Education AI Skills

帮生物老师做以核心素养为目标、以观察和实验为主线的教案：初中七个学习主题与高中必修、选择性必修模块的单元统筹，探究活动与学生实验的设计，实验安全定档，概念教学的提问链。 仅在"生物 +…

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…

Run competitive research like an intelligence agency: eight collection disciplines (OSINT to MASINT), signal-to-inference chains, and fusion. Use when one-source research isn't enough.

Apply when tempted to ask 'should I do X?' on reversible work.

Apply Jakob's Law — users expect your product to work like the others they already use. Use when deciding whether to innovate on a familiar pattern. For OS-mandated conventions specifically, use…

视频脚本洗稿和二创脚本工作流。Use when the user provides an existing transcript, oral draft, viral script, competitor video text, rough topic notes, or wants 洗稿, 二创改写, 爆款视频脚本重写, 逐字稿改成短视频脚本, rewrite with ra-人话, and…

Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /technical-writing or when writing or reviewing docs,…

Transforms reading-oriented prose into listening-optimized text for flat, neutral vocal delivery — TTS, podcasts, audiobooks, CLE audio. Carries a legal layer: case citations, section symbols,…

Design a lesson opening that activates prior knowledge and connects previous learning to today's content. Use when planning lesson starters, retrieval openers, or advance organisers.

Designs novel molecules using REINVENT 4 (de novo, scaffold decoration, linker design, R-group, molecular optimization), MolMIM, Diffusion-based generators (DiGress, DiffSMol), and JT-VAE with…

Generate user manuals (Diátaxis) and operator manuals (runbooks, deployment guide, configuration reference, incident playbook). Use when writing user manuals/guides/tutorials, operator manuals,…

帮化学老师组织实验教学：演示与分组的取舍、分组与器材安排、课堂安全组织、实验报告与实验操作考试的组织，覆盖初中 8 个学生必做实验与高中必修、选择性必修的 18 个学生必做实验。 触发语示例："二氧化碳制取这节实验课怎么组织""40 个学生 10 套器材怎么分组""酸碱性质实验怎么保证安全""燃烧条件的探究要不要让学生做""实验操作考试怎么组织模拟"。…

Plan new YouTube videos with optimized titles, thumbnails, and hooks. Use when planning a video, writing or reviewing opening hooks, generating title and thumbnail concepts, or creating a…

A 20-minute Sunday reset that looks at what you actually shipped this week, why the stalled things stalled, and picks the ONE thing for next week — then makes you say what you're dropping. Writes a…

Generate a scaffolded sequence of practice problems with graduated difficulty and strategic variability. Use when creating worksheets, homework sets, or independent practice materials.

Critique dimensions, severity framework, verdict decision matrix, and review output format for documentation assessment reviews

Use when analyzing competing Xiaohongshu accounts, learning from successful creators in your niche, identifying content gaps and differentiation opportunities, benchmarking performance against…

Use this skill when the user says 'lead magnet', 'opt-in', 'freebie', 'list building', 'email list growth', or needs a lead capture asset with landing page copy, delivery emails, and nurture sequence.…

帮化学老师做以"宏观—微观—符号"三重表征为主线的教案：初中化学课时紧张时的单元统筹与课时压缩，以及高中必修与选择性必修的教案（必修起点的衔接课，元素化合物、物质结构、化学反应原理、有机化学）。 仅在"化学 + 教案设计"两个条件同时成立时建议激活，例如"质量守恒定律这节课 45…

Analyze and improve existing documentation using Diataxis principles

Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives. Use when starting product discovery for a new product, exploring features for a startup…

Reference for the standard clauses found in commercial non-disclosure agreements (mutual and one-way) — what each clause does, the surface forms it appears in, and how to recognise it in unfamiliar…

Script a teacher think-aloud demonstrating expert reasoning processes for a specific task. Use when modelling problem-solving, writing, reading comprehension, or analytical processes.

Extract lessons from the current session, or sweep the project's past sessions when asked, and route them to the appropriate knowledge layer (project AGENTS.md, auto memory, existing skills, or new…

General study companion for learning, review, exam prep, exam-point analysis, syllabus/exam-outline interpretation, finals speedrun teaching, concept explanation, problem solving, homework coaching,…

帮化学老师设计班级的化学用语过关体系：元素符号、化合价、化学式、化学方程式分级过关，贯穿全年分段推进，配合间隔回看与分层任务；高中延伸到必修与选择性必修（第 5～8 级）。 触发语示例："全班化学式总写错，怎么设计过关""化合价默写怎么安排才不突击""方程式配平怎么分层训练""过关卡怎么设计""过关没通过的学生怎么跟进"。…

Teach the user a new skill or concept, within this workspace.

