zhizhunbao
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- ▌ Brightspace Scraper · zhizhunbao-ai-dev-config bundleScrape course materials from Brightspace LMS. Use when (1) need to download course content (slides, labs, assignments), (2) organize course materials locally, (3) filter specific module types, (4) batch download from multiple courses.
- ▌ Git · zhizhunbao-ai-dev-config bundleGit 版本控制操作与最佳实践。Use when (1) 初始化或配置 Git 仓库, (2) 执行 commit/push/pull 等操作, (3) 处理分支和合并冲突, (4) 配置 .gitignore, (5) 解决 Git 相关问题
- ▌ Dev Weka · zhizhunbao-ai-dev-config bundleWork with Weka data files (.arff format). Use when (1) user needs to convert ARFF to CSV, (2) mentions Weka data files, (3) needs to extract column names from ARFF files.
- ▌ Computer Vision Assistant · zhizhunbao-ai-dev-config bundleComprehensive CV learning assistant. Use when studying image processing, object detection, segmentation, or any CV tasks. Helps with algorithm understanding, implementation, and model optimization.
- ▌ Deep Learning Assistant · zhizhunbao-ai-dev-config bundleComprehensive DL learning assistant. Use when studying neural networks, CNN, RNN, LSTM, Transformer, or any DL architectures. Helps with network design, training strategies, debugging, and optimization techniques.
- ▌ Machine Learning Assistant · zhizhunbao-ai-dev-config bundleComprehensive ML learning assistant. Use when studying supervised learning, unsupervised learning, regression, classification, clustering, or any ML concepts. Helps with algorithm understanding, implementation guidance, model evaluation, and practical applications.
- ▌ Reinforcement Learning Assistant · zhizhunbao-ai-dev-config bundleComprehensive RL learning assistant for coursework and self-study. Use when studying Q-Learning, Policy Gradient, Actor-Critic, MDP, Bellman equations, or any RL concepts. Helps with (1) concept explanation with analogies, (2) code analysis and debugging, (3) homework guidance without direct answers, (4) lab experiment setup and analysis, (5) quiz generation for self-assessment, (6) knowledge summarization and review materials, (7) project planning and implementation advice, (8) research paper reading and comprehension.
- ▌ Code Style · zhizhunbao-ai-dev-config bundle代码风格检查与自动格式化。Use when (1) 配置 linter/formatter, (2) 修复代码风格问题, (3) 设置 pre-commit hooks, (4) 统一团队代码风格
- ▌ DOCX To Md · zhizhunbao-ai-dev-config bundleWord 文档转 Markdown。Use when (1) 将 .docx 转换为 .md, (2) 提取 Word 文档内容, (3) 批量转换文档, (4) 保留格式和图片, (5) 自动化文档处理
- ▌ LLM Learning Assistant · zhizhunbao-ai-dev-config bundleComprehensive LLM learning assistant. Use when studying transformer architecture, attention mechanisms, pre-training, fine-tuning, or prompt engineering. Helps with understanding LLM principles and practical applications.
- ▌ Nlp Learning Assistant · zhizhunbao-ai-dev-config bundleNLP course learning assistant. Use when (1) doing NLP labs/assignments, (2) understanding NLP concepts (tokenization, embeddings, transformers), (3) implementing NLP algorithms, (4) debugging NLP code, (5) preparing for NLP exams.
- ▌ RAG Learning · zhizhunbao-ai-dev-config bundleLearn RAG by building real applications. Use when (1) building first RAG from scratch, (2) understanding RAG component design, (3) debugging retrieval problems, (4) optimizing retrieval quality, (5) comparing RAG frameworks.
- ▌ Dev Translation · zhizhunbao-ai-dev-configIT technical document translation assistant. Use when (1) translating technical articles, documentation, or papers, (2) creating bilingual (Chinese-English) content, (3) ensuring technical term consistency, (4) translating code comments or API docs.
- ▌ Code Comment · zhizhunbao-ai-dev-config bundle中英文双语代码注释规范。Use when (1) 为代码添加注释, (2) 需要中英双语文档, (3) 规范化代码注释格式, (4) 学习类项目代码注释
- ▌ Web Scraping · zhizhunbao-ai-dev-config bundle网页抓取与数据提取。Use when (1) 需要抓取网页内容, (2) 绕过反爬虫机制, (3) 处理动态加载内容, (4) 批量采集数据, (5) 解析特定网站结构