📝Study Guides and Notes Skills
Browse skills in the Study Guides and Notes category.
deep-learning
根据学习主题和范围，搜集权威的书单、博客、网站、框架、论文等学习资料，支持论文自动下载
cheat-sheets
Expert knowledge for creating effective cheat sheets with PDF export. Activate when creating/editing cheat sheet content, designing quick reference sheets, or working with PDF export functionality. (project)
databricks-academy
Use this skill when users ask questions about Databricks courses, tutorials, documentation, or learning materials from Databricks Academy (customer-academy.databricks.com). This skill handles login-required access to search and retrieve course content, learning paths, hands-on labs, and technical documentation.
summary-generator
This skill should be used when generating lesson summaries for educational content. It extracts key concepts, mental models, patterns, and common mistakes from lesson markdown files using a Socratic extraction process. Use this skill when a lesson file needs a `.summary.md` companion file, or when reviewing/refreshing existing summaries.
journal-prompter
Daily journaling prompts and frameworks for reflection, growth, and clarity
glossary-generator
This skill automatically generates a comprehensive glossary of terms from a learning graph's concept list, ensuring each definition follows ISO 11179 metadata registry standards (precise, concise, distinct, non-circular, and free of business rules). Use this skill when creating a glossary for an intelligent textbook after the learning graph concept list has been finalized.
notebooklm
Use Google NotebookLM to create AI notebooks, generate slides, audio overviews, quizzes, flashcards, and other outputs from sources. Use when user wants to create presentations, study materials, summaries, or analyze documents with NotebookLM.
save
Manually saves the current lesson to the lessons directory. Use when auto-save was missed or user wants to explicitly save content.
lessons
Manages lesson files - list all lessons, show specific lesson, export lessons to single file, or continue from a specific lesson number. Use for navigating and organizing saved lessons.
deep-learning-primer
Deep learning foundations including neural network basics, backpropagation, optimization, regularization, and training best practices.
summary
Provides a recap of recent lessons and key concepts learned. Summarizes main points, connections between topics, and suggests next steps. Use for review sessions or session wrap-up.
notes-generator
Generate structured study notes following Bloom's Taxonomy methodology. Createscomprehensive notes from topic titles or reference files. Use when user asks to"create notes", "generate notes", "make study notes", or wants notes on a topic.
glossary-generator
This skill automatically generates a comprehensive glossary of terms from a learning graph's concept list, ensuring each definition follows ISO 11179 metadata registry standards (precise, concise, distinct, non-circular, and free of business rules). Use this skill when creating a glossary for an intelligent textbook after the learning graph concept list has been finalized.
learning-guide
This skill should be used when a user asks to learn a specific skill or knowledge area using the pattern '帮我学习一下xx技能/知识'. The skill provides a comprehensive 9-step learning journey including concept discovery, practical applications, code examples, resource recommendations, community tracking, and related topic suggestions. It covers the complete learning cycle from foundational understanding to advanced community engagement.
writing-flashcards-from-docs
Use when turning a documentation link or article into spaced-repetition flashcards - fetches and extracts core ideas, compares against existing cards/notes, right-sizes output by source density and existing coverage, updates only incorrect/outdated cards, and creates missing cards with strict citation, slug, and tag rules
lecture-transcript-slide-matcher
Combines YouTube lecture transcripts with PDF slides to create an interactive HTML page. Matches each slide to corresponding transcript segments, organized by key concepts. Use when users want to create synchronized lecture notes from transcript text files and slide PDFs.
learning-study-skills
study-skills for enhanced learning effectiveness and personal development.
create-latex-notes
Generate structured LaTeX exam cheat sheets from course materials. Extracts key concepts, definitions, formulas from PDFs, Jupyter notebooks, and markdown files. Compiles to PDF with error checking.
source-only-enforcer
CRITICAL QUALITY GATE: Enforces source-only policy for ALL medical study guide creation.ACTIVATES when creating study guides for ANY medical specialty: pharmacology, pathophysiology,clinical medicine, physical examination, or procedures.BLOCKS creation without pre-creation verification checklist confirming source file and template.This skill prevents adding external medical facts (except researched mnemonics) and ensuresall study guide content comes exclusively from the specified source file.
cote-teacher
This skill should be used when the user requests learning materials for algorithm or data structure patterns (e.g., "Create learning material for sliding window pattern"). It automatically generates structured markdown documents in the _learning/ folder and updates the main README.md with links to the new materials.
academic-task-planner
Transform academic course assignment PDFs into structured, actionable markdown checklists with dates, unique IDs, and custom tags. Asks when the user will start, assigns tasks only to weekdays (Monday-Friday), respects weekends automatically, and calculates forum deadlines 3 days before due date. Use this skill when the user uploads academic PDFs or asks to create a task plan from course assignments.
learning-habit-formation
habit-formation for enhanced learning effectiveness and personal development.
write-up
Create useful, informative summaries of coding challenges (aka leetcode questions) that are readable in depth and have a digestable summary at the top.
learning-system
Process learning resources from markdown files, extract content, identify clusters, and create Ship-Learn-Next learning paths
cornell-notes
将文本、URL或文件内容自动转换成美观的Cornell笔记HTML格式，包含Cue Column、Notes Column和Summary三部分，并自动更新index.html索引
rick-roderick
Rick Roderick: Philosophy Under Siege
enhancing-talks
Enhance talk notes with Blinkist-style summaries and timestamps. Use when asked to "enhance talk", "improve talk notes", "add timestamps", "blinkist-style talk summary", or "make talk notes better". Adds Core Message, Key Insights with timestamps, Talk Structure, Notable Quotes, Who Should Watch, and Action Items via transcript analysis.
