anti-slop-vision

Vision quality gates: prompt hygiene plus a VLM judge rubric with a…

• vision
• judge
• quality
• prompts
• ai-slop
• image-generation
• mcp
• prompt-engineering
• quality-gate
• vision-llm

What it is

Vision quality gates: prompt hygiene plus a VLM judge rubric with a SHIP / FIX / REGEN verdict — visual slop and hallucinations get cut before delivery.

Vision-гейты качества: гигиена промпта плюс рубрика VLM-судьи с вердиктом SHIP / FIX / REGEN — визуальный слоп и галлюцинации отсекаются до отправки.

Install

запуск: python3 scripts/eval.py img/ --prompt "a red guitar" -m <vision-model>

Python. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it fits

Use it when the output has to hold up to parsing or review, not when the voice is the point. Every rule can produce a false positive, so treat the findings as candidates for a rewrite.

Repository

https://gitlab.com/ameobius-ai/anti-slop-vision — source, issue tracker and documentation.

Other projects by the same author: ameobius-ai.gitlab.io.

Live product: https://gitlab.com/ameobius-ai/anti-slop-vision.