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Operator playbook for the Slope Studio short-video pipeline. Use when the user wants to produce, generate, render, run, debug, observe, thumbnail, or publish a short vertical video or landscape video from an idea, or to run/inspect any single stage of the `studio` CLI.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Operator playbook for long-form story/audiobook illustration videos with CONSISTENT recurring characters. Use when the user wants to illustrate an existing story or audiobook text as a video, build/rebuild a character card from a reference-image folder (characters/<name>/), or debug character look drift between generated scenes.
Operator playbook for long-form story/audiobook illustration videos with consistent recurring characters. Use when the user wants to illustrate an existing story or audiobook text as a video, build a character card from a reference-image folder (characters/<name>/) or from the story text alone (no pictures — whole-story analysis locks a constant look), storyboard prose into scenes, or debug character look drift between generated images.
Operator playbook for the Slope Studio short-video pipeline. Use when the user wants to produce, generate, render, run, debug, observe, or publish a short vertical video (TikTok / YouTube Shorts) from an idea — or to run/inspect any single stage (script, visuals, clips, stitch, voice, save, publish). Covers the `studio` CLI end-to-end: provider choice, cost control, artifact inspection, and troubleshooting.
Umbrella orchestrator for a Slope Studio channel's viral-growth loop. Use when the user wants to RUN THE WHOLE ideate→deploy→measure→learn cycle, or doesn't know which step they need, or wants to READ channel state / PICK the next bet / WRITE a growth brief (journal · backlog · report all live here). It composes the per-step lego-block skills (marketing-ideate, marketing-deploy, marketing-measure-learn) and the hands-off driver (marketing-autopilot). For one creative step, invoke that step's skill directly.
Use 48–72h+ after publishing to CLOSE the loop: first MEASURE (fetch stats + comments, score each deployed bet's virality relative to the channel's own portfolio — deterministic), then LEARN (reflect on which pre-stated assumptions held vs were refuted, extract win/lose patterns, set the next direction + idea seeds — agent-driven). One lego-block of the ideate→deploy→measure→learn growth loop; feeds back into marketing-ideate.
Use SPECIFICALLY for hands-off SCHEDULING of the growth loop — the unattended driver that keeps a channel turning on a cron/interval with no operator in the seat. Each tick it asks the engine what's due (measure matured videos / reflect / refill the backlog / produce the next bet) and does that ONE action, handling the deferred-measurement timing automatically — then defers the actual step-level work to the per-step skills. Set it on a recurring schedule (the /loop or /schedule skill, or cron). For a single manual step, invoke that step's skill directly instead.
| name | film-maker |
| description | Operator playbook for the Slope Studio short-video pipeline. Use when the user wants to produce, generate, render, run, debug, observe, thumbnail, or publish a short vertical video or landscape video from an idea, or to run/inspect any single stage of the `studio` CLI. |
Read the canonical skill before doing this work:
../../../.agent-instructions/skills/film-maker/SKILL.md
Resolve any referenced sibling files, such as film-maker-guides.md, from the canonical skill
directory under .agent-instructions/skills/film-maker/.
