교육 코디네이터

Ship Learn Next

Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.

Jaykaijack0

Write Backward Design Article Create

Creates outcomes-first instructional articles using the Backward Design Article Create prompt from jeffbailey.us. Direct shortcut — skips framework selection. Use when the user says /write:backward-design-article-create.

jeffabailey0

머신러닝

Lesson Plan Skill

One-shot standards-aligned lesson plans — Common Core, NGSS, TEKS, IB, Cambridge, state frameworks. Takes a topic, grade, and duration; returns a fully formatted plan with objectives, standards, materials, Gradual Release pedagogy (I do / we do / you do), 13 sections, and ELL/SPED/Gifted differentiation. Covers K-12, college, and homeschool. USE THIS SKILL when the user says "write a lesson plan," "I need a lesson on X for Y grade," "plan a lesson," "45-minute lesson on," "Common Core lesson," "NGSS lesson," "emergency sub plan," "homeschool lesson," "multi-day unit," "IB MYP lesson," "first-year-teacher SOS," "TEKS-aligned lesson," or any phrase combining a topic + a grade + a duration. Output: markdown with YAML footer for sibling-skill handoff; optional PDF.

Jellypod-Inc0

DS Minor Course Substitution Reviewer

Review external university courses for substitution into Vanderbilt's Data Science Minor. Use this skill whenever someone asks about replacing, substituting, or transferring a course into the DS Minor — whether it's a study abroad course, summer course taken elsewhere, or transfer credit from another institution. Also trigger when someone provides a syllabus and asks whether it "counts," "works," "is equivalent," or "can replace" a DS Minor requirement. Trigger even for casual phrasing like "would this stats class from Georgia Tech count for DS 2100?" or "student took an intro DS course at Michigan, does it work?" or "can this summer Python course substitute for CS 1100?" This skill handles all 6 DS Minor requirement categories: Intro to DS, Programming, Statistics, DS Fundamentals, Machine Learning, and Electives.

jessespencersmith0

학술

Révision pédagogique - Détection d'ambiguïtés

Détection et analyse d'ambiguïtés dans les documents pédagogiques (énoncés de TP, consignes, grilles d'évaluation, instructions). Identifie les passages nécessitant clarification et génère un tableau de révision séquentiel. Utiliser quand l'utilisateur demande de réviser, clarifier, améliorer, identifier les ambiguïtés, ou analyser la clarté d'un document pédagogique. Formats supportés - texte, DOCX, PDF, MD, PPTX, images avec texte. Ne PAS utiliser pour révision linguistique OQLF.

jfdion0

영업 및 마케팅

Insightpulse Superset User Enablement

Create onboarding, training, documentation, and enablement flows for admins, data teams, and business users of the InsightPulse Superset Data Lab.

jgtolentino0

실험실 도구

Iterative Skill Refinement

Use when a skill exists but blind assessment shows it underperforms, or when iteratively improving a skill through experiment cycles while avoiding overfitting to fixed benchmarks

jhhuh0

데이터 분석

Cbi Curriculum Random Matching

Extract and match curriculum structure (content system table + achievement standards narrative) from pre-extracted curriculum data, then randomly select a topic bundle within a subject. Use only when user provided grade+subject. Do NOT use to write generalizations or questions.

JiHeeP0

Cbi Inquiry 3tier

Coach the user to generate 3-tier inquiry questions (factual, conceptual, debatable) that build a thinking path toward an approved micro generalization. Use only after generalization gate passed.

JiHeeP0

비서 및 행정 보조(법률, 의료, 임원 제외)

Cbi Generalization Coach

Coach the user to write and refine CBI generalizations (1-2 macro + 5-7 micro, total 7-9), then score using universality/relationality/abstractness. Enforce an 80-point gate for the macro generalization. Use after a curriculum topic bundle is selected. Do NOT proceed to inquiry questions or focusing unless passed.

JiHeeP0

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교육 코디네이터

프로젝트 관리 전문가

비서 및 행정 보조(법률, 의료, 임원 제외)

Enrich Teaching Guide

Enrich lesson frontmatter with teaching_guide metadata that helps teachers deliver content effectively. Reads previous lesson for progression context. Works on a single lesson, a full chapter, multiple chapters, or N specific lessons. Use when preparing lessons for teachers, adding pedagogical guidance, or enriching frontmatter with key_points, misconceptions, discussion_prompts, teaching_tips, and assessment_quick_check.

