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趋势发现

用于当用户想要发现某个细分领域的热门社交话题、标签、音频、帖子、Reels、Shorts、创作者或内容形式。该技能会搜索公开的趋势和发现端点,对证据进行排序,并将趋势转化为可实际落地的内容角度。

趋势发现 是什么?

该技能专为社交媒体趋势研究而设计,涵盖 TikTok、Instagram、YouTube、Reddit、Pinterest 及其他公开来源。它通过调用多个平台的公开 API 端点来获取趋势信号,并使用结构化流程将原始数据转化为可执行的内容策略。用户只需指定细分领域、国家/地区、平台和时间敏感度,技能便会从2-4个相关来源提取数据,标准化证据(如帖子URL、创作者、指标、日期、话题、标签或音频),然后将结果按主题、格式、钩子、声音、梗或受众问题聚类成趋势。最后,它会根据证据强度和相关性(而非原始浏览量)对趋势进行排序,并为每个趋势生成内容创意。该技能适用于 TikTok、Instagram、YouTube、Reddit 和 Pinterest 等平台,提供了一份详细的趋势发现简报,包含值得跟进的热点、热门音频/标签/格式、值得学习的示例帖子以及具体内容建议,并附有明确的注意事项。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/trend-discovery

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文档

趋势发现 是做什么的?

概述

发现值得行动的趋势。本技能用于跨 TikTok、Instagram、YouTube、Reddit、Pinterest 及其他公开来源进行社交媒体趋势研究。输出结果应将真实证据与模糊的“这个很火”的说法区分开来。

使用时机

当用户要求以下内容时使用本技能:

  • 查找某个细分领域或类别中的趋势
  • 发现热门 TikTok 音频、标签、创作者或视频
  • 寻找热门 Instagram Reels 或 YouTube Shorts 创意
  • 构建每周趋势简报
  • 决定应跟进哪些内容格式或角度

实用来源

信号源接口示例
TikTok 趋势流/v1/tiktok/get-trending-feed
TikTok 热门标签/歌曲/视频/创作者/v1/tiktok/hashtags/popular、/v1/tiktok/songs/popular、/v1/tiktok/videos/popular、/v1/tiktok/creators/popular
TikTok 搜索/v1/tiktok/search/top、/v1/tiktok/search/keyword、/v1/tiktok/search/hashtag
Instagram 趋势/搜索/v1/instagram/reels/trending、/v2/instagram/reels/search、/v1/instagram/search/hashtag
YouTube/v1/youtube/shorts/trending、/v1/youtube/search、/v1/youtube/search/hashtag
Reddit/v1/reddit/search、/v1/reddit/subreddit、/v1/reddit/subreddit/search
Pinterest/v1/pinterest/search

工作流程

  1. 定义细分领域、国家/地区、平台和时间敏感度。
  2. 从2-4个相关来源拉取趋势/发现/搜索结果。
  3. 标准化证据:帖子 URL、创作者、指标、日期、话题、音频/标签(如有)。
  4. 按主题、格式、钩子、声音、梗或受众问题聚类为趋势。
  5. 根据证据强度和相关性(而非原始浏览量)对趋势进行排序。
  6. 将每个趋势转化为用户实际能制作的内容创意。

输出格式

# 趋势发现简报:{细分领域}

## 值得跟进的热点
| 趋势 | 平台 | 证据 | 为何重要 | 内容角度 |
|---|---|---|---|---|

## 音频 / 标签 / 格式
- ...

## 值得学习的示例帖子
- [标题/钩子](url) — 为何重要

## 内容创意
1. ...
2. ...

## 注意事项
- 仅限公开数据。
- 趋势证据仅供参考,除非在多个来源中重复出现。

常见陷阱

  • 除非用户仅要求查看示例,否则不要仅凭单个帖子就称之为趋势。
  • 不要忽略地区设置。TikTok 趋势可能具有高度的国家特异性。
  • 不要推荐跟进与用户品牌或受众不匹配的趋势。

Individual skills in this repo

This repo contains 12 individual skills — each has its own dedicated page.

ad-library-teardown

Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor

audience-research

Use when the user wants to evaluate a creator, influencer, or brand audience using public profile signals, TikTok audience demographics, follower/following data, comments, geography, language, and content fit. Helps judge sponsorship and market fit.

comment-mining

Use when the user wants to mine comments and replies for audience reactions, customer language, questions, objections, complaints, product ideas, buying intent, sentiment, or voice-of-customer insights from public social posts and videos.

competitor-social-research

Use when the user wants to research competitors

content-repurposing

Use when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars.

creator-profile-teardown

Use when the user wants to analyze a creator, influencer, founder, or brand social account and understand positioning, content pillars, outlier posts, hooks, format choices, audience reaction, and what can be copied or tested.

influencer-prospecting

Use when the user wants to find creators, influencers, affiliates, or social accounts in a niche for outreach, partnerships, sponsorships, UGC, seeding, or competitive research. Produces scored prospect lists from public social data.

outlier-post-finder

Use when the user wants to find posts, videos, reels, shorts, tweets, or social content that overperformed versus a creator, brand, or competitor baseline. Finds outliers, explains why they worked, extracts hooks and formats, and produces a practical swipe file.

product-demand-research

Use when the user wants to validate a product idea, find pain points, mine demand signals, discover objections, or gather voice-of-customer language from Reddit, social posts, video transcripts, and comments. Produces evidence-backed product research.

scrapecreators-api

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social-listening-brief

Use when the user wants a social listening report about what people are saying about a brand, person, product, topic, category, or niche across public social platforms. Produces cited themes, sentiment caveats, notable posts, and recommended actions.

transcript-intelligence

Use when the user wants to summarize, analyze, or repurpose transcripts from TikTok, Instagram, YouTube, Facebook, X/Twitter, LinkedIn, Rumble, or Reddit video posts. Extracts hooks, claims, quotes, content atoms, themes, and reusable scripts.

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