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Agentic AI Beginner

ReelWriter

YouTube content creation agent

Give it a topic; get researched talking points, a script with hooks, a title shortlist and a thumbnail brief.

SHIPSTACK · PROJECT ReelWriter YouTube content creation agent Beginner Agentic AI 1 Topic 2 Research 3 Outline + script 4 Packaging 5 milestones

The scenario

ReelWriter is a friendly first agent project. It researches a topic, outlines a video, writes a script with timestamps and hooks, proposes titles and descriptions, and drafts a thumbnail brief — each as a separate step you can inspect and edit.

System architecture

01 Topic Idea + audience
02 Research Web sources
03 Outline + script With hooks
04 Packaging Titles, description, thumbnail brief

High-level flow of ReelWriter, from input to output.

What you will learn

  • Breaking a creative task into agent steps
  • Structured outputs for titles and descriptions
  • Human edits between steps

What you will build

  • Research → outline → script pipeline
  • Title and description generator
  • Streamlit editor

Build plan

  1. Research step
  2. Outline and script
  3. Packaging step
  4. Editor UI
  5. Polish and share

Tech stack

LangGraphTavilyStreamlit