Essay değerlendirme, rubric bazlı puanlama, geri bildirim yazımı ve improvement önerileri.
Classify an AI system under the EU AI Act (Regulation (EU) 2024/1689, KI-Verordnung) and determine compliance obligations. Walks Art.
Classify an AI system under the EU AI Act (Regulation (EU) 2024/1689, KI-Verordnung) and determine compliance obligations. Walks Art.
Assess compliance obligations under the EU Data Act (Regulation (EU) 2023/2854) for connected products, IoT devices, data sharing, cloud switching, B2B fairness, B2G data access,…
Student bearbeitet Hausarbeit mit Europarecht-Bezug: Anwendungsvorrang Verordnung direkt anwendbar Richtlinie richtlinienkonforme Auslegung Vorabentscheidungsverfahren. Art.
Eval rubric refinement engine · Solo Founder edition harness-optimizer. Scans all historical eval results (idea-eval / skill eval / agent eval), identifies dimensions where…
Design a scoring rubric and LLM-as-judge prompt to evaluate the quality of an AI feature's output. Use when asked to create an eval rubric, define quality dimensions, build an LLM…
Use when scoring AI legal output on formatting and structural quality — whether the output is organized appropriately for its type, uses correct heading hierarchy, presents tables…
Judge a single AI News Briefing card against the 5-axis quality rubric (factuality, novelty, source diversity, signal density, coherence) and persist the score.
Evaluate an existing visual artifact against a tradition, intent, and L1-L5 cultural/visual rubric.
Make an evidence-based hiring decision and produce a Candidate Evaluation Decision Pack (criteria + scorecard, signal log, work sample/trial plan + rubric, reference check script…
Evaluate trained machine learning models with the right metrics and comparison logic. Use for benchmark review, threshold selection, calibration, validation, and model comparison;…
Use when need explicit quality criteria and scoring scales to evaluate work consistently, compare alternatives objectively, set acceptance thresholds, reduce subjective bias, or…
Calibrate a reviewer persona with few-shot rubric examples so skepticism stays consistent and doesn't drift lenient over long runs.
Use after evolve-ship completes. Three sub-reflectors (instinct, gene, failure) run in parallel to extract lessons, update gene pool, and analyze any failures.
将已经讲完但尚未完成阶段门禁的一个章节整理成强类型教材清单，并在视觉模式下编译为公式可读、图片可见、知识点与全部对应例题逐项精讲的自包含 HTML/PDF。结构化工作区准备阶段完成证据、用户说 Markdown 公式仍是 raw LaTeX、图片缺失、要含课件/作业/Quiz/模拟考试题及答案的零基础讲义，或要求打印版时使用。
Build a backward-planned study schedule for an exam — using proven learning methods, not just re-reading — so you cover what matters and actually retain it.
Build or revise a per-course-code example-content payload (support/example_content/) — the ready-made course a teacher can pre-populate.
Creates hands-on student exercises and practice activities for learning prompt engineering. Use when the user asks to create student activities, practice exercises, or ha — from…
Creates hands-on student exercises and practice activities for learning prompt engineering. Use when the user asks to create student activities, practice exercises, or ha — from…
Build and use reusable interactive exercise islands for this Lessons site — multiple-choice and multi-answer questions, quizzes, and concept→definition matching/linking exercises.
Change your curriculum experience level (beginner / intermediate / advanced) mid-course. Takes effect immediately.
Structure a direct experience into a full learning cycle with concrete experience, reflection, and conceptual transfer.
Require a plain-language mechanism explanation before shipping, handoff, or review. Use when changes are largely AI-generated, learning-focused, or the developer may not…
Explain trained machine learning models through feature attribution, local explanations, and behavior summaries.
Build a complete explicit instruction sequence from teacher modelling through guided practice to independent work.
Use when learning Expo or React Native from Expo Learn, Expo tutorials, courses, YouTube resources, or official Expo docs and converting that learning into a production-ready…
Produce reviewable classifications/evidence with validation, safety checks, and structured output. Use when a teacher, tutor, or reading specialist needs this bounded workflow and…
Juristischen Fall zusammenfassen und strukturieren: Anwendungsfall Student oder Referendar muss langen Sachverhalt oder Urteil in praegnante Fallzusammenfassung fassen und…
Use when a task needs the judgment of a Family and Consumer Sciences Teacher, Postsecondary — mapping an FCS teacher-education curriculum to state/national content standards,…
Chấm / kiểm toán một cây plan item (theme › epic › story) ĐÃ CÓ trên FARE theo rubric chất lượng — mỗi story/epic/theme + cấu trúc tổng thể đạt chuẩn chưa (nghiệm thu được, đúng…
Give effective feedback that promotes learning and growth. Covers written feedback on student work, rubric design, peer review facilitation, and constructive critique techniques.
