Map the epistemic structure of a subject to determine knowledge types and inform curriculum sequencing. Use when designing courses, restructuring programmes, or analysing knowledge architecture.
Generate AZ-104 practice questions that feel like the real exam without copying it. Every item is grounded in current Microsoft Learn content, uses modern Azure terminology, and follows Microsoft-style exam item rules (scenario-first, plausible distractors, no trick wording). Use when the user asks for practice…
Create short AZ-104 practice labs (10-20 minutes) that are executable and self-validating. Every lab includes prerequisites, exact tasks, validation steps, expected outputs, and cleanup. Use when the user asks for a hands-on lab, practice exercise, or guided walkthrough.
Generates a personalized AZ-104 study plan based on the user's self-assessed confidence across exam skill areas, prioritizing weak areas with estimated hours and Microsoft Learn module links. Use when the user asks for a study plan, is unsure what to study, or wants exam prep guidance.
Use when you need to assess, quiz, test, or diagnose a student's current knowledge state using adaptive questioning. Implements ALEKS-style assessment using BLIM (Basic Local Independence Model) with Bayesian state updating, fringe-based item selection, and CbKST competence state inference. Supports PoLIM for graded…
Use when you need to generate personalized learning materials, lessons, or tutoring content for a student based on their knowledge state. Targets the student's outer fringe using CbKST competence-first design, ZPD scaffolding, meaningful learning connections, UDL 3.0 principles, and learning/forgetting awareness.…
Use when you need to build a concept map showing relationships between knowledge items and identify latent competences (CbKST). Organizes items hierarchically, identifies item-level relationships (prerequisite-of, is-a, part-of, co-requisite, related-to), discovers latent competences and the skill map, and produces…
Use when the user works with AI-Shifu (AI师傅) courses in any capacity of creating, writing, editing, rewriting, optimizing, reordering, deploying, publishing, previewing, or managing Teaching Prompts (per-lesson) and Course Prompts (course-level) — both written in MarkdownFlow (MDF). Covers the full course lifecycle …
Create a polished, printable learning report for one AI-Shifu course from live course analytics or a supplied report dataset. Use this skill whenever a teacher or teaching manager asks for an AI-Shifu learning report, course review, teaching diagnosis, lesson health analysis, learner engagement or audience insights…
Turn user-provided source materials into market-fit course-topic decisions without exceeding the evidence boundary of the materials. Use when the user needs course topic selection, competitor analysis, pricing guidance, audience targeting, market positioning, or a decision on whether the material is strong and…
Generate AI-901 practice questions that feel like the real Microsoft Azure AI Fundamentals exam without copying it. Every item is grounded in current Microsoft Learn content, uses modern Microsoft product names (Microsoft Foundry, Azure AI Language, Azure AI Speech, Azure AI Vision, Azure Content Understanding), and…
Create short AI-901 practice labs (15-25 minutes) that are executable and self-validating. Every lab includes prerequisites, exact tasks, validation steps, expected outputs, and cleanup. Scope covers Microsoft Foundry portal builds, Foundry Python SDK client apps with keyless authentication, Azure AI Services via…
Generates a personalized AI-901 study plan based on the learner's self-assessed confidence across the two AI-901 domains and their sub-areas, prioritizing weak areas with estimated hours, Microsoft Learn module links, and the matching Microsoft Press video lesson. Use when the learner asks for a study plan, is unsure…
Generate beautiful HTML slideshow courses for any codebase — glassmorphism reveal.js presentations with dialogue narrative, quizzes, and adaptive teaching.
Use when the user wants to learn a new field through a structured study repository, create a study plan, learn from supplied PDFs, slide decks, Markdown, TXT, Word docs, or webpage exports, assess understanding through exercises and stage tests, or build a capstone project. Best for multi-session learning workflows…
Legacy wrapper only. Do not install this directory by itself. Use the repository root learn-anything SKILL.md so core/prompts, prompts, templates, references, scripts, and evals are available.
Use this skill whenever the user wants to learn how to manually do what an existing Claude skill does, or when they want to understand the underlying process of any capability Claude performs automatically. Triggers include: "how can I learn to do X?", "what do I need to know to do X without Claude?", "teach me what…
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: