{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "krakonjac300-pixel-podcast-shorts-factory--review-clip-candidates-before-rendering",
 "repo": "krakonjac300-pixel/podcast-shorts-factory",
 "repo_url": "https://github.com/krakonjac300-pixel/podcast-shorts-factory",
 "repo_slug": "krakonjac300-pixel-podcast-shorts-factory",
 "title": "Approve clip candidates yourself before rendering",
 "page_title": "How to approve clip candidates yourself before rendering with Podcast Shorts Factory",
 "summary": "Run the find step, approve or reject the scored moments, then render only the ones you like.",
 "who": "A show host who wants control over which moments go public.",
 "problem": "Fully automatic picks can surface moments you would never post.",
 "outcome": "Only approved moments get rendered and finished.",
 "steps": [
  "Run the find command to download, transcribe and score candidates",
  "Run the review command to approve or reject each candidate",
  "Run edit to render approved clips, then finish for the QA review",
  "Run upload to post or export"
 ],
 "agent_prompt": "Using podcast-shorts-factory, run find on <YouTube URL>, list the scored candidates with timestamps, and wait for my approvals before running edit. Confirm only approved clips were rendered.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "Each stage is a separate command, so a skipped finish step blocks posting.",
 "category": "Content",
 "tags": [
  "Content"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.11",
  "ffmpeg",
  "A free or paid AI provider key chosen in the setup wizard",
  "YouTube API access for uploading"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/krakonjac300-pixel-podcast-shorts-factory/review-clip-candidates-before-rendering/",
 "md": "https://dedupedai.com/use-cases/krakonjac300-pixel-podcast-shorts-factory/review-clip-candidates-before-rendering/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/krakonjac300-pixel-podcast-shorts-factory--review-clip-candidates-before-rendering.json",
 "api_version": "v1"
}