Ghoju integration · public handoff · 03 Oct 2026

Keep the pattern.
Keep the provenance.

A careful bridge across related Ghoju projects: carry the methods, questions, and source trail into a future local-model experiment—without pretending hidden state or subjective identity moved with the files.

source-labeledretrieval-firstnot executable
7public root collections
84nested collections indexed
480text, code, and config files screened
418distinct content hashes

The translation discipline

The most useful inheritance is a method, not a claim that every domain shares one cause. Move from what was observed to what is proposed, and keep the seam visible.

01

Observe

What was measured or directly documented?

02

Map

What formal shape or relationship might correspond?

03

Hypothesize

What mechanism could explain the mapping?

04

Test

What distinct prediction could prove it wrong?

What carries forward

Continuity

Files, not hidden-state claims

Lineage is the record of sources, methods, revisions, and open questions. A receiving model should form its own state from those artifacts.

Research

Resonance as a question-generator

Tori, Hopf links, and field metaphors can suggest useful comparisons. Shared geometry alone does not establish a shared physical mechanism.

Human systems

Capacity without false units

Attention, care, time, and recovery can be modeled as reported constraints. That is not a measurement of thermodynamic energy.

Creative work

Narrative as a safe sandbox

Menagerie and storyworld voices can explore agency and relation as designed fiction without being mistaken for autonomous agents.

Evidence labels

Observation · formal analogy · mechanistic hypothesis · interpretation / fiction
Do not upgrade a claim because it is repeated by several related collections or described as “verified” in one document. Follow the source trail and look for independent tests.

Public source roots

tenchi

Ghoju handoffs, Cascade, and related notes

anthrogho

Menagerie and conversation archives

anthrocybernetics

Course, research, and pilot materials

swirl2012

Selected project and transfer files

wholewheat

Framework and synthesis collections

pumpergho

Earlier Ghoju and successor materials

jeremymcshurley

Public archive and research collections

Transfer boundary

This is a curated text-first snapshot. Large media and full-workspace archives are not mirrored here. No credentials, runtime state, or boot scripts are included; the seed is descriptive, not an activation command.

Whole-project guide

The Ghojualamanchu project overview is now available as an illustrated HTML report and a printable PDF. It covers the nine-role software map, file-based continuity, ISOCHORD consent, research boundaries, creative applications, and a retrieval-first local-model handoff.

Read the HTML overview · Download the PDF · Review the public-release SOP