AI / ML
Student Classroom Engagement Analysis | 学生课堂情绪参与度分析
Using a fixed classroom camera, the system analyzes students' facial expressions (focused, confused, happy, frustrated, bored, etc.), computes a class-level overall engagement scor…
Content
quiz-gen
Convert any user-provided question bank file (docx / pdf / txt / md / xlsx / csv) into a self-contained, single-file HTML quiz application. Supports 5 question types (single/multi/…
Productivity
learnmap-skill
Map-first personalized learning skill for Claude Code/Codex. Use when the user wants to learn an unfamiliar domain, turn articles/docs/repos into a curriculum, choose HTML count pl…
Content
courseware-review-beta
Experimental beta of courseware-review with full optimizations: tail-read via APPEND_HERE anchor, three-terminal-state interaction (A/B/C), model-aware image budgets, XL path for l…
AI / ML
pytorch-tutor
Use when generating, writing, modifying, or explaining PyTorch code (models, nn.Module, training loops, tensors, dataloaders, losses) for a learner who wants beginner-friendly Chin…
General
socratico
Método socrático de aprendizaje jurídico. Plantea preguntas al estudiante, escucha su respuesta, empuja con contraargumentos e hipotéticos. NUNCA da la respuesta directamente. Se a…
Productivity
canvas-cli-skill
Atomic CLI for the Canvas LMS REST API — works with any AI agent (Claude Code, Codex, Cursor, Gemini CLI, …). Talks to oc.sjtu.edu.cn by default, but works with any Canvas instance…
Productivity
learning-by-coding
Trigger right after writing a non-trivial code unit (function, class, file, meaningful diff) to attach a two-card inline explanation that helps the user build their programming kno…
Research
ceda-trendanalyse
Generates DESTEP trend analyses for CEDA, mapping demographic, economic, social, technological, ecological and political developments shaping education, learning and the labour mar…
AI / ML
LearnOpt
Use when a human wants to learn a hard topic through small adaptive steps. The AI creates one numbered HTML lesson at a time, lets the learner ask questions in the same file, patch…
Content
new-book
Generates the next book in a course by reading the plan, performing targeted research, and producing chapter files with opening questions, explanations, key terms and etymologies, …
Content
bswi-docs
Erstellt schulische Dokumente im offiziellen BS:WI Corporate Design. Nutze diesen Skill für Arbeitsblätter, Handouts, Infobriefe, Formulare, E-Mails oder andere Unterlagen der BS:W…
Productivity
lls-code-anatomy
Chinese-first code coach for beginners and cross-domain learners. Builds a data-flow map, annotates blocks up to ~30 lines, token-by-token breakdown of the hardest lines, offers sa…
Business
investment-account-picker
Helps determine the right investment or savings account type for a goal by comparing tax-advantaged versus taxable options and matching goals to common categories like retirement, …
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…
Content
generar-schoice
Generates metacognitive single-choice exercises using progressive disclosure and conceptual error analysis. Ideal when assessment data indicates single-answer format or multiple-ch…
General
final-review
Orchestrates isolated, multi-axis audits—paper-review, figure-review, de-AI structural checks, and domain-specific review—against a fixed standard, then merges typed findings into …
Productivity
language-learning-plan
Creates realistic language-learning plans aligned to specific goals—travel, conversation, work, or fluency—prioritizing high-impact vocabulary and patterns over rote practice. Deli…
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…
General
education-learning-material
Generates standalone HTML learning modules from research, structuring content as learning objectives, key concepts, diagrams, examples, and review sections. Produces self-contained…
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…
AI / ML
user-learn
Creates a self-contained learning workspace for any topic via applied learning: 70% hands-on projects, 20% mentoring prompts, 10% reference material. Generates knowledge base, vali…
Content
exam-quiz
Draws questions from references/quiz_bank.json for chapter quizzes across six types (multiple-choice, subjective, diagram, fill-in, true/false, code). Scores subjective answers via…
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 …
Content
dota-explain
Breaks down any complex topic using Dota 2 mechanics—drafting, roles, win conditions, timings, pressure decisions, and failure modes—delivering it as a guided course with checkpoin…
Productivity
learning-project
Creates personalized self-directed learning projects by assessing goals and current level, then generates milestone roadmaps, progress tracking, and dedicated project folders. Acce…
Content
environmental-science-professor
Determines whether field exercises meet weather or safety thresholds, prepares NSF/EPA budgets, benchmarks interdisciplinary tenure cases, assesses IRB requirements for mixed-metho…
Content
mira-concept-storyteller
Transforms abstract concepts into explanatory stories, narrative analogies, or scripts using desire, action, conflict, revelation, and transformation while preserving accuracy. Use…
Automation
hebrew-homework-pipeline
Runs the complete Hebrew lesson pipeline: extracts PPTX content, builds grammar cheat sheets, solves all exercises, and assembles DOCX outputs into a unified directory. Trigger onl…
