Run a single-episode coherence checklist after Studio review edits and before prepare/publish; diagnose or patch thesis drift, step seams, stale arguments, visual rhythm, and publish readiness.
Apply Studio intents back into the episode source and validate the result.
Generate 3 YouTube metadata candidates (title/description/tags) grounded in episode context, let the user pick one, then mark the artifact ready.
Usage guide for generating MiniMax TTS audio and subtitles for an episode.
Validate repo bootstrap readiness, ARS config, providers, and environment readiness with npx ars doctor.
Create a new episode scaffold for a series with npx ars episode create.
Generate a new custom card for the active series using ARS primitives. Creates a self-contained CardSpec at src/episodes/<active-series>/cards/.
Reflect on recent episodes and analytics, then update SERIES_GUIDE.md with evidence-backed heuristics.