Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote...
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Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models...
Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA,...
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO,...
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Apply software craftsmanship principles to TypeScript code: type safety, functional patterns, clean architecture,...
Expert guidance for Nchan, a scalable pub/sub server for Nginx. Use this skill when you need to configure Nchan...
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Idiomatic pandas usage patterns and performance best practices. Use when writing or reviewing pandas code to ensure:...
Search library/API documentation using Context7 and Ref MCP tools. Use when Claude needs to: (1) Look up API syntax...
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and...
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...
Create, validate, and optimize Mermaid diagrams for software documentation. Use when Claude needs to: (1) Create...
Generate architecture diagrams as .excalidraw files. Use when the user asks to create architecture diagrams, system...
Build modern, composable, and accessible React UI components following the components.build specification. Use when...
价值判断与打分工具。对书籍、文章、GitHub项目、视频课程、工具产品、论文等进行多维度评分。当用户需要：(1) 评估某内容是否值得投入时间 (2) 对已阅读/使用的内容进行打分总结 (3) 比较多个资源的价值高低 (4)...
润色中文技术博客，去除冗余表达，提升专业性和逻辑性，消除"AI味"，确保代码规范。