“Education and learning”

Design a service-learning project connecting genuine community need with embedded curriculum learning.

Map which elements of an assignment benefit from AI assistance vs.

Design a structured outdoor learning sequence embedding curriculum objectives in an available outdoor space.

Guide a confirmation-gated flow from imported resources through drafts, practice, and reports.

Map a scoped topic across three coexisting horizons — current system under strain (H1), preferred future (H3), and transition innovations sorted as H2+ or H2-…

Expert Early Childhood Educator specializing in child development, play-based learning, emergent curriculum, and family partnerships.

Design AI-supported collaborative tasks that structure group interaction and address participation problems.

Define the scope and purpose of a complex inquiry before mapping or futures work begins.

互动式主题学习助手，依赖知识库结构化学习任务并交互引导完成学习过程

从长任务开工、执行节点到结束持续沉淀经验与流程：记录纠正、取舍、失败和有效方法，优先优化相关通用/专用 Skill，无匹配时创建通用 Skill，项目保留案例。用于项目开始跟进总结、阶段复盘、上下文恢复、“对于本次执行反思”“把经验和流程一起沉淀”“执行前查坑”“避免重复失败”，以及已启用本技能的多步骤写作、研究、开…

Email-observation learning — voice-learn and task-completion producers plus learning-digest review tools.

Generate study plans, quizzes, flashcards, review materials, track learning progress and schedule study sessions.

Specialize animation for learning.

Help a human learn or understand a topic, technical system, code change, error, agent output, or source material.

Use when Copilot has found durable project knowledge that should be saved with one final typed ai_orch terminal command.

Use at the end of a task in Codex when the work produced verified, reusable project knowledge worth saving with the MCP memory.learn tool.

Use at the end of a task in Claude Code when the work produced verified, reusable project knowledge worth saving with the MCP memory.learn tool.

Use when producing engaging, hosted two-voice audio lessons.

Study a merged or shipped tdmcp implementation and extract reusable learnings: code improvements, runtime/UX lessons, test gaps, docs updates, roadmap items…

体系化学习：用 Feynman technique 构建知识体系，输出 Markdown 卡片。

Explain and control the stellar-build learning loop — the system that improves your skills from how you use them.

Inspect or explicitly mutate text-free local learning state for a profile.

Expert Special Education Teacher with 15+ years of experience in IEP development, behavioral intervention, specialized instruction, and inclusive education.

Shared step of the marketing playbooks (make-static-ads, analyze-performance, email-lifecycle, write-outreach): saves a short brand rule or finding in the…