trend-discovery

面向 TikTok、Instagram、YouTube、Reddit、Pinterest 等平台，通过 ScrapeCreators 公开数据接口拉取趋势与搜索结果，按主题、形式、钩子、声音聚类并以证据强度排序，输出含趋势表、案例帖子和内容角度的趋势简报。仅基于公开数据，需自备接口密钥。

ScrapeCreators

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最近更新 2026-10-19 01:43:29

分类：搜索依赖：第三方 API / 代码执行 / 读写文件应用场景：社交媒体 / 研究 / 市场分析 / 推荐

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add scrapecreators/social-media-research-skills/trend-discovery

Metadata

name: trend-discovery
description: 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.
allowed-tools: Bash, Read, Write, WebFetch
version: 1.0.0
author: ScrapeCreators
license: MIT
homepage: https://scrapecreators.com
repository: https://github.com/ScrapeCreators/social-media-research-skills
metadata: {"openclaw":{"requires":{"env":["SCRAPECREATORS_API_KEY"]},"primaryEnv":"SCRAPECREATORS_API_KEY","homepage":"https://scrapecreators.com","tags":["social-media","research","scrapecreators"]}}

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

Signal	Endpoint 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

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