visualization-expert은(는) 무엇을 하나요?
효과적인 데이터 커뮤니케이션을 위한 차트 선택 및 데이터 시각화 가이드입니다. 시각화를 만들거나, 차트 유형을 선택하거나, 대시보드를 디자인할 때, 또는 사용자가 데이터 시각화, 차트, 그래프를 언급하거나 데이터를 시각적으로 표현하는 데 도움이 필요할 때 사용하세요.
차트 선택 및 데이터 시각화 가이드를 제공하여 효과적인 데이터 커뮤니케이션을 지원합니다. 시각화를 만들거나, 차트 유형을 선택하거나, 대시보드를 디자인할 때, 또는 사용자가 데이터 시각화, 차트, 그래프를 언급하거나 데이터를 시각적으로 표현하는 데 도움이 필요할 때 사용하세요.
이 스킬은 데이터 시각화 전문가 에이전트로, 사용자가 데이터를 효과적으로 시각화하고 커뮤니케이션할 수 있도록 차트 선택 및 디자인 가이드를 제공합니다. 데이터의 특성, 목적, 청중에 따라 최적의 차트 유형(예: 막대 그래프, 선 그래프, 산점도, 히트맵 등)을 추천하고, 대시보드 설계 원칙, 색상 선택, 레이블 배치 등 시각적 명확성을 높이는 모범 사례를 안내합니다. Claude Code, Cursor, Codex 등 주요 AI 에이전트 플랫폼에서 사용 가능하며, 사용자가 시각화 관련 질문을 하거나 데이터를 제시하면 관련 SKILL.md 문서에 정의된 전문 지식을 기반으로 단계별 조언을 제공합니다. 이 스킬은 데이터 분석가, 개발자, 비즈니스 사용자 모두가 데이터 스토리텔링을 강화하고 인사이트를 명확하게 전달하는 데 유용합니다.
npx skills add https://github.com/shubhamsaboo/awesome-llm-apps/tree/main/skills/visualization-expertInstalled? Explore more 이미지 skills: steipete/songsee, affaan-m/frontend-design, mattpocock/improve-codebase-architecture · View all 6 →
효과적인 데이터 커뮤니케이션을 위한 차트 선택 및 데이터 시각화 가이드입니다. 시각화를 만들거나, 차트 유형을 선택하거나, 대시보드를 디자인할 때, 또는 사용자가 데이터 시각화, 차트, 그래프를 언급하거나 데이터를 시각적으로 표현하는 데 도움이 필요할 때 사용하세요.
This repo contains 19 individual skills — each has its own dedicated page.
Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.
Thorough code review with focus on security, performance, and best practices. Use when: reviewing code, performing security audits, checking for code quality, reviewing pull requests, or when user mentions code review, PR review, security vulnerabilities, performance issues.
Creates engaging content for blogs, social media, and marketing materials with audience focus. Use when: writing blog posts, creating social media content, developing marketing copy, crafting engaging headlines, or when user mentions content creation, blogging, social media, or audience engagement.
Writes marketing copy for landing pages, emails, and social media posts. Use when creating promotional content, sales copy, or brand messaging.
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.
Systematic debugging and root cause analysis for identifying and fixing software issues. Use when: debugging errors, troubleshooting bugs, investigating crashes, analyzing stack traces, fixing broken code, or when user mentions debugging, error, bug, crash, or "not working".
Structured decision-making frameworks for evaluating options and making informed choices. Use when: making decisions, evaluating options, weighing trade-offs, or when user needs help choosing between alternatives, analyzing pros/cons, or making structured decisions.
Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.
Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, improving clarity, fixing grammar, refining style, or when user asks to "edit", "proofread", "improve", "revise", or mentions grammar and readability.
Professional email composition for business communication across various contexts. Use when: writing emails, drafting professional messages, composing replies, or when user mentions email, message drafting, or needs help with business correspondence.
Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.
Modern web development expertise covering React, Node.js, databases, and full-stack architecture. Use when: building web applications, developing APIs, creating frontends, setting up databases, deploying web apps, or when user mentions React, Next.js, Express, REST API, GraphQL, MongoDB, PostgreSQL, or full-stack development.
Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action items, or when user mentions meeting notes, minutes, action items, or needs structured meeting documentation.
Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines, managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.
Senior Python developer expertise for writing clean, efficient, and well-documented code. Use when: writing Python code, optimizing Python scripts, reviewing Python code for best practices, debugging Python issues, implementing type hints, or when user mentions Python, PEP 8, or needs help with Python data structures and algorithms.
Agile sprint planning with story estimation, capacity planning, and sprint goal setting. Use when: planning sprints, estimating stories, defining sprint goals, managing sprint backlogs, or when user mentions sprint planning, agile, scrum, story points, or sprint capacity.
High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating business options, setting direction, analyzing trade-offs, or when user mentions strategy, business planning, competitive analysis, or long-term planning.
Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README files, documenting APIs, writing tutorials, creating user guides, or when user mentions documentation, technical writing, or needs help explaining technical concepts clearly.
Expert UX design assistance for user research, wireframing, prototyping, and design strategy. Use when: creating wireframes, conducting user research, building prototypes, designing user flows, writing UX copy, reviewing designs for usability, creating personas, planning usability tests, or when user mentions UX design, user experience, wireframes, prototypes, user research, information architecture, or design systems.
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
Create distinctive, production-grade frontend interfaces with high design quality. Use when the user asks to build web components, pages, or applications and the visual direction matters as much as the code quality.
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
Add documentation for a new AI provider — usage docs, env vars, Docker config, image resources.
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured.
This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications, and generates a chart image using a JavaScript script.