Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
Scrapes Instagram profiles and individual posts using Playwright browser automation to extract engagement metrics including views, likes, comments, saves, and follower ratios. Defaults to Reels-only analysis and exports data as JSON or CSV. Uses stealth browser simulation to mimic human behavior.
Captures view counts, save counts, and engagement breakdowns that Instagram's native app doesn't export, without paying for a third-party analytics platform.
When to use it
- Checking view-to-follower ratio on a competitor's Reels
- Exporting a creator's top 60 Reels to CSV for a brand pitch
- Comparing engagement rates across multiple influencer accounts
- Tracking how a single Reel performs in the hours after posting
- Extracting all Reels links from a profile for a campaign report
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: analyze the Reels performance of username 'fashionbrand'
- 1Launches Playwright browser in stealth mode targeting instagram.com
- 2Scrolls through the profile to collect the most recent 60 Reels links
- 3Visits each Reel URL and scrapes view count, likes, comments, and saves
- 4Calculates view-to-follower ratio and engagement rate for each post
- 5Saves summary with top Reels and averages to data/profiles/fashionbrand.json
JSON file with profile stats, average views of 120,444, average engagement rate of 8.2%, and a ranked list of top-performing Reels
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.