sentiment_auditor

Sentiment Auditor Skill

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Install skill "sentiment_auditor" with this command: npx skills add sreeram5678/india-market-sentinel/sreeram5678-india-market-sentinel-sentiment-auditor

Sentiment Auditor Skill

This skill quantifies market sentiment by analyzing news flow related to specific Indian stocks.

Capabilities

  • News Aggregation: Scrapes headlines from sources like Google News (India) or Yahoo Finance (India).

  • Sentiment Scoring: Uses NLP (textblob or similar) to assign a polarity score between -1.0 (Highly Negative) and +1.0 (Highly Positive).

  • Historical Mood Tracking: Trends sentiment over a specified time window.

Tools & Libraries

  • beautifulsoup4 , requests for scraping headlines.

  • textblob for basic NLP sentiment analysis.

  • pandas for structuring temporal sentiment data.

Workflow

  • Search news for "{Company Name} stock news".

  • Extract headline text and publication timestamps.

  • Pass each headline through the sentiment model.

  • Calculate a "Mood Score" (weighted average of recent sentiment).

Source Transparency

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Open in GitHubOpen in ClawHub

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