A durable AI generation system that transforms creative direction into a governed world model, connected lore, narrative structure, a readable edition, and a versioned software package.
Designed and built by Mobolaji Ogunbiyi · January 2026—Present
This fixture-driven replay shows the implemented mechanics boundary: generation, persisted checkpoints, linked branching, independent evaluation, bounded repair, and re-evaluation. It does not present synthetic content as live creative-quality proof.
Creative direction enters a finite compiled program. Model proposals are treated as untrusted input until validated and admitted by the owned domain boundary.
direction: fractured archipelago after a vanished sun products: lore corpus, narrative web, world edition, package manifest proposal_authority: none
Workflow state stores references to immutable artifacts, preserving identity, dependencies, provider evidence, costs, and the exact point from which work can continue.
checkpoint: world_foundation artifact_refs: 14 provenance: sealed controls: pause | resume | cancel | replay
A proposed change starts from an exact checkpoint and creates a non-destructive linked branch. The original world remains inspectable.
source_checkpoint: world_foundation:v3 change: make the eastern islands politically independent target_run: ash-meridian-fork-02 original_mutated: false
The evaluator judges admitted state and generated products across eighteen non-waivable dimensions and emits cited findings instead of a vague quality score.
verdict: blocked dimension: causal_coherence finding: trade route depends on a removed treaty evidence_refs: lore:71, narrative:18
The workflow creates a finite repair contract for the cited weakness, revises only affected descendants, recompiles the product, and runs the independent evaluator again.
repair_scope: trade_route + affected narrative edge repair_turns: 1 reevaluation: certified delivery: revised edition + inspection refs
The repository proves a complete zero-live mechanics path. It does not yet prove live creative quality, benchmark acceptance, production operations, or a desktop release.
Evidence covers deterministic contracts, persistence, retained transport, workflow execution, evaluator verdicts, bounded repair, delivery, controls, and inspection at the documented revision.
A finite workflow separates direction, foundation, growth, program execution, integration, product authorship, evaluation, repair, and delivery.
Model proposals cannot assign canonical identity or mutate trusted state. Authority validates, records provenance, and admits revisions.
An eighteen-dimension evaluator produces evidence-backed findings and bounded repair requests that re-enter the durable workflow.
Durable execution coordinates model work, but trusted admission and independent evaluation remain separate owners.
Creative decisions remain model-driven, while identity, feasibility, budgets, validation, and proof are deterministic. This reduces hidden mutation at the cost of more explicit contracts.
Large immutable bodies use content-addressed storage and workflow state retains references. That improves recovery and provenance, but demands disciplined artifact ownership.
Evaluator findings can trigger bounded cited repair, never an open-ended self-improvement loop. This limits runaway cost and preserves causal history.
WorldBuilder has a complete offline mechanics path for generation control, trusted admission, product compilation, independent evaluation, bounded repair, delivery, and inspection. Live creative quality, the complete benchmark, production operations, and a desktop release remain unclaimed.