Review daily vlog-pipeline production status using the repo MCP tools. Use when the user asks to check today's or yesterday's VPS generation鎯呭喌, whether a scriptgen or video run finished, what files were produced, what is still pending for upload, or whether production was idle on a specific date.
Launch the recurring vlog-pipeline two-lane cycle where yesterday's remaining or latest completed script is pushed into VPS video generation and one new script is started. Use when the user asks to open a new round, start yesterday's script as video plus a new script, continue the one-video-plus-one-script cadence, or check and advance the backlog without mixing scriptgen completion with video completion.
Prototype a local visual-rendering lane for vlog-pipeline using HTML, Canvas, Remotion, Motion Canvas, Phaser, PixiJS, or a small in-repo engine, then pair it with existing MiniMax narration/music and FFmpeg composition. Use when the user asks to explore public video-generation repos, pixel-art or animation styles, HTML-to-video rendering, local rendering engines, knowledge-point audio/card episodes, resource allocation with MiniMax only, or alternatives to Dreamina/Seedance for experimental short-video visuals.