Study Assistant

jeremylongshore/claude-code-plugins-plus-skills

This skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. It is triggered when the user requests assistance with fine-tuning a model, adapting a pre-trained model to a new dataset, or performing transfer learning. It analyzes the user's requirements, generates code for adapting the model, includes data validation and error handling, provides performance metrics, and saves artifacts with documentation. Use this skill when you need to leverage existing models for new tasks or datasets, optimizing for performance and efficiency.

xiexie-qiuligao/counselor.skill

Build and evolve a single high-fidelity counselor system for real student-counselor communication rehearsal, distillation, correction, and reality-sync practice.

jeremylongshore/claude-code-plugins-plus-skills

This skill empowers Claude to build AutoML pipelines using the automl-pipeline-builder plugin. It is triggered when the user requests the creation of an automated machine learning pipeline, specifies the use of AutoML techniques, or asks for assistance in automating the machine learning model building process. The skill analyzes the context, generates code for the ML task, includes data validation and error handling, provides performance metrics, and saves artifacts with documentation. Use this skill when the user explicitly asks to "build automl pipeline", "create automated ml pipeline", or n

Lucian1u/learning-coach

通过自适应引导、必要讲解和独立练习，帮助用户学会并应用概念或技能。用于学习教练、带我学会、以掌握知识为目的的练习复习、检查理解或配置学习伙伴；不用于普通直接问答、会议回顾、摘要、代写或成品制作。

jeremylongshore/claude-code-plugins-plus-skills

This skill optimizes deep learning models using various techniques. It is triggered when the user requests improvements to model performance, such as increasing accuracy, reducing training time, or minimizing resource consumption. The skill leverages advanced optimization algorithms like Adam, SGD, and learning rate scheduling. It analyzes the existing model architecture, training data, and performance metrics to identify areas for enhancement. The skill then automatically applies appropriate optimization strategies and generates optimized code. Use this skill when the user mentions "optimize

chen1pengvincent/two-way-steelman

当用户想把一个已有立场、正在纠结或有待决策的问题想透、并希望得到不顺着自己的客观分析时使用。触发信号包括但不限于：明确要求钢人论证/双向钢人/steelman/魔鬼代言人视角/正反双方最强论证；问「该不该/要不要」这类二择或取舍（如该不该辞职/分手/跳槽/买房/考研）；或表达「帮我客观想清楚、别哄我、别和稀泥、给我一个明确立场」。适用于用户有一个可被钢人化对待的具体立场或选择；不适用于纯事实检索、写 pro/con 清单文档、或未表达任何待决立场的中性调研。Use when the user has a specific stance or decision to think through and wants a non-sycophantic, straight analysis: steelman/steelmanning, devil's advocate, strongest arguments for and against, decision analysis, 'should I or shouldn't I (quit, break up, move, buy, study...)', or 'don't flatter me / think it through objectively'. Not for neutral fact-finding or a st