analyzing-text-with-nlp

4.6

146

115

Execute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin. it should be used when the user requests analysis of text, including sentiment analysis, keyword extraction, topic modeling, or ... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.

nlp

4.6

Rating

Installs

AI & LLM

Quick Review

This skill provides a basic framework for NLP text analysis with clear structure and examples. However, it has significant weaknesses: (1) The description mentions 'nlp-text-analyzer plugin' but provides no concrete information about how to invoke it, what commands to run, or how it integrates with the allowed tools (Read, Bash, Grep, Glob). (2) While Python scripts exist (analyze_text.py, summarize_text.py, translate_text.py), SKILL.md doesn't explain how to use them or reference them adequately. (3) Task knowledge is moderate—examples show what outputs to expect but not the actual execution steps a CLI agent would need. (4) Novelty is limited since basic NLP tasks (sentiment analysis, keyword extraction) are straightforward for modern LLMs without requiring a specialized skill. The structure is good with clear sections, but the lack of actionable implementation details significantly reduces utility for autonomous execution.