CONTENT CREATION

Weekly batch repurpose of the video backlog

On a weekly schedule, scans Google Drive for unprocessed long-form videos, drafts shorts scripts for each, and posts a digest to Slack so the team can pick which to produce.

CategoryContent Creation
Enginesim
Difficultyintermediate
Triggerschedule
Steps6
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerWeekly schedule fires
  • ActionFind unprocessed videos in Google DriveGoogle DriveGoogle Drive
  • LogicExit if no new videos
  • ActionTranscribe and draft shorts scripts (OpenAI)OpenAI
  • ActionSave drafts to Notion, tag videos processedNotionNotion
  • OutputPost triage digest to SlackSlack

What it does

Runs once a week to clear your long-form video backlog. It finds any videos that haven't been repurposed yet, generates draft shorts scripts for each, and delivers a single Slack digest where the team triages what to make next.

When to use it

Ideal for teams sitting on a library of recorded webinars, talks, or streams who want a standing weekly ritual instead of ad-hoc repurposing. The Slack digest keeps the decision human while the drafting is automated.

How it works

  1. 1A weekly schedule triggers the run.
  2. 2Google Drive is searched for video files in the source folder not yet tagged as processed.
  3. 3If no new videos are found, the run exits quietly.
  4. 4Each unprocessed video is transcribed and summarized by OpenAI, which drafts two shorts scripts per video.
  5. 5Drafts are saved to Notion and each video is tagged processed in Drive.
  6. 6A digest with links to every draft is posted to Slack for the team to claim.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect Google DriveDocs, sheets, slides, files.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect NotionPages, databases, comments.
  4. 4
    Connect SlackChannels, DMs, threads, mentions.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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