{
  "name": "The POD video thumbnail loop",
  "slug": "pod-video-thumbnail-loop",
  "summary": "Refine an honest thumbnail concept that stays readable on a small screen.",
  "category": {
    "slug": "youtube",
    "label": "YouTube"
  },
  "author": "AI POD Builder",
  "inspired_by": {
    "title": "The Infinite Clickbait thumbnail loop",
    "author": "@Alex_FF",
    "url": "https://signals.forwardfuture.com/loop-library/loops/infinite-clickbait-loop/"
  },
  "loop_prompt": "Use [video outline] and [my approved assets] to draft three thumbnail concepts for [POD audience]. Compare clarity, small-screen readability and accuracy on a fixed 1–5 scale. Improve the weakest part of the best concept, then score again. Keep earlier versions. Reject promises the video does not demonstrate. If renders are available, inspect actual small previews; otherwise label the result concept-only. Stop at 4/5 on every criterion, after three rounds, or after two rounds without improvement. Return the strongest concept, scores and remaining concerns. Ask before image generation, paid tools or publishing.",
  "success_check": "A concept with recorded scores, limitations and a human review step.",
  "stop_conditions": [
    "Target scores reached",
    "Three rounds completed",
    "Two rounds without improvement"
  ],
  "approval_boundaries": [
    "Ask before generation or spending",
    "No uploads or publishing"
  ],
  "tags": [
    "youtube",
    "thumbnails",
    "readability"
  ],
  "related_episode": null,
  "status": "starter",
  "date_added": "2026-10-21T00:00:00.000Z",
  "date_tested": null,
  "result": null,
  "url": "https://aipodbuilder.com/loops/pod-video-thumbnail-loop/",
  "markdown_url": "https://aipodbuilder.com/loops/pod-video-thumbnail-loop.md"
}