analyzing-text-with-nlp

# Nlp Text Analyzer This skill provides automated assistance for nlp text analyzer tasks. ## Overview This skill empowers Claude to analyze text using the nlp-text-analyzer plugin, extracting meaningful information and insights. It facilitates tasks such as sentiment analysis, keyword extraction, and topic modeling, enabling a deeper understanding of textual data. ## How It Works 1. **Request Analysis**: Claude receives a user request to analyze text. 2. **Text Processing**: The nlp-text-analyzer plugin processes the text using NLP techniques. 3. **Insight Extraction**: The plugin extracts insights such as sentiment, keywords, and topics. ## When to Use This Skill This skill activates when you need to: - Perform sentiment analysis on a piece of text. - Extract keywords from a document. - Identify the main topics discussed in a text. ## Examples ### Example 1: Sentiment Analysis User request: "Analyze the sentiment of this product review: 'I loved the product! It exceeded my expectations.'" The skill will: 1. Process the review text using the nlp-text-analyzer plugin. 2. Determine the sentiment as positive and provide a confidence score. ### Example 2: Keyword Extraction User request: "Extract the keywords from this news article about the latest AI advancements." The skill will: 1. Process the article text using the nlp-text-analyzer plugin. 2. Identify and return a list of relevant keywords, such as "AI", "advancements", "machine learning", and "neural networks". ## Best Practices - **Clarity**: Be specific in your requests to ensure accurate and relevant analysis. - **Context**: Provide sufficient context to improve the quality of the analysis. - **Iteration**: Refine your requests based on the initial results to achieve the desired outcome. ## Integration This skill can be integrated with other tools to provide a comprehensive workflow, such as using the extracted keywords to perform further research or using sentiment analysis to categorize customer feedback. ## Prerequisites - Appropriate file access permissions - Required dependencies installed ## Instructions 1. Invoke this skill when the trigger conditions are met 2. Provide necessary context and parameters 3. Review the generated output 4. Apply modifications as needed ## Output The skill produces structured output relevant to the task. ## Error Handling - Invalid input: Prompts for correction - Missing dependencies: Lists required components - Permission errors: Suggests remediation steps ## Resources - Project documentation - Related skills and commands