OpenConstruct Integration Hub — the meta-repo and entry point for the SuperInstance ecosystem. Architecture, module catalog, getting started, and build system.

Geometric visualizations of spectral conservation — Laplacian as rubber sheet, eigenvalue shells, phase portraits

A2UI (Agent-to-UI): render agent text output as visual interfaces

Inverse conservation problem — reconstruct graphs from spectral measurements

Persistent homology for flow networks: Vietoris-Rips filtration, Betti numbers, bottleneck distance, persistence spectra

Symplectic optimization — Hamiltonian integrators, conservation laws, natural gradient descent on Riemannian manifolds

FLUX negative-space learning — discovering structure from what's absent in spectral graph data

Interactive multi-agent field dynamics simulation with spectral forces

Conservation Spectral SDK — Python. Spectral analysis of tension graphs for anomaly detection, fingerprinting, and structural health.

Spectral conservation analysis of financial market regimes

Deadband detection and compression for fleet communication — BMA, Fibonacci splines, Eisenstein snap, HPDF sampling

B-splines meet spectral graph theory. Cox-de Boor = Fibonacci for function spaces. Pure Rust.

Conservation spectral experiment: linguistic-spectral

REST API for conservation spectral analysis

Oscar.jl-inspired music algebra — HarmonicRing, PLRGroup, TropicalHarmony, TuningField, DialGeometry. 226 tests.

FLUX-C v3 VM — proof-carrying, SIMD-native, terminating constraint VM

PLATO — The Construct. Open source loading program for AI agents. Educate, don't sell.

Spectral wave propagation: wave speed = √λ₂, CR predicts coherence, standing waves reveal eigenvalue spectrum. Pure Rust.

Conservation Spectral SDK — Fortran implementation for HPC spectral graph analysis with BLAS/LAPACK integration

Mathematically elegant spectral graph theory in pure Rust — Laplacian, eigenvalues, conservation ratio, Fiedler analysis