Education AI Skills

Local Self-Evolution Loop (LSEL) curator — the CLUSTER + drain engine for the GOOS-local PROPOSE→APPLY seam closure (SPEC-LSEL-LOCAL-EVOLUTION-001). Companion-offset drain of .moai/lessons-inbox.jsonl…

Integration of 17 search engines for web crawling without API keys. Includes 8 domestic (Baidu, Bing CN, 360, Sogou, WeChat, Toutiao, Jisilu) and 9 international engines (Google, DuckDuckGo, Yahoo,…

Complete prep for all three scored components of the California Bar Exam: the five written ESSAYS (13 subjects — Business Associations, Civil Procedure, Community Property, Constitutional Law,…

Design a multi-round questioning sequence for interrogating AI chatbot answers, tracking how responses shift and distinguishing genuine updates from sycophantic capitulation. Use when teaching…

Walks a person through code changes one step at a time in conversation, starting at the entry point and following the flow that changes, showing a small chunk per step and explaining it in plain…

Help a beginner start or continue fiction through small exercises, plain-language explanations, short examples, and specific feedback. Use when someone wants to learn to write a novel, light novel,…

[DEPRECATED — use the 'board' skill instead] Check progress on goals

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free…

Interactive lesson tutor for the AI Engineering from Scratch curriculum. Reads LEARNING.md, fetches the next lesson, teaches it section by section in the terminal, quizzes at the end, and records…

Use Understanding by Design (UbD) to plan one OpenMAIC classroom or a course series around transferable conceptual understanding. Use when the user wants backward design, enduring understandings,…

Design a complete lesson plan from the topic and the class profile, with objectives, timed stages, activities, assessment and differentiated tasks, delivered as a Word document

用于搜索英文社交平台，包括 Reddit 帖子、Twitter/X 推文和 YouTube 视频。

Create standalone beginner tutorial packages from a topic or supplied references, with adaptive research, course-style outline design, chapter visuals, and Markdown/DOCX/PDF/HTML exports. Use for…

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user…

Design a sequence where students compare AI's handling of the same question across disciplines, developing a mental model of where AI is reliable vs. distorting based on knowledge type.

Minimal MDA source demonstrating relationship-graph footnotes and metadata.mda.* MDA-extended fields. Use as a reference fixture when learning the MDA source format.

Spaced-repetition flashcard system. Create cards from facts or text, chat with flashcards using free-text answers graded by the agent, generate quizzes from YouTube transcripts, review due cards with…

Create realistic mock exams from user-provided materials, syllabi, exam scopes, or searched public information. Supports exam structure, time limits, marks, answer keys, explanations, rubrics,…

Expert guide for integrating third-party C/C++ libraries into Unreal Engine 5.x projects and plugins. Covers static linking, dynamic linking (DLL/SO/dylib), Build.cs configuration,…

Generates technical guides that teach real-world use cases through progressive examples. **Auto-activation:** User asks to write, create, or draft a guide or tutorial. Also use when converting feature…

One-time onboarding for the AI Engineering from Scratch curriculum (523 lessons, 20 phases). Interviews the learner, runs the placement quiz, and writes LEARNING.md, a persistent study plan the learn…

Vocational / technical training courses. Plans the course as a hands-on work task with an operation flow, tool and equipment state, safety boundaries and GO/STOP judgements, instead of a concept…

Contextual guidance and command discovery. Three modes — narrative (first-time), contextual (mid-task), compact (quick reference). Shows available commands, active skills, and intelligent suggestions…

Produces detailed law-school case briefs of United States judicial opinions in a fixed nine-section structure: memory jogger, facts, procedural history, judicial votes, holding, opinion-by-opinion…

Design a learning sequence teaching prompt quality — comparing vague vs. refined prompts to show why specificity and context transform AI output. Use when students use AI without understanding why…

