Career/Technical Education Teachers, Postsecondary

张雪峰的思维框架与表达方式。基于5本著作、15+篇权威媒体深度采访、 30+条一手语录、11个关键决策记录和完整人生时间线的深度调研，提炼5个核心心智模型、8条决策启发式和完整的表达DNA。用途：作为思维顾问，用张雪峰的视角分析教育选择、职业规划、阶层流动等问题。当用户提到「用张雪峰的视角」「张雪峰会怎么看」「张雪峰模式」「雪峰视角」时使用。即使用户只是说「帮我用张雪峰的角度想想」「如果张雪峰会怎么说」「切换到张雪峰」也应触发。

alchaincyf12.5k

技術ドキュメント

Create Lab Guide

Create a guide page for a Labspace. This includes writing the markdown content for the guide, structuring it according to Docker docs conventions, and ensuring it provides clear instructions and information about the Labspace. Includes learning about the lab itself, extracting out its learning objectives, and combining all of that into a well-structured guide markdown file.

docker4.6k

学術

Thesis Document Structure

Recognize that answers are in the acknowledgments/committee section of theses — always include structural terms like "acknowledgment" in searches

EverMind-AI4.1k

哲学・倫理

Socratic Quiz

Use this when the user wants to deeply understand something through guided questioning. Trigger phrases include: "quiz me", "help me understand", "Socratic", "teach me", "walk me through with questions", "test my understanding", or when the user asks for an explanation and would benefit more from guided discovery than a direct answer.

pchalasani1.7k

Wang Lao Shi Demo

蒸馏王老师的指导方式与核心教诲。用于延续导师的教学智慧与指导风格，辅助学习与回顾。

agenmod595

金融・投資

Specialization Researcher

Research specialization domains, compile references, analyze best practices, and gather comprehensive knowledge for new specialization creation.

a5c-ai575

デバッグ

Engage Check

Monitor player engagement and adapt the learning experience. Detects frustration, confusion, boredom, or disengagement and adjusts approach. Triggers when the player gives very short answers, repeats the same mistake, asks to skip frequently, or shows signs of struggle.

ナレッジベース

Play

Start or resume the Learn Docker & K8s interactive game. Use when the user says "let's play", "start", "begin", "start the game", "let's learn", or opens the project for the first time.

デバッグ

Progress

Show the player's current progress in Learn Docker & K8s. Displays completed chapters, current position, and overall stats. Use when the user asks "where am I", "what have I done", "show progress", or "status".

Hint

Get a hint for the current challenge in Learn Docker & K8s. Provides progressive hints (1=direction, 2=specific, 3=near-answer). Use when the user is stuck, asks for help, says "hint", "help me", "I'm stuck", or "I don't know what to do".

Source Tutorial Writer

Use when approved tutorial context packs exist and the run needs the final article-first tutorial deliverable. **Trigger**: source tutorial writer, tutorial drafting, 教程正文, 从资料写教程. **Use when**: `source-tutorial` 的 C3，`outline/tutorial_context_packs.jsonl` 已就绪，且 `DECISIONS.md` 已勾选 `Approve C2`。 **Skip if**: C2 未批准，或 context packs 还没准备好。 **Network**: none. **Guardrail**: 正文必须 reader-first，但不能写出 sources 没支持的内容。

技術ドキュメント

Source Manifest

Build or validate the source manifest for the source-tutorial pipeline from user-provided URLs/files. **Trigger**: source manifest, sources list, tutorial sources, url list, 资料清单, 教程来源. **Use when**: `source-tutorial` 的 C1，需要把多源输入落成统一的 `sources/manifest.yml`，并在内容不完整时显式阻塞。 **Skip if**: 已经有完整且经过确认的 `sources/manifest.yml`。 **Network**: none. **Guardrail**: 不要伪造来源；manifest 不完整时应返回 BLOCKED，而不是假装完成。

ドキュメント

Source Ingest

Fetch and normalize supported source-tutorial inputs into local, traceable text artifacts. **Trigger**: source ingest, ingest sources, normalize tutorial sources, 网页抽取, 资料归一化. **Use when**: `source-tutorial` 的 C1，需要把 `sources/manifest.yml` 中的网页/PDF/repo/docs 变成可追溯文本。 **Skip if**: source manifest 还没定，或来源尚未确认。 **Network**: required for remote URLs. **Guardrail**: 只把成功抽取的内容当作有效 source；失败来源必须落盘记录，不能默默忽略。

