General
lees-rekeneisen
Expert on the Rekeneisen for Middelbaar Beroepsonderwijs (mbo) published by the Expertgroep Herijking Rekeneisen mbo (May 2020). Use for creating math problems for mbo students, va…
Data
education-data-source-nacubo
NACUBO endowment data covering ~650 institutions from 2012-2022. Portal exposes seven columns: total endowment, per-FTE, and year-over-year change for size and trend analysis. Full…
Content
genie-learn
Generate educational content (overview, lessons, tutorial, glossary, quizzes, podcast script, validation report, post-run audit) about a public GitHub repository. Clones the repo i…
Data
education-data-source-nccs
NCCS Form 990 data for private nonprofit colleges, IPEDS-matched, spanning 1993-2016. Provides revenue, expenses, assets, endowment, and governance details beyond IPEDS scope. Use …
Data
education-data-source-nhgis
NHGIS census geography crosswalks linking schools (ncessch) and colleges (unitid) to tracts, block groups, and CBSAs from 1990-2020. Use to connect education data with census geogr…
Data
education-data-source-saipe
SAIPE delivers annual Census poverty estimates for school districts. Use for district poverty analysis, Title I context, or trend tracking. Data carries an ~18-month lag. No race o…
Data
education-data-source-pseo
PSEO Census data connects graduates to employment via LEHD wage records. Provides earnings percentiles at 1, 5, and 10 years post-graduation by institution, degree, and CIP code. U…
Data
education-data-source-scorecard
College Scorecard links aid records to IRS and Treasury earnings data. Portal provides six sub-datasets covering earnings, loan repayment, and debt. Use when tax-record-based earni…
General
junior-chemistry-rj-textbook-sync
Convert Renjiao junior chemistry grade, volume, unit, and scenario into executable tasks for preview, practice, error correction, unit review, and exam prep. Turns memorization int…
Content
maak-lesplan
Generates complete lesson plans through an eight-step workflow: reading qualification files, team vision, choosing instructional models, defining lesson context, setting goals, rev…
Content
agentprivacy-pedagogue
Privacy Education Designer for privacy systems. Activates for armor-tier-matched instruction, value-before-understanding onboarding design, spellbook-as-curriculum development, pro…
Content
art-history-movements
Reference covering twelve major art movements from Renaissance to contemporary, including characteristics, key artists, signature works, and historical context. Supports analysis, …
AI / ML
cogniforge-math-pipeline
Diagnose, build, and repair a math pipeline that handles BAC questions. Use when responses mix languages, lack LaTeX or boxed answers, use incorrect delimiters, miss step-by-step s…
General
knot-theory-educator
Visualizes and explains braid theory, knot mathematics, and topological concepts for education. Creates interactive visualizations, explainer cards, step-wise animations, and trans…
General
junior-english-rj-textbook-sync
Convert Renjiao junior English grade, volume, unit, and scenario into executable tasks for preview, practice, error correction, unit review, and exam prep. Shifts focus from word l…
General
junior-english-wy-textbook-sync
Convert Waiyan junior English grade, volume, unit, and scenario into executable tasks for preview, practice, error correction, unit review, and exam prep. Shifts focus from word li…
General
junior-english-yl-textbook-sync
Convert Yilin junior English grade, volume, unit, and scenario into executable tasks for preview, practice, error correction, unit review, and exam prep. Shifts focus from word lis…
Productivity
nilai-kelompok
Evaluates group assignments for MK Komputasi Awan. Investigates the repository, counts weekly commits per member, applies baseline floor role-aware scoring, generates a Markdown re…
Productivity
agent-parent-companion
Converts parental learning support questions into low-pressure, executable scripts with built-in review checkpoints. Breaks family study sessions into small, communicable steps tha…
Design
concept-diagrams
Generates flat, minimal SVG diagrams in standalone HTML files using educational visual language, semantic color ramps, and automatic dark mode. Covers physics, chemistry, math, mec…
Content
curriculum
Generates a structured, adaptive curriculum directory of markdown modules (ELI5, Core Concepts, Deep Dive, Supporting Material, Understanding Check) plus an append-only JSONL asses…
General
junior-biology-bs-textbook-sync
Convert Beishida junior biology curriculum units into executable tasks for preview, practice, error correction, review, and exam prep. Transforms textbook content into visual, expl…
General
junior-biology-rj-textbook-sync
Convert Renjiao junior biology curriculum units into executable tasks for preview, practice, error correction, review, and exam prep. Transforms textbook content into visual, expla…
General
junior-chinese-composition
Guides junior Chinese composition from one-off writing to full-process support: topic analysis, thesis, material selection, structure, language, and revision. Outputs modifiable, r…
General
junior-chinese-tongbian-textbook-sync
Convert Tongbian junior Chinese grade, volume, unit, and scenario into executable tasks for preview, practice, error correction, unit review, and exam prep. Clarifies exact learnin…
General
junior-chemistry-lk-textbook-sync
Convert Luke junior chemistry curriculum units into executable tasks for preview, practice, error correction, review, and exam prep. Emphasizes explaining phenomena, writing symbol…
General
junior-chinese-exam-review
Transforms junior Chinese exam prep from random drills into a closed loop of diagnosis, priority setting, timed practice, error review, and retesting. Clarifies what to focus on da…
General
junior-english-exam-review
Transforms junior English exam prep from random drills into a closed loop of diagnosis, priority setting, timed practice, error review, and retesting. Clarifies what to focus on da…
Content
artefakte-generator
Top-level orchestrator that produces classroom-ready artifacts (worksheets, slides, posters, diagnostics) from TUV input. Trigger on explicit artifact or material requests; require…
Productivity
gesamtnoten-aggregation
Aggregates individual assessments from performance, behavior, and final formula analysis into an overall grade. Accounts for varying weights across certificate areas and outputs a …
