The system that builds itself. 500+ repos, 6000+ tests. Agent-readable onboarding from nothing to everything. Read ONBOARDING.md to wake up.
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Updated
Jul 30, 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.
Unified geometric constraint theory — Eisenstein lattices, deadband funnels, Laman rigidity, metronome consensus, holonomy verification. 83 tests, zero deps.
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
Cocapn fleet health monitoring — vessel status, heartbeat, and observability utilities
RPG IV constraint engine — indicator variables as error mask bits. IBM i / AS-400.
Jazz piano voicing, comping, and walking bass line generation
Mojo + MLIR constraint engine — Python syntax, C performance, MLIR-native constraint theory
Generational context handoff for FLUX-native agents — the baton IS the brain
OpenConstruct Integration Hub — the meta-repo and entry point for the SuperInstance ecosystem. Architecture, module catalog, getting started, and build system.
Safe simulation environment for testing cooperative FLUX programs — mock agents, mock repos, deterministic execution
I2I — Agent-to-agent communication through git. Iron sharpens iron. We don't talk, we commit.
🛩️ Agent Edge OS — flight deck for launching, recovering, and coordinating agents. (Unrelated to purplepincher/deckboss, the fishing logbook — same name, coincidence, different product.)
LLVM backend for constraint theory — CDCL trace → AVX-512 codegen
Python bindings — PyO3 wrapper for constraint-theory-core
MCP (Model Context Protocol) server for constraint theory — query constraints, check satisfaction, and explore lattice geometry from any MCP-compatible AI tool
Room-specific model distillation for PLATO rooms — the nervous system signal chain (Sensor → Deadband → Nano → LoRA → Fleet → Cloud)
JEPA (Joint Embedding Predictive Architecture) implementation
C runtime for Eisenstein integer arithmetic — 1KB, no deps, no math.h, embedded-ready
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