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transcript-intelligence

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🇺🇸

Original

English
🇨🇳

Translation

Chinese

Transcript Intelligence

Transcript Intelligence

Overview

概述

Turn public video transcripts into useful research and content assets. This skill is for extracting signal from spoken social video: hooks, claims, stories, objections, examples, CTAs, and reusable content angles.
将公开视频的transcript转化为实用的研究和内容资产。此技能用于从社交视频的语音内容中提取关键信息：hooks、claims、故事、异议、示例、CTAs以及可复用的内容角度。

When to Use

使用场景

Use this skill when the user asks to:
  • summarize a video, reel, short, TikTok, podcast clip, or social video
  • analyze a creator's hooks or speaking style
  • extract quotes, claims, examples, and CTAs from transcripts
  • turn transcripts into social posts, scripts, newsletters, or content ideas
  • compare what multiple creators say about a topic
当用户提出以下需求时，可使用此技能：
  • 总结视频、Reel、短视频、TikTok、播客片段或社交视频
  • 分析创作者的hooks或说话风格
  • 从transcript中提取quotes、claims、示例和CTAs
  • 将transcript转化为社交帖子、脚本、通讯或内容创意
  • 对比多位创作者关于某一主题的观点

Transcript Sources

Transcript来源

PlatformEndpoint
TikTok
/v1/tiktok/video/transcript
Instagram
/v2/instagram/media/transcript
YouTube
/v1/youtube/video/transcript
, 
/v1/youtube/video
Facebook
/v1/facebook/post/transcript
X/Twitter
/v1/twitter/tweet/transcript
LinkedIn
/v1/linkedin/post/transcript
Rumble
/v1/rumble/video/transcript
Reddit video
/v1/reddit/post/transcript
If a detail endpoint already includes transcript text, use it. If transcript is unavailable, say so and fall back to title/caption/description only.
平台端点
TikTok
/v1/tiktok/video/transcript
Instagram
/v2/instagram/media/transcript
YouTube
/v1/youtube/video/transcript
, 
/v1/youtube/video
Facebook
/v1/facebook/post/transcript
X/Twitter
/v1/twitter/tweet/transcript
LinkedIn
/v1/linkedin/post/transcript
Rumble
/v1/rumble/video/transcript
Reddit视频
/v1/reddit/post/transcript
如果某个详情端点已包含transcript文本，则使用该端点。如果transcript不可用，请告知用户并仅使用标题/字幕/描述作为替代。

Workflow

工作流程

  1. Collect URLs or discover videos
    • If URLs are provided, fetch each transcript directly.
    • If a creator/channel is provided, first fetch recent posts/videos, then choose relevant videos.
  2. Extract transcript text
    • Preserve timestamps if provided.
    • Keep source URL with each transcript.
    • Do not hallucinate missing captions.
  3. Segment the transcript Break into:
    • hook/opening
    • setup/context
    • main claim or lesson
    • evidence/examples
    • payoff
    • CTA
  4. Analyze the content Extract:
    • exact hooks
    • claims and contrarian takes
    • stories
    • frameworks
    • objections addressed
    • emotional language
    • quotable lines
    • content atoms that stand alone
  5. Synthesize across multiple transcripts
    • Cluster by topic and angle.
    • Count recurring themes.
    • Identify repeated hook formulas.
    • Flag the strongest examples with citations.
  1. 收集URL或发现视频
    • 如果提供了URL，直接获取每个transcript。
    • 如果提供了创作者/频道，先获取近期帖子/视频，再选择相关视频。
  2. 提取transcript文本
    • 如果提供时间戳则保留。
    • 为每个transcript保留来源URL。
    • 不要凭空生成缺失的字幕。
  3. 拆分transcript 拆分为：
    • hook/开场
    • 背景介绍/上下文
    • 核心主张或要点
    • 证据/示例
    • 收益点
    • CTA
  4. 分析内容 提取：
    • 精准hooks
    • 主张与反向观点
    • 故事
    • 框架
    • 回应的异议
    • 情绪化语言
    • 可引用语句
    • 可独立存在的content atoms
  5. 多transcript整合
    • 按主题和角度聚类。
    • 统计重复出现的主题。
    • 识别重复使用的hook公式。
    • 标记带有引用来源的最佳示例。

Output Format

输出格式

markdown
undefined
markdown
undefined

Transcript Intelligence Report

Transcript Intelligence Report

TL;DR

TL;DR

  • Main themes:
  • Strongest hooks:
  • Best reusable ideas:
  • Main themes:
  • Strongest hooks:
  • Best reusable ideas:

Transcript-by-Transcript Notes

Transcript-by-Transcript Notes

Video title or URL

Video title or URL

  • Hook: "..."
  • Core idea: ...
  • Best quote: "..."
  • CTA: ...
  • Content atoms:
    1. ...
  • Hook: "..."
  • Core idea: ...
  • Best quote: "..."
  • CTA: ...
  • Content atoms:
    1. ...

Patterns Across the Set

Patterns Across the Set

PatternEvidenceExample URLs
PatternEvidenceExample URLs

Hooks Swipe File

Hooks Swipe File

  • "..."
  • "..."
  • "..."
  • "..."

Repurposing Ideas

Repurposing Ideas

  • LinkedIn post:
  • X thread:
  • Short-form script:
  • Newsletter section:
undefined
  • LinkedIn post:
  • X thread:
  • Short-form script:
  • Newsletter section:
undefined

Common Pitfalls

常见误区

  • Do not summarize from the title alone if the user asked for transcript analysis. Fetch transcripts first.
  • Do not lose exact wording. Hooks and quotes are more valuable verbatim.
  • Do not treat AI-generated transcript text as perfect. If wording seems garbled, mark it as approximate.
  • Do not mix source attribution. Every quote should trace back to a URL.
  • 如果用户要求进行transcript分析，不要仅通过标题进行总结。先获取transcript。
  • 不要丢失原文措辞。Hooks和quotes保留原文更有价值。
  • 不要将AI生成的transcript文本视为完美无缺。如果措辞看起来混乱，标记为近似内容。
  • 不要混淆来源归属。每个quote都应追溯到对应的URL。