跳到正文
cccskills
免费在 GitHub 公开

trend-discovery

Research social trends across relevant public sources, including topics, sounds, hashtags, and video formats. Receive a ranked brief with supporting posts and practical content ideas suited to a specific niche, region, and audience.

中文简介正在准备中。当前显示英语简介。

原文查看原文说明

Use when the user wants to discover trending social topics, hashtags, sounds, posts, reels, shorts, creators, or formats in a niche. Searches public trend and discovery endpoints, ranks evidence, and turns trends into practical content angles.

查看安装方法

适用场景

  • Find emerging topics in a specific niche
  • Research popular sounds and hashtags
  • Create a weekly social trend brief
  • Turn Reels and Shorts trends into content ideas

包含的文件(1)

  • SKILL.md3.1 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Trend Discovery

Overview

Find trends worth acting on. This skill is for social media trend research across TikTok, Instagram, YouTube, Reddit, Pinterest, and other public sources. The output should separate real evidence from vague "this is trending" claims.

When to Use

Use this skill when the user asks to:

  • find trends in a niche or category
  • discover trending TikTok sounds, hashtags, creators, or videos
  • find trending Instagram Reels or YouTube Shorts ideas
  • build a weekly trend brief
  • decide what content formats or angles to jump on

Useful Sources

SignalEndpoint examples
TikTok trending feed/v1/tiktok/get-trending-feed
TikTok popular hashtags/songs/videos/creators/v1/tiktok/hashtags/popular, /v1/tiktok/songs/popular, /v1/tiktok/videos/popular, /v1/tiktok/creators/popular
TikTok search/v1/tiktok/search/top, /v1/tiktok/search/keyword, /v1/tiktok/search/hashtag
Instagram trends/search/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

Workflow

  1. Define niche, country/region, platform, and time sensitivity.
  2. Pull trend/discovery/search results from 2-4 relevant sources.
  3. Normalize evidence: post URL, creator, metric, date, topic, sound/hashtag if present.
  4. Cluster into trends by topic, format, hook, sound, meme, or audience problem.
  5. Rank trends by evidence strength and relevance, not raw views alone.
  6. Translate each trend into content ideas the user can actually make.

Output Format

# Trend Discovery Brief: {niche}

## Trends Worth Acting On
| Trend | Platforms | Evidence | Why it matters | Content angle |
|---|---|---|---|---|

## Sounds / Hashtags / Formats
- ...

## Example Posts to Study
- [title/hook](url) — why it matters

## Content Ideas
1. ...
2. ...

## Caveats
- Public data only.
- Trend evidence is directional unless repeated across sources.

Common Pitfalls

  • Do not call something a trend from one post unless the user only asked for examples.
  • Do not ignore region. TikTok trends can be highly country-specific.
  • Do not recommend jumping on trends that do not fit the user's brand or audience.

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

Analyze public ads from Meta/Facebook, Google, and LinkedIn to understand competitor messaging and offers. Extract hooks, headlines, and calls to action, then suggest advertising tests grounded in recurring patterns and gaps.

中文简介正在准备中。当前显示英语简介。

  • Research competitors’ active ads
  • Compare messaging and offers across brands
  • Extract hooks and key messages from video ads
ScrapeCreators/social-media-research-skills45782026年8月27日 更新

Evaluate whether a creator reaches the intended market using public profiles, comments, and available audience data. Get an evidence table, an audience fit rating, and a sponsorship recommendation with a stated confidence level.

中文简介正在准备中。当前显示英语简介。

  • Assessing a creator's audience before sponsorship
  • Comparing creators for a target market
  • Checking audience geography and language
ScrapeCreators/social-media-research-skills45782026年8月27日 更新

Analyze public comments and replies to uncover recurring questions, complaints, objections, and buying signals. Get themes supported by exact quotes, plus ideas for content, FAQs, copy, or product improvements, with sample size and confidence stated.

中文简介正在准备中。当前显示英语简介。

  • Find recurring audience questions for FAQs
  • Identify complaints and product improvement ideas
  • Collect customer wording for marketing copy
ScrapeCreators/social-media-research-skills45782026年8月27日 更新

Compare competitors’ public social profiles and posts to identify strong topics, formats, and posting patterns. Get an evidence-based brief with content gaps and suggested experiments, accounting for each account’s usual performance.

中文简介正在准备中。当前显示英语简介。

  • Compare competitors’ social posting strategies
  • Study formats behind unusually strong posts
  • Find topics competitors rarely cover
ScrapeCreators/social-media-research-skills45782026年8月27日 更新

Turn public videos, transcripts, posts, or creator research into drafts for LinkedIn, X, short videos, newsletters, and blogs. Adapt key ideas to the intended audience, voice, and platform while retaining source references.

中文简介正在准备中。当前显示英语简介。

  • Turning videos or transcripts into social posts
  • Creating short video scripts from existing material
  • Developing newsletter ideas and blog outlines
ScrapeCreators/social-media-research-skills45782026年8月27日 更新

Analyze a creator or brand's social account to understand its audience, recurring topics, standout posts, opening hooks, and formats. Get evidence-based lessons on patterns to adapt, approaches to avoid, and tests for your own content.

中文简介正在准备中。当前显示英语简介。

  • Analyze a creator or brand's social account
  • Identify patterns in standout posts
  • Collect examples of openings and content formats
ScrapeCreators/social-media-research-skills45782026年8月27日 更新

查看 ScrapeCreators 的全部技能

报告此技能的问题