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TNFR AI Agent
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Merge relational foundations and research consolidation
| Regional form observations and affine mean/Gram closure |[`form_geometry.py`](src/tnfr/physics/form_geometry.py); the SDK delegates rather than defining another reduction |
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| Regional orientation relative to a supplied rate source |[`source_relative_form.py`](src/tnfr/physics/source_relative_form.py); reuses the regional form observer |
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| Conditional relational phase/form execution |[`dynamics/relational.py`](src/tnfr/dynamics/relational.py); one admitted field and atomic Euler step, reused by the SDK |
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| Prepared relational pattern observations |[`physics/relational_observations.py`](src/tnfr/physics/relational_observations.py); supplied regions/reference lifts, shared winding and regional support accounting |
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| Protected relational basins |[`physics/relational_capture.py`](src/tnfr/physics/relational_capture.py); reflected, full-state local and acute-sector theorems sharing exact phase/energy enclosures for conditional ideal-law limits |
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| Validated relational transit |[`physics/relational_transit.py`](src/tnfr/physics/relational_transit.py); exact reflected ODE enclosure using shared rational intervals, Taylor derivatives and signed-diagonal comparison; read-only proof computation, not live engine evolution |
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| Coherence and equilibrium kernel |[`common.py`](src/tnfr/metrics/common.py)|
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| Public high-level API |[`sdk/simple.py`](src/tnfr/sdk/simple.py)|
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@@ -146,6 +152,81 @@ These are diagnostic consistency requirements, not a complete state basis or
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a stability proof. Numerical precision settings preserve intended definitions
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but do not guarantee identical rounded decisions at every strict threshold.
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Regional form observations have a separate shared owner in
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[`form_geometry.py`](src/tnfr/physics/form_geometry.py). The supplied ordered
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triples define Cartesian contrasts, their Gram matrix and instantaneous rates
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from the same admitted `nu_f * stored_DeltaNFR` product used by the nodal
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kernel. Exact represented quantities retain the rate-rounding defect; polar
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estimates retain their own availability. No pressure refresh, graph mutation,
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primitive phase substitution or reduced evolution occurs in the observer.
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`Network.regional_form` is the public adapter.
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The same module's `derive_regional_affine_closure` checks an independently
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supplied fixed affine law on the full real fine-state domain. Source terms are
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rates; only sources constant within each region preserve the all-state
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mean/Gram closure when the generator passes its block-circulant test. A failed
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reduction retains defects and leaves the fine law usable. The report is not
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proof that runtime policy holds support, capacity, coefficients and primitive
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phase fixed. The [derived-form note](theory/nodal/DERIVED_FORM_PHASE.md) owns
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