claude

spacy-nlp

Industrial-strength NLP with spaCy 3.x for text processing and custom classifier training. Use when: installing spaCy, selecting models (en_core_web_sm/md/lg/trf), tokenization, POS tagging, named entity recognition, dependency parsing, training TextCategorizer models, troubleshooting errors (E050/E941 model errors, E927 version mismatch, memory issues), batch processing with nlp.pipe, or deploying models to production. Includes data preparation scripts, config templates, and FastAPI serving examples.

4 on GitHubupdated 10 months ago
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Plugin spacy-nlp from marketplace spacy-nlp-agentic-skill in SpillwaveSolutions/spacy-nlp-agentic-skill. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (1)

  • using-spacy-nlp

    Industrial-strength NLP with spaCy 3.x for text processing and custom classifier training. Use when "installing spaCy", "selecting model for nlp" (en_core_web_sm/md/lg/trf), "tokenization", "POS tagging", "named entity recognition" (NER), "dependency parsing", "training TextCategorizer models", "tro

Slash commands (7)

  • /spacy-nlp:analyze-text

    Full NLP analysis - tokens, POS, dependencies, entities

  • /spacy-nlp:batch-nlp

    Efficiently process multiple documents with batch optimization

  • /spacy-nlp:classify-text

    Classify text into categories using a trained model

  • /spacy-nlp:create-taxonomy

    Design classification categories and subcategories

  • /spacy-nlp:extract-entities

    Extract named entities (people, orgs, locations) from text

  • /spacy-nlp:spacy-setup

    Install and configure spaCy with optimal model selection

  • /spacy-nlp:train-classifier

    Train a custom text classification model

Subagents (3)

  • nlp-workflow-assistant

    Proactively assists with NLP tasks and workflows

  • performance-optimizer

    Detects slow NLP patterns and suggests optimizations

  • spacy-error-fixer

    Diagnoses and fixes common spaCy errors

View source on GitHub

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