Use when educators need to validate if their lesson plan covers all 3 Delegation subcategories (Problem/Platform/Task Awareness).
Use when an organization needs to identify and prioritize its regulatory and compliance risk exposure on an ongoing basis — scoring the likelihood and impact of specific…
Structures health education program design with behavior change theory and outcome evaluation. Use when designing health education, planning health promotion, or evaluating…
Turn a fuzzy repeatable job into a deterministic, versioned skill so the output is the same quality every single run — not "good when I'm watching, random when I'm not." One skill…
Scaffold a new GPU lesson using forge_scene.h for the rendering baseline
Tags harness-decomposed curriculum items (KUDs, LTs, criteria) with a school's developmental band metadata while preserving source voice and labels.
Eigenanteil und Grundausstattung der Hochschule sauber von DFG-Foerderung abgrenzen: Was muss die Hochschule stellen (Buero, Standardrechner, Sekretariat, Bibliothek), was darf…
Lessons learned from dftracer annotation sessions — real errors, root causes, and exact fixes. Loaded by each per-file annotation subagent at startup.
Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool. Use when Claude needs to assess the quality, risk of bias, or applicability of diagnostic accuracy…
Audita diagramas de mediação (path diagrams) em 6 domínios com rubrica de 4 níveis (Excelente, Adequado, Insuficiente, Crítico), score ponderado 0–100 e veredito com prioridades…
Design a diary study plan with prompts, duration, participant criteria, and analysis framework. Use when you need to understand user behavior over time in natural contexts.
Document pedagogical design decisions in educational materials using the didactic LaTeX package and \ltnote command.
Client education, meal planning communication, behavior change counseling, and motivational strategies
Digital art tools, techniques, and workflows for art education. Covers raster and vector workflows, digital painting, photo manipulation, generative and procedural art, 3D…
A two-spread digital e-guide preview — page 1 is a cover (display title, author, "What's inside" stats, table of contents teaser); page 2 is a spread (lesson body with pull-quote…
Identify and navigate genuine dilemmas in curriculum, school, or community contexts — tensions between competing goods that cannot be solved, only navigated.
Write prompts, system instructions, agent directives, slash commands, and skill descriptions using two stacked layers — outcome-first (define the destination, success criteria,…
Design a sequence where students compare AI's handling of the same question across disciplines, developing a mental model of where AI is reliable vs.
Meta-skill that orchestrates the discourse skill suite: routes between steel-man-argument, socratic-questioning, toulmin-argument-analysis, logical-fallacy-detector,…
Assess potential discrimination patterns and document protected class treatment disparities
Visual quality rubric for Triptych display tabs — panel-size constraints (800–1200px), dark theme alignment, hierarchy in a narrow panel, named tabs, "live" vs "dead" displays.
Turn scattered project rules, workflows, and hard-won lessons into a structured skills directory that future agents can route through before making changes.
distillation v2.0（第二輪退役 stub） — 三 phase 拆三層回歸：collect-evidence 進 `.claude/rules/workflow.md` §Distillation 對話準則、propose 進 session-start hook（lesson-pressure）、harden 進 `/harden`…
Use when a bug fix, architectural change, interface contract update, or recurring pitfall has been resolved and has clear reuse value — to record a durable lesson in project…
当你（作为某个经验蒸馏流程的执行者，例如把一份复盘文档里的候选经验落成项目资产）要判断一条候选经验该落成纪律文档 / skill / workflow / subagent 中的哪一种、以及落地时该怎么写才不走样时用。教一套归宿判断决策树 + 四类资产各自的落地手艺与反模式：事实性 / 项目专属的经验归纪律文档（条目带 why）；可复用的判断力 /…
Generalized rubric-driven optimization loop for improving or achieving a goal through repeated evaluation and refinement.
Stap 7 — verwerkt lessons learned van de afgeronde taak en voert compacte systeem-checks uit. Schrijft rapport in task doc. Volledige systeem-checks staan in doc-audit.
Comprehensive guide for creating by-example tutorials - code-first learning path with 75-90 heavily annotated examples achieving 95% language coverage.
Universal methodology for verifying factual correctness in documentation using WebSearch and WebFetch tools.
Generate or update documentation for the AI Hero API by reading the source code at ~/repos/ai/course-builder.
Design a complete document-based history lesson using the Reading Like a Historian four-part structure.
Update documentation based on lessons learned. Use after completing work to capture learnings and prevent future issues.
