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

Inverse conservation problem — reconstruct graphs from spectral measurements

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

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 Spectral SDK — SIMD-accelerated spectral graph analysis in Mojo

Conservation Spectral SDK in Common Lisp — symbolic computation and theorem proving

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

Conservation-aware generative art from spectral graph theory

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.

Spectral clustering algorithms using graph Laplacian eigenvalues — normalized cuts, Fiedler partitioning, and multi-way clustering

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

Hyperbolic geometry embeddings using Poincaré ball and Lorentz models