data-analyst

Name: data-analyst
Availability: InStock
Author: phuhao

Analyze social media performance metrics to identify viral patterns and optimize content strategy.

12|3|Updated Jun 17, 2026

Search Tags:#content strategy #social media #metrics #data analysis #viral content #trend analysis

Ready to run

npx skills add https://github.com/phuhao00/bony-agent --skill data-analyst-phuhao00

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: data-analyst
Source: https://github.com/phuhao00/bony-agent/tree/main/.agent/skills/data-analyst
Command: npx skills add https://github.com/phuhao00/bony-agent --skill data-analyst-phuhao00

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the challenge of interpreting complex social media performance data, helping creators move beyond raw numbers to understand why content succeeds or fails.

Core Features & Use Cases

Reverse Engineering: Deconstructs viral content into actionable patterns like hooks, visual impact, and pacing.
Metric Decomposition: Analyzes specific engagement signals (e.g., 5-second drop-off vs. high share rates) to pinpoint content weaknesses.
Use Case: If your recent videos have high completion rates but low engagement, this skill identifies the lack of a call-to-action or controversial hook, suggesting specific improvements for your next script.

Quick Start

Ask the data analyst to evaluate the latest performance trends for your specific social media platform and category to receive a strategic content recommendation.

Frequently Asked Questions about data-analyst

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I analyze social media metrics to improve my content strategy?▼

Social media metrics analysis decomposes engagement signals like 5-second drop-off and share rates to pinpoint content weaknesses. It deconstructs viral content into actionable patterns such as hooks and pacing to provide specific script recommendations.

Why does my video have high completion rates but low engagement on Douyin or Bilibili?▼

High completion rates with low engagement typically indicate a lack of a call-to-action or controversial hook. Analyzing these specific engagement signals helps identify missing interactive triggers and suggests targeted improvements for your next script.

Can I use trend analysis to reverse engineer viral content on Xiaohongshu?▼

Yes, trend analysis can reverse engineer viral content on platforms like Xiaohongshu. It synthesizes raw statistics and deconstructs performance data into actionable patterns, evaluating visual impact, hooks, and pacing to optimize your content strategy.

What do I need to integrate with to track social media performance trends?▼

You need to integrate with trend-tracking tools to track social media performance trends effectively. These tools provide the raw statistics required to synthesize engagement data and generate strategic content recommendations.

What is the best way to find viral patterns in social media performance data?▼

The best way to find viral patterns is through metric decomposition, which analyzes specific engagement signals to pinpoint content weaknesses. This approach moves beyond raw numbers to understand exactly why content succeeds or fails.