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IhsanDanish25
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news-sentiment-analyzer

Analyze news article sentiment for stocks using NLP scoring.

2|Updated Jun 14, 2026
Search Tags:#market analysis#stock market#news sentiment#sentiment scoring#price action analysis
One-click install
npx skills add https://github.com/IhsanDanish25/claude-trading-skills --skill news-sentiment-analyzer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: news-sentiment-analyzer
Source: https://github.com/IhsanDanish25/claude-trading-skills/tree/main/skills/news-sentiment-analyzer
Command: npx skills add https://github.com/IhsanDanish25/claude-trading-skills --skill news-sentiment-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a quick analysis of market sentiment from recent news articles, helping users understand the mood of the market.

Core Features & Use Cases

  • News Sentiment Analysis: Scores recent news articles for bullish or bearish sentiment.
  • Sentiment Momentum Tracking: Tracks the sentiment trend over time.
  • Divergence Alerts: Flags when sentiment diverges from price action.
  • Use Case: Use it to gauge market sentiment before making trading decisions or to track market sentiment trends.

Quick Start

Analyze the sentiment of recent news articles for a specific stock.

Frequently Asked Questions about news-sentiment-analyzer

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

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

To analyze news sentiment for a specific stock, this Skill scores recent articles using NLP to assess their bullish or bearish tone. It evaluates recent news feeds and tracks sentiment momentum to gauge the overall market mood.

What is sentiment momentum tracking and how does it work?▼

Sentiment momentum tracking evaluates the trend of news sentiment over time. By scoring consecutive news articles for bullish or bearish shifts, it helps you identify changing market mood before making trading decisions.

Do I need an FMP API key to run market analysis on news articles?▼

You do not strictly need an FMP API key for market analysis on news articles. An FMP API key provides a structured news feed, but the Skill can use a WebSearch-based fallback to gather recent articles if the key is absent.

Can I track divergence between news sentiment and stock price action?▼

Yes, you can track divergence between news sentiment and stock price action. The Skill features divergence alerts that flag instances when the bullish or bearish tone of recent articles moves counter to price trends.

What are the limitations of using WebSearch fallback for news sentiment scoring?▼

Using the WebSearch fallback for news sentiment scoring may result in less structured data compared to the FMP API. While it provides article access, structured feeds typically offer more consistent formatting for tracking sentiment momentum and divergence alerts.

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