AutoFlowCut

YouTube story channel script writing skill with 9-wave automated pipeline (with manual user gates after W3 script and W7 image production). Supports three genres: (1) yadam — Korean historical tales (야담, 민담, 설화, 조선시대) in Korean, (2) dark-history — Western dark history, medieval mystery, gothic tales, true crime, folklore in English, (3) bespoke — universal genre with per-episode meta-prompts synthesized from user-provided 3–5 successful reference scripts (any topic, any audience language). Trigger on: 'write a script', 'new episode', 'create storyboard', 'start ep5', '야담 대본 써줘', '새 에피소드 만들어줘', '스토리보드 작성해줘', 'ep11 시작하자', 'rewrite', 'redesign', '리라이팅', '리디자인'. Auto-detects genre by user language + topic keywords (Korean + 야담/민담/조선/설화/전설 keywords → yadam; English + dark/gothic/medieval/witch/folklore/colonial keywords → dark-history; otherwise → bespoke). Override via `--genre yadam|dark-history|bespoke`.

Run the next single wave of the story pipeline only, then exit. Manual mode: no in-wave AskUserQuestion, no W3/W7 hard gates, no auto-advance. User reviews deliverables and re-invokes /story-step when ready for the next wave. Trigger: 'one wave', 'single step', 'step through', 'manual mode', '한 단계만', '한 웨이브', '한 단계씩', 'step'

Improve an existing episode's script by diagnosing engagement gaps (curiosity / expectation / drop-off zones via the E0–E3 lens) and producing an improved version. Auto-detects the original episode's genre (yadam / dark-history / bespoke) and reuses its meta-prompts. Forks the original to {ep}-v2 — original preserved. Re-runs only the affected wave scope (polish / restructure / full). Trigger: 'improve script', 'fix draft', 'rewrite my episode', 'improve ep03', '대본 개선', '다시 써줘', 'ep03 개선'.

Execute the 9-wave story pipeline automatically. W1(story design) → W2(synopsis) → W3(writing+review) → 🛑user confirm → W4(production extract) → W5(TTS/SFX) → W6(storyboard CSV, batch QA × 3) → W7(image production, batch QA × 2) → 🛑user confirm → W8(assembly: SFX scene-match + audio import + CapCut + optional video) → W9(upload info). Each wave runs as a subagent with fresh context. Review loops max 5 rounds. Genres: yadam / dark-history / bespoke. Trigger: 'execute story', 'run pipeline', '파이프라인 실행', '자동 실행'

Initialize a new story episode. Creates episode directory, detects genre (yadam / dark-history / bespoke), discusses topic with user (and gathers 3–5 reference scripts if bespoke), initializes STATE.md. Auto-chains to /story-execute. Trigger: 'new episode', 'start ep5', '새 에피소드', '야담 대본 써줘', 'write a script about...'

Resume story pipeline from where it left off. Reads STATE.md to determine current wave and continues execution. Trigger: 'continue story', 'resume', '이어서 해줘', '다음 단계', 'story next'