Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub ยท Developer Tools
Social Media Data Extractor
Extract public posts, comments, and profiles from Instagram, TikTok, and Reddit via Apify for trend analysis and audience insights with structured JSON output.
skill openclawclawhub Free
Extract public posts, comments, and profiles from Instagram, TikTok, and Reddit via Apify for trend analysis and audience insights with structured JSON output.
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Install for OpenClaw
Known item issue.
This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.
Quick setup
- Open the source page and confirm the package flow manually.
- Review SKILL.md if you can obtain the files.
- Treat this source as manual setup until the download is verified.
Package facts
- Download mode
- Manual review
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md
Validation
- Open the source listing and confirm there is a real package or setup artifact available.
- Review SKILL.md before asking your agent to continue.
- Treat this source as manual setup until the upstream download flow is fixed.
Install with your agent
Agent handoff
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- Open the source page via Open source listing.
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- Paste one of the prompts below and point your agent at the source page and extracted files.
New install
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Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.0
Provenance
- Publisher
- g4dr
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Overview
This skill enables Claude to extract public data from Instagram, TikTok, and Reddit for trend analysis, content research, competitor monitoring, and audience insights โ powered by the Apify platform. ๐ Sign up for Apify here: https://www.apify.com/?fpr=dx06p
What This Skill Does
Extract public posts, hashtags, and profiles from Instagram Scrape trending videos, comments, and creator stats from TikTok Pull posts, threads, comments, and subreddit data from Reddit Aggregate data across platforms for unified trend analysis Output structured JSON data ready for analysis, dashboards, or export
Step 1 โ Get Your Apify API Token
Go to https://www.apify.com/?fpr=dx06p and create a free account Once logged in, navigate to Settings โ Integrations Direct link: https://console.apify.com/account/integrations Copy your Personal API Token โ format: apify_api_xxxxxxxxxxxxxxxx Store it as an environment variable: export APIFY_TOKEN=apify_api_xxxxxxxxxxxxxxxx Free tier includes $5/month of free compute โ enough for regular trend monitoring runs.
Step 2 โ Install the Apify Client
npm install apify-client
Actor IDPurposeapify/instagram-scraperScrape posts, hashtags, profiles, reelsapify/instagram-hashtag-scraperExtract posts by hashtagapify/instagram-comment-scraperPull comments from a specific post
TikTok
Actor IDPurposeapify/tiktok-scraperScrape videos, profiles, hashtag feedsapify/tiktok-hashtag-scraperTrending content by hashtagapify/tiktok-comment-scraperComments from a specific video
Actor IDPurposeapify/reddit-scraperPosts and comments from subredditsapify/reddit-search-scraperSearch Reddit by keyword
Extract Instagram Posts by Hashtag
import ApifyClient from 'apify-client'; const client = new ApifyClient({ token: process.env.APIFY_TOKEN }); const run = await client.actor("apify/instagram-hashtag-scraper").call({ hashtags: ["trending", "viral", "fyp"], resultsLimit: 50 }); const { items } = await run.dataset().getData(); // Each item contains: // { id, shortCode, caption, likesCount, commentsCount, // timestamp, ownerUsername, url, hashtags[] } console.log(`Extracted ${items.length} posts`);
Extract TikTok Trending Videos by Hashtag
const run = await client.actor("apify/tiktok-hashtag-scraper").call({ hashtags: ["trending", "lifehack"], resultsPerPage: 30, shouldDownloadVideos: false }); const { items } = await run.dataset().getData(); // Each item contains: // { id, text, createTime, authorMeta, musicMeta, // diggCount, shareCount, playCount, commentCount }
Scrape a Subreddit for Trend Analysis
const run = await client.actor("apify/reddit-scraper").call({ startUrls: [ { url: "https://www.reddit.com/r/technology/" }, { url: "https://www.reddit.com/r/worldnews/" } ], maxPostCount: 100, maxComments: 20, sort: "hot" }); const { items } = await run.dataset().getData(); // Each item contains: // { title, score, upvoteRatio, numComments, author, // created, url, selftext, subreddit, comments[] }
Multi-Platform Trend Aggregation
const [igRun, ttRun, rdRun] = await Promise.all([ client.actor("apify/instagram-hashtag-scraper").call({ hashtags: ["aitools"], resultsLimit: 30 }), client.actor("apify/tiktok-hashtag-scraper").call({ hashtags: ["aitools"], resultsPerPage: 30 }), client.actor("apify/reddit-search-scraper").call({ queries: ["AI tools 2025"], maxItems: 30 }) ]); const [igData, ttData, rdData] = await Promise.all([ igRun.dataset().getData(), ttRun.dataset().getData(), rdRun.dataset().getData() ]); const aggregated = { instagram: igData.items, tiktok: ttData.items, reddit: rdData.items, totalPosts: igData.items.length + ttData.items.length + rdData.items.length, extractedAt: new Date().toISOString() };
Using the REST API Directly
const response = await fetch( "https://api.apify.com/v2/acts/apify~tiktok-scraper/runs", { method: "POST", headers: { "Content-Type": "application/json", "Authorization": `Bearer ${process.env.APIFY_TOKEN}` }, body: JSON.stringify({ hashtags: ["viral"], resultsPerPage: 25 }) } ); const { data } = await response.json(); const runId = data.id; // Poll for completion const resultRes = await fetch( `https://api.apify.com/v2/actor-runs/${runId}/dataset/items`, { headers: { Authorization: `Bearer ${process.env.APIFY_TOKEN}` } } ); const posts = await resultRes.json();
Trend Analysis Workflow
When asked to analyze trends, Claude will: Identify the target platform(s) and keywords/hashtags Run the appropriate Apify actor(s) in parallel when multi-platform Collect all posts with engagement metrics (likes, views, comments, shares) Sort & rank content by engagement rate or volume Identify patterns โ recurring hashtags, peak posting times, top creators Return a structured report with top trends, key metrics, and actionable insights
Output Data Structure (Normalized)
{ "platform": "tiktok", "id": "7302938471029384", "text": "This AI tool is insane #aitools #viral", "author": "techreviewer99", "engagement": { "likes": 142300, "comments": 4820, "shares": 9100, "views": 2300000 }, "hashtags": ["aitools", "viral"], "publishedAt": "2025-02-18T14:32:00Z", "url": "https://www.tiktok.com/@techreviewer99/video/7302938471029384" }
Best Practices
Always scrape only public content โ never attempt to access private profiles Set reasonable resultsLimit values (50โ200) to stay within your Apify quota For recurring analysis, schedule actor runs using Apify Schedules in the console Store results in Apify Datasets for persistent access and historical comparison Use sort: "hot" on Reddit and trending endpoints on TikTok for most relevant data Add a proxyConfiguration block when scraping at scale to avoid rate limits: proxyConfiguration: { useApifyProxy: true, apifyProxyGroups: ["RESIDENTIAL"] }
Error Handling
try { const run = await client.actor("apify/tiktok-scraper").call(input); const dataset = await run.dataset().getData(); return dataset.items; } catch (error) { if (error.statusCode === 401) throw new Error("Invalid Apify token"); if (error.statusCode === 429) throw new Error("Rate limit hit โ reduce request frequency"); if (error.message.includes("timeout")) throw new Error("Actor timed out โ try a smaller batch"); throw error; }
Requirements
An Apify account โ https://www.apify.com/?fpr=dx06p A valid Personal API Token from Settings โ Integrations Node.js 18+ for the apify-client package No platform API keys required โ Apify handles all platform access
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
1 Docs
- SKILL.md