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Build AI tutoring systems with adaptive learning. TRIGGERS - Use when user needs help with ai-education-tutor related tasks.

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Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples. Use PROACTIVELY for onboarding guides, feature tutorials, or concept explanations.

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将网页应用的操作流程录制为带箭头光标和字幕的WebM视频。先检查界面并排练，再以便于观看的节奏展示输入、点击和滚动，呈现操作过程与结果。

• 用视频介绍新功能的操作
• 为首次使用者制作引导视频
• 为文档添加操作视频

为功能、模块或整个项目从零补写缺失文档。按照 Diataxis 的用途分类，组织学习教程、操作指南、参考信息和原理说明，为不同阅读需求准备相应内容。

• 为尚无文档的功能补写说明
• 编写教程和操作指南
• 准备模块参考信息与原理说明

Prototype a documentation page in one HTML file, with navigation, an article, and a linked table of contents. Includes realistic explanatory text, command examples, code, and tables, plus layouts that adapt to narrower screens and right-to-left text.

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• Prototyping an API reference page
• Designing a tutorial with commands and code
• Planning a guide with navigation and a table of contents

Prepare for four Claude certification tracks through guided lessons, practical exercises, quizzes, and mock exams. The tutor checks understanding and learner-created work, records progress, and uses assessment results to guide review.

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• Choosing a certification track for a learning goal
• Resuming lessons from saved progress
• Completing guided exercises without writing code

Turn code from the current session into a focused blog walkthrough with a generalized code sample and usage example. Learn the author's style from writing samples, adapt to the destination, and save only after approval.

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• Turning a completed function into a technical blog post
• Matching a tutorial to the author's previous writing
• Preparing a code walkthrough for a gist

Find explanations, tutorials, configuration guidance, and code examples in official documentation for Microsoft technologies. Choose documentation sources for Azure, .NET, VS Code, GitHub, Aspire, and Agent Framework based on where the relevant material is published.

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• Find official explanations and setup instructions
• Look up code examples for a specific language
• Research VS Code settings or extension APIs

Edit videos through conversation, from transcription and take selection to cuts, color adjustments, animated overlays, and subtitles. Confirm an editing plan, review a checked preview, and refine the result before the final render.

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• Select the best takes for a presentation video
• Trim tutorials and add subtitles
• Shape interviews or travel footage

Create and refine Jupyter notebooks for experiments, exploratory analysis, or tutorials. Bundled templates help organize runnable code and short explanations into clear steps, while validation guidance supports notebooks that others can read and rerun.

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• Starting a notebook for an experiment
• Turning scripts or notes into a structured notebook
• Creating a step-by-step teaching notebook

Turn educational topics or biographies into original comics with planned panels and recurring characters. Choose an art style, mood, and layout, then produce storyboards, image prompts, illustrated pages, and a combined PDF.

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• Explaining a learning topic through a comic
• Turning a person's biography into a comic
• Creating a four-panel tutorial comic

Turn the current conversation topic into an interactive lesson with spoken explanations and text diagrams in the terminal. Answer one question at each step, receive feedback, and check your understanding with a short quiz and recap.

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• Understand the work you just completed
• Learn a named topic step by step
• Check your understanding with a quiz

Write AI tool reviews, setup tutorials, interview preparation articles, and technical explanations, or update existing articles against current source code. The workflow covers research, outline approval, prose checks, and source documentation.

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• Write a setup tutorial for an AI tool
• Update an article against current source code
• Prepare technical interview explanations

Create a Chinese interview preparation guide for a focused machine learning or LLM topic, with formula derivations, PyTorch implementations, comparison tables, and 25 questions across three difficulty levels. The workflow reviews the content and renders it as HTML.

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• Preparing for an interview on a specific machine learning topic
• Studying formula derivations alongside PyTorch implementations
• Organizing interview questions by difficulty

Check whether a CARLA feature is usable in the current environment and has a verified procedure. Review known failures, inspect build settings, and identify differences between client, server, and source versions before planning work.

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• Check whether a CARLA feature has a verified procedure
• Review known failures before following a UE4 tutorial
• Inspect build flags for ROS 2 or RSS support

Create and maintain code comments, API specifications, documentation sites, and user guides. Apply consistent formats, document parameters and errors, validate code examples, and report which parts of the code have been documented.

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• Add explanations to public functions and classes
• Create API specifications and reference pages
• Build a documentation site

Create developer tutorial slides with a GitHub-style dark background, purple and blue lighting effects, and three-color gradient headings. Coordinate code colors, centered layouts, and highlighted blocks within a 16:9 presentation.

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• Preparing slides for a developer tutorial
• Creating dark slides with code examples
• Highlighting key points in technical explanations

Get started with Ouroboros through an interactive introduction that checks setup readiness and asks about your goals. Learn the core commands, then move into a project interview, a tutorial, or the help reference.

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• Getting an introduction to Ouroboros
• Checking setup before starting work
• Starting a project or choosing a tutorial

Extract a webpage’s content from its URL and convert it to Markdown, a plain-text format that preserves document structure. Use it to collect articles, blog posts, tutorials, or documentation for reading and further processing.

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• Extract the text of a news article
• Convert a blog post to Markdown
• Collect documentation for offline reading

Search English posts, discussions, and videos on Reddit, Twitter/X, and YouTube. Find material by keyword, narrow Reddit searches by community or time period, and receive results in a consistent JSON format.

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• Find English discussions about a topic on Reddit
• Search Twitter/X for posts about AI agents
• Find YouTube tutorials by view count

Turn a codebase into a browser-based course for people without programming experience. Build interactive lessons with animated data flows, quizzes, glossary explanations, and code paired with plain English to explain how the project works.

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• Understand how an app built with AI works
• Create a learning course from a GitHub project
• Learn data flow through animations and quizzes

Create or revise software documentation for learning, completing tasks, checking technical details, or understanding concepts. Organize README sections, API docs, and operational guides around reader needs, with commands and claims checked against available project evidence.

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• Rewriting README sections for their intended readers
• Creating a tutorial for new users
• Organizing API specifications as reference material

Generates complete technical tutorials from prerequisites and environment setup to core steps, troubleshooting, and a final cheatsheet. Trigger on requests to write a tutorial, create a setup guide, organize steps for beginners, or keywords like step-by-step, quickstart, or how-to guide.

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Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. Creates a persistent learning trail that compounds over time using the power of AI, spaced repetition and quizes.

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