Social Video Analytics Skill

Social Video Analytics is an AI analytics assistant for measuring how videos perform across social platforms and why some clips win. It helps teams read watc...

Security Scan

The skill claims cross-platform video analytics but is instruction-only and declares no credentials or integration steps — that mismatch could be benign (expects pasted data) or indicate missing/misleading behavior; investigate before installing.

Purpose & Capability

The SKILL.md claims aggregation from TikTok, Instagram Reels, YouTube Shorts, Douyin, and Xiaohongshu, plus competitor benchmarking and ROI attribution — tasks that normally require API access or credentials. The package requests no environment variables, API keys, or config paths and provides no code or integration instructions, so it's unclear how it would actually fetch platform data.

Instruction Scope

The runtime instructions are purely descriptive and include usage examples, but they do not instruct the agent to call any APIs, read system files, or transmit data. This keeps scope small, but also vague: the skill does not explain where data comes from (user-provided CSVs, pasted text, or external APIs).

Install Mechanism

No install spec or code files are included (instruction-only). That minimizes the risk of arbitrary code execution or disk writes, since nothing will be installed by default.

Credentials

No environment variables, credentials, or config paths are requested. Given the stated capability to aggregate platform metrics, this is unusual — real integrations typically require OAuth tokens or API keys. The lack of declared credentials could be legitimate (the skill may operate on user-supplied exports) but is an important gap to clarify.

Persistence & Privilege

The skill does not request persistent installation or elevated privileges; always is false and there are no install actions that would modify agent/system configuration.

What to consider before installing

Before installing, ask the publisher how the skill obtains platform data: does it require API keys, OAuth, or do you paste CSVs/exports? Never hand over production API credentials without an explicit, documented OAuth flow to a trusted domain. Check the external 'Upgrade' URL (mediaclawbot.com) before following it — ask for a privacy policy or data flow diagram. If you plan to test, use exported sample data or a throwaway account rather than real credentials, and verify whether any data will be sent to external services.

Social Video Analytics

Track and analyze video performance across TikTok, Instagram Reels, YouTube Shorts, Douyin, and Xiaohongshu — unified metrics dashboard, competitor benchmarking, viral pattern detection, and content strategy recommendations powered by AI.

What This Skill Does

Social Video Analytics aggregates performance data from all major short-video platforms into a unified view. It identifies what's working (viral patterns, winning hooks, optimal posting times), benchmarks against competitors, and generates actionable content strategy recommendations.

Core Capabilities

1. Unified Dashboard — One view for TikTok, Reels, Shorts, Douyin, XHS performance metrics
2. Viral Pattern Detection — AI identifies what makes your top-performing videos different from average ones
3. Competitor Benchmarking — Track competitor accounts, analyze their top content, identify gaps
4. Hook Analysis — Which opening hooks drive the highest watch-through rates
5. Posting Time Optimization — Data-driven recommendations for when to post on each platform
6. Content Strategy Reports — Weekly/monthly AI-generated reports with specific action items
7. Trending Audio/Format Tracking — Identify trending sounds and formats before they peak
8. ROI Attribution — Connect video performance to business outcomes (traffic, leads, sales)

Key Metrics

Metric	What It Tells You
Watch-Through Rate	Content quality + hook strength
Save Rate	Content value + rewatch potential
Share Rate	Viral potential
Comment Sentiment	Audience resonance
Follower Conversion	Account growth efficiency
Click-Through Rate	Commercial conversion power

Analysis Types

• Content Audit — Full account analysis with scoring and recommendations
• Competitor Report — Side-by-side benchmarking with actionable takeaways
• Campaign Performance — Track specific campaign metrics across platforms
• Trend Report — Weekly trending formats, sounds, and topics in your niche

Usage

• "Analyze my TikTok account performance for the last 30 days"
• "Compare our Xiaohongshu content against these 3 competitors"
• "What video format is trending in the beauty niche this week?"
• "Generate a content strategy report for our Q2 campaign"

Upgrade

For real-time analytics API and custom dashboards, visit https://mediaclawbot.com

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