cardmagic/ai-marketplace/classifier

Claude Code and agent skill by cardmagic/ai-marketplace

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Install

npx vskill@latest install cardmagic/ai-marketplace/classifier

SKILL.md

Text Classification with Classifier

Use when: User asks to classify text, detect spam, analyze sentiment, detect emotions, or use pre-trained ML models.

Pre-trained Models

Run classifier models to see all available models. Common ones:

ModelCommandUse Case
sms-spam-filterclassifier -r sms-spam-filter "text"Spam detection
imdb-sentimentclassifier -r imdb-sentiment "text"Sentiment analysis
emotion-detectionclassifier -r emotion-detection "text"Emotion classification

Quick Classification

bash
# Classify with a pre-trained model
classifier -r <model-name> "text to classify"
# Example: detect spam
classifier -r sms-spam-filter "You won a free iPhone! Click here now!"
# Example: sentiment analysis
classifier -r imdb-sentiment "This movie was absolutely terrible"
# Example: emotion detection
classifier -r emotion-detection "I am so happy today"

Custom Training

bash
# Train from text
classifier train positive "Great product, love it"
classifier train negative "Terrible quality, waste of money"
# Train from files
classifier train positive reviews/good/*.txt
classifier train negative reviews/bad/*.txt
# Classify after training
classifier "This product exceeded my expectations"

Model Management

bash
# List all available models
classifier models
# Show model details
classifier info <model-name>
# Save trained model
classifier save my-model.json
# Load saved model
classifier load my-model.json

Best Practices

  1. For quick classification tasks, use pre-trained models first
  2. For custom domains, train with representative examples from each category
  3. Use classifier models to discover available pre-trained models
  4. Balance training data across categories for best results

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

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Source

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