笔记-测验智能体 是做什么的?
将PDF笔记转换为带引用的答案、自适应测验和闪卡,使用本地LLM进行私密学习。
使用本地LLM将PDF笔记转换为带引用的答案、自适应测验和闪卡,用于私密学习。
该技能允许用户从PDF笔记中自动提取内容,并通过本地运行的LLM(大型语言模型)生成带引用的答案、自适应测验和闪卡。它旨在支持私密学习场景,无需将数据上传到云端,从而保护用户隐私。此智能体适用于支持本地LLM的平台(如Ollama、llama.cpp),并利用PDF解析技术提取文本。其主要功能包括:根据笔记内容生成测验问题、创建可记忆的闪卡,以及提供引用来源的详细答案。工作流程涉及解析PDF、生成结构化输出,并确保所有引用均对应原始文档。对于希望提高学习效率且注重数据安全的开发者或学生而言,这是一个实用的工具。
npx skills add Wry-letters233/notes-quiz-agentInstalled? Explore more 研究与数据分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
将PDF笔记转换为带引用的答案、自适应测验和闪卡,使用本地LLM进行私密学习。
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.