devrel-career
Developer relations career development, growth paths, and professional advancement
certifications-training
Professional certifications, CTF competitions, and training resources for AI security practitioners
enhancing-notes
Enhance book notes with Blinkist-style summaries. Use when asked to "enhance notes", "improve book notes", "add key insights", "expand notes", or "make notes better". Adds Core Message, Key Insights, Notable Quotes, and Who Should Read sections via parallel web research.
diagram-generator
Generates professional diagrams for educational flashcards using Python (matplotlib) or Mermaid syntax. Automatically selects the best visualization tool based on diagram type. Use when creating visual aids for flashcards or adding diagrams to learning materials.
learning-capture
Extract and consolidate key learnings, insights, and actionable takeaways from the current conversation session. Use when the user wants to capture, summarize, or document what was learned during the chat, create study materials from discussions, or save important discoveries and decisions for future reference. Triggers include requests like "capture learnings," "summarize what we discussed," "create notes from this conversation," "what did I learn today," or "document our key findings."
play-learn-lift
Start Playing. Keep Learning. Lift Others.
emerging-tech
Emerging technologies (prompt engineering, AI agents, red teaming) and leadership roles (product manager, engineering manager, DevRel).
mnemonic-researcher
CRITICAL AUTOMATION: Automatically researches PROVEN medical mnemonics during study guide creation.ACTIVATES when creating study guides and mnemonics are mentioned. Launches the medical-mnemonic-researcheragent to find established USMLE mnemonics from medical education sources.NEVER invents mnemonics - only finds ones that already exist and are validated by medical students.
flashcards
Create printable PDF flashcards optimized for double-sided printing with a 2x5 grid layout. Use when users request to create flashcards, study cards, or memory cards for any subject. Supports both duplex printers and manual printing workflows.
latex-handouts
This skill should be used when the user asks to "create LaTeX handout", "compile handout", "generate presentation handout", "create PDF document from slides", or needs guidance on LaTeX document structure, formatting, embedding images, or creating comprehensive presentation materials.
learning-metacognition
metacognition for enhanced learning effectiveness and personal development.
study-guide-verifier
CRITICAL AUTOMATION: Automatically performs comprehensive study guide verification using the study-guide-analyzer agent.ACTIVATES when user requests accuracy verification, post-creation validation,or analysis of existing study guides.Launches the study-guide-analyzer agent to implement systematic 6-step verification protocol,ensuring study guides contain only source-accurate information with complete coverage and proper formatting.
ship-learn-next
Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.
srtmarkdown
把srt字幕文件转换成markdown笔记
youtube-digest
YouTube 영상의 transcript를 가져와서 요약, 인사이트, 한글 번역을 생성하고, 3단계 퀴즈(총 9문제)로 학습 이해도를 테스트합니다. 퀴즈 후 Deep Research 옵션으로 웹 심층 조사도 가능. "유튜브 정리", "영상 요약", "transcript 번역" 요청에 사용.
career-growth
Portfolio building, interviews, job search, continuous learning
core-development
Master core development paths: Frontend (3-6 mo), Backend (6-12 mo), Full Stack (6+ mo), DevOps (1-2 yr). Get learning sequences and tech stacks.
faq-generator
This skill generates a comprehensive set of Frequently Asked Questions (FAQs) from the course description, course content, learning graphs, concept lists, MicroSims, and glossary terms to help students understand common questions and prepare content for chatbot integration. Use this skill after course description, learning graph, glossary, and at least 30% of chapter content exist.
cote-teacher
This skill should be used when the user requests learning materials for algorithm or data structure patterns (e.g., "Create learning material for sliding window pattern"). It automatically generates structured markdown documents in the _learning/ folder and updates the main README.md with links to the new materials.
study-guide-verifier
CRITICAL AUTOMATION: Automatically performs comprehensive study guide verification using the study-guide-analyzer agent.ACTIVATES when user requests accuracy verification, post-creation validation,or analysis of existing study guides.Launches the study-guide-analyzer agent to implement systematic 6-step verification protocol,ensuring study guides contain only source-accurate information with complete coverage and proper formatting.
mnemonic-researcher
CRITICAL AUTOMATION: Automatically researches PROVEN medical mnemonics during study guide creation.ACTIVATES when creating study guides and mnemonics are mentioned. Launches the medical-mnemonic-researcheragent to find established USMLE mnemonics from medical education sources.NEVER invents mnemonics - only finds ones that already exist and are validated by medical students.
source-only-enforcer
CRITICAL QUALITY GATE: Enforces source-only policy for ALL medical study guide creation.ACTIVATES when creating study guides for ANY medical specialty: pharmacology, pathophysiology,clinical medicine, physical examination, or procedures.BLOCKS creation without pre-creation verification checklist confirming source file and template.This skill prevents adding external medical facts (except researched mnemonics) and ensuresall study guide content comes exclusively from the specified source file.
study-note
학습 중 떠오른 아이디어와 메모를 아카이브 파일에 시간순으로 기록합니다. `scripts\study-note-helper.bat`를 사용하여 현재 KATA 프로젝트의 docs/study/아카이브.md에 노트를 추가합니다.