为已在美国销售的家居 ASIN 比较加拿大/墨西哥、欧洲、澳洲/中东三类拓站组合，核查需求、履约、本地化、利润及多国家 SP 设置。用于家居多站联投、低预算拓站和第二市场实验；不把材料中的站点平均 ROAS/CVR 或讲师案例当成当前商品的确定性增量。

When the user wants to design, construct, or improve an offer — the thing they actually sell — including value framing, bonus stacking, guarantee design, scarcity/urgency, naming, and payment…

Unofficial read-only Maktabkhooneh: search Persian online courses, compare prices, find free ones. Use when the user asks about Maktabkhooneh (maktabkhooneh.org) or wants online courses, lessons or…

Correct subtitle files (.srt) generated from speech recognition. Use when the user uploads subtitle files and asks to correct, fix, or proofread subtitles, especially for technical content like…

Designs the chapter structure for an intelligent textbook by analyzing the learning graph and concept dependencies. Use after the learning graph is complete and before generating chapter content.

Scan GitHub trending daily and report which repos contain ideas worth stealing for your project — patterns, not stars. Use for repo scouting and idea extraction.

Atomic theory, periodic table organization, electron configuration, periodic trends, and isotopes/radioactivity. Covers Dalton through quantum mechanical models, electron shell filling (Aufbau, Hund,…

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free…

Hands-on workshop — the learner works through the course instead of watching it, with an exercise or a check every couple of pages, short slides that only set up the next task, guiding narration that…

Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py`…

Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method,…

Strategic narrative — write a standalone strategy memo that frames product direction, bets, and rationale for a planning horizon. Use when asked to "write a strategy doc", "product vision", "strategic…

Takes a curriculum framework and a statutory or accreditation requirement list; produces a coverage table, gap summary, and CSV showing which framework content covers each requirement and where gaps…

Documentation collapse anti-patterns - detection rules, bad examples, and remediation strategies for type-mixing violations

依据日本站广告运营指南，处理日文关键词发现、关键词组和翻译校准、搜索与商品流量组合、品牌工具及促销配合。用于日本站关键词少/复杂、美国词迁移、积分活动和广告节奏；适用范围不限服饰，具体活动日期及工具资格按当前站点核验。

Guide users through the Feynman Technique by asking them to explain a concept in simple language, diagnosing gaps, correcting misunderstandings, simplifying explanations, and retesting understanding.…

Explains any InvestSkill output like a mentor — every metric in plain words, why it matters, its good / bad range, and the lesson that teaches it — then asks 3–5 Socratic questions and "what would…

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user…

Create custom educational materials including syllabi, lesson plans, assessments, reading lists, and learning objectives. Use when building course curricula, training programs, workshops, or…

Rubber duck tutor — auto-detects which review mode to run. Use when the user says "duck", "tutor", "quiz me", "do I understand this", or mentions rubber-stamping or learning while coding. For a…

把课题拆成连续学习文章，并根据用户反馈调整后续深度、角度和节奏。用户要求系统学习一个主题、继续下一篇或按反馈调整课程时使用。

Use when creating educational tutorial content for Xiaohongshu, teaching skills or processes step-by-step, creating how-to guides, or structuring instructional content for maximum learning and…

Use this skill when the user says 'TikTok script', 'TikTok video', 'Reels script', 'Shorts script', 'short-form video', or needs timestamped scripts with hooks, visual cues, and captions for 15-60…

用于日本站汇率或成本变化后的广告预算重分配。先按 SKU 重算广告前贡献利润，再诊断自动与手动投放，评估 AMC 受众竞价调整及 SP/SB 组合。适用于日本站利润缩水、低效 SKU 占预算或高意向受众测试；不将 AMC 竞价调整解释为替代关键词的独立 SP 定向。

Generate educational flashcards from topics, documents, notes, or study materials. Produces structured JSON data and can create polished Tailwind CSS HTML flashcard review pages with interactive card…

Creates an interactive HTML learning dashboard from a source file by extracting key concepts into validated flashcards with source links, hover-detail answers, filters, review tracking, shuffle, and…