cyberneticlibrary

Complete WarmStart and Curriculum recipes

finish-l4-warmstart-curriculumworkflowsetup L32
OriPekelman/toy
What it does

Build multi-stage training recipes

Best for

Building deterministic multi-stage training recipes with bit-identical gating vs. reference curves.

Inputs
  • · {repo, pr_number, branch}
Preconditions
  • · GitHub repo with open PR
Failure modes
  • · verification gate rejects all changes
  • · output fails JSON schema validation
Trust signals
  • · Multi-lens review (orthogonal expert panels)
  • · Citation/reference tracking built-in
  • · Built-in adversarial verification step
  • · Deterministic or bit-identical verification criteria