Education AI Skills

Build compact, standalone multi-lesson course artifacts with lesson navigation, objectives, flashcards, quizzes, and source links.

Teaches an agent graph engineering — both halves. Knowledge graphs (ontology design, entity/relation/event extraction, fusion, GraphRAG/memory serving; distilled and translated from Southeast…

Train strict project ownership from repo-local docs/ai memory and central LLM Wiki project entities. Use when Codex or Claude Code should initialize a learning question bank, quiz or grade the user,…

Socratic method teaching skill that guides users to discover answers themselves through questioning, never giving direct answers. TRIGGER when: user's message contains 'socratic', 'Socrates', or…

Build a personalized reading profile from your Readwise Reader data, used by triage, quiz, and other skills

只读检查一个已生成的备考工作区是否健康并报告问题，默认不做任何修改。核对 .ingest 原材料版本、 内容单元、接管队列与派生产物完整性，以及 wiki、题库、视觉证据、计划和进度的一致性。当用户怀疑 工作区有问题、建库 readiness 被阻断、或想在开始复习前体检时使用。

Guide the learner through a structured goal-setting exercise grounded in research on Mental Contrasting with Implementation Intentions (MCII). The exercise helps developers set concrete learning…

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`…

Make a teaching diagram (usually SVG) for one idea, look at it, and fix it until the picture actually shows the claim. Use when the user runs /learn-visual or /skill:learn-visual, or asks for a…

Use when the user wants to plan or manage a job search as a whole, such as networking strategy, a 3-month search plan, salary negotiation, evaluating or comparing offers, tracking applications…

Persist user preferences and styles across sessions. Use for remember this, save preference, learn this, always do X, never do Y, from now on, update CLAUDE.md, update CM, forget X, what do you…

Use this skill when optimizing app store listings, researching keywords, or tracking mobile app performance on Apple App Store and Google Play Store.

This skill transforms users into confident industry insiders through immersive, research-driven learning experiences. It should be used when users want to quickly master an unfamiliar industry, field,…

在高压企业环境中主动寻找与管理导师的策略，适用于任何高压企业员工、寻求职业提升的职场人。当需要在公司丛林中导航、寻求职业发展或适应高压工作环境（如每周工作100小时）时使用。

自动化与控制领域知识蒸馏框架。基于6个维度（导航、导盲、鲁棒控制、自适应控制、 强化学习控制、MPC）的深度调研，覆盖300+篇权威论文，提炼7个核心方法论共识、 6条学派分歧与融合趋势、5层技术栈模型。 用途：作为自动化与控制领域的研究导航与知识索引，快速定位核心论文与方法論。

The creative process in art from idea to exhibition. Covers five phases of creative work (inspiration, incubation, exploration, execution, reflection), sketchbook practice, artist statements, critique…

RiceQuant RQData Python API - 米筐金融数据Python接口，用于获取中国A股、港股、期货、期权、基金、债券、宏观经济和另类数据。当使用rqdatac编写量化交易和金融分析Python代码时使用此skill。

Use this skill ONLY AFTER a teaching site is feature-complete and stable, when the user wants to produce a printable / archivable / shareable version — typically a PDF ebook with cover, page numbers,…

Courses whose content rests on current, external or real-world facts that must be verified against live sources before being taught — recent events, market or policy data, product and version…

Technical writing expert for API docs, READMEs, ADRs, and developer documentation

Extract methodologies from documents or examples to create executable skills

Create learning paths for programming tools, and define what information should be researched to create learning guides. Use when user asks to learn, understand, or get started with any programming…

Map knowledge components and skill hierarchies for a cognitive tutoring system or adaptive learning platform. Use when designing intelligent tutoring software or skill-based mastery systems.

