LLM-Based Intelligent Public Opinion Analytics Assistant

Skill by

ara.so

— Data Skills collection.

Overview

This project is an intelligent public opinion analysis assistant that combines real-time data from

26 trending lists across 15 mainstream platforms

with large language model (LLM) analysis capabilities. It provides conversational hot search queries, topic-specific searches, topic clustering analysis, and sentiment analysis through a web interface. The system supports keyboard shortcuts for crawler control, multi-platform data retrieval with direct navigation, and multi-channel hot topic push notifications (email, WeChat, Enterprise WeChat, Telegram).

Key Features

Multi-Platform Data Collection

Crawls 26 trending lists from 15 platforms

LLM-Powered Analysis

Topic clustering, sentiment analysis, and trend detection

Conversational Interface

Natural language queries for data exploration

Video Content Analysis

Extracts information even from video-based news

Multi-Channel Notifications

Email, WeChat Work, Telegram bot push notifications

Crawler Control

Quick start/stop via keyboard shortcuts

Database Storage

MySQL-based data persistence Installation Show more Installs 2.4K Repository reason-machines…a-skills GitHub Stars 5 First Seen May 16, 2026 Security Audits Gen Agent Trust Hub Fail Socket Warn Snyk Warn