cyberneticlibrary

Expand skills in parallel waves

p1-wave-lightworkflowsetup L30
squall321/SmartTwinModeller
What it does

Orchestrate phone design skills across waves

Best for

Sequence complex CAD modeling tasks with phase gates and registry reconciliation.

Inputs
  • · args (JSON configuration)
  • · topic/query string
  • · file paths or repo root
Outputs
  • · structured report with citations
  • · result object
Requires
  • · agent()
  • · parallel()
  • · file I/O
  • · cryptography library
Preconditions
  • · Agent runtime available (Claude Code Workflow)
  • · Python environment available
  • · Virtual environment configured
Failure modes
  • · StructuredOutput not called = total workflow failure
  • · Subagent failures silently dropped, partial results returned
Trust signals
  • · Unit tests for each phase
  • · pytest integration gates enforced
  • · StructuredOutput schema validation
  • · Verification phase cross-validates results