{
 "schema_version": 1,
 "generated": "2026-10-26",
 "repo": "krakonjac300-pixel/podcast-shorts-factory",
 "name": "podcast-shorts-factory",
 "owner": "krakonjac300-pixel",
 "slug": "krakonjac300-pixel-podcast-shorts-factory",
 "github": "https://github.com/krakonjac300-pixel/podcast-shorts-factory",
 "what": "Podcast Shorts Factory is a Python pipeline of ten cooperating AI agents that turns a YouTube podcast link into captioned vertical shorts and can schedule them to YouTube Shorts, configured for free AI providers.",
 "why": "128 stars",
 "language": "Python",
 "requirements": [
  "Python 3.11",
  "ffmpeg",
  "A free or paid AI provider key chosen in the setup wizard",
  "YouTube API access for uploading"
 ],
 "audience_note": "Podcasters and clip channel operators who want an unattended pipeline from long episodes to scheduled shorts.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Content",
 "url": "https://dedupedai.com/use-cases/krakonjac300-pixel-podcast-shorts-factory/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "krakonjac300-pixel-podcast-shorts-factory--podcast-to-shorts-in-one-command",
   "title": "Turn a podcast episode into vertical shorts in one command",
   "best": true,
   "url": "https://dedupedai.com/use-cases/krakonjac300-pixel-podcast-shorts-factory/podcast-to-shorts-in-one-command/",
   "json": "https://dedupedai.com/use-cases/u/krakonjac300-pixel-podcast-shorts-factory/podcast-to-shorts-in-one-command.json"
  },
  {
   "id": "krakonjac300-pixel-podcast-shorts-factory--review-clip-candidates-before-rendering",
   "title": "Approve clip candidates yourself before rendering",
   "best": false,
   "url": "https://dedupedai.com/use-cases/krakonjac300-pixel-podcast-shorts-factory/review-clip-candidates-before-rendering/",
   "json": "https://dedupedai.com/use-cases/u/krakonjac300-pixel-podcast-shorts-factory/review-clip-candidates-before-rendering.json"
  },
  {
   "id": "krakonjac300-pixel-podcast-shorts-factory--unattended-daily-shorts-schedule",
   "title": "Run a fully unattended daily shorts schedule",
   "best": false,
   "url": "https://dedupedai.com/use-cases/krakonjac300-pixel-podcast-shorts-factory/unattended-daily-shorts-schedule/",
   "json": "https://dedupedai.com/use-cases/u/krakonjac300-pixel-podcast-shorts-factory/unattended-daily-shorts-schedule.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}