Your hook is a checklist, not a vibe

Описание и применение

Четыре автоматизированных чек‑листов помогают безликим создателям YouTube улучшить механики видео, снижая потерю зрителей в первых секундах и в конце.

Задача

Small faceless channels lose viewers in the first three seconds and the last ten percent due to weak hooks and repetitive scripts.

Результат

All four checks together provide a deterministic, reproducible way to ensure video mechanics are solid before publishing, reducing early drop‑off and improving viewer retention.

Рабочий процесс

• 1. Score opening line on brevity, specificity, curiosity, and direct address; penalize date recitation and generic opens.
• 2. Evaluate title and thumbnail together for length, structure, curiosity, word count, duplication, and truth risk.
• 3. Read script as a viewer: flag dead air (>90 words without turn), repeated sentences, lack of escalation, and improper outro.
• 4. After editing, run a 10‑point packaging checklist on the finished video: verify real footage spine, merged outro, no date intro, and overall readiness.

Доказательства

Most small channels don't lose viewers in the middle of a video. They lose them in the first three seconds and in the last ten percent — a weak open, and a script that repeats itself until finishing feels optional.

Источник

An opening line gets scored on four things: brevity (does it land in the first ~3 seconds?), specificity, curiosity, and direct address.

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Scoring a title alone is a mistake — viewers see a pair. The tool scores them together: title length band, structure, curiosity; thumbnail text held to 1–4 words; and a duplicate check, because a thumbnail that repeats the title wastes half the package.

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Before anything is built, the script gets read the way a viewer experiences it: Any beat over ~90 words with no turn in it is dead air. A sentence that appears twice is padding, even reworded. The middle has to elevate, not restate. The outro is one merged beat: the subscribe ask folded into a genuine question, never two separate asks.

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Scores on a script are a forecast. The last check runs a 10-point packaging checklist against the finished video — real footage as the spine, merged outro present, no date intro. Any gap and the answer is NOT READY, full stop.

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These four checks are the Faceless Creator Skill Pack — four Claude skills, each pairing an instruction file with a small Python tool (standard library only, works offline), tested end-to-end with the evidence in the box (33/33 checks).

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