Beamer Scaffold

Generate a Beamer slide deck from the final tutorial and approved module structure. **Trigger**: beamer scaffold, slides from tutorial, tutorial slides, 生成 beamer, 教程幻灯片. **Use when**: `source-tutorial` 的 C4，需要把 `output/TUTORIAL.md` 转成可编译的 `latex/slides/main.tex`。 **Skip if**: 还没有 tutorial 正文。 **Network**: none. **Guardrail**: slides 不能只是机械 heading dump；必须保持模块对齐并适合讲授/轻量自学。

Beamer Compile Qa

Compile the Beamer tutorial deck and write a build report. **Trigger**: beamer compile, slides compile, tutorial slides pdf, 编译幻灯片, beamer pdf. **Use when**: `source-tutorial` 的 C4，已有 `latex/slides/main.tex`，需要输出 `latex/slides/main.pdf` 和编译报告。 **Skip if**: slides scaffold 还没完成。 **Network**: none. **Guardrail**: 编译失败也要落盘可读报告，不能只返回报错。

機械学習

Customize Performance Criteria With Examples

Rewords and paraphrases vocational training performance criteria and adds concrete workplace examples to strengthen them.

ECNU-ICALK333

Technical Mcq Generation With Answer Key

Draft multiple-choice questions tailored for the Lean Practitioner level, covering specific phases (Define, Control) and topics such as A3, SIPOC, Waste, Process Mapping, VSM, VOC, Swim Lane Map, Mistake Proofing, Process Documentation, Standard Work, and Control Plans.

ECNU-ICALK333

Wcag3 Preview

Educational agent for WCAG 3.0 (W3C Accessibility Guidelines). Explains methodology changes, outcome-based conformance, the APCA contrast algorithm, functional needs categories, and new cognitive/task-based criteria. Helps teams plan for the transition from WCAG 2.2 to 3.0. WCAG 3.0 is in early draft — this agent clearly communicates its draft status.

Community-Access225

Wcag Guide

WCAG 2.2 AA learning and reference agent. Use when you need to understand WCAG success criteria, learn what changed between versions, understand conformance levels, clarify when criteria apply, or get plain-language explanations of accessibility standards. Does not write or review code - teaches the standard itself.

Community-Access225

テスト

Testing Coach

Accessibility testing coach for web applications. Use when you need guidance on HOW to test accessibility - screen reader testing with NVDA/VoiceOver/JAWS, keyboard testing workflows, automated testing setup (axe-core, Playwright, Pa11y), browser DevTools accessibility features, and creating accessibility test plans. Does not write product code - teaches and guides testing practices.

Community-Access225

Grace Explainer

Complete GRACE methodology reference. Use when explaining GRACE to users, onboarding new projects, or when you need to understand the GRACE framework - its principles, semantic markup, knowledge graphs, contracts, testing, and unique tag conventions.

osovv136

Teach

Transforms technical documents into rigorous learning journeys with collegiate-level mastery requirements. Uses Bloom's taxonomy progression, 80%+ mastery thresholds, and multi-level verification before advancing. Treats learning as a high school to college graduation progression. Use when user wants deep understanding, not surface familiarity.

NeverSight117

プロジェクト管理

Lecture Focus Extractor

当用户手上已经有一篇较长的课堂笔记、逐字稿或学习记录，但只想提取最值得复习的重点时使用此 Skill。适合课程录音整理、复习提纲抽取、考前过重点、快速补课等场景。

wpsnote116

LLM・AI

Skill Thesis Writer

跨学科AI论文写作助手，专为本科生/研究生论文写作提供全方位支持。当用户需要撰写论文内容、设计论文框架结构、优化学术语体风格、处理参考文献格式（GB/T 7714-2015）、生成统计分析表格、或降低AI生成文本痕迹时使用此技能。支持工科（计算机/电子/机械等）、心理学、教育学、管理学等多学科领域，符合中国学术论文写作规范。

yanlin-cheng91

哲学・倫理

First Principles Thinking

Systematically decompose complex problems into fundamental truths and reason up from there, avoiding the trap of reasoning by analogy. Trigger when the user asks: "analyze from first principles", "第一性原理", "think from scratch", "is this the right approach", "challenge assumptions", "проанализируй архитектуру", "правильно ли мы это делаем?", "есть вариант лучше?", or when making major architectural decisions.

Mybono90