Content
klausur
Generate complete Business English exams for NRW commercial vocational colleges, each including an expectation horizon and grading rubric. Always deliver both the exam and the full…
General
pruefungsgespraech-ag
Simulates oral examinations in the German AG tradition: poses questions, follows up, and withholds answers until the student works them out. Activates on prompts for oral practice,…
Content
bookshelf4md-author
Generates Bookshelf4MD format textbook and study material Markdown documents. Follows AI_GUIDELINE.md for frontmatter, page splits, media paths, and code blocks when creating educa…
Research
mendel
Genetics mentor covering heredity, inheritance patterns, Mendelian laws, dominant/recessive traits, gene segregation, Punnett squares, classical genetics, and the philosophy of pat…
Research
korean-scholarship-search
Search Korean scholarship programs across KOSAF, universities, foundations, and public sources, extracting award amounts and eligibility while filtering by school, income, student …
Content
maak-oefening
Creates scaffolded exercises for MBO level 4 Software Developer students. Progresses from easy to advanced with hints and example solutions. Triggered by exercise requests or comma…
General
education-platforms
Compares and implements course platforms including Teachable, Kajabi, Thinkific, and custom LMS solutions. Advises on selection criteria, migrations, tech stack decisions, and buil…
General
junior-chinese-modern-reading
Elevates junior modern Chinese reading from answer-matching to text comprehension, evidence finding, expression, and method transfer. Outputs modifiable, reviewable tasks instead o…
Content
ml-content
Create publication-grade ML explainer videos and carousels using real manimGL with self-arranging Mobjects, transform-driven beats, and meaning-carrying motion. Overlap is prevente…
Content
burgerschap-ontwerp
Design and develop citizenship education curricula for vocational training. Covers lesson series, learning objectives, activities, assessments, and differentiation aligned to quali…
Content
artefakt-arbeitsblatt
Generates differentiated student worksheets (n1/n2/n3) as DOCX from parsed TUV input. Outputs task sheet plus separate solution manifest; triggered only via artefakte-generator or …
Content
manim-skill
Generates production-grade mathematical animations with Manim Community Edition that avoid generic AI aesthetics, suitable for concepts, equations, proofs, algorithms, and 3Blue1Br…
Content
wvk-wissenstypen
Classifies curriculum content into WVK categories (Wissen/Verstehen/Können) to align instruction and assessment. Use when planning lessons, writing learning objectives, or selectin…
Content
maak-presentatie
Produces full teacher presentations with speaker notes and visual suggestions per slide in ROC Nijmegen house style or chosen format. Triggered by presentation requests for Softwar…
Content
senior-chinese-tongbian-textbook-sync
Synchronized practice for Tongbian high-school Chinese covering pre-class preview, homework, unit review, error correction and exam prep. Parameters control grade, volume, unit, to…
General
tutor
Interactive quiz tutor for Obsidian StudyVault learning. Activates for diagnostic assessments, topic reviews, weak-area drills, progress checks, or phrases like "quiz me", "test me…
Research
wohlbefinden-lernen-mapper
Map evidence-based connections between wellbeing initiatives and specific academic learning outcomes. Use when justifying wellbeing programs, integrating SEL, or linking pastoral a…
General
lescontext-sd
Always gather required lesson context such as group size and duration before creating or discussing lessons, lesson plans, activities, or teaching formats when users request educat…
General
frist-und-datum-verstehen
Explains legal deadlines and dates for German as a second language learners. Clarifies legal terminology, risk level, required actions, and drafts respectful responses in plain or …
Content
maak-opdracht
Builds comprehensive assignments covering full course content for MBO level 4 Software Developer students. Differs from exercises by encompassing entire subject matter rather than …
Content
teacher-chemistry-lesson-planning
Turns a chemistry topic into coherent lesson design with objectives, activities, questions, practice, and assessment centered on particle models, experiments, notation, and reactio…
Content
content-evaluation-framework
Applies a weighted 6-category rubric to assess book chapters, lessons, or educational content for technical accuracy, pedagogy, writing quality, structure, AI-first teaching, and c…
General
junior-chemistry-exam-review
Turn junior chemistry exam prep into a closed-loop process of diagnosis, priority drills, timed practice, error review, and retesting. Helps identify focus areas and measure daily …
Content
lautes-denken-skript
Creates scripts demonstrating expert thinking processes for specific tasks. Models problem-solving, writing, reading comprehension, and analytical workflows through think-aloud nar…
Content
quarto-lecture
Creates Quarto (.qmd) lecture scripts for Single Source Publishing: interactive Moodle sites plus static PDF textbooks, with quizzes, case studies, and bilingual (German/English) s…
General
cowork.erstelle_sequenz_initial
Bootstraps a new sequence from curriculum anchors. Accepts subject, learning area, and lesson count; optionally accepts competency progression or anchor figure. Outputs a stub YAML…
General
exam-analyzer
Analyze past exam PDFs or crop individual questions as images. Supports automatic keyword extraction, section-based natural language queries, and per-question splitting for all sub…
General
junior-chemistry-quick-practice
Daily practice generator for junior chemistry aligned to specific grades, books, units, and difficulty. Supports quick reinforcement and progress tracking through parameterized ses…
Content
science-popularization-article
Creates science popularization articles with titles and outlines from medical topics and style inputs. Use to produce public-facing educational content on medical or scientific sub…
General
agent-question-explanation
Explains problems until students can restate the solution: identifies sticking points, breaks concepts into age-appropriate language, then confirms understanding with variant quest…
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