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code-documentation-code-explain
【文档与办公】You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels.
metasploit-framework
【开发与工程】⚠️ AUTHORIZED USE ONLY > This skill is for educational purposes or authorized security assessments only. > You must have explicit, written permission from the system owner before using this tool. > Misuse of this tool is illegal and strictly prohibited.
tutorial-engineer
【开发与工程】Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.
resume-content-guide
【开发与工程】Decides what information belongs on a resume or CV, what to leave off and in what order, and audits an existing resume against those norms. Covers every section (contact details, photo, summary, experience, education and GPA, skills, languages, references), candidate situations (new grad, career change, gaps, layoffs, veterans, academic, visa and mor…
add-educational-comments
【效率与协作】Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.
ai-prompt-engineering-safety-review
【开发与工程】Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content.
implementing-llms-litgpt
【效率与协作】Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.
nanogpt
【开发与工程】Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebText (multi-GPU).
nanohub-simulator-interface
【数据与研究】NanoHUB tool interface skill for accessing educational and research nanoscience simulations
interpretive-writing
【开发与工程】Create accessible interpretive content for diverse audiences including labels, wall text, catalog essays, educational materials, and digital content
standards-alignment-mapping
【文档与办公】Systematically map curriculum content to educational standards with vertical and horizontal alignment documentation
manim-composer
【设计与创意】Trigger when: (1) User wants to create an educational/explainer video, (2) User has a vague concept they want visualized, (3) User mentions "3b1b style" or "explain like 3Blue1Brown", (4) User wants to plan a Manim video or animation sequence, (5) User asks to "compose" or "plan" a math/science visualization. Transforms vague video ideas into detail…
education-research
【设计与创意】Supports education research including pedagogical method evaluation, learning analytics, assessment design, curriculum development analysis, and educational technology evaluation; trigger when users discuss teaching effectiveness, learning outcomes, educational interventions, or student performance data.
scienceclaw-benchmark-for39
【数据与研究】Use when a task asks to predict whether students answer held-out diagnostic multiple-choice questions correctly, from a large student-by-question correctness matrix and a small per-student budget of adaptively chosen revealed answers (about 10), delivered as a 0/1 prediction per target cell and judged by accuracy; Eedi / NeurIPS 2020 Education Challe…
scientific-summarization
【数据与研究】Summarize and simplify scientific literature, educational content, and research papers
social-science-analysis
【设计与创意】Social science research methods including survey design, qualitative analysis, content analysis, network analysis, psychometrics, and mixed methods. Covers sociology, psychology, political science, education, and communication studies. Use when user designs surveys, analyzes qualitative data, does content analysis, builds scales, or uses mixed method…
world-bank-data
【数据与研究】World Bank Open Data API for development indicators. Use when: user asks about GDP, population, poverty, health, or education statistics by country. NOT for: real-time financial data or stock prices.
regulatory-deal-card-generator-patrick-munro
【数据与研究】Generates standalone interactive HTML "deal cards" that translate complex regulations into negotiation-ready reference tools, systematically distinguishing mandatory obligations from negotiable implementation choices. Use when the user needs an interactive regulatory guide for (1) contract negotiation support, (2) client education or internal trainin…