Generate Marp-compatible slide decks from structured JSON schema. Converts context into presentations for tech talks, sprint demos, and tutorials.

Reference documentation patterns for API and symbol documentation. Use when writing reference docs, API docs, parameter tables, or technical specifications. Triggers on reference docs, API reference,…

Design structured customer onboarding programs — time-to-value optimization, activation milestones, kickoff calls, 30-60-90 day plans, handoff from sales to CS, onboarding playbooks by segment, and…

Identify risky assumptions for a feature idea in an existing product across Value, Usability, Viability, and Feasibility. Uses multi-perspective devil's advocate thinking. Use when stress-testing a…

Create reusable black-background white-text opening animations for new videos. Use when the user asks for "黑底白字开场", "纯黑加白字", "白色文字逐渐出来", "一个个字出来", "打字效果", "打字音效", "字体变化开头", "opening title animation",…

Design a Concrete-Pictorial-Abstract learning sequence for a mathematical concept using manipulatives. Use when teaching maths through Singapore method or when students struggle with abstraction.

AI老师：给定文档/书籍/课程资料后，像老师一样教会用户理解内容。 先诊断学习能力（强/中/弱），再用通俗易懂的方式一步步教学。 支持模仿名师教学风格——用户提供课程字幕或视频链接，AI 提取并复刻其说话方式。 当用户说"教我"、"帮我学"、"帮我理解"、"模仿XX老师的教学风格"或上传资料要求学习时触发。 不要在用户只是问一个简单问题时触发——只在涉及系统性学习/教学时激活。

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…

Write the day's Instagram Stories - the frame-by-frame sequence, which stickers to use where, and the one that moves people into the DMs. Use when the user says "stories", "what do I post on my…

Check an educational practice or task for cultural bias, WEIRD assumptions, and cross-cultural validity. Use when adapting resources for diverse contexts or questioning universal claims.

Design classroom assessment, formative checks, rubrics, exit tickets, homework grading standards, diagnostic feedback, classroom observation forms, student self/peer assessment, and teaching…

Tutorial patterns for documentation - learning-oriented guides that teach through guided doing. Use when writing a tutorial, learning guide, getting-started or onboarding guide, beginner/introductory…

Redesign a lesson to centre students' cultural backgrounds, community knowledge, and lived experience. Use when making curriculum relevant and inclusive for diverse student populations.

Write and polish formal teaching documents for teachers, school offices,教研 and training contexts. Use this skill whenever the user asks for 说课稿, 教学反思, 教研总结, 听课记录, 评课稿, 教学案例, 培训方案, 家校沟通, 通知, 工作计划,…

Scaffold an emergent project from observed children's interests using Reggio-inspired approaches. Use when following children's fascinations into deeper inquiry in early years or primary settings.

Find, verify, and curate teaching resources for lesson preparation. Use this skill whenever a teacher asks to 联网查资料, 查课标, 找教材背景, 找公开课资源, 找案例, 找素材, 找时事, 找图片/视频/网页资料, 引用依据, 课程标准, 教材版本, 考试要求, 学科前沿, or…

Explain a body of work plainly so a person actually understands it. Runs the `how` and `why` skills and weaves what they find into one clear explanation. Use for 'teach me this', 'help me really…

Evidence-based medical knowledge and research mentor grounded in the Bian Que tradition. Covers clinical reasoning, diagnostic thinking (望闻问切), pharmacology, pathology, differential diagnosis, medical…

Anchor a multidisciplinary unit in a real-world phenomenon that requires multiple subject lenses to understand. Use when designing integrated or phenomenon-based units across disciplines.

Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for $technical-writing or when writing or reviewing docs,…

Prioritize assumptions using an Impact × Risk matrix and suggest experiments for each. Use when triaging a list of assumptions, deciding what to test first, or applying the assumption prioritization…

Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. Creates a persistent learning trail that compounds over time using the power of AI,…

Anchor curriculum learning in a specific local place with connections to community, culture, and identity. Use when connecting academic content to students' local environment and heritage.

Use when an ad account HIERARCHY needs designing or cleaning up — campaign, ad set, and ad structure by objective, a naming convention that keeps data readable, CBO versus ABO by stage, how many ad…