ScrapeCreators/social-media-research-skills

AI agent skills for social media research. Outlier posts, comment mining, competitor teardowns, ad libraries & trends across TikTok, Instagram, YouTube, Reddit, X, LinkedIn & more. Powered by ScrapeCreators. Works with Claude Code, Cursor, Codex, Gemini CLI.

13 skills listed · MIT · 5.0k stars · last pushed 26 Aug 2026

ScrapeCreators/social-media-research-skills on GitHub (opens in a new tab)

Install the collection

Claude Code plugin

Installs the latest version, not the one we checked. Installs everything in the plugin, including any hooks, MCP servers and scripts our check doesn't cover.

claude plugin marketplace add ScrapeCreators/social-media-research-skills --scope user &&
  claude plugin install social-media-research-skills@social-media-research-skills --scope user

Any agent

Installs the latest version, not the one we checked. The skills CLI reports installs to skills.sh unless you set DISABLE_TELEMETRY=1.

npx skills@1.7.4 add ScrapeCreators/social-media-research-skills

Skills

Skill
ad-library-teardown

Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
competitor-social-research

Use when the user wants to research competitors' social media strategy, compare brands or creators, find what content is working in a niche, identify content gaps, or produce a practical social strategy brief from public social data.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
scrapecreators-api

Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API. Covers TikTok, Instagram, YouTube, LinkedIn, Facebook, Twitter/X, Reddit, Threads, Bluesky, Pinterest, Snapchat, Twitch, Kick, Truth Social, TikTok Shop, Google, and link-in-bio services (Linktree, Komi, Pillar, Linkbio, Linkme, Amazon Shop). Use when the user asks to scrape, fetch, extract, search, or look up social media profiles, posts, videos, reels, comments, transcripts, followers, ads, hashtags, trending content, or engagement metrics from any social platform. Also use when user mentions ScrapeCreators, social media API, ad library, or creator data.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026
trend-discovery

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.

Pattern check: Items to reviewWhat it can touch: Runs shell commands · Reaches the network +2MIT · Updated 6 Jun 2026