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

Spectral conservation analysis of financial market regimes

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

Interactive multi-agent field dynamics simulation with spectral forces

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

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

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

Conservation-aware generative art from spectral graph theory

Research documentation for the Conservation Spectral Framework — papers, proofs, manifestos

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

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

Conservation Spectral SDK — spectral graph theory for conservation analysis in TypeScript

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.

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

Conservation spectral experiment: linguistic-spectral

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

Tropical attention — max-plus softmax, tropical transformer layers, Newton polytopes, piecewise-linear decision boundaries