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Updated 2mo ago

by 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.

  • Multi-agent — Targets three or more agents
Works with
  • Claude
  • Codex
  • Cursor
  • Gemini
View on GitHub (opens in a new tab)

5.6k GitHub stars (5,596)

+2.4k in 30 days

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Nov 5: +2,792 in total; the busiest day was Oct 17 with +234 stars.Sep 27: +8 starsSep 28: +48 starsSep 29: +75 starsSep 30: +43 starsOct 1: +13 starsOct 2: +50 starsOct 3: +47 starsOct 4: +42 starsOct 5: +50 starsOct 6: +37 starsOct 7: +34 starsOct 8: +48 starsOct 9: +56 starsOct 10: +46 starsOct 11: +53 starsOct 12: +53 starsOct 13: +44 starsOct 14: +72 starsOct 15: +71 starsOct 16: +83 starsOct 17: +234 starsOct 18: +28 starsOct 19: +82 starsOct 20: +124 starsOct 21: +163 starsOct 22: +49 starsOct 23: +72 starsOct 24: +81 starsOct 25: +90 starsOct 26: +86 starsOct 27: +86 starsOct 28: +74 starsOct 29: +65 starsOct 30: +108 starsOct 31: +24 starsNov 1: +55 starsNov 2: +54 starsNov 3: +76 starsNov 4: +65 starsNov 5: +203 stars
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  • 13 skills (13 skills found in its SKILL.md files)
  • 135 forks (135 forks)
  • 2mo ago last update (Last updated 2mo ago)

Install

Skills CLI

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

Asks which skills and agents to install. Just one: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown — add -g for every project.

Claude Code

git clone https://github.com/ScrapeCreators/social-media-research-skillscp -r "social-media-research-skills/skills/ad-library-teardown" ~/.claude/skills/

Copies the ad-library-teardown skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add ScrapeCreators/social-media-research-skills

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • 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.

    skills/ad-library-teardown/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/audience-research/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/comment-mining/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/competitor-social-research/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/content-repurposing/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/creator-profile-teardown/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/influencer-prospecting/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/outlier-post-finder/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/product-demand-research/SKILL.md on GitHub (opens in a new tab)

  • 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,…

    skills/scrapecreators-api/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/social-listening-brief/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/transcript-intelligence/SKILL.md on GitHub (opens in a new tab)

  • 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.

    skills/trend-discovery/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.