Creator Algorithm Playbook

A library skill that benchmarks a YouTube creator or Twitter/X thought leader against a world-class creator-economy + content-marketing playbook corpus (Paddy Galloway, Colin & Samir, Jay Clouse, the MrBeast leaked guide, Justin Welsh, Dan Koe, Kieran Drew, etc.) and extracts the creator's algorithm-exploitation map.

What does it produce? A decode report that deconstructs four funnel layers: the top-of-funnel hook (0-30s pattern), mid retention mechanics (30s-3min), the CTA chain pattern, and the backend conversion signal (lead magnet / newsletter / cohort). Each layer is backed by evidence video IDs; the points where the creator successfully exploits the algorithm and where they miss are listed separately, and a playbook-fit score between 0 and 1 is assigned.

When to use it? Only when a deep algorithm decode is needed—for example, in the youtube-creator-deep-analyst PHASE 5 integration. It is not required for every creator analysis.

3 modes: refresh_playbook (30-day cron corpus refresh), decode_creator (creator-specific exploitation map), and extract_transferable_tactics (an adopt/avoid mapping to the user's positioning—e.g. B2B AI delivery). Output is schema-compliant JSON (_algorithm-decode.json) or a readable Turkish markdown report. Other agents can call it via the Skill tool.