spaCy NLP Agentic Skill

Industrial-strength NLP with spaCy 3.x for text processing and classification.

Installation

cd ~/.claude/skills
git clone https://github.com/SpillwaveSolutions/spacy-nlp-agentic-skill.git

Commands

Command	Description
/spacy-setup	Install and configure spaCy
/extract-entities	Extract named entities from text
/classify-text	Classify documents with trained models
/train-classifier	Train custom classification models
/analyze-text	Full NLP analysis (tokens, POS, deps)
/batch-nlp	Efficient batch document processing
/create-taxonomy	Design classification categories

Agents

Agent	Triggers On
spacy-error-fixer	E050, E941, memory errors
nlp-workflow-assistant	NLP task mentions
performance-optimizer	Slow code patterns

Quick Start

/spacy-setup --model md
/extract-entities --text "Apple hired Tim Cook"
/create-taxonomy --domain "Customer Support"
/train-classifier --data training.json

Structure

spacy-nlp-agentic-skill/
├── .claude-plugin/
│   └── marketplace.json
├── skills/
│   └── spacy-nlp/
│       ├── SKILL.md
│       ├── references/
│       ├── scripts/
│       └── assets/
├── commands/
│   ├── spacy-setup.md
│   ├── extract-entities.md
│   ├── classify-text.md
│   ├── train-classifier.md
│   ├── analyze-text.md
│   ├── batch-nlp.md
│   └── create-taxonomy.md
├── agents/
│   ├── spacy-error-fixer.md
│   ├── nlp-workflow-assistant.md
│   └── performance-optimizer.md
└── README.md

License

MIT License

Author

Richard Hightower (rick@spillwave.com)