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

Conservation-aware generative art from spectral graph theory

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

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

Interactive multi-agent field dynamics simulation with spectral forces

The graphing calculator as instrument. Sculpt waveforms with splines, hear them as sound, see quality emerge from curves.

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

Killer-app roadmaps for the SuperInstance constraint-aware ecosystem

C bindings for OpenConstruct — header file, examples, and test harness for the C ABI

Conservation Spectral SDK — OpenCL implementation for portable GPU-accelerated spectral graph analysis

PLATO Sonar Text — text perception and sonar-based content analysis for PLATO rooms

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

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

REST API for conservation spectral analysis

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

Unified regime change detection via graph conservation ratio