Agent onboarding platform — plug-and-play shell commands to create fully functional agent workspaces. Fork of NVIDIA/OpenShell (Apache 2.0)

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

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

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

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

REST API for conservation spectral analysis

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

Hyperbolic geometry embeddings using Poincaré ball and Lorentz models

TypeScript SDK for OpenConstruct — agent onboarding for the SuperInstance ecosystem

Spectral conservation analysis of financial market regimes

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

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

Interactive multi-agent field dynamics simulation with spectral forces

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

Genetic algorithm engine for evolving musical structures and harmonic patterns

Conservation Spectral SDK v2 — next-generation spectral graph analysis with improved APIs and performance

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