thumbnail-test
thumbnail-test is a YouTube & creator workflows skill for AI agents, published by daiki-beppu in the youtube-automation repository on GitHub. Skillspace rates thumbnail-test C (74/100) and it passed the safety scan; the rating is based on static analysis only.
Use when 長尺動画で YouTube Studio のサムネイル A/B テストを単独で設計し、結果を記録するとき。「サムネ A/B テスト」「Test & Compare」「サムネテスト結果」で発動。伸びた動画起点の勝因検証ループは /thumbnail-iterate、公開前の競合・320px 視認性比較は /thumbnail-compare、候補生成は /thumbnail を使う
- Grade
- C
- Quality
- 74 / 100
- Safety
- Passed
- GitHub stars
- 161
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Vendor-specific: built around one product. YouTube Studio thumbnail A/B test feature and API limits
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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