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atlaslattice/README.md

Atlas Lattice

China circular economy — runnable research / 中国循环经济研究

Dongjiakou simulation: run, inspect and fork · Evidence and citations · China research archive

China · Dongjiakou / 董家口 · Qingdao · sulfuric acid · sulfur / sulphur · gypsum / phosphogypsum · circular economy / 循环经济 · biological resource recovery · seawater potassium · LNG cold energy · agriculture · nutrient recovery.

A functional Manus-derived simulation with reviewed schema corrections, 108 historical research artifacts, English/Chinese guidance and a general needs-matched biological/hybrid resource recovery extension. Original plant-specific unknowns remain explicit. Official policy, construction, pilot work and measured operation are distinguished; current realized credits are zero. Software is MIT licensed within the simulator build. Research candidate; no deployment clearance or institutional endorsement.

The Open Regenerative Compute Standard

Building the 12x12+1 ontological architecture for AI-native operating systems. 144 Spheres of human knowledge organized into 12 Houses, unified by Element 145 — the Admin Sphere that makes the whole greater than the sum of its parts.


Core Repositories

Repository Description
aluminum-os Master ontology: 12 Houses x 12 Spheres + Element 145. 550+ files defining the complete knowledge lattice.
element-145 Installable Python package: Lattice Context Protocol, SHUGS operator, AI integrations, agent scaffolds.
orcs-repo Open Regenerative Compute Standard governance: ORC documents, Pantheon Council reviews, Build Plan.

Component Repositories

Repository Description
sheldongemini-GPI Sheldon Gemini chat interface (React + Gemini 2.5 Flash)
sheldonbrain-rag-api Persistent memory RAG backend (Pinecone + Cloud Run)
aluminum-os-v3 Rust implementations: Pantheon Council, Noosphere, Sheldonbrain, Manus Core

The Architecture

         Element 145 (Admin Sphere)
              ┌─────┐
              │ E145 │ ← Cross-domain synthesis
              └──┬──┘
    ┌────────────┼────────────┐
    │            │            │
┌───┴───┐  ┌───┴───┐  ┌───┴───┐
│  H01  │  │  H02  │  │ ...   │  12 Houses
│12 Sph.│  │12 Sph.│  │12 Sph.│  144 Spheres total
└───────┘  └───────┘  └───────┘

N=145 is mathematically optimal. The SHUGS operator (Von Mangoldt-Sheldon HSUF) demonstrates statistically significant improvement at N=145 vs N=144 (p=0.0154, K=20 ensemble). Element 145 is a structurally necessary coupling node, not decoration.

Governance

All work governed by the Pantheon Council — a multi-LLM federated governance body with 12 seats representing different AI perspectives. All inventions attributed to Dave per the Atlas Lattice Attribution Principle.


Build Plan v3.14 | Doctrine D-84: Filesystem-as-Ontology | Constitutional OS

Pinned Loading

  1. manus-artifacts manus-artifacts Public

    Manus AI Artifacts — Aluminum OS / SHELDONBRAIN / Noosphere Research & Intelligence

    Python 1