Use when planning Xiaohongshu content calendar, running out of content ideas, needing systematic approach to content creation, or wanting to align content with account goals

Generate online course and coaching program promotional video prompts for Seedance 2.0 on Higgsfield. Use for course trailers, coaching ads, educational content promos, masterclass teasers, webinar…

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…

全员通关后把 错题本+笔记本+知识点窗口+wiki 编译成考前速记小抄 cheatsheet.md（每条要点带可溯源 锚点），并在视觉产物模式或用户明确要求 PDF/打印版时按指定页数渲染成打印级 PDF：按「必背结论/公式 → 有难度例题（必要时含题面图）→ 例题解答（代入公式、保留基础过程）→ 要点解释（同类题怎么办）」 四段组织。当复习收尾、用户要「考前小抄/速记/总结/打印版」时使用。

Learning designer quality check for Canvas LMS courses. Audits module structure, content completeness, publishing state, date consistency, and rubric coverage. Use when asked to "QC a course", "is…

Also use for phased consumer demand leading to business orders and store visits, or for creator experiences combining onsite sales with later promotional content. Turn existing marketing ideas into a…

R performance best practices including profiling, benchmarking, vctrs, and optimization strategies. Use when optimizing R code.

Construir um projeto para aprender programação. Use quando o aluno pede um projeto ou quando aprender entrega uma atividade que precisa de arquivos, execução e etapas persistentes.

Map the edge of the learner's understanding with a short graded quiz. Start broad, then binary-search every strand a lesson will need. Use when the user runs /probe or /skill:probe, or says quiz me,…

Initialize or repair a Notion Course Pack workspace, or create a real course from a complete book, course, paper set, transcript set, local files, pasted materials, or authorized Notion pages. Use…

Receive and verify Absorb LMS webhooks. Use when setting up an Absorb LMS webhook endpoint, verifying the absorb-signature header (HMAC-SHA256 of the raw body), debugging signature failures on Test…

Use automatically for NixOS, Nix, nixpkgs, flakes, Nix language, Home Manager-adjacent Nix configuration, nix commands, NixOS modules/options, packages, overlays, derivations, and troubleshooting.…

When the user wants to build, grow, or improve a developer community on Discord, Slack, or forums. Trigger phrases include "developer community," "Discord server," "Slack community," "community…

Adds per-skill learnings loops for dated patterns, mistakes, and domain facts. Use when wiring skill memory, consolidation, or drift audits.

Use this skill when starting a new course / workshop / training program and you need to design its outline before any lecture content is written. Triggers on phrases like "規劃課程", "課程大綱", "幾天怎麼排",…

Transforms technical documents into rigorous learning journeys with collegiate-level mastery requirements. Uses Bloom's taxonomy progression, 80%+ mastery thresholds, and multi-level verification…

Turns resume duties into truthful impact bullets. Questions the user role by role to dig out achievements, asks for real numbers or honest ranges (never invents them), and writes concise bullets in…

Improve factual reliability while creating or reviewing a course or supplied content. Use when the user asks to fact-check, verify accuracy, reduce hallucinations, make a reliable course, or mentions…

CoinGecko API documentation - cryptocurrency market data API, price feeds, market cap, volume, historical data. Use when integrating CoinGecko API, building crypto price trackers, or accessing…

Queue processing with fresh context per phase. Processes N tasks from the queue, spawning isolated subagents to prevent context contamination. Supports serial, parallel, batch filter, and dry run…

Record important information to long-term memory for learning user preferences, successful patterns, and error lessons. When you need to remember user preferences, save successful patterns, or record…

AI Engineering from Scratch 中 Agent Skills Engineering 路线的专注交互 tutor。 学习者想创建、发现、调用、保护、评估、打包或迁移 Agent Skills 时，开始或续学此路线。 每次调用教学一课，并将证据记录在 AGENT-SKILLS-LEARNING.md。 Start or resume this route when a…

Use when reasoning about air conditioners in Anima. Covers comfort temperature ranges, energy heuristics, humidity interaction, and choosing `set_temperature`, `set_mode`, `turn_on`, or `turn_off`.

Create an interactive digital worked example sequence with fading for online or blended delivery. Use when building e-learning modules, LMS content, or app-based instruction.

This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simulation, multi-agent systems, or…

Run and extend the repository's recommendation-system projects covering the ranking funnel, two-tower ANN, point-in-time feature consistency, and online serving reliability.

Captures learnings, errors, corrections, and feature requests to enable continuous improvement. Use when: (1) User corrects Claude ('No, that's wrong...', 'Actually...'), (2) User requests a…

临考前的极速备考总教练。把课件、大纲、重点与真题建成分章 wiki 和标准题库，再组织惰性授课、 题库判分、错题与疑难复盘及可选考前小抄，并持久化进度。用于期末、备考、突击、刷题、划重点、 错题与考前复习；不用于长期规划或与考试无关的写作/编程。