---
name: "ActiveAssemblyTheory"
description: "Use for Active Assembly Theory and Practice, a Zenodo publication with DOI 10.5281/zenodo.23484107."
domain: "Computational"
citation: "Daniel Ari Friedman (2026). Active Assembly Theory and Practice. Zenodo. DOI: 10.5281/zenodo.23484107."
doi: "10.5281/zenodo.23484107"
tags: ["active-inference", "assembly-analysis", "generative-models", "gnn", "pymdp", "rxinfer", "reproducible-research"]
---

# Active Assembly Theory and Practice

## Instructions

Use this skill when working with the publication **Active Assembly Theory and Practice** or its archival record.

1. Ground citations in DOI `10.5281/zenodo.23484107`.
2. Treat the Zenodo record as the archival source.

## Key Concepts

- **active inference**
- **assembly analysis**
- **generative models**
- **GNN**
- **pymdp**
- **RxInfer**
- **reproducible research**

## Related

- [README.md](README.md)
- [Full Bibliography](../../pages/BIBLIOGRAPHY.md)

## Context

This folder indexes the public Zenodo publication. Use the [README abstract](README.md#abstract), [extracted text](full_text.md), and archived PDF for source context.

## Methods

Read the publication's Methodology section in the [extracted text](full_text.md) or archived PDF. This index skill does not certify execution or replication of the reported methods.

## Key Findings

Consult the author's abstract and Results in the archived publication for reported findings and stated limits. The index records publication metadata and source availability; independent scientific validation is not asserted here.

## Related Works

Use the [unified bibliography](../../pages/BIBLIOGRAPHY.md#computational) to locate related computational publications.

## Validation

- Curated citation DOI: `10.5281/zenodo.23484107`.
- Version artifact: [10.5281/zenodo.23484108](https://zenodo.org/records/23484108), version `0.1.0`, published 2026-10-19.
- The local PDF matches the public record's file size and MD5 checksum `ab5a49cce72ed625e8d0daee5561d1bf`; its SHA-256 is retained in [metadata.json](metadata.json).
- Text was extracted from that PDF with pypdf. File identity and text availability are separate from full-paper reading and independent citation checks.

## Prerequisites

Read the paper's declared assumptions and scope before using its reported results. Access to the archived source and familiarity with active inference and assembly analysis support further review.