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intelligent-tutoring-dialogue-designer
【设计与创意】Script a multi-turn tutoring dialogue with branching responses for anticipated student difficulties. Use when designing AI tutors, chatbot interactions, or structured one-to-one support scripts.
ai-for-learning
【效率与协作】Expert in applying AI to education - AI tutors, personalized learning paths, content generation, automated assessments, and adaptive learning systems. Covers practical implementation of AI to enhance (not replace) human instruction. Use when "ai tutor, ai for learning, personalized learning, adaptive learning, ai assessment, generate course content, …
concise_elasticsearch_ir_tutor
【效率与协作】Tutors the user on Elasticsearch and Probabilistic Information Retrieval concepts (PRP, BIM, BM25) through a Q&A workflow, maintaining a brief and direct communication style.
speak-local-dev-loop
【开发与工程】Configure Speak local development with mocked tutors and audio testing. Use when setting up a development environment, configuring test workflows, or building language learning features locally. Trigger with phrases like "speak dev setup", "speak local development", "speak dev environment", "develop with speak".
speak-local-dev-loop
【开发与工程】Configure Speak local development with mocked tutors and audio testing. Use when setting up a development environment, configuring test workflows, or building language learning features locally. Trigger with phrases like "speak dev setup", "speak local development", "speak dev environment", "develop with speak".
speak-local-dev-loop
【开发与工程】Configure Speak local development with hot reload, testing, and mock tutors. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Speak language learning. Trigger with phrases like "speak dev setup", "speak local development", "speak dev environment", "develop with speak".