understudy-ai

Use Xquik REST and MCP APIs for X data workflows: search public posts, inspect users, export datasets, download media, monitor accounts or keywords, and send webhook events. Use when the user needs X data from Xquik rather than account-scoped X API actions through xurl.

Collect the baseline context bundle for the selected target.

Compose the final draft summary video from the generated assets and brief.

Goal-driven worker for exploring an unfamiliar target.

Prepare the delivery preview payload from the generated assets.

Render polished cover and summary-card image assets for the brief package.

Turn context findings into a summary packet and short brief.

Single-stage acceptance playbook for the baseline context phase.