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effect-patterns-streams-sinks
Effect-TS patterns for Streams Sinks. Use when working with streams sinks in Effect-TS applications.
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GitHub
effect-patterns-concurrency-getting-started
Effect-TS patterns for Concurrency Getting Started. Use when working with concurrency getting started in Effect-TS applications.
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GitHub
effect-patterns-value-handling
Effect-TS patterns for Value Handling. Use when working with value handling in Effect-TS applications.
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GitHub
effect-patterns-getting-started
Effect-TS patterns for Getting Started. Use when working with getting started in Effect-TS applications.
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GitHub
effect-patterns-scheduling-periodic-tasks
Effect-TS patterns for Scheduling Periodic Tasks. Use when working with scheduling periodic tasks in Effect-TS applications.
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GitHub
effect-patterns-observability
Effect-TS patterns for Observability. Use when working with observability in Effect-TS applications.
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GitHub
effect-patterns-building-apis
Effect-TS patterns for Building Apis. Use when working with building apis in Effect-TS applications.
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GitHub
effect-patterns-concurrency
Effect-TS patterns for Concurrency. Use when working with concurrency in Effect-TS applications.
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GitHub
effect-patterns-testing
Effect-TS patterns for Testing. Use when working with testing in Effect-TS applications.
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GitHub
effect-patterns-making-http-requests
Effect-TS patterns for Making Http Requests. Use when working with making http requests in Effect-TS applications.
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GitHub
effect-patterns-streams
Effect-TS patterns for Streams. Use when working with streams in Effect-TS applications.
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GitHub
effect-patterns-platform-getting-started
Effect-TS patterns for Platform Getting Started. Use when working with platform getting started in Effect-TS applications.
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GitHub
effect-patterns-error-handling
Effect-TS patterns for Error Handling. Use when working with error handling in Effect-TS applications.
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GitHub
effect-patterns-error-management
Effect-TS patterns for Error Management. Use when working with error management in Effect-TS applications.
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GitHub
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and pivot tables. When Claude needs to work with spreadsheets (.xlsx files) for: (1) Creating new...
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GitHub
huggingface-tokenizers
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in
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GitHub
ml-inference-optimization
ML inference latency optimization, model compression, distillation, caching strategies, and edge deployment patterns. Use when optimizing inference performance, reducing model size, or deploying ML at the edge.
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GitHub
llm-serving-patterns
LLM inference infrastructure, serving frameworks (vLLM, TGI, TensorRT-LLM), quantization techniques, batching strategies, and streaming response patterns. Use when designing LLM serving infrastructure, optimizi...
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GitHub
google-gemini-embeddings
Build RAG systems, semantic search, and document clustering with Gemini embeddings API (gemini-embedding-001). Generate 768-3072 dimension embeddings for vector search, integrate with Cloudflare Vectorize, and...
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GitHub
gemini-video-understanding
Analyze videos using Google's Gemini API - describe content, answer questions, transcribe audio with visual descriptions, reference timestamps, clip videos, and process YouTube URLs. Supports 9 video formats, m...
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GitHub
transformers
Work with state-of-the-art machine learning models for NLP, computer vision, audio, and multimodal tasks using HuggingFace Transformers. This skill should be used when fine-tuning pre-trained models, performing...
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GitHub
sentence-transformers
Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval. Supports multilingual, domain-specific, and multimodal...
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GitHub
embedding-strategies
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.
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GitHub
cost-latency-optimizer
Reduces LLM costs and improves response times through caching, model selection, batching, and prompt optimization. Provides cost breakdowns, latency hotspots, and configuration recommendations. Use for "cost re...
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