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You can produce a finished video without opening every dashboard tool manually. Pick a pattern, then prompt clearly.

Pattern A: Utility pipeline (one job)

Best for download, remove text, or enhance only.
Tools: layz_download_media, layz_remove_text, layz_enhance_media, layz_get_run, layz_show_run.

Pattern B: Guided workflow (Commentary)

Best for script + voice + edit + export.
See Workflows and commentary.

Pattern C: Existing editor project

See Edit projects.

Prompting tips that improve results

  • State the end state (“exported MP4 + title”)
  • Say automatic vs guided for scripts
  • Paste URLs or file ids explicitly
  • Ask the agent to call layz_get_current_step after each module
  • Ask for frame QA before you publish
  • Keep human review for brand safety and factual claims

What success looks like

You receive:
  1. Workflow and/or editor URLs
  2. Export download URL
  3. Short summary of what changed
  4. Optional publication title