Analyze the current session for mistakes, tool failures, workarounds, and misusages that occurred while executing a skill, then append them to that skill's Gotchas section.
Entwirft Vergleichs- und Sanierungsstrategie nach Vorfall: Patch, Austausch, Entschädigung, NDA, Behördenkommunikation und Lessons Learned.
Volltext-Templates fuer Versorgungsordnungen und Betriebsvereinbarungen (Duesseldorfer Schule) der betrieblichen Altersversorgung: Anpassungsklauseln nach Paragraph 16 BetrAVG…
Generate distinctive educational visuals using creative brief methodology. Use when creating chapter illustrations, diagrams, or teaching visuals with Gemini.
Quarterly debt review. Calculates payoff timelines and total remaining interest cost for all outstanding loans (mortgage, auto, student, credit card, personal).
Monthly net worth snapshot. Aggregates all asset balances (checking, savings, HYSA, brokerage, 401k, Roth IRA, Traditional IRA, HSA, real estate equity) and subtracts all…
Use when the user wants to teach / learn an English word as a video — turn a single English word into a self-contained HLS "supercut" lesson built from the mira video base.
Design engaging workshops, conference talks, and educational presentations. Covers learning objectives, activity design, slide craft, and facilitation techniques.
Skill chuyên dụng để tạo trang web khóa học WordPress hoàn chỉnh với custom theme: Google Auth, hệ thống bài học + video Drive bảo mật, VIP membership, khóa/mở bài, khuyến mãi,…
Klassifiziere Curriculum-Inhalte in WVK-Kategorien (Wissen/Verstehen/Können), um Unterricht und Beurteilung abzustimmen.
Yoga practice with an emphasis on alignment, props, and staged progression as the Iyengar lineage teaches it, alongside enough context about the broader lineage landscape…
This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct…
Run a structured after-action review (postmortem, retrospective) on a launch, incident, or completed project to capture timeline, root cause analysis, contributing factors, and…
Design multi-objective e-commerce product ranking combining relevance, conversion, and business metrics.
This skill should be used when content teaches patterns (skills, subagents, ADRs, PHRs, specifications) that have canonical sources elsewhere.
Ship and capture lessons workflow. Creates the PR, updates lessons learned, updates documentation, generates the sprint retrospective, and updates the backlog.
Activate this skill when a student provides study material (PDF or pasted notes) and a syllabus, and wants to prepare for an exam.
Designs a realistic, execution-aware biomedical study version under explicit constraints of samples, time, budget, data access, lab capacity, team skill, and validation resources.
Evaluate a FlowGoal against its evidence ledger and update lifecycle status to one of {pass, incomplete, fail, needs_human_review, blocked} by running deterministic verification…
Apply Bloom's revised taxonomy to classify learning objectives and design assessments across six cognitive levels.
Apply constructivist learning theory to design instruction based on active knowledge construction, scaffolding, and the zone of proximal development.
Apply Hierarchical Linear Modeling (HLM) to analyze nested data structures with random intercepts and slopes, accounting for intra-class correlation and cross-level interactions.
This skill should be used when the user says \"manage my classroom\", \"create a course\", \"list my classes\", \"add a student to a course\", \"assign coursework\", \"invite a…
Educational pack for holomorphic dynamics, complex iteration, fractal geometry, and data-driven dynamics (DMD/Koopman).
Comprehensive guide to Learning Path patterns for the Plataforma B2B de treinamento técnico corporativo educational platform.
Use this skill when a developer wants to annotate their LLM outputs, set up an annotation process, or improve existing annotations.
Comprehensive guide to localStorage patterns for the Ultrathink educational platform. This skill covers schema design, error handling strategies, quota management, and…
This skill trains machine learning models using automated workflows. It analyzes datasets, selects appropriate model types (classification, regression, etc.), configures training…
Designs a structured real-world evidence study using EHR, claims, or registry data, with explicit handling of time zero, eligibility windows, exposure definitions, outcome…
Refine quiz questions in TelNetQuiz CMS production data at cli/content/data/prod/chapter-*.json. Plan-first audit of each question against PUEBI/EYD ejaan, KBBI vocabulary, SPOK…
This skill should be used to retrospectively scan all project session logs for unaddressed deferred items and unrecorded knowledge/lessons insights, cross-reference evidence to…
Semantic model for the student_club database (college student club events, members, budgets, expenses, income). Load this skill when the user is querying the student_club database.
