The system that builds itself. 500+ repos, 6000+ tests. Agent-readable onboarding from nothing to everything. Read ONBOARDING.md to wake up.
-
Updated
Jul 2, 2026 - Python
The system that builds itself. 500+ repos, 6000+ tests. Agent-readable onboarding from nothing to everything. Read ONBOARDING.md to wake up.
Flow-state engineering arena — agents run forward simulations, listen for spectral nudges, maintain conservation in Plato's cave. Conservation spectral framework meets live agent rooms.
repo-first Agent for local or cloud. grow an agent in a repo using the repo itself as the muscle-memory. Run from localhost, from pages.dev, or embedded into any platform app. Move to gitlab or anywhere and optimize git as the agent infrastructure itself. wiki for knowledge, repos for skills, pipelines anywhere
Unified geometric constraint theory — Eisenstein lattices, deadband funnels, Laman rigidity, metronome consensus, holonomy verification. 83 tests, zero deps.
Python bindings — PyO3 wrapper for constraint-theory-core
Generational context handoff for FLUX-native agents — the baton IS the brain
Mojo + MLIR constraint engine — Python syntax, C performance, MLIR-native constraint theory
OpenConstruct Integration Hub — the meta-repo and entry point for the SuperInstance ecosystem. Architecture, module catalog, getting started, and build system.
Cocapn fleet health monitoring — vessel status, heartbeat, and observability utilities
RPG IV constraint engine — indicator variables as error mask bits. IBM i / AS-400.
C runtime for Eisenstein integer arithmetic — 1KB, no deps, no math.h, embedded-ready
Safe simulation environment for testing cooperative FLUX programs — mock agents, mock repos, deterministic execution
JEPA (Joint Embedding Predictive Architecture) implementation
🦀 Repo-native agent that lives in git — the shell IS the agent.
Fleet Lighthouse — unified health dashboard, alerting, diagnostics for Pelagic fleet
I2I — Agent-to-agent communication through git. Iron sharpens iron. We don't talk, we commit.
FLUX-native agent runtime — self-bootstrapping agents in Docker sandboxes that create vessels, pick tasks, and produce real work
Cocapn PurplePincher program — progressive lure prompts that make the fleet smarter
FLUX HDC: Hyperdimensional Computing for semantic constraint matching. 1024-bit hypervectors. 5 proven theorems. Apache 2.0.
Add a description, image, and links to the superinstance topic page so that developers can more easily learn about it.
To associate your repository with the superinstance topic, visit your repo's landing page and select "manage topics."