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HuskyDanny
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sentiment-analysis

Classify recent news sentiment and extract key themes for a stock symbol.

2|Updated Sep 20, 2025
Search Tags:#news analysis#sentiment analysis#stock market#financial news#sentiment score
One-click install
npx skills add https://github.com/HuskyDanny/FinancialAgent --skill sentiment-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sentiment-analysis
Source: https://github.com/HuskyDanny/FinancialAgent/tree/main/backend/src/agent/skills/news/sentiment-analysis
Command: npx skills add https://github.com/HuskyDanny/FinancialAgent --skill sentiment-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users quickly understand the overall sentiment and key themes present in recent news related to a specific stock symbol, aiding in investment decisions.

Core Features & Use Cases

  • Sentiment Classification: Automatically categorizes news articles as POSITIVE, NEGATIVE, or NEUTRAL.
  • Aggregate Scoring: Calculates a sentiment score and distribution based on classified articles.
  • Theme Identification: Extracts recurring topics and narratives from the news.
  • Use Case: A trader can use this Skill to get a quick sentiment overview of a stock before making a trade, identifying if the market is leaning bullish or bearish based on recent news.

Quick Start

Analyze the news sentiment for the stock symbol AAPL over the past 7 days.

Frequently Asked Questions about sentiment-analysis

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

FAQPage Schema
How do I analyze news sentiment for a specific stock symbol?▼

To analyze news sentiment, provide a stock symbol to aggregate and classify recent news articles. The system categorizes items as positive, negative, or neutral, and calculates an overall sentiment score.

What financial news themes can I identify from recent stock market updates?▼

Financial news theme identification extracts recurring topics and narratives from recent articles. It processes news from the past seven days to highlight the key themes driving the overall sentiment distribution.

Can I get an aggregate sentiment score for stock market news over the past week?▼

Yes, you can get an aggregate sentiment score for stock market news over the past seven days. The analysis determines an overall score and distribution by classifying individual news items.

Does this news sentiment analysis process historical articles older than seven days?▼

No, this news sentiment analysis does not process historical articles older than seven days. It specifically focuses on aggregating and classifying recent news items to determine the current sentiment score.

What is the difference between sentiment classification and aggregate scoring for financial news?▼

Sentiment classification categorizes individual financial news articles as positive, negative, or neutral. Aggregate scoring uses those individual classifications to calculate an overall sentiment score and distribution for the stock.

How do I interpret the sentiment distribution when analyzing stocks?▼

You interpret the sentiment distribution by looking at the calculated score and the ratio of positive, negative, and neutral news classifications. This helps identify if the market is leaning bullish or bearish.

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