Abet Clo Mapper

wangsoft/ELI5

Explain unfamiliar mechanisms in plain language; create or maintain self-contained HTML learning pages with visual models, quizzes, explain-back checks, flashcards, and optional interaction; or produce a decision brief when the user must choose among options. Use for ELI5 or visual explanations, durable learning pages, quizzes, review of earlier concepts, and decision briefs. Give single facts and ordinary quick explanations inline without files. A named audience alone does not imply a decision brief.

ayhammouda/mentor

Use when the user asks how to learn a technology, wants a docs-first learning direction, mentorship compass, reading path, roadmap, or curated resources for a technical subject. Triggers: "how do I learn X", "what should I read for X", "learning path for X", "docs to learn X", "resources to learn X", "best way to pick up X", "where should I start with X", "I want to get into X". Does NOT trigger for debugging, code review, implementing a feature, explaining one isolated concept, or generating hands-on tutorials unless the user explicitly asks for practice.

adamaiken89/learn-something

Structured learning framework for any subject from text. Create syllabus + lessons + MCQ quizzes interactively with LLM. Study via CLI with spaced repetition (FSRS-6). Three-theory pedagogy: Marva Collins' Way (repetition, reframing, high expectations), Feynman Technique (explain-simply, find gaps), Desirable Difficulties (spaced/MCQ/retrieval). Cost-effective: content creation ~$0.10 per course; per-session cost = $0. Trigger: "I want to learn [topic]", "build curriculum for [subject]", "create learning module", "help me study [topic]", "/learn [topic]

quzhi-ai/deep-learning

苏格拉底式深度学习导师 —— 当你想"真正搞懂"一样东西（一个概念、一套系统、一个业务领域、一段代码、一篇文章的底层逻辑），而不只是要个答案时使用。它不一次性把答案倒出来，而是循序渐进地教、逼你用自己的话复述、追着问"为什么"直到根因，并全程维护一份 Markdown 学习清单跟踪理解程度。触发词："我想搞懂 XX""学透 XX""deep learning""带我学透""教我懂""讲透""我好像懂了又讲不清""考考我懂没懂""逐步教我""我想学 XX 但要真懂""帮我理解 XX 的原理"。只要用户表达出"要的是真懂、不是结论"的意图，哪怕没说"学透"二字也应触发。**不要用于**：① 纯事实查询（"今天周几""这个 API 怎么调"——直接答）；② 要快速产出的执行任务（写邮件/做 PPT/出报告——用对应执行工具）；③ 决策类（要不要做某事）、方案设计类（从零设计一个系统）、故障诊断类（查一个出问题的根因）——这些请用对应的专门工具。本 skill 专攻"理解已存在的知识"，不负责决策、设计、诊断。

angelapaia/tutor-de-skills

Tutor interactivo y adaptativo que enseña a crear skills de Claude desde cero a cualquier persona que nunca ha hecho una, subiendo por una escalera de 5 niveles de complejidad y construyendo skills reales con el alumno (modelo "yo lo hago / lo hacemos / lo haces tú"). Genera material explicativo en HTML siempre con la identidad de marca SalgadoIA. USAR SIEMPRE cuando el usuario diga "enséñame a crear skills", "tutoría de skills", "sesión de skills", "quiero aprender a hacer una skill", "no he hecho nunca una skill", "cómo se crea una skill", "mi primera skill", "forma a [alumno] en skills", "c

lanyasheng/self-improving-agent

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User explicitly corrects agent with direct correction like 'No, that's wrong', (3) User requests a capability that doesn't exist, (4) An external API or tool fails. CRITICAL: Maximum 1 learning log per user message. Do NOT chain multiple self-improvement actions.