cyberneticlibrary

Auto-generate and pick winning variation

auto-forgeworkflowsetup L31
mahuebel/forge
What it does

Generate design variations in rounds and auto-judge via perspective-diverse panel

Best for

Rapid design iteration when human review cycles are slow and you accept self-judged direction.

Inputs
  • · [object Object]
Outputs
  • · [object Object]
Requires
  • · Read tool (for HTML)
  • · Bash (for file writes)
Preconditions

contentDir writeable; workers can output HTML

Failure modes

Judge panel converges on one aesthetic; carryForward prose too vague; single-winner per round limits exploration

Trust signals
  • · Perspective-diverse judge lenses
  • · Explicit keep/fix feedback carry-forward
  • · Ranked winners per round