social-media-analysis

Query TimescaleDB social media data and generate Markdown or JSON reports.

Updated Feb 25, 2026
One-click install
npx skills add https://github.com/perfectuser21/cecelia --skill social-media-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: social-media-analysis
Source: https://github.com/perfectuser21/cecelia/tree/main/packages/workflows/skills/social-media-analysis
Command: npx skills add https://github.com/perfectuser21/cecelia --skill social-media-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the analysis of social media platform data, helping users understand trends, identify popular content, and compare performance across platforms.

Core Features & Use Cases

  • Data Querying: Retrieve specific data from platforms like Douyin, Kuaishou, and Xiaohongshu.
  • Trend Analysis: Identify growth rates, detect viral content, and analyze time-series changes.
  • Cross-Platform Comparison: Evaluate a single piece of content's performance across different social media channels.
  • Report Generation: Create Markdown reports or export data in JSON format.
  • Use Case: A marketing manager can use this Skill to quickly generate a weekly report on the performance of their latest campaign across Douyin and Kuaishou, highlighting top-performing posts and overall engagement trends.

Quick Start

Use the social-media-analysis skill to query douyin data for the last 7 days.

Frequently Asked Questions about social-media-analysis

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

FAQPage Schema
How do I analyze social media performance metrics across multiple platforms?

To analyze social media performance metrics, you can query a unified view of platform data to compare content performance and generate reports. This skill processes data from platforms like Douyin, Kuaishou, and Xiaohongshu to evaluate cross-platform engagement.

Can I generate performance reports for social media trends using TimescaleDB?

Yes, you can generate performance reports for social media trends using TimescaleDB. The skill executes SQL queries against time-series data to identify growth rates, detect viral content, and output the results as Markdown reports or JSON files.

What is the best way to identify trending content on Douyin and Kuaishou?

The best way to identify trending content on Douyin and Kuaishou is by querying time-series data to analyze engagement growth rates. This allows you to detect viral posts and track performance changes over specific periods.

Does this social media analysis approach require a specific database setup?

Yes, this social media analysis requires a TimescaleDB setup. It relies on executing SQL queries against a unified view of your platform data, utilizing bash scripts to run commands and retrieve the necessary metrics.

How do I compare cross-platform metrics for a single piece of content?

You compare cross-platform metrics by querying a unified database view that aggregates data from different social media channels. This allows you to evaluate how the exact same content performs across platforms like Douyin and Xiaohongshu.

What format are the social media data analysis results exported in?

The social media data analysis results are exported in Markdown or JSON formats. You can generate structured performance reports summarizing engagement trends or export raw queried data for further processing.