What are the technical prerequisites for this skill?

You will need Bird CLI, the PostCrawl Python package, and valid API keys for Exa and Tavily to handle background research and supplemental searches.

Does it support automated reporting?

Yes, the workflow includes a synthesis phase that aggregates raw data into final reports covering top insights, pain points, and market opportunities.

Which social platforms does lev-social support?

The skill currently supports Twitter/X via Bird CLI, as well as Reddit and TikTok using the PostCrawl API.

How is the research data organized?

lev-social standardizes output into a dedicated directory structure including query plans, raw JSON data from all platforms, and synthesized markdown reports for insights and sentiment.

Social Media Research & Sentiment Analysis

Name: Social Media Research & Sentiment Analysis
Author: lev-os

bylev-os

0•

Social Media Management

Conducts multi-platform social media research and sentiment analysis using Twitter, Reddit, and TikTok APIs to generate comprehensive trend reports.

lev-social is a robust research orchestration skill designed to automate data collection across major social platforms including Twitter/X, Reddit, and TikTok. By integrating specialized tools like Bird CLI and PostCrawl, it enables users to execute complex search queries, aggregate engagement metrics, and perform deep sentiment analysis. The skill automates the entire workflow from query expansion to final report generation, making it an essential tool for market research, competitive analysis, and community feedback tracking within the Claude Code environment.

Key Features

01Automated sentiment extraction and engagement metric tracking

02Advanced query expansion using platform-specific operators

03Integration with project management tools for tracking research epics

040 GitHub stars

05Structured output artifact generation for consistent research logging

06Multi-platform data aggregation from Twitter/X, Reddit, and TikTok

Use Cases

01Conducting competitive research to identify market trends and unmet user needs

02Monitoring product launches and tracking real-time public reception

03Analyzing brand sentiment and community feedback across multiple social channels

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lev-os/agents lev-social

For use in Claude.ai and ChatGPT

Download Skill