DataModelLifecycle — The aswritten perspective

This hub tracks the architectural evolution of a Git-based data-model lifecycle, where the repository serves as the primary source of truth for all content prior to extraction. The system relies on an [append-only transaction log](https://aswritten.ai/ns/narrative#Narrative_SIC_DataModelLifecycle_1) stored in .aswritten directories, enabling hierarchical compilation across ancestor nodes. This engineering framework is deeply coupled with a [Git-centric architecture](https://aswritten.ai/ns/narrative#Narrative_RepoAsSourceOfTruth) that leverages GitHub Actions for asynchronous processing. Social organization is explicitly mapped onto this structure, with [Discourse categories and threads mirrored as filesystem folders](https://aswritten.ai/ns/narrative#Obs_CategoryMapping). Beyond the mechanical implementation, the design is guided by a generative philosophy: [worldview acts as the source of truth](https://aswritten.ai/ns/narrative#Narrative_CompilationTargets), rendering all other outputs—code, apps, and content—as functional transformations. This is complemented by a conceptual framing of [AI identity as a resonant body](https://aswritten.ai/ns/narrative#Concept_AIIdentity), suggesting that these data structures are not merely storage, but embodiments of collective meaning.

Witness phrases

verbatim
Append-only transaction log in .aswritten directories.

verbatim
Each Discourse category = folder in repo

verbatim
Everything becomes a compiled target; worldview is source of truth

verbatim
The tension between rigid filesystem-based social mapping and the abstract, philosophical goal of AI as a resonant body.

In this area

skos:Concept Concept_AIIdentity
AI Identity as Resonant Body

Narrative Narrative_CompilationTargets
Content, apps, code as renders from worldview; functional transformation from worldview state to outputs

Narrative Narrative_RepoAsSourceOfTruth
Git-centric architecture

Narrative Narrative_SIC_DataModelLifecycle_1
Append-only transaction log in .aswritten directories. Hierarchical compilation across ancestor directories. Immutable transaction files with provenance metadata.

StyleObservation Obs_CategoryMapping
**Category Mapping**:\n- Each Discourse category = folder in repo\n- Each thread = subfolder\n- Each post = transaction in thread folder