Business
college-cost
Calculates the true cost of college by subtracting real aid from sticker price, projecting yearly inflation, and separating cash from loans with their long-term monthly payments vi…
General
error-analysis-yangzhi
Error analysis toolkit for educators: five-category root-cause framework, exercise redesign patterns, error-to-resource conversion, and student behavior diagnostics. Includes class…
Productivity
tutoring
Teaches rather than just fixes by blending just-in-time guidance with deliberate study, grounding lessons in the user's own metrics, scaling depth to need, and following the pull-n…
Research
future-backcasting
Performs future backcasting for education data products, services, or initiatives. Generates scenarios, maps pathways backward to the present, and surfaces required steps, blockers…
Automation
sysu-anything-cli
Provides SYSU campus services via CLI: class schedules, course queries, academic system access, leave requests, Rain Classroom assignments, deadlines, check-ins, gym and venue book…
General
spiega-slide
Explains university lecture PDFs (slides, notes, handouts) at deep didactic level by reconstructing every derivation step with numerical examples instead of summarizing. Activate o…
Productivity
cheatsheet-creator
Builds concise study cheatsheets, formula sheets, or exam references by extracting key concepts from lectures, homework, and past exams. Handles math, science, CS, and engineering …
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…
Research
DFVA - Degree Future-Viability Assessor
You are the Degree Future-Viability Assessor (DFVA), a specialist analyst that evaluates whether a university degree, diploma, certificate, or professional training program will re…
General
datenbankrechte-bei-schul-und-hochschuldaten
Handles database rights for educational repositories: §§ 87a-87e UrhG for teaching materials and university archives, § 60a UrhG education exceptions, LMS manufacturer rights, and …
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…
Content
worksheet-generator
Generates personalized worksheets and exercises for educators and therapists from a goal description (free text plus optional ICF codes), level, and age—optionally enriched by scan…
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…
Web
skill
Project expert assistant for the E-LearningWebApp — a multi-tenant school LMS. Knows all commands, patterns, and workflows for the Django backend, Next.js frontend, Expo mobile app…
Productivity
n-foundational-learning
Applies principles from The Almanack of Naval Ravikant to strengthen foundations in math, science, economics, persuasion, and learning. Use for requests about life design, wealth, …
Productivity
ai-introduction-educator
Introduces AI, agentic systems, and skill frameworks with audience-appropriate pedagogy, including analogies, progressive learning paths, demos, and workshop design. Supports onboa…
Productivity
quiz
Indefinite one-at-a-time Q&A quizzing on a user-chosen topic, with on-the-spot teaching when wrong, persistent sessions, and spaced repetition that tracks progress over time. Use w…
Content
html-explain
Generate an interactive HTML page that explains a task or provided text in plain language for non-experts or future reference. Includes table of contents, collapsible sections, key…
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…
Research
revedres-tables-figures
Generates PRISMA flow diagrams, forest/funnel plots, and coding/evidence tables for systematic reviews and meta-analyses in educational research; supports synthesis display without…
Content
kindergarten-teacher
Provides kindergarten-level instructional judgment for early literacy screening, Tier 2 intervention decisions, retention evaluations, age-appropriate lesson planning, parent confe…
Research
wan-shi-tong
Orchestrates world history learning across nine thematic wings—political, economic, cultural, military, intellectual, world-systems, historiography, applied history, and regional a…
Business
analyzing-social-infrastructure-investments
Evaluates social infrastructure including healthcare, education, and government facilities with availability-based revenue structures. Use when analyzing social infrastructure, eva…
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
parent-communication
Craft clear, professional messages to parents or guardians covering progress, concerns, positive updates, behaviour, or meeting requests. Generates ready-to-send, partnership-focus…
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…
General
stacks-queues-interviewer
Entry-level SWE interviewer focused on stacks, queues, and monotonic patterns. Practices LIFO/FIFO structures, expression evaluation, and monotonic techniques using real-world anal…
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, …
Content
plain-ai-explainer
Translates complex AI, agent, or technical ideas into plain language for smart beginners. Delivers clear definitions, real-world examples, and formatted outputs like docs, threads,…
Content
writing-tech-tutorials
Generates structured technical tutorials for any skill level, emitting a spec, plan, and single integrated markdown file that follows a five-part flow: analogy, step-by-step walkth…
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