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cff-version: 1.2.0
title: markspace
message: "If you use this work, please cite it using the metadata below."
type: software
version: 0.2.0-beta
date-released: 2026-05-08
doi: 10.5281/zenodo.18990235
url: https://github.com/opinionated-systems/markspace
abstract: >
Markspace is a coordination protocol for LLM agent fleets based
on stigmergy - indirect coordination through traces left in a
shared environment. A deterministic guard layer at the environment
boundary enforces identity, scope, and conflict resolution outside
the agents, so safety guarantees hold independent of agent behavior.
The protocol defines five mark types encoding distinct epistemic
roles, three visibility levels, three conflict policies, and
trust-weighted decay. The included Python package is a reference
implementation used to verify 66 formal properties experimentally.
authors:
- family-names: Loose
given-names: Andre
affiliation: Opinionated Systems, Inc.
email: andre@opinionated.systems
license: MIT