governance-bible-init

To keep AI-generated assets consistent, you can bootstrap a domain-specific governance Bible using the Anchor and Bible pattern to enforce tone, naming, and category alignment across creative outputs.

The anchor and bible pattern for design system governance establishes a central bible, domain anchors, and a decision protocol to prevent asset drift and maintain consistency across generated creative domains.

To set up a governance bible for a solo developer workflow, map your domain, create an Anchors/README file structure, and define a standard 5-step decision protocol to maintain consistency with minimal overhead.

Yes, you can use this design governance setup for a small creative team because it specifically scopes to solo developers or small teams to align AI assets without heavy overhead.

The folder structure needed for AI asset governance anchors uses a standard Documents/<Domain>Design/Anchors directory, including a README and specific anchor assets to organize governance files.

You need to bootstrap a domain-specific governance bible when your solo or small team risks drift while generating AI assets across domains and requires strict alignment for tone and naming.