Use when: User asks to classify text, detect spam, analyze sentiment, detect emotions, or use pre-trained ML models.
Classifies text using pre-trained or custom-trained machine learning models.
npx claudepluginhub cardmagic/classifierThis skill inherits all available tools. When active, it can use any tool Claude has access to.
Use when: User asks to classify text, detect spam, analyze sentiment, detect emotions, or use pre-trained ML models.
Run classifier models to see all available models. Common ones:
| Model | Command | Use Case |
|---|---|---|
sms-spam-filter | classifier -r sms-spam-filter "text" | Spam detection |
imdb-sentiment | classifier -r imdb-sentiment "text" | Sentiment analysis |
emotion-detection | classifier -r emotion-detection "text" | Emotion classification |
# 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"
# 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"
# 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
classifier models to discover available pre-trained modelsExpert guidance for Next.js Cache Components and Partial Prerendering (PPR). **PROACTIVE ACTIVATION**: Use this skill automatically when working in Next.js projects that have `cacheComponents: true` in their next.config.ts/next.config.js. When this config is detected, proactively apply Cache Components patterns and best practices to all React Server Component implementations. **DETECTION**: At the start of a session in a Next.js project, check for `cacheComponents: true` in next.config. If enabled, this skill's patterns should guide all component authoring, data fetching, and caching decisions. **USE CASES**: Implementing 'use cache' directive, configuring cache lifetimes with cacheLife(), tagging cached data with cacheTag(), invalidating caches with updateTag()/revalidateTag(), optimizing static vs dynamic content boundaries, debugging cache issues, and reviewing Cache Component implementations.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.