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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.
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.
scientific-summarization
【数据与研究】Summarize and simplify scientific literature, educational content, and research papers
cross-cultural-task-validity-checker
【效率与协作】Check an educational practice or task for cultural bias, WEIRD assumptions, and cross-cultural validity. Use when adapting resources for diverse contexts or questioning universal claims.
edtech-privacy-assessment
【数据与研究】Assesses children's data protection in educational technology. Covers COPPA school exception under Section 312.5(c)(4), FERPA intersection, parental rights, teacher consent authority, data deletion at year-end, and Student Privacy Pledge compliance. Keywords: edtech, COPPA school exception, FERPA, student privacy, teacher consent, educational data.
explainer-video
【文档与办公】Produces narrated educational explainer videos (MP4, 1080p, burned-in captions) that teach a concept, tool, process or policy — researching the subject where facts matter, generating office b-roll, and framing screenshots the user attaches. Use when the user asks to "make a video", "create an explainer video", "produce a training video", "a video exp…
ai-educational-research-methods
【数据与研究】教育研究方法助手适合市场营销、运营、software、教育培训在用户提出“研究方法选对了吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成教学或招聘诊断、改进建议、评分/活动清单。
edm-learning-analytics
【数据与研究】Educational data mining: BKT knowledge tracing, dropout survival analysis, IRT, sequence mining, and at-risk prediction from LMS logs.
irt-psychometrics-edu
【开发与工程】Use this Skill for educational measurement with IRT: 2PL/3PL calibration, item information function, DIF detection, and test equating (Stocking-Lord).