---
name: "DeterministicTestbedSelf"
description: "Use for A Deterministic Testbed for Self-Organizing Agent-Team Coordination, a paired GitHub and Zenodo publication with DOI 10.5281/zenodo.20533670."
tags: ["agent-coordination", "scientific-discovery", "noise-band-confirmation", "ablation-study", "reproducible-research", "language-model-agents"]
---

# A Deterministic Testbed for Self-Organizing Agent-Team Coordination

## Instructions

Use this skill when working with the publication **A Deterministic Testbed for Self-Organizing Agent-Team Coordination** or its paired release artifacts.

1. Ground citations in DOI `10.5281/zenodo.20533670`.
2. Treat the Zenodo record as the archival source and the GitHub release as the executable/source release.
3. Keep release tag `v1.0.0` and repository `docxology/template_autoscientists` linked when updating catalog surfaces.

## Key Concepts

- **agent coordination**
- **scientific discovery**
- **noise-band confirmation**
- **ablation study**
- **reproducible research**
- **language-model agents**

## Prerequisites

- Familiarity with the source repository and Zenodo record.
- Awareness that new versions may update both GitHub and Zenodo surfaces.

## Related

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