cyberneticlibrary

Adversarially audit and deepen case studies

world-studioworkflowsetup L30
chihirokajiwara-AI/engquest
What it does

Execute world studio workflow

Best for

Automating world studio workflows.

Inputs
  • · args (workflow configuration)
Outputs
  • · result per phase
Preconditions
  • · Workflow orchestration runtime
Failure modes
  • · Phase agent fails or returns invalid schema
  • · Review gates exhausted — changes blocked
  • · Tool/API unavailable
  • · Resource limits (token budget, concurrency ceiling)
Trust signals
  • · Parallel execution with concurrency bounds
  • · Structured output validation via schema
  • · Explicit agent roles per task dimension