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趨勢探索

當使用者想要探索特定領域中的流行社交話題、主題標籤、音效、貼文、Reels、Shorts、創作者或格式時使用。搜尋公開趨勢與探索端點,排序證據,並將趨勢轉化為實用的內容切入點。

趨勢探索 是什麼?

此技能專為社交媒體趨勢研究而設計,涵蓋 TikTok、Instagram、YouTube、Reddit、Pinterest 及其他公開來源。其主要目標是幫助使用者發現可執行的趨勢,並將真實證據與模糊的「這個很紅」說法區分開來。工作流程包括:定義利基市場、國家/地區與平台,從 2-4 個相關來源拉取趨勢/探索/搜尋結果,標準化證據(例如貼文網址、創作者、指標、日期、主題、音效/主題標籤),將證據聚類成趨勢(按主題、格式、鉤子、音效、迷因或受眾問題),並按證據強度與相關性進行排序。最終會產出結構化的「趨勢發現簡報」,其中包含趨勢列表、音效/主題標籤/格式、值得研究的範例貼文、內容點子以及注意事項。此技能支援多種平台(TikTok、Instagram、YouTube、Reddit、Pinterest),並提供具體的 API 端點範例。

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

在你喜歡的 AI 中提問

開啟一個已預先載入此 Agent Skill 的新對話。

說明文件

趨勢發現

概覽

尋找值得採用的趨勢。此技能適用於跨 TikTok、Instagram、YouTube、Reddit、Pinterest 及其他公開來源的社交媒體趨勢研究。輸出應將真實證據與模糊的「這個很紅」說法區分開來。

使用時機

當使用者要求以下事項時使用此技能:

  • 在特定領域或類別中尋找趨勢
  • 發現熱門的 TikTok 音效、主題標籤、創作者或影片
  • 尋找熱門的 Instagram Reels 或 YouTube Shorts 點子
  • 建立每週趨勢簡報
  • 決定該投入哪些內容格式或切入角度

實用來源

信號端點範例
TikTok 熱門動態/v1/tiktok/get-trending-feed
TikTok 熱門主題標籤/歌曲/影片/創作者/v1/tiktok/hashtags/popular、/v1/tiktok/songs/popular、/v1/tiktok/videos/popular、/v1/tiktok/creators/popular
TikTok 搜尋/v1/tiktok/search/top、/v1/tiktok/search/keyword、/v1/tiktok/search/hashtag
Instagram 趨勢/搜尋/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. 定義利基市場、國家/地區、平台與時間敏感度。
  2. 從 2-4 個相關來源拉取趨勢/探索/搜尋結果。
  3. 標準化證據:貼文網址、創作者、指標、日期、主題,若有音效/主題標籤也一併列入。
  4. 按主題、格式、鉤子、音效、迷因或受眾問題聚類成趨勢。
  5. 按證據強度與相關性(而非純觀看次數)排序趨勢。
  6. 將每個趨勢轉化為使用者實際能製作的內容點子。

輸出格式

# 趨勢發現簡報:{利基市場}

## 值得採用的趨勢
| 趨勢 | 平台 | 證據 | 為何重要 | 內容切入點 |
|---|---|---|---|---|

## 音效 / 主題標籤 / 格式
- ...

## 值得研究的範例貼文
- [標題/鉤子](網址) — 為何重要

## 內容點子
1. ...
2. ...

## 注意事項
- 僅限公開資料。
- 除非在多個來源重複出現,否則趨勢證據僅具方向性。

常見陷阱

  • 除非使用者只要求範例,否則不要根據單一一篇貼文就稱之為趨勢。
  • 不要忽略地區。TikTok 趨勢可能具有高度國家特定性。
  • 不要建議使用者跟進與其品牌或受眾不符的趨勢。

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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