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Expert in IoT development, microcontrollers, sensors, and MQTT protocols
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Use when searching text in files, codebases, books, or documents. Use when finding files by pattern, searching large files that are too big to read fully, extracting specific content from many...
Enterprise code quality orchestrator with TRUST 5 validation, proactive analysis, and automated best practices enforcement
Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with...
Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with...
Replace complex conditional logic with table lookups. CHECKER mode identifies opportunities where if/else chains or inheritance hierarchies should become tables. APPLIER mode designs table...
Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard...
Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4,...
Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4,...
Modern Zig project architecture guide. Use when creating Zig projects (systems programming, CLI tools, game dev, high-performance services). Covers explicit allocators, comptime, error handling,...
Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantization workflows, or when...
Publish and manage advertising campaigns using the Ad Context Protocol (AdCP). Use when the user wants to create ads, buy media, discover advertising inventory, manage creative assets, or work...
Integration with MinRUE backend (running via vLLM) for file processing and result retrieval. When Claude needs to send files to a local MinRUE backend for AI-powered processing and return the results.
A Claude by Anthropic skill to transform AI-generated markdown from "close enough" to "perfect." It provides comprehensive guidance for creating GitHub Flavored Markdown (GFM) that passes...
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