orientation:

  • MB-X.01 / L.O.N. Ecosystem Entry Point: https://github.com/Tuttotorna/OMNIA-VALIDATION/blob/main/docs/MBX01_LON_ECOSYSTEM_ENTRYPOINT.md
  • Root reference link: docs/MBX01_LON_ROOT_REFERENCE_LINK.md

Boundary:

measurement != validation != orchestration != decision

Public entry point

lon-mirror is the root reference observer for the MB-X.01 / Logical Origin Node ecosystem.

Start here:

  • Public entry point: docs/PUBLIC_ENTRYPOINT.md
  • Public entry point URL: https://github.com/Tuttotorna/lon-mirror/blob/main/docs/PUBLIC_ENTRYPOINT.md
  • Full MB-X.01 / L.O.N. ecosystem entry point: https://github.com/Tuttotorna/OMNIA-VALIDATION/blob/main/docs/MBX01_LON_ECOSYSTEM_ENTRYPOINT.md

Boundary:

measurement != validation != orchestration != decision

First reader path

For a non-technical first orientation, start here:

  • First reader path: docs/FIRST_READER_PATH.md
  • First reader path URL: https://github.com/Tuttotorna/lon-mirror/blob/main/docs/FIRST_READER_PATH.md
  • Public entry point: https://github.com/Tuttotorna/lon-mirror/blob/main/docs/PUBLIC_ENTRYPOINT.md
  • Full ecosystem entry point: https://github.com/Tuttotorna/OMNIA-VALIDATION/blob/main/docs/MBX01_LON_ECOSYSTEM_ENTRYPOINT.md

Thirty-second model:

lon-mirror is the root reference observer. It belongs to the MB-X.01 / L.O.N. ecosystem. It observes the declared backbone boundary. It does not validate independently. It does not decide.

Boundary:

measurement != validation != orchestration != decision

Patch anchors:

OMNIA-VALIDATION commit: 2e7e63c lon-mirror commit: f74b799

DOI

DOI

Release DOI: 10.5281/zenodo.20089284

GitHub release: lon-mirror v1.0.0 release

Start here in 60 seconds

If this is your first contact with the ecosystem, do not start from the theory.

Start from the smallest reproducible path:

git clone [OMNIA-VALIDATION.git](https://github.com/Tuttotorna/OMNIA-VALIDATION.git)
cd OMNIA-VALIDATION
python -m pip install -e .
pytest

Then read:

  1. OMNIA-VALIDATION — evidence, artifacts, reproducibility.
  2. OMNIA — core structural measurement engine.
  3. OMNIABASE — multi-representation foundation.

The public path is:

see evidence -> understand measurement -> understand representation

Not the reverse.


What OMNIA does

OMNIA measures structural behavior.

It can be used to observe whether a generated output, trace, representation, transformation, or trajectory remains structurally admissible under independent perturbations and transformations.

Canonical ecosystem pipeline:

detect -> measure -> test invariance -> certify limit -> validate/falsify

What OMNIA does not do

OMNIA does not:

  • infer semantic truth;
  • decide what is correct;
  • replace human judgment;
  • claim consciousness;
  • perform security scanning;
  • perform cryptographic attacks;
  • recover keys;
  • prove physical truth;
  • convert structural stability into final meaning.

The boundary is intentional:

measurement stops before inference
inference stops before decision
decision remains external

Recommended onboarding order

Step Repository Role
1 lon-mirror Canonical public hub and ecosystem entry point
2 OMNIA-VALIDATION Evidence, reproducibility, regression and artifact validation
3 OMNIA Post-hoc structural measurement engine
4 OMNIABASE Multi-representation and multi-base observation layer
5 OMNIA-RADAR Structural signal detection before measurement
6 OMNIA-INVARIANCE Cross-representation invariance under transformation
7 omnia-limit Boundary, stop condition and limit certification
8 OMNIA-CONSTANT Post-analysis and falsification of stable Omega regions
9 OMNIAMIND Structural cognition orchestration around OMNIA measurements
10 OMNIA-THREE-BODY Three-body structural divergence stress test
11 OMNIA-SECURITY Bounded structural diagnostics for security-relevant traces
12 OMNIA-CRYPTO Bounded structural diagnostics for crypto-like behavior

Ecosystem map

lon-mirror
  |
  |-- OMNIA-VALIDATION     evidence / reproducibility / regression
  |-- OMNIA                core structural measurement
  |-- OMNIABASE            multi-representation observation
  |-- OMNIA-RADAR          structural signal detection
  |-- OMNIA-INVARIANCE     invariance under transformation
  |-- omnia-limit          stop / continue boundary
  |-- OMNIA-CONSTANT       Omega-region falsification
  |-- OMNIAMIND            orchestration layer
  |-- OMNIA-THREE-BODY     dynamic stress test
  |-- OMNIA-SECURITY       bounded security diagnostics
  |-- OMNIA-CRYPTO         bounded crypto diagnostics

Current ecosystem status

The public restructuring pass has been completed across the core MB-X.01 / OMNIA repositories.

lon-mirror        = public entrance
OMNIA-VALIDATION = showroom / proof
OMNIA             = core measurement engine
OMNIABASE         = representation foundation
omnia-limit       = stop / continue boundary
OMNIA-RADAR       = structural signal detection
OMNIA-INVARIANCE  = structural invariance check
OMNIA-CONSTANT    = structural constant candidate
OMNIAMIND         = structural cognition orchestration
OMNIA-THREE-BODY  = dynamic divergence stress test
OMNIA-SECURITY    = bounded security diagnostics
OMNIA-CRYPTO      = bounded crypto diagnostics

See docs/ECOSYSTEM_STATUS.md for the synchronized status table.


Documentation

Document Purpose
docs/ONBOARDING_60_SECONDS.md Minimal public onboarding path
docs/ECOSYSTEM_MAP.md Full ecosystem map and conceptual adjacency
docs/ECOSYSTEM_STATUS.md Current public restructuring status across repositories
docs/PUBLIC_NAVIGATION.md Direct navigation by visitor need
docs/FOUNDATION.md Core principles, boundary and conceptual foundation
docs/COMPATIBILITY_MATRIX.md Interface and compatibility matrix
docs/ecosystem_inventory.json Machine-readable ecosystem inventory
LANDING_SCOPE.md Rule for keeping this repository readable

Related repositories

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

Boundary and smoke-test required terms

measurement != inference != decision
Structural truth = invariance under transformation

License

MIT.

Core symbols most depended-on inside this repo

Shape

Function 1,676
Class 224
Method 222

Languages

Python100%

Modules by API surface

examples/benchmark_do_validation.py62 symbols
OMNIA_TOTALE_v0.5.py39 symbols
examples/omnia_validation_runner.py28 symbols
OMNIA_TOTALE_v0.4.py28 symbols
lon_unified.py25 symbols
omnia_mirror_v2.py24 symbols
gsm8k_omega_benchmark_v1.py23 symbols
OMNIA_TOTALE_v0.3.py23 symbols
OMNIA_TOTALE_API_v1.0.py23 symbols
io_lab_v2_psi_o4.py22 symbols
OMNIA_TOTALE_BENCHMARK_v1.0.py22 symbols
omnia/meta/perturbation_vector.py21 symbols

For agents

$ claude mcp add lon-mirror \
  -- python -m otcore.mcp_server <graph>

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