Update, edit, and extend the Точка Сборки course project — add new Meetings, insert sections into existing lessons, fix formatting, and automatically cascade changes to INDEX.md,…
This skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
Validate quiz content quality from two POVs — Guru TKJ (curriculum alignment, technical accuracy, Bloom taxonomy, distractor-as-real-misconception, indicator coverage) and Siswa…
Transform a user's builder vision into a complete, executable GSD mission package. Use this skill whenever a user has described what they want to BUILD (a product, tool, feature,…
Generate interactive anatomy quizzes for medical education with multiple.
Systematic approaches to curriculum design using backward design and alignment
Annotated deep learning paper implementations with code walkthroughs
참고 자료 분석 → 커리큘럼 생성 → 프리젠테이션 작성 → 강의계획서 생성 워크플로우
A Tour of Go 공식 소스 기반 슬라이드 한글 번역 (프로젝트 파일 분석)
Conference papers on graph neural networks and graph learning
Design personalized learning plans for skills, topics, and career development
Help humans learn through partnership, not instruction.
Design and implement a complete ML pipeline for: $ARGUMENTS
Analyzing MOOC data, learning analytics, and online education metrics
Fırsat puanlama, scoring rubric ve go/no-go karar verme rehberi.
블로그에 새로운 스터디(공부하기) 콘텐츠를 추가하는 워크플로우. 챕터 구조 설계, 인프라 설정, 콘텐츠 생성을 포함.
스터디 콘텐츠에 대해 질문에 답하고, 사용자 승인 시 해당 내용을 마크다운에 추가한 뒤 배포하는 워크플로우.
Build this skill automates the adaptation of pre-trained machine learning
HSK4級レベルから流暢さを目指す学習者向け。中国語表現の使用場面・自然さを分析し、作文を「ネイティブらしい流暢な表現」に改善。bilibili等のコンテンツ理解とネイティブとの会話をサポート。実際の用例をWeb検索で提示
Deploy this skill enables AI assistant to deploy machine learning models
タスク実行時に教育的な解説を追加するスキル。コード実装、設定、コマンド実行などの 作業を行う際に「なぜそうするのか」「何が起きているのか」を説明し、学習効果を高める。
把教师资格证备考从“泛泛刷题”变成诊断、提分优先级、限时训练、错题复盘和下次复测的闭环，帮助用户知道现在最该抓什么、每天怎么练、怎么判断有没有进步。 Workflow: teacher_certification_sprint.run.
帮助语文老师生成少而准、可批改、能反映真实掌握情况的分层作业，避免把作业变成题量堆叠。 Workflow: teacher_chinese_homework_generation.run.
帮助语文老师把“这节课讲什么”升级为目标、活动、提问、练习和评价一致的课堂设计，重点围绕阅读、表达、积累和思维品质。 Workflow: teacher_chinese_lesson_planning.run.
帮助语文老师把一个单元复习成知识结构、典型错因、主动回忆和再练习的闭环，而不是重新讲一遍。 Workflow: teacher_chinese_unit_review.run.
把班级练习、错题和课堂观察整理成老师能立刻调整教学的学情判断，而不是只给平均分。 Workflow: teacher_class_analysis_lite.run.
帮助英语老师生成少而准、可批改、能反映真实掌握情况的分层作业，避免把作业变成题量堆叠。 Workflow: teacher_english_homework_generation.run.
帮助英语老师把“这节课讲什么”升级为目标、活动、提问、练习和评价一致的课堂设计，重点围绕词汇、语篇、听说读写和真实语境使用。 Workflow: teacher_english_lesson_planning.run.