DEDUPED Hot AI repos, turned into use cases Get the Monday 5

How to approve clip candidates yourself before rendering with Podcast Shorts Factory

Run the find step, approve or reject the scored moments, then render only the ones you like.

Short answer: Run the find command to download, transcribe and score candidates; then run the review command to approve or reject each candidate; run edit to render approved clips, then finish for the QA review. All steps.

  • Content
  • Intermediate
  • 45 minutes
  • From the README
  • Any agent

Who it is forA show host who wants control over which moments go public.

The problemFully automatic picks can surface moments you would never post.

The outcomeOnly approved moments get rendered and finished.

What you need first

  • Python 3.11
  • ffmpeg
  • A free or paid AI provider key chosen in the setup wizard
  • YouTube API access for uploading

Steps

  1. Run the find command to download, transcribe and score candidates
  2. Run the review command to approve or reject each candidate
  3. Run edit to render approved clips, then finish for the QA review
  4. Run upload to post or export

Prompt for your agent

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.

Caveat. Each stage is a separate command, so a skipped finish step blocks posting.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for krakonjac300-pixel/podcast-shorts-factory and "Approve clip candidates yourself before rendering"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

Cursor, ChatGPT, others

Share: X LinkedIn Hacker News Email Copy link

Third-party repos we don't own. AI-written use cases can be wrong. Disclaimer