YouTube Content
Create or improve the requested idea, title, thumbnail concept, script, channel strategy, or performance diagnosis. Reuse established audience and packaging decisions. For a new video, align the title/thumbnail promise with the script early; an existing script request does not require a separate packaging approval gate.
Reference router
- Idea/angle:
references/piramide-e-ideia.md; optional full-video brief: assets/briefing-video.template.md.
- Titles:
references/titulos.md; thumbnail concepts: references/thumbnails.md.
- Script/hooks/retention:
references/roteiro-e-retencao.md.
- CTR/distribution/search:
references/algoritmo-e-ctr.md; Studio prompts only when useful: assets/prompts-pergunte-ao-studio.md.
- Monetization/production/community:
references/monetizacao-e-crescimento.md; channel naming/migration: references/decisoes-de-canal.md.
- Publication review:
references/checklist-publicacao.md, limited to the actual video and format.
Working principles
- Make an honest, specific promise the content delivers. Titles and thumbnails should complement each other; techniques and formulas are options, not a quota or required clickbait device.
- Produce the requested number of alternatives. Hooks need to orient and engage viewers, but need no fixed duration, two-function formula, or named technique in every script.
- Diagnose the affected metric using comparable audience, format, traffic source, and observation window. Channel baselines help; a low impression count or a CTR difference alone does not establish thumbnail quality or statistical significance.
- Set production cadence from capacity and audience response. No mandatory 52-video calendar, 40/40/20 mix, daily engagement timer, or A/B experiment for every artifact.
- Treat corpus benchmarks and platform features as dated examples. Verify current official guidance when using monetization thresholds, platform policies, or changing features; do not present anecdotal results as guarantees.
- Deliver the requested content or recommendation. Pixel generation, editing footage, and uploads use their own tools and the user's authorized scope.
Read-only helpers, resolved from this skill's directory: python3 <yt-master-dir>/scripts/title-check.py "<title>" gives advisory pattern signals; python3 <yt-master-dir>/scripts/ctr-baseline.py --impressoes <n> --cliques <n> --baseline <percent> calculates CTR and its difference from a supplied baseline. Neither score predicts performance.
1---2name: yt-master3description: Plans and improves YouTube ideas, titles, thumbnail concepts, scripts, retention, channel strategy, and metric-based diagnosis. Use for YouTube content creation or optimization; not for editing footage, generating thumbnail pixels, or uploading through the API.4---5# YouTube Content67Create or improve the requested idea, title, thumbnail concept, script, channel strategy, or performance diagnosis. Reuse established audience and packaging decisions. For a new video, align the title/thumbnail promise with the script early; an existing script request does not require a separate packaging approval gate.89## Reference router1011- Idea/angle: `references/piramide-e-ideia.md`; optional full-video brief: `assets/briefing-video.template.md`.12- Titles: `references/titulos.md`; thumbnail concepts: `references/thumbnails.md`.13- Script/hooks/retention: `references/roteiro-e-retencao.md`.14- CTR/distribution/search: `references/algoritmo-e-ctr.md`; Studio prompts only when useful: `assets/prompts-pergunte-ao-studio.md`.15- Monetization/production/community: `references/monetizacao-e-crescimento.md`; channel naming/migration: `references/decisoes-de-canal.md`.16- Publication review: `references/checklist-publicacao.md`, limited to the actual video and format.1718## Working principles1920- Make an honest, specific promise the content delivers. Titles and thumbnails should complement each other; techniques and formulas are options, not a quota or required clickbait device.21- Produce the requested number of alternatives. Hooks need to orient and engage viewers, but need no fixed duration, two-function formula, or named technique in every script.22- Diagnose the affected metric using comparable audience, format, traffic source, and observation window. Channel baselines help; a low impression count or a CTR difference alone does not establish thumbnail quality or statistical significance.23- Set production cadence from capacity and audience response. No mandatory 52-video calendar, 40/40/20 mix, daily engagement timer, or A/B experiment for every artifact.24- Treat corpus benchmarks and platform features as dated examples. Verify current official guidance when using monetization thresholds, platform policies, or changing features; do not present anecdotal results as guarantees.25- Deliver the requested content or recommendation. Pixel generation, editing footage, and uploads use their own tools and the user's authorized scope.2627Read-only helpers, resolved from this skill's directory: `python3 <yt-master-dir>/scripts/title-check.py "<title>"` gives advisory pattern signals; `python3 <yt-master-dir>/scripts/ctr-baseline.py --impressoes <n> --cliques <n> --baseline <percent>` calculates CTR and its difference from a supplied baseline. Neither score predicts performance.
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