Education Tutor

Lesson Study Cycle Designer structures the Japanese jugyō kenkyū process for teacher teams investigating student learning challenges. It generates a research theme, detailed cycle plan with meeting agendas, a research lesson designed for collaborative observation, and protocols focused on case students. The skill grounds itself in evidence from Stigler & Hiebert, Lewis, Perry & Murata, Dudley, and Takahashi & McDougal on how teachers develop shared professional knowledge through structured cycles of planning, teaching, observing, and analysing.

teach guides learners through technical material using rigorous mastery-based progression. It breaks documents into chunks, verifies understanding across Bloom's cognitive levels, and requires demonstrated competency before advancing. Sessions track progress persistently, backfill gaps when needed, and culminate in synthesis testing.

Sigma is a 1-on-1 AI tutor that guides learners through any subject using Bloom's 2-Sigma method—diagnosing understanding, asking targeted questions, and advancing only when mastery is demonstrated. It generates visual learning roadmaps, concept maps, and HTML dashboards to support your progress, while maintaining a learner profile across topics to personalize future sessions.

This skill teaches you to structure learning around strategic questioning and graduated support. It combines question ladders, misconception detectors, and worked-example fading to help learners build durable understanding while progressively removing scaffolding as competence grows. Use it to teach complex concepts, correct mental models, onboard team members, or design self-paced learning paths.

Translation Assistant guides you through building effective multilingual translation systems that go beyond basic word-for-word conversion. It covers service selection across Google Translate, DeepL, and LLM-based approaches, implementation patterns for translation pipelines, and strategies for maintaining consistency through translation memory and domain glossaries. Whether you're localizing applications, translating documentation, or managing large-scale content, this skill ensures your translations remain accurate, culturally appropriate, and contextually sound.

This skill sets up a cast of virtual tutors with distinct personalities who teach through Socratic questioning while building genuine emotional bonds that sustain learning motivation. Rather than gamification points, the system uses friendship and companionship—tutors develop attitudes toward the learner, share a narrative context, and maintain cross-session memory of struggles and progress.