Office-hours triage for students who feel numb, obedient, lonely, or prestige-sick. Use a few forcing questions to find the missing lever, then give a short diagnosis, a live…
Strukturierte Eingangs-Abfrage fuer verwaltungsrechtliche Mandate. Klaert Sachgebiet (Bauen Gewerbe Polizei Beamtenrecht Schule Hochschule Subventionen Sozialleistungen Auslaender…
Trigger when: (1) User wants to create an educational/explainer video, (2) User has a vague concept they want visualized, (3) User mentions "3b1b style" or "explain like…
Author and maintain the MAW project-context overlay (`maw/project-context/`) — the project knowledge the pipeline injects into agents.
Derives your MBTI personality type from your own real Slack communication patterns over the past month.
Migrationsrecht einfuehrend: Aufenthaltszwecke Studium, Ausbildung, Beschaeftigung (Blaue Karte EU, Chancenkarte, Fachkraefte), Familiennachzug, humanitaere Gruende,…
Erklärt Elternrolle, Sorgeberechtigung, Vertretung, Anhörung Kind, Schule/Jugendamt/Familiengericht.
MiniMind 学习助手。自动记录学习笔记，识别 RMSNorm, LayerNorm, RoPE, Attention, LoRA, DPO, PPO, GRPO, SFT, RLHF 等术语。触发词：学习、开始、MiniMind、归一化、位置编码、注意力、训练、微调。
Create financial breathing room for students through fast relief, hidden institutional money, smarter timing, and compounding income moves.
Analysiert Moodle-Kursabschnitte auf 4K-Defizite (Kreativität, Kritisches Denken, Kommunikation, Kollaboration), fehlende Interaktivität und Multimedia-Lücken.
Fundamental movement skills and motor learning for physical education. Covers the three movement families (locomotor, non-locomotor, manipulative), the stage theory of motor…
Apply Mayer's multimedia learning principles to design effective audio, video, graphics, and animations that reduce cognitive load
Collect insights and learnings from subagents and other agents, store in Mupeng's memory system. Automatically aggregates lessons learned across all agent sessions.
Design iOS/Android app icons with Nano Banana 2. Use when making, replacing, or refining an app icon — runs a discovery brief, writes the JSON prompt, critiques the generated PNG…
Generate pedagogically-aligned slide decks from educational content using NotebookLM. Use when creating chapter slide presentations with proficiency-calibrated prompts.
출간 ready 직전 read-only critic. 8-item rubric 강제. 'looks good' rubber-stamp 금지. 라인 ref 필수. 2-round revision hard cap. '최종 QA', '출간 검수', 'rubric으로 평가' 류 트리거.
Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time.
Optuna Study Creator - Auto-activating skill for ML Training. Triggers on: optuna study creator, optuna study creator Part of the ML Training skill category.
Patient communication about oral health using motivational interviewing, age-appropriate education, and culturally sensitive messaging
Bootstrap completo della cartella-studente per qualsiasi esame. Intervista breve (nome, esame, data, syllabus), crea la struttura del contratto del file system, genera…
Analyze completed parallel workflows for lessons learned. Use when: reviewing workflow execution quality, identifying process improvements, evaluating skill effectiveness,…
Vision care education, treatment explanation, compliance counseling, and pediatric/geriatric communication adaptation
Health literacy-adapted materials, teach-back method guidance, and discharge instructions
Educational and knowledge transfer decision framework for explanations, tutorials, and learning guidance.
外部 LLM CLI (v2.0 では OpenAI Codex) を Reviewer として subprocess invoke する skill。 git diff + plan.md + rubric を組み立てて codex exec --json --output-schema に渡し、 structured JSON output を…
Use when completed work should produce reusable decisions, lessons, surprises, and patterns for future phases
Prüft Pilot-/Beta-Betrieb mit Kunden: Haftung, Datenschutz, Kennzeichnung, Verantwortung, Abbruchkriterien und Lessons Learned.
Document and abandon a feature worktree with reason and lessons learned. Use when the user asks to abandon, drop, give up on, or shelve a feature/branch/worktree.
