Natural Language Processing

This is a prompt collection for NLP tasks rather than a code library, which is worth knowing upfront. It covers the standard territory: text classification, named entity recognition, sentiment analysis, machine translation, and fine-tuning transformers like BERT and GPT. The skill description mentions building chatbots and processing large text volumes, so it's aimed at common production NLP scenarios. With 245 GitHub stars and passing all security audits, it has some community validation. If you need prompt templates to kickstart NLP work with Claude rather than building from scratch, this gives you a starting point across the usual use cases.

GitHub stars: 317
last updated: Aug 21, 2026

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Install

$ npx -y skills add aj-geddes/useful-ai-prompts --skill 'Natural Language Processing' --agent claude-code

Installs into .claude/skills of the current project.

Files

Natural Language Processing

Overview

This skill provides comprehensive tools for building NLP applications using modern transformers, BERT, GPT, and classical NLP techniques for text classification, named entity recognition, sentiment analysis, and more.

When to Use

Building text classification systems for sentiment analysis, topic categorization, or intent detection
Extracting named entities (people, places, organizations) from unstructured text
Implementing machine translation, text summarization, or question answering systems
Processing and analyzing large volumes of textual data for insights
Creating chatbots, virtual assistants, or conversational AI applications
Fine-tuning pre-trained transformer models for domain-specific NLP tasks