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Building open-source Claude skills. 321 skills with 6,100,204 total stars.
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Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning mod...
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academi...
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU of...
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deplo...
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic...
Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on...
High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70...
Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression API...
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt...
Deploy code to Railway using "railway up". Use when user wants to push code, says "railway up", "deploy", "ship", or "pu...
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working w...
Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, constrai...