Individual skill
viral-video-benchmark
判断、扫描、拆解并归档抖音视频、小红书图文或小红书视频。实时读取用户同平台粉丝数并划分主对标池/跨级灵感池，用已登录浏览器读取目标作品和作者主页公开指标，再用确定性代码判定普通、小爆、爆款、现象级并扫描作者近 20 条候选；只对用户选中的爆款和现象级先构建可追溯证据包，再调用子 Agent 拆解，经确认后写入爆款库并合并或创建选题。用于“判断是不是爆款”“看看这个账号近20条有没有爆款”“拆解对标内容”“筛选同阶段对标”“爆款入库”“从爆款生成选题”“把同题内容归到一个选题”等请求；不用于自动监控。
skills/viral-video-benchmark/SKILL.md
Source commit 4766a164ced10ace6e5ef60d42db5bbfa6ed6284
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- Matches the observed repository HEAD
- Yes
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- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 5, 2026
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Repository context
- Repository stars (not skill ratings)
- 162
- Repository last updated
- Jul 27, 2026
- License
- MIT
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SKILL.mdcore · 15,011 bytesSKILL.mdcore · 15,011 bytesSKILL.mdcore · 15,011 bytesSKILL.mdcore · 15,011 bytesSKILL.mdcore · 15,011 bytesSKILL.mdcore · 15,011 bytesagents/openai.yamlasset · 454 bytesevals/analysis-cases.jsonasset · 10,285 bytesevals/cases.jsonasset · 4,047 bytesreferences/analysis-schema.mddoc · 10,448 bytesreferences/evidence-schema.mddoc · 5,959 bytesreferences/scoring-rules.mddoc · 6,476 bytesreferences/storage-schema.mddoc · 9,377 bytesscripts/calculate_virality.pyruns · 14,695 bytesscripts/extract_keyframes.pyruns · 5,675 bytesscripts/scan_recent_posts.pyruns · 8,122 bytesscripts/validate_analysis.pyruns · 15,401 bytesscripts/validate_evidence.pyruns · 19,539 bytestests/test_calculate_virality.pyruns · 12,529 bytestests/test_eval_cases.pyruns · 1,011 bytestests/test_extract_keyframes.pyruns · 3,760 bytestests/test_scan_recent_posts.pyruns · 7,778 bytestests/test_validate_analysis.pyruns · 13,718 bytestests/test_validate_evidence.pyruns · 13,333 bytes
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# 爆款视频判定与拆解
按链接手动运行。数值解析、基线、`R`、`M`、等级和深度处理资格只能使用本 Skill 的代码结果，禁止心算、估算或覆盖脚本结论。
执行脚本前先将 `SKILL_DIR` 设为本 Skill 的实际安装目录，不要假设它一定安装在 `.claude/skills/`。
开始处理任何链接前，必须解析 `<NOTES_VAULT>`：这是用户笔记库的根目录，不是本 Skill 的安装目录。
1. 用户已提供笔记库根目录时，使用该目录；先规范化为绝对路径并确认它是可访问的目录。
2. 用户未提供、但当前笔记或应用上下文能明确给出其所属 vault 时，使用该 vault 根目录。
3. 其他情况先向用户索取笔记库根目录；不得从作者机器路径、当前工作目录或本 Skill 的位置猜测。
本 Skill 的笔记路径始终由 `<NOTES_VAULT>` 派生：爆款库为 `<NOTES_VAULT>/AI Wiki/raw/调研/爆款拆解/`，逐字稿库为 `<NOTES_VAULT>/AI Wiki/raw/音频转写/`，选题库为 `<NOTES_VAULT>/创作/选题/`。后续所有搜索、去重、读取和写入均使用这些派生路径；在根目录未解析前不得开始正式分析或写入。
