AI skills for Education & Training

brainstorming

Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.

concise-planning

Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.

docx-official

A user may ask you to create, edit, or analyze the contents of a .docx file. A .docx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks.

pptx-official

A user may ask you to create, edit, or analyze the contents of a .pptx file. A .pptx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks.

xlsx-official

Unless otherwise stated by the user or existing template

pdf-official

This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see reference.md. If you need to fill out a PDF form, read forms.md and follow its instructions.

professional-proofreader

Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated version.

prompt-engineering

Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.

deep-research

Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.

avoid-ai-writing

Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table

lesson-generator

Build compact, standalone multi-lesson course artifacts with lesson navigation, objectives, flashcards, quizzes, and source links.

Education & Training: education · tags: lesson · matches: course, education

examprep-ai

Exam preparation assistant that converts syllabi, past papers, or notes into a ranked High Score Roadmap. Covers theory, numericals, MCQs, coding, and lab prep, ordered Easy → Medium → Hard. Use for last-minute revision, important topics, and question prediction.

Education & Training: education · tags: education, exam, students · matches: education

learn

Help a user learn a topic through adaptive tutoring, lesson planning, practice, retrieval checks, explanations, study guides, or exercises. Use when the user asks to learn, understand, practice, drill, review, study, or be tutored on something.

Education & Training: education · tags: lesson · matches: education

puzzle-activity-planner

Plan puzzle-based activities for classrooms, parties, and events with pre-configured generator links

Education & Training: education · tags: education · matches: education

teach

Teach the user a new skill or concept, within this workspace.

Education & Training: education · tags: education · matches: education

crossframe-teach

Use when CrossFrame Suite routes explicit Chinese teaching of CrossFrame concepts, misreading boundaries, plain-language examples, signals, or exercises.

Education & Training: content · tags: teaching · matches: teaching

trl-training

Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). Supports SFT, DPO, GRPO, KTO, RLOO and Reward Model training via CLI commands.

tags: learning · matches: learning, training

tutorial-engineer

Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.

Education & Training: content · tags: tutorial · matches: learning

hugging-face-model-trainer

Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment.

matches: learning, training

content-marketer

Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing.

Education & Training: content · matches: creation

impress

Presentation creation, format conversion (ODP/PPTX/PDF), slide automation with LibreOffice Impress.

Education & Training: presentation-processing · matches: creation

seo-content-writer

Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.

Education & Training: content · matches: creation

office-productivity

Office productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.

tags: presentation · bundle: documents-presentations · matches: creation

linkedin-content-generator

AI-powered LinkedIn content suite: generate posts, carousels, newsletters, and 30-day calendars with niche-specific SEO rules and a reinforcement-learning personal memory system.

matches: creation, learning

code-documentation-code-explain

You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels.

tags: education, explain · matches: education

machine-learning-ops-ml-pipeline

Design and implement a complete ML pipeline for: $ARGUMENTS

tags: learning · matches: design, learning

google-slides-automation

Lightweight Google Slides integration with standalone OAuth authentication. No MCP server required. Full read/write access.

Education & Training: presentation-processing · bundle: documents-presentations

pptx-deck-creation

Create editable, production-ready PPTX decks with narrative planning, explicit layout specs, asset guidance, and quality checks.

tags: presentation · matches: creation, design

crossframe-debate

Use when CrossFrame Suite routes explicit Chinese proposition testing, debate analysis, hidden-premise review, rebuttal design, or withdrawal condition checks.

Education & Training: content · matches: design

yann-lecun-filosofia

Sub-skill filosófica e pedagógica de Yann LeCun.

tags: education · matches: education

imagen

AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.

matches: creation, design

explain-like-socrates

Explains concepts using Socratic-style dialogue. Use when the user asks to explain, teach or help understand a concept like socrates.

Education & Training: content · tags: explain

hugging-face-trackio

Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retrieving/analyzing logged metrics (CLI).

matches: training

ai-ml

AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.

tags: learning · matches: learning

azure-ai-ml-py

Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.

tags: learning · matches: learning

cc-skill-continuous-learning

Turn a completed debugging session or repeated user correction into a small, evidence-backed procedure. Use for explicit requests to capture reusable lessons; does not automatically extract or save memories.

tags: learning · matches: learning

data-scientist

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.

tags: learning · matches: learning

geoffrey-hinton

Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks.

tags: learning · matches: learning

postmortem-writing

Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence.

tags: learning · matches: learning

scikit-learn

Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines.

tags: learning · matches: learning