Prüft Lernplattformen, M365, Auftragsverarbeitung, Datenschutzfolge und Elterninformation im Schulrecht Länder.
Verbatim reference for all 320 NIST 800-171A Rev 2 assessment objectives, plus the Rev 2 → Rev 3 control crosswalk.
Consulting learning capture and knowledge persistence. Records engagement insights, framework pitfalls, and client-specific patterns from completed consulting tasks.
Education learning capture and pedagogy knowledge persistence. Records instructional insights, theory application lessons, and curriculum pitfalls.
Theory-grounded lesson planning with curriculum alignment and Constructive Alignment. Supports single-lesson, unit, and course design with differentiation strategies.
Instructional material creation with pedagogical scaffolding and UDL principles. Worksheets, handouts, slides, and visual aids with differentiated access.
Coaching as teaching — John Wooden's Pyramid of Success, practice design, feedback quality, instructional economy, and the craft of deliberate skill development.
Educational code development skill that teaches programming concepts while building applications. Use when the user wants to learn how code works, understand programming concepts,…
Assess code maintainability through 5 foundational qualities (cohesion, coupling, encapsulation, testability, non-redundancy) with quantifiable scoring rubrics.
Provides quantitative rubrics and criteria for scoring code quality on a 1-10 scale. Use when reviewing code, performing code audits, establishing quality baselines, comparing…
Use this plugin when the user wants a high-end, dark cinematic hero section for a coding-education / bootcamp landing page (CodeNest): full-screen HLS background video,…
Critic phase for codex-pr-lessons playbook — analyze a PR and extract quality signals
Distillation phase for codex-pr-lessons playbook — compress raw learnings into patterns and update skills
Plan phase for codex-pr-lessons playbook — load state, determine next batch of PRs to analyze
Threshold verification for codex-pr-lessons playbook — determine if distillation should trigger
Sweller's Cognitive Load Theory (CLT) for agents writing skill content, designing prompts, building UI/dashboards, and authoring documentation.
Cohort and segmentation analysis playbook. Use for cohorts, retention, churn, conversion, lifecycle stages, entering classes, patient/student/customer groups, segment comparisons,…
Extract historical content from STATE.md into cycle files (burst logs, adversary passes, session checkpoints, lessons). Slims STATE.md to <200 lines.
Use when you have developed a new machine learning model for predicting metabolomic profiles from microbiome data and need to quantify its performance improvement over existing…
Toegang tot het Hogeschool Utrecht Open-ICT competentiekader voor het analyseren en begrijpen van studentcompetenties en beroepstaken.
Build and operate the "Compliance Evidence Mapping for lifelong learning plans" capability for lifelong learning plans.
Use when reviewing completes or work is intentionally abandoned. Extract durable patterns, decisions, and failures into history/learnings, then promote only critical reusable…
Computational thinking as a problem-solving discipline independent of programming languages. Covers the four pillars (decomposition, pattern recognition, abstraction, algorithm…
Design progressive concept scaffolding with cognitive load management. Use when breaking down complex concepts into learnable steps for educational content.
Conduct a project or sprint retrospective by gathering data from status reports and velocity metrics, structuring what went well and what needs improvement, and generating…
Facilitate structured post-incident reviews to identify root causes, document what worked and failed, and produce
Use when targeting Conference on Learning Theory (COLT) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Conference on Lifelong Learning Agents (CoLLAs) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Conference on Machine Learning and Systems (MLSys) or deciding whether a computer-science manuscript fits this venue.
Generate optimized conference schedules using Google OR-Tools CP-SAT solver. Use when the user needs to create conference schedules from CSV data with constraints like speaker…
Triage an app's session lessons (apps/
/.claude/tasks/lessons.md) by strongest-permanence-first (ENFORCE > DOCUMENT > REMEMBER), promote reusable rules into gates/conventions,…
Piaget's constructivism, schema theory, and cognitive development as practical tools for curriculum design.
Takes the active conversation as reference to understand how a skill can be created, with all the lessons learned from the users need in the conversation.
Respond to CEU or professional credit inquiries. Use when a learner asks whether a course qualifies for continuing education credits.
Capture, structure, and recycle lessons from active and closed legal matters. Three modes: in-flight capture (triggered by scope changes, risk events, status updates — highest…
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use. — from general/education-learning
Self-improvement patterns for AI agents to learn from feedback, errors, and successful patterns across sessions
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use. — from majiayu000/claude-skill-registry
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use. — from majiayu000/claude-skill-registry-data
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
Use when you have mass spectrometry imaging (MSI) data with ion images that need low-dimensional representation learning for downstream tasks like co-localized ion searching or…
Use when when you have mass spectrometry ion image data and need to learn meaningful low-dimensional representations through self-supervised contrastive learning.
Use when when you have paired augmented ion images processed through ResNet18 encoders producing 512-dimensional representation vectors, and you need to learn meaningful…
Develop and maintain Convex backend functions including queries, mutations, and actions. Use when working with database operations, authentication, game management, scoring logic,…
Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested. — from darthcoder/todoist-n8n-mcp
Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested. — from bg-szy/TOP-SKILLS
Self-improvement reflex. When the user corrects an approach ("no, don't do that", "we discussed this before", "stop X"), captures the lesson as a permanent project rule appended…
Detect when the user is correcting your behavior and persist the lesson to `AGENTS.md` / `USER.md` so future sessions don't repeat the mistake.
Structures medication counseling with key points, administration instructions, and adherence strategies.
课程内容审美对齐与可验证偏好学习。根据用户改稿、满意/否定信号、A/B 选择和跨样本稳定修改，记录 learning-log、正反例、edit traces、preference pairs 与 judge rubric；只把通过证据门的偏好更新为长期规则。Use when the user says…
Use to write lesson content from a filled lesson spec — hook, explanation, worked example with code snippets, exercises, misconception callouts, and formative check.
Generate complete self-paced course content — modules, exercises, projects, and assessments from a topic description
Design educational courses and curriculum with learning objectives and assessments
Use to turn a course brief into a concrete outline — modules, lessons, learning objectives, sequencing, and assessment map — before any lesson content is written.
Advise on course difficulty and prerequisites. Use when a customer is unsure about the level or required knowledge.
Help and navigation for Claude Code Course. Use when: user asks about the course, lessons, or progress. Triggers: "help", "course help", "what lessons", "my progress".
根据课程蓝图、访谈转录和证据化知识卡，逐章生成可讲、可录、可审、可断点续写的正式课程逐字稿，并保留讲师声音和来源说明。Use when the user says 写课程逐字稿、把访谈变课程稿、逐章写课、续写课程正文、已有课纲写全文，或 Course Producer 进入 lesson_writing 阶段。
Create custom educational materials including syllabi, lesson plans, assessments, reading lists, and learning objectives.
课程材料盘点与证据化摄取。扫描本地课程目录、飞书文档或 Wiki、飞书妙记转录、PDF、Word、Markdown、音视频转写和已有课程稿，生成可追溯的 materials.jsonl 与材料缺口报告。Use when the user says 盘点课程材料、读取课程素材、整理访谈文件、建立材料清单、检查哪些资料能用，或 Course Producer…