qa-discussion
Conducts structured Q&A discussions with users, handling multiple choice, single choice, and open-ended questions one at a time - tracks progress, validates answers, and provides summary reports for complete discussions
example-skill
Template for creating skills. Use when writing new code, reviewing code, or when the skill's specific domain applies. Replace this description with specifics.
continuous-improvement
Capture learnings after tasks. Triggers on task completion, repeated mistakes, retrospective requests, or "what did I learn".
question-creator
创建符合 CAC 评测系统规范的标准化测试题目。当用户需要添加新题目、创建测试题、或提到"创建题目"、"新建题目"、"添加题目"、"add question"、"create question"时使用此 Skill。支持代码、数理、逻辑、综合四类题库。
cfn-cerebras-coordinator
Coordinates FAST code generation via Z.ai glm-4.6 with CodeSearch pattern learning. Use when agents need rapid test generation, bulk code creation, or repetitive boilerplate. Tracks successful prompts for continuous improvement. Ideal for high-volume, low-complexity code tasks.
scientific-slides
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.
concept-classifier
Create an interactive classification quiz MicroSim using p5.js where students read scenarios and classify them into the correct category from multiple choice options. Uses a data.json file for easy question editing. Ideal for teaching students to recognize patterns, identify types, or categorize examples across any subject domain.
tutorial-checker
Reads a markdown based tutorial and attempts to follow instructions. It reports on what needs work.
team-onboarding-guide
Create an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.
pentesting-from-beginner-to-advanced
The assistant provides a structured web application penetration testing learning path from fundamentals to advanced techniques. Activate when users ask about "learning pentesting," "web security training," "OWASP vulnerabilities," "BurpSuite tutorial," "penetration testing roadmap," or "web app security course."
skill-testing-framework
Provides test cases and validation tools for skills. Use when creating tests for a new skill, adding regression tests after skill updates, running test suites to verify skill functionality, or validating that skill outputs match expected results. Supports unit tests, integration tests, and regression tests with input/output pair validation.
brainstorm
Use when user says "brainstorm", "let's design", "help me think through", "I have an idea", "before I start coding", "explore approaches", or wants to refine rough ideas into designs through collaborative questioning.
skill-authoring
Create and maintain Claude Code skills following Anthropic best practices. Use when building new skills, refactoring existing ones, or ensuring skills follow official guidelines for structure, naming, progressive disclosure, and testing.
quality-audit
Meta-skill for auditing and validating skill quality. Use when reviewing skills for consistency, completeness, accuracy, and adherence to standards. Provides structured rubrics, scoring frameworks, and actionable recommendations.
godot-best-practices
Guide AI agents through Godot 4.x GDScript coding best practices including scene organization, signals, resources, state machines, and performance optimization. This skill should be used when generating GDScript code, creating Godot scenes, designing game architecture, implementing state machines, object pooling, save/load systems, or when the user asks about Godot patterns, node structure, or GDScript standards. Keywords: godot, gdscript, game development, signals, resources, scenes, nodes, state machine, object pooling, save system, autoload, export, type hints.
assessment-builder
Creates assessments with varied question types (MCQ, code-completion, debugging, projects) aligned to learning objectives with meaningful distractors based on common misconceptions. Activate when educators design quizzes, exams, or tests measuring understanding; need questions at appropriate cognitive levels (Bloom's taxonomy); want balanced cognitive distribution (60%+ non-recall); or require rubrics for open-ended questions. Generates MCQs with diagnostic distractors, code-writing prompts, debugging challenges, and project-based assessments targeting deep understanding.
quiz-generator
ALWAYS generate interactive quizzes using the Quiz component (50 comprehensive questions total). Generates 50 college-level conceptual questions with immediate feedback per question. Quiz component automatically displays 15-20 questions per batch, randomized each retake. Features: immediate feedback after each answer (correct option + explanation + why wrong if incorrect), automatic batch shuffling on retake, no passing/failing threshold, color-coded feedback, theme support. Globally-registered Quiz component handles all UI/UX. Follows ##_chapter_##_quiz.md naming convention. INCLUDES: Automated answer redistribution with intelligent explanation regeneration (consolidates quiz-answer-redistributor functionality).
pyodide-exercise
Create browser-based Python exercises using Pyodide. Use for interactive coding without local setup.