X Content Manager

1. Onboarding asks a few questions and analyzes your recent X posts to build your voice profile

2. Scout scans your timeline, mentions, and the web for posts and articles worth your attention

3. Workshop turns ideas into tweets and threads in your voice, with a humanizer pass before presenting

4. Deep-write iterates long-form articles against a quality rubric until they converge

5. All research, raw material, and voice calibration live in the agent's knowledge base