Back to patterns

Intent

Prevent unrelated prompts from converging on one house style while keeping variety grounded in available project and evaluation evidence.

Checks

  • Record the eight fingerprint traits for each serious candidate.
  • Compare with existing project surfaces and recent evaluation artifacts when available.
  • Reroute a candidate that repeats the same macrostructure plus two strong traits without brand or product evidence.

Warnings

  • Do not create hidden cross-project memory, retain private details, or weaken an established design system merely to force novelty.

Exceptions

  • A coherent multi-route product may intentionally repeat its established shell and type system.