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…
Operator playbook for studio guerrilla — a bot that posts a capped number of on-topic, transcript-grounded comments per day under other creators' recent videos from the configured channel, to attract viewers indirectly. Use when the user wants to RUN the guerrilla comment loop (tick), DEPLOY the commenter to a VPS…
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…
Use to produce + publish a chosen backlog bet and bind it to the journal so it can be measured later. Calls the film-maker skill to render+upload, sized to the per-video budget, then links the run. One lego-block of the growth loop. Fed by the backlog pick (marketing-guru); precedes marketing-measure-learn (after a…
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…
Use when deciding WHAT short video to make next for a channel — generate falsifiable viral bets (idea + hook + assumption + goal + theme). The AGENT does the ideation (web-search current trends + recall the channel's past winners), then persists each bet to the backlog. One lego-block of the…
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 …
The audio counterpart to art-direction for the Slope Studio pipeline — design and PRODUCE all the sound a video needs. Use when a video feels silent/flat, when adding music + sound effects, when the clip maker (visuals/clips) has produced scenes that need atmosphere, or whenever asked to do sound design, score, add…
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/ /), or debug character look drift between generated…
Create a complete YouTube channel brand kit — banner, profile picture, transparent video logo/watermark, plus channel keywords and description — from a channel name + slogan + niche. Use when the user wants to brand or rebrand a YouTube (or other) channel: design/generate a banner, avatar, logo, watermark, or write…
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originalMIT
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