Analyse existing written feedback for quality, specificity, actionability, and impact on student learning.
The pedagogy of feeding — how to talk about food with children, what the Division of Responsibility model says, age-appropriate autonomy in eating, how to handle picky eating…
Prüft private Prüfungsordnungen, AGB-Schnittstelle, Anerkennung und Rechtsschutz im Prüfungsrecht Hochschule.
FERPA compliance reference — student records privacy, educational rights, consent requirements, and institutional obligations under the Family Educational Ri...
Use when implementing models that learn from minimal data or need to adapt to new market regimes rapidly.
Few-Shot Learning（少数例示学習）のパターンとベストプラクティスを提供するスキル。効果的な例示の設計、構造化、配置により、AIの出力品質を大幅に向上させます。
费曼学习法（Feynman Learning Technique）的结构化思维工具。基于 Richard Feynman 的学习方法论、认知科学等一手来源的深度调研， 提炼 4 个核心原理和完整的操作协议。 触发词：「费曼学习法」「Feynman technique」「费曼技巧」「以教代学」「学不会」「讲不明白」。
Produce reviewable typed annotations with validation, safety checks, and structured output. Use when a teacher, tutor, or language learner needs this bounded workflow and will…
Produce reviewable grouped words with validation, safety checks, and structured output. Use when a teacher, tutor, or literacy specialist needs this bounded workflow and — from…
Build a realistic plan to reach your first major savings/investing milestone — the hardest one — by focusing on the levers that actually move it: income, savings rate, and time.
Run fixed-rubric first-touch UX review loops on a real device or simulator, complementing static code/design review with evidence from actual operation.
A curriculum that teaches AI agents how to spend their own money. Ten lessons from "what is a wallet" to "your first x402 purchase." Teacher, not butler — ex...
Optimise a learning activity for flow by balancing challenge level, skill, clear goals, and immediate feedback. Use when students are bored, anxious, or disengaged during a task.
Regelt Gemeinnützigkeit, Schulförderung, Kita-Nähe, Mittelverwendung, Datenschutz und Interessenkonflikte.
Creates formative assessment strategies and instruments (exit tickets, polls, think-pair-share, quick writes) for educators to check understanding during instruction.
Design an adaptive assessment loop where each student response triggers the next instructional move. Use when building technology-enhanced formative assessment cycles.
Select the right formative assessment technique for a specific learning moment, purpose, and age group.
FreightClub/ShipStation Shipping Data Analysis v3.0 - Enhanced with Revenue Architect rubrics. Triggers on: "freightclub analysis", "shipping data analysis", "PLD analysis",…
Prüft Verlängerungsantrag, Krankheit, Betreuungsausfall, Nachweise und Ermessen im Prüfungsrecht Hochschule.
Decide whether to join, leave, use, rebuild, or ignore a club by checking for real people, repeated contact, output, access, and fun instead of officer-title theater or campus…
Get money for a student project through grants, sponsors, direct asks, crowdfunding, or campus resources without turning the project into bureaucratic sludge.
Analyse student work against criteria to identify specific gaps between current performance and learning objectives.
أنبوب implement→gate→review→PR→دمج تلقائي→نشر (بموافقة حيّة إلزامية)→تأكيد نصي+بصري، لمواصفة ميزة واحدة أو دفعة مواصفات مستقلة على teacher/student/master-admin (أو أي تطبيق GAS).
Generates a project closure report aggregating data from charter, plan-fact report, risk register, and lessons learned. Last artifact of the Closing phase.
Use when a task needs the judgment of a Geography Teacher, Postsecondary — grading a GIS spatial-analysis project for methodology rather than map polish, catching a…
Use when the user asks about past bugs, recurring mistakes, what went wrong before, or wants to avoid repeating errors.
Git/GitHub 용어를 클라우드 비유로 쉽게 설명하는 도움말 스킬. "commit이 뭐야?", "push랑 commit 차이", "깃 용어", "도움말", "PR이 뭐야?", "branch가 뭐야?", "깃 처음인데", "뭐가 뭔지 모르겠어" 같은 질문에 사용됩니다.
Branch 생성부터 PR 생성까지 자동으로 처리하는 검토 요청 스킬. "PR 만들어줘", "검토 요청", "리뷰 요청", "pull request", "수정 제안", "팀원한테 보여주고 싶어", "확인 요청" 같은 요청에 사용됩니다.