⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

📈 Analytics & BI

Viral Video Analysisv1.0.1

Name: Viral Video Analysis
Author: shawnshenopeninterx

viral-video-analysis

shawnshenopeninterx

Analyze video ad performance and provide actionable feedback to creators. Use when asked to analyze why videos underperform, give creator coaching feedback,...

latest

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Installs (all time)

Installs (current)

Downloads

2.4K

Stars

CreatedFeb 23, 2026

UpdatedMay 17, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install shawnshenopeninterx/viral-video-analysis

Skill Package4 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B60/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation7/35

· 3 installs (very low)
· 486 downloads (low demand)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness8/15

· skillAssets present (3 files)

Security Analysis

💙 Low Risk

UNKNOWN_DATA_SINKhigh

Sends data to undocumented external endpoint (potential exfiltration)

Send → https://mavi-backend.memories.ai`

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://api-tools.memories.ai

AI Analysis

The skill sends video URLs to a documented external API (Memories.ai) for transcription, which is consistent with its stated purpose of video analysis. While this involves external data processing, the endpoint and privacy policy are disclosed, and there is no evidence of credential harvesting, hidden instructions, or obfuscation.

Audited Apr 17, 2026 · audit v1.0

💡

Usage Guide

Generated Mar 20, 2026

Social media marketersContent creatorsbeginner

💡 Application Scenarios

E-commerce Brand Ad OptimizationE-commerce

An e-commerce brand wants to analyze their Instagram Reels ads for product launches to identify why some videos underperform. The skill analyzes word count, pacing, and visual structure against high ROI benchmarks, providing feedback to shift from explanatory to visual-first content.

Social Media Agency Creator CoachingMarketing and Advertising

A social media agency uses this skill to coach creators on improving video ad performance across platforms like TikTok and YouTube. It compares high vs low ROI content, offering actionable tips on reducing word count and speeding up product showcases to boost engagement.

Influencer Content AuditInfluencer Marketing

An influencer seeks to optimize their sponsored video content for better conversion rates. The skill analyzes their video structure, identifies issues like excessive explaining, and references good examples to help them adopt visual-first strategies that hook viewers quickly.

Retail Chain Promotional Video ReviewRetail

A retail chain analyzes batch video ads from multiple stores to standardize performance. The skill processes Excel data with ROI metrics, identifies common pitfalls in low-performing videos, and generates reports to train teams on effective video creation techniques.

Startup Product Demo FeedbackTechnology

A startup uses the skill to evaluate demo videos for a new product launch on Twitter and Instagram. It checks if videos show all products upfront and maintain fast pacing, providing feedback to ensure ads capture attention within 3 seconds for non-followers.

💼 Business Models

SaaS Subscription for AgenciesMonthly or annual subscription fees

Offer a subscription-based service where marketing agencies pay monthly for access to the viral video analysis tool. It includes batch analysis features and detailed reporting to help agencies optimize client campaigns and improve ROI.

Pay-per-Use Creator ToolPay-per-analysis fees

Sell individual analysis credits to creators and small businesses who want to optimize specific videos. Users pay per video analyzed, receiving actionable feedback and reference examples to enhance their content performance.

Enterprise Training and ConsultingOne-time project fees or retainer contracts

Provide enterprise-level packages for large brands, including video analysis, team training sessions, and customized feedback templates. This model leverages the skill's insights to offer comprehensive coaching on ad creation best practices.

💬 Integration Tip

Set the MEMORIES_API_KEY environment variable and ensure Python packages like pandas are installed; use the provided code snippets to integrate transcript fetching and analysis into existing workflows.