example-skill
Example skill providing background knowledge and context
Example skill providing background knowledge and context
Intelligent memory search with automatic method selection. Supports semantic (vector), keyword, and recent queries. Includes fallback strategies and optional summary inclusion.
Call OpenAI Codex CLI for tasks. Use when user wants to ask Codex, get GPT's opinion, get a second opinion, compare with OpenAI, have Codex review something, or let Codex perform a task.
Run OpenAI Codex CLI reviews from Claude Code. Use when the user asks for a Codex review or mentions triggers like "codex-review", "/codex-review", or "codex review".
Extract entities and concepts from documents using HAIOS memory system. Use when ingesting new documents, analyzing content structure, or populating the knowledge base.
Search RAG database for relevant content. Use for semantic queries over processed documents, code, or papers.
Personalize textbook chapter content for logged-in users based on their background, preferences, and learning style collected during signup.
Evidence-based learning and study skill for deep, durable understanding. Triggers when users want to learn or understand a topic, ask to be quizzed or tested, use phrases like "I'm studying [topic]", "help me learn [topic]", "quiz me on [topic]", or provide course materials/textbook references for learning purposes. Implements retrieval practice, desirable difficulties, elaboration, and Socratic questioning rather than giving direct answers.
Use when you need programming best practices, patterns, or documentation. Queries the Grimoire knowledge base for curated guidance on Go, Rust, Python, and more. Invoke before implementing features, debugging, or reviewing code to get relevant context.
Generate beginner-friendly educational notes following Bloom's Taxonomy methodology. Use when you need to create structured learning materials from a topic title or reference file, organizing content through Remember, Understand, Apply, Analyze, Evaluate, and Create cognitive levels.
Retrieves project knowledge resources by browsing categories, searching tags, or filtering by keywords. Use when exploring existing knowledge or finding specific documentation entries.
Academic writing assistance for TAR UMT students focusing on APA referencing, plagiarism prevention, and Turnitin report interpretation. Use when students need help with (1) formatting APA citations and references, (2) avoiding plagiarism through proper paraphrasing and citing, (3) understanding Turnitin similarity scores, (4) learning TAR UMT's academic integrity policies, or (5) preparing assignments that meet university standards.
Research subject matter, align to educational standards, map prerequisites, and recommend learning theories for curriculum design. Use when starting curriculum development, exploring new topics, or needing standards alignment. Activates on "research this topic", "what standards apply", "curriculum research", or "prerequisite analysis".
Use this agent when needing to gather comprehensive documentation and best practices for specific frameworks, libraries, or dependencies in a project. Specializes in fetching official documentation, exploring source code, identifying version-specific constraints, and understanding implementation patterns. Triggers on requests like "lookup framework docs", "how do I use", "find documentation for".
Use this skill when the user wants to analyze a student report against course lecture materials. Triggers when user asks to: "analyze my report against the course", "check course coverage", "compare report to lectures", "suggest report improvements based on course material", or "create lecture summaries and analyze report".
Enforces iterative web research for coding and DevOps questions to prevent assumptions about libraries, frameworks, APIs, versions, and configurations. Use this skill when the user asks about programming languages, frameworks, libraries, DevOps tools, cloud platforms, databases, container orchestration, CI/CD, infrastructure as code, or any technical topic where current documentation, version-specific behavior, or recent changes matter. This skill ensures Claude searches and fetches authoritative sources before answering, even for topics Claude may have knowledge about, to verify current state and avoid outdated information.
Comprehensive research toolkit for discovering patterns, best practices, and technical knowledge across Web search, MCP servers, GitHub repositories, and documentation. Use when researching technologies, exploring codebases, finding examples, or gathering requirements for skill development.
Documentation and code examples research expert using Exa AI and Context7. Finds official docs, production code examples, technology comparisons, and best practices. Auto-activates when new libraries mentioned or user requests "docs", "examples", "best practices", or technology comparisons.
CS 학습 문서를 작성합니다. "오늘의 CS", "CS 정리", "{주제} 정리해줘", "최근 이슈 CS" 요청 시 사용하세요.
Author high-quality assessment items (questions, prompts, tasks) aligned to learning objectives with answer keys and rubrics. Use when creating test questions, writing assessment items, or building item banks. Activates on "write assessment items", "create test questions", "develop quiz", or "author performance tasks".
Retrieve authoritative library documentation and code examples.