Generated output — this is a static snapshot rendered from .vibekb/. The .vibekb/ content is the source of truth. See Reference for provenance.

Queue workers

Retry and fallback behavior

Image generation uses a multi-attempt chain that softens prompts, drops portraits, and switches to safer framing after safety blocks.

Implemented Verified from source System

In one sentence

Up to roughly seven attempts progressively simplify the request; some abstract/landscape fallbacks activate only after IMAGE_SAFETY failures.

Related functionality