머신러닝

Skills Proficiency Mapper

Proficiency calibration specialist to plan skill progression the way a civil engineer thinks about load-bearing capacity—**measured, validated, and progressive**, by applying 40+ years of CEFR research, 70+ years of Bloom's taxonomy, and modern DigComp frameworks to create internationally recognized, measurable proficiency progressions.

Assessment Architect

Generate certification exams for chapters or parts. Extracts concepts first, then generates scenario-based questions. Use "ch X" for chapter, "part X" for part.

학술

Chapter Evaluator

Evaluate educational chapters from dual student and teacher perspectives. This skill should be used when analyzing chapter quality, identifying content gaps, or planning chapter improvements. Reads all lessons in a chapter directory and provides structured analysis with ratings, gap identification, and prioritized recommendations.

지식 베이스

Find New Patterns

Identify recurring patterns in tasks and wiki files that could become conventions

inno-se-toolkit0

영업 및 마케팅

Tech Skill Development

Analyze job descriptions for technology gaps, design targeted learning projects, and track skill development progress. Use when the user wants to identify what technologies they need to learn for a specific role, create a project plan for building those skills, or track progress on learning goals. Trigger phrases: skill gap, what do I need to learn, learning plan, tech skills, skill development, build a project to learn.

isaackehle0

Coaching Artifact Generator

Turn analysis artifacts into actionable coaching deliverables. Use when generating worker feedback, supervisor notes, training cases, audit-ready summaries, coaching sheets, 教育資料, 指導メモ, or audience-specific action documents from work-video analysis results.

ishidahra010

코드 품질

Writing Plans

Use when you have a spec or requirements for a multi-step task, before touching code

Istiaq-Edu0

건강 및 피트니스

MiniDecade — 3-Year Mastery System with Teacher AI

MiniDecade goal achievement and mastery tracking system for Obsidian. Manages long-term learning plans, tracks progress against goals, researches resources, and suggests next actions. Use whenever the user mentions goals, achievements, learning paths, curriculum, quarterly plans, progress reviews, field mastery, MiniDecade, 'what should I work on', 'how am I progressing', 'find resources for', 'update my plan', 'review my quarter', or any long-term skill development topic. Also trigger when setting weekly goals (connects to daily-brain skill), when the user asks to review their trajectory, or when they want to start learning something new. Even casual mentions like 'I want to get better at X' or 'what's next for my AI engineering path' should trigger this skill.

its-meseba0

Survey Builder

Generate pre/post/pulse surveys tied to learning outcomes. Copy-ready for Nancy. Use for "build surveys", "create survey", "post-survey".

프로젝트 관리

Dry Run Coach

Analyze recorded session walkthrough against run-of-show. Feedback on pacing, stories, energy, riffs. Use for "dry run feedback", "coach my rehearsal".

Session Architect

Design training sessions from intake to concept map to breakdown. Pulls from Notion. Use for "design a session", "new training", "build a workshop".

프로젝트 관리

Timing Check

Audit session timing with realistic estimates and Tim's time tax. Flags what to cut or expand. Use for "timing check", "will this fit".

Training Survey Builder

Generate pre/post/pulse surveys tied to learning outcomes and expectation alignment. Copy-ready for Nancy. Use for "build surveys", "create survey", "post-survey".

디버깅

Engagement Check

Audit session for passive stretches. Flags problems with exact scripted questions and timers. Use for "engagement check", "energy audit".

프로젝트 관리

Training Dry Run Coach

Analyze recorded session walkthrough against run-of-show. Feedback on pacing, stories, energy, riffs, mode drift, and expectation management. Use for "dry run feedback", "coach my rehearsal".

디버깅

Learning Loop

Continuous improvement through Ralph Loop reflection, instinct evolution, integrated research, and cross-session memory sync

jaebit0

머신러닝

Class Adoption

Adopt newer curriculum versions onto an existing class.

james-tn0