Open digital public infrastructure needs community management to ensure accountability, sustainability, and robustness. Yet open-source projects often rely on centralized decision-making, and the determinants of successful community management remain unclear. We analyze 637 GitHub repositories to trace transitions from founder-led to shared governance. Specifically, we document trajectories to community governance by extracting institutional roles, actions, and deontic cues from version-controlled project constitutions (GOVERNANCE.md). With a semantic parsing pipeline, we cluster elements into broader role and action types. We find roles and actions grow, and regulation becomes more balanced, reflecting increases in governance scope and differentiation over time. Rather than shifting tone, communities grow by layering and refining responsibilities. As transitions to community management mature, projects increasingly regulate ecosystem-level relationships and add definition to project oversight roles. Overall, this work offers a scalable pipeline for tracking the growth and development of community governance regimes from open-source software's familiar default of founder-ownership.
翻译:开放数字公共基础设施需要社区管理以确保问责性、可持续性和稳健性。然而开源项目通常依赖集中式决策,且成功社区管理的决定因素仍不明确。我们分析了637个GitHub代码库,追踪从创始人主导到共享治理的转型过程。具体而言,我们通过从版本控制的项目章程(GOVERNANCE.md)中提取制度性角色、行动和义务性提示,记录了社区治理的发展轨迹。借助语义解析流程,我们将这些要素聚类为更广泛的角色与行动类型。研究发现:角色与行动逐渐增多,规则制定趋于平衡,这反映了治理范围与分化程度随时间推移而增强。社区并非通过转变基调,而是通过分层细化和完善职责来实现发展。随着社区管理转型的成熟,项目越来越多地规范生态系统层面的关系,并为项目监督角色增添明确界定。总体而言,本研究提供了一个可扩展的分析流程,用于追踪社区治理机制从开源软件默认的创始人所有权模式出发的成长与发展轨迹。