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

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

Interactive multi-agent field dynamics simulation with spectral forces

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

Conservation-aware generative art from spectral graph theory

Spectral conservation analysis of financial market regimes

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

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

Hyperbolic geometry embeddings using Poincaré ball and Lorentz models

TypeScript SDK for OpenConstruct — agent onboarding for the SuperInstance ecosystem

Spectral conservation analysis of social networks — bot detection, echo chambers, influence

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

REST API for conservation spectral analysis