PM career ladder rubrics from APM through VP/CPO across product sense, execution, leadership, strategy, and communication.
Validates PopKit compliance with Claude Code patterns using concrete standards and automated checks
Evaluates PopKit efficiency using concrete metrics for context usage, token consumption, and lazy loading validation
Evaluates PopKit user experience using concrete heuristics for command naming, error messages, and interaction patterns
Slack collaboration layer: extracts PR URLs from Slack messages and dispatches to engineering revision mode.
Experience-based and environment-based learning design drawn from Dewey and Montessori. Covers Dewey's criterion of continuity and interaction, the reflective-thinking cycle,…
Assess bias in medical prediction model studies using PROBAST tool. Use when user wants to evaluate the quality or risk of bias of a medical paper (text or PDF).
Bearbeta .cursor/learning-queue.md — pending, promoted, rejected. Använd när användaren ber om kögen eller efter domänagents arbete.
Write, refine, run, and QA promptfoo evaluation suites: promptfooconfig.yaml, prompts, providers, vars, tests, assertions, model-graded rubrics, transforms, datasets, exports, and…
ProProfs Quiz Maker integration. Manage data, records, and automate workflows. Use when the user wants to interact with ProProfs Quiz Maker data.
Automated bias assessment for diagnostic accuracy studies using QUADAS-C criteria. Requires full text input.
Create quadrilateral geometry figures with vertices, angles, diagonals, and labels. Use when rendering quadrilaterals in mini-lessons or geometry questions.
Conduct systematic quality reviews of instructional materials using established rubrics (Quality Matters) and design standards
Evaluates bias in medical literature (prognosis studies) using QUAPAS criteria. Use when the user wants to assess the quality or risk of bias of a medical paper text.
Create multiple choice, true/false, fill-in-blank, matching quizzes. Auto-generate plausible distractors. Instant grading with explanations.
Administers a structured comprehension quiz on a scoped code change to verify the reviewer genuinely understands it before approving or merging.
Use when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases.
Manage Al semantic memory entries — list, query, and clear lessons learned across loop iterations
Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing a report.
Implement ReasoningBank adaptive learning with AgentDB for trajectory tracking, verdict judgment, memory distillation, and pattern recognition to build self-learning agents that…
Retrospective facilitation and organizational learning for project teams. Covers retrospective formats (Start/Stop/Continue, 4Ls, timeline, sailboat), blameless postmortems,…
Use when review-lessons need to be consolidated into main .claude/rules/ — either auto-invoked after lesson extraction or manually triggered.
Riddle Quiz Maker integration. Manage Quizs, Users, Categories. Use when the user wants to interact with Riddle Quiz Maker data.
Risk Assessment Creator - Auto-activating skill for Enterprise Workflows. Triggers on: risk assessment creator, risk assessment creator Part of the Enterprise Workflows skill…
Risk değerlendirme oturumu kolaylaştırır. Verilen proje bağlamına göre olası riskleri kategorize eder, olasılık-etki matrisi üretir, mitigation önerileri sunar, ve risk register'a…
Identifies, scores, and prioritizes business risks across operational, financial, strategic, compliance, and technology domains.
RootCraft Learning System - An integrated learning methodology combining First Principles Thinking, Taxonomy-Based Classification, Feynman Technique, and Recursive Questioning for…
Develop clear scoring rubrics with defined criteria, performance levels, and anchor examples ensuring inter-rater reliability
rubric-eval_skill — Bewertet Ergebnisse gegen klare Kriterien (Evaluator-Optimizer): PASS / NEEDS_REVISION / FAIL. Trigger: QA-Bewertung.
Pruefung Satzungskompetenz fuer Koerperschaften und Anstalten des oeffentlichen Rechts. Kommunen Art. 28 Abs. 2 GG plus Gemeindeordnung Land.
Schnelle Erstbewertung einer Äußerung mit Ampel für Strafrecht, Zivilrecht, Plattform, Arbeitsplatz, Schule und Öffentlichkeitsrisiko.
老师使用分析 Skill是面向数据分析的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: school_teacher_usage.run.