GDPR Art. 35 Data Protection Impact Assessment with threshold checking, risk registers, and EDPB criteria scoring. Use for DPIA evaluations. — from ThomasMoreAI/legal-skills-open
Bewertet Fernwartung und Drittlandtransfers in Krankenhaus-Clouds. Prüft Transfermechanismus und ergänzende Maßnahmen und erstellt ein nachvollziehbares Transfer Impact Assessment.
Prüft Drittversuch, Härtefall und zusätzliche Wiederholung im Prüfungsrecht Hochschule.
Design evidence-discovery and validation workflows for drug repurposing studies by integrating disease mechanisms, drug-target logic, expression reversal, real-world evidence, and…
Spezialfall Systemic-Risk-Assessment Art. 34 DSA: Methode der VLOP-Risikobewertung pruefen, vier Kategorien (illegale Inhalte, Grundrechte, Wahlen, Wohlbefinden Minderjaehriger),…
Use when you need maximum quality from a smaller/cheaper model — generates training data from a teacher model and fine-tunes a student model weights.
Strukturiert die Lessons-Learned-Nachbereitung eines Datenschutzvorfalls: Behandelt: Post-Mortem-Workshop; Ursachenanalyse Root Cause; Maßnahmenkatalog; Verantwortlichkeiten und…
Prüft Praxispartner, Studienvertrag, Exmatrikulation, Akkreditierung und Status im Hochschulrecht Länder.
Navigate Dubai as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.
Aural skills development covering interval recognition, chord quality identification, rhythmic and melodic dictation, sight-singing, and progressive pedagogy.
Produce reviewable teacher/student prompt set with validation, safety checks, and structured output. Use when a teacher, tutor, or reading specialist needs this bounded workflow…
Design an inquiry sequence anchored in a local ecosystem that embeds science or geography curriculum content.
Use when a task needs the judgment of an Economics Teacher, Postsecondary — designing an intro micro/macro sequence for a mostly-terminal non-major audience, diagnosing a miskeyed…
Use when a change is architecturally significant and spans three or more repos — to thread a hard-won lesson through an entire ecosystem with a single approvable plan.
Prüft ECTS, Workload, Anerkennung, Fehlverbuchung und Studienfortschritt im Prüfungsrecht Hochschule.
Verifies relationships between a source text (e.g. Episode, Task) and existing Knowledge Graph lessons.
Fetch, sync, and organize EdStem discussion threads for any course or institution. Use when checking for new EdStem posts, syncing course discussion forums, reviewing…
Assesses children''s data protection in educational technology. Covers COPPA school exception under Section 312.5(c)(4), FERPA intersection, parental rights, teacher consent…
Load the compact Edu session brief: identity, open commitments and hypotheses, proven lessons, recent sessions.
Use when a task needs the judgment of a K-12 Education Administrator (principal/assistant principal/district administrator) — making a school-level policy or resource-allocation…
Use when a task needs the judgment of an education administrator in a non-traditional setting — adult/continuing education, vocational or trade school, corporate/organizational…
Compétence en recherche en éducation et IA suivie sur arXiv sous cs.CY, cs.HC et domaines connexes. Couvre les systèmes de tutorat intelligents, l'apprentissage adaptatif,…
정답과 해설이 포함된 시험 문제지·모의고사·오답 분석표를 만들어 드립니다. 다음과 같은 요청 시 사용하세요: - "정보처리기사 실기 모의문제 10개 만들어줘" - "이 단원에서 나올 만한 내신 예상 문제 출제해줘" - "수강생 이해도 확인할 형성평가 퀴즈 만들어줘" - "공무원 5지선다 모의고사 만들어줘" -…
Use when a task needs the judgment of an Education and Childcare Administrator for Preschool/Daycare settings — running a preschool or childcare center's operations, evaluating a…
Explique un concept complexe de manière simple, progressive et avec des analogies. À utiliser quand l'utilisateur ne comprend pas quelque chose et a besoin d'une explicat — from…
Interpretation guidance for Urban Institute Portal datasets. Coded values (-1/-2/-3), year definitions, grade encoding, suppression, licensing, cross-source joins.
Discovers education data from Urban Institute Portal: endpoints, variables, year coverage, join keys (CCD, IPEDS, CRDC, Scorecard, SAIPE). Use to map questions to data.
Downloads education datasets from configured mirror sources (parquet/CSV) with local Polars filtering. Use when writing fetch scripts or retrieving CCD, IPEDS, CRDC, SAIPE data.