instagram-caption-scraperScrapes and returns the caption from any public Instagram post or reel URL. Use this when the user shares an Instagram link and wants to extract, read, summa...
Install via ClawdBot CLI:
clawdbot install rdk14/instagram-caption-scraperGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
post → https://www.instagram.com/p/XYZ/Calls external URL not in known-safe list
https://www.instagram.com/p/DRiFkfoiIuC/AI Analysis
The skill's external calls to Instagram are consistent with its stated purpose of scraping public posts and are made via the legitimate 'instaloader' library. There is no evidence of credential harvesting, hidden instructions, or obfuscation. The primary risk is the inherent uncertainty of third-party library behavior, not a direct data exfiltration threat.
Audited Apr 17, 2026 · audit v1.0
Generated May 20, 2026
Businesses can automatically extract captions from competitor Instagram posts to analyze trends, sentiment, and engagement strategies. This helps in content benchmarking and shaping marketing campaigns.
Content creators can bulk extract captions from their own or curated Instagram posts, then translate or rewrite them for use on other platforms like Twitter or LinkedIn. This streamlines cross-platform content creation.
Brands can extract captions from potential influencer partner posts to verify authenticity, review past sponsored content, and assess alignment with brand values before signing contracts.
Researchers can systematically collect captions from public Instagram posts for qualitative and quantitative analysis of language use, cultural trends, or public opinion on specific topics.
E-commerce companies can scrape captions from competitor product posts to gather customer feedback, price mentions, and feature highlights, aiding product development and pricing strategies.
Offer a subscription-based dashboard that aggregates Instagram caption data from multiple brands or influencers, providing insights on caption performance metrics like sentiment and keyword frequency.
Provide a service that automatically extracts and repurposes Instagram captions into blog posts, social media updates, or ad copy for clients, charging per piece or via monthly retainers.
Sell access to a tool that uses caption extraction to vet influencers by analyzing their past captions for brand safety, sponsored content ratio, and audience engagement patterns.
💬 Integration Tip
For seamless integration, ensure the system runs the extraction script in a Python environment with instaloader installed, and parse the output (prefixes 'CAPTION:' or 'ERROR:') to handle results programmatically.
Scored Jun 29, 2026
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