specnames

Specnames are standardized, machine-readable identifiers used to refer to a specific specification, dataset item, or conceptual entry within a project or data ecosystem. They function as stable keys that map to human-friendly labels and metadata, enabling precise reference across software, documentation, and data pipelines.

They are especially helpful where terms have multiple surface forms or where names evolve over time. Specnames are typically created according to a naming convention that encodes domain or namespace, a version, and a descriptor. In many projects, they are registered in a central registry or enforced by a configuration schema to guarantee uniqueness and consistency.

Common patterns include namespace separators such as dots or colons (for example, project.domain.feature.v2 or namespace:feature:variant). Specnames may point to external records via resolved URLs or be used directly as keys in indexes, registries, or code such as configuration files, APIs, and data schemas. They are meant to be opaque to users while scannable by machines.

Benefits include improved searchability, stable cross-system references, and easier mapping between synonyms and canonical forms. Challenges involve maintaining backward compatibility, avoiding collisions, and enforcing governance policies as projects grow. Effective practice includes documenting naming rules, providing deprecation schedules, and maintaining a mapping between old and new specnames.