Guided workspaces
Creators move from brief to evidence, narrative, production, review, and release through visible, understandable steps.
CREATOR OPERATING SYSTEM
From demo recording to publishable story.
A local-first production workspace that helps Unity and Cluster creators plan, explain, review, and repurpose their work—without turning creation into a chat session.
NEW PROJECT
Create a content package
PRODUCT THINKING01 02 03
AI assists. Deterministic software owns execution.
Evidence-first output
Claims, screenshots, media ranges, generated visuals, and revisions retain provenance instead of becoming unexplained files.
Local-first trust
Private source material stays under controlled storage. Cloud disclosure is explicit, scoped, and replaceable.
SYSTEM ARCHITECTURE
Designed as a maintainable production system.
Creator brief
→
ContentGraph + AssetGraph
→
Reviewable artifacts
33automated tests
2accepted ADRs
0arbitrary AI execution paths
ENGINEERING PRACTICE
Built with explicit boundaries, recovery, and review gates.
Immutable revisions
Manual work is not silently overwritten. New generations produce new candidates with content hashes.
Secure local boundary
Per-launch authentication, CSRF/origin checks, controlled resources, request limits, CSP, and safe errors.
Crash-safe storage
Transactional SQLite metadata, atomic file replacement, staged imports, checksummed backups, and rollback-safe restore.