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ux-researcher-designer(用户体验研究与设计工具)

面向高级UX设计师/研究员的用户体验研究与设计工具包,支持数据驱动的人物画像生成、用户旅程图、可用性测试框架及研究综合分析,适用于用户研究、人物创建、旅程映射和设计验证。

ux-researcher-designer(用户体验研究与设计工具) 是什么?

davila7/ux-researcher-designer 是一个专为高级UX设计师和研究员打造的综合工具包,旨在通过数据驱动的方法简化和增强用户体验研究与设计流程。该技能支持从原始用户数据生成详细的人物画像(persona)、绘制用户旅程图(journey map)、应用可用性测试框架进行设计验证,并高效地合成研究结果。它适用于任何支持自定义技能或扩展的AI驱动开发环境(如Claude Code、Cursor等IDE),通过结构化流程帮助团队避免主观假设,确保设计决策基于真实用户洞察。其核心价值在于将复杂的UX方法论转化为可重复、可协作的步骤,从而提升产品迭代中的用户中心性。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/davila7/claude-code-templates/tree/main/skills/ux-researcher-designer

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ux-researcher-designer(用户体验研究与设计工具) 是做什么的?

面向高级UX设计师/研究员的用户体验研究与设计工具包,包含数据驱动的人物画像生成、用户旅程图、可用性测试框架及研究综合分析。适用于用户研究、人物创建、旅程映射和设计验证。

概述

本技能为高级UX设计师与研究员的日常工作提供了一系列结构化工具,帮助您以数据驱动的方式创建用户人物画像、绘制用户旅程图、规划可用性测试,并高效合成研究结果。

功能

  • 人物画像生成:基于用户访谈、调查或分析数据生成详细的人物画像,包括人口统计信息、目标、痛点及行为模式。
  • 用户旅程图:绘制用户从初次接触到最终转化(如转化漏斗)的完整旅程图,识别关键触点、情绪波动及改进机会。
  • 可用性测试框架:提供标准化的测试规划模板,包括任务定义、观测指标、招募标准及结果分析方法。
  • 研究综合分析:汇总来自多种渠道的研究数据,生成综合洞察报告,突出关键发现、整合用户引述,并可视化重要性或频率。

使用方法

  1. 准备数据:确保拥有用户访谈记录、调查问卷结果或分析工具导出的数据。
  2. 选择模块:根据当前阶段需求,调用对应的模块(例如 persona, journey, usability 或 synthesis)。
  3. 配置参数:指定过滤条件、时间范围或感兴趣的特定用户群体。
  4. 生成输出:接收结构化结果,可能是Markdown报告、图表描述或JSON格式的数据。

适用平台

  • Claude Code
  • Cursor
  • Codex
  • 其他支持自定义技能/扩展的AI驱动IDE

配置说明

无需复杂的配置。直接通过对话或命令接口调用即可。确保在调用时提供清晰的项目上下文或用户数据类型。

示例

# 生成基于“新用户入职”研究的人物画像
/researcher-designer persona --data ./interviews.json --segment new-users

# 绘制电商应用的结账流程旅程图
/researcher-designer journey --product mobile-app --stage checkout --data ./analytics.csv

# 创建可用性测试计划
/researcher-designer usability --scope checkout-flow --participants 8 --tasks "添加商品,结账,支付"

# 综合分析多个研究结果
/researcher-designer synthesis --inputs ./research1.md ./research2.md --output summary.md

注意事项

  • 确保用户数据已脱敏或符合隐私要求。
  • 人物画像应基于真实用户数据而非主观臆测。
  • 旅程图属于迭代产物,建议定期更新。
  • 本工具为辅助决策而非替代人工作用。

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

davila7/citation-management

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

davila7/claude-code-templates

Balance visual design with ATS compatibility for creative roles. Use when the user is in design, art, writing, marketing creative, or any visual/creative field and needs a resume that looks distinctive but still parses.

davila7/claude-code-templates

Optimize resumes for software engineering, product management, and technical roles. Use when the user mentions software engineer, developer, PM, data scientist, ML, DevOps, or other technical role resumes.

davila7/claude-code-templates

Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios, and portfolios that convert visitors into opportunities. Use when: portfolio, personal website, showcase work, developer portfolio, designer portfolio.

davila7/claude-code-templates

Create premium, Awwwards-quality website designs as React (.jsx) components that look like they were built by a top-tier agency charging $50k+ per project. Use this skill whenever the user asks for a website, landing page, portfolio, or web component that should look expensive, premium, luxury, editorial, high-end, or agency-quality. Also trigger when the user mentions Awwwards, FWA, award-winning design, or references brands like Apple, Aesop, Bottega Veneta, Stripe, or any luxury/fashion/design-forward brand. Trigger when the user says things like "make it look professional", "make it look expensive", "I want it to look really good", "high quality design", "not generic", or expresses dissatisfaction with typical AI-generated website aesthetics. Do NOT trigger for dashboards, admin panels, internal tools, or functional UI where aesthetics are secondary to utility — the standard frontend-design skill handles those.

davila7/claude-code-templates

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

davila7/claude-code-templates

When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says "CRO," "conversion rate optimization," "this page isn't converting," "improve conversions," or "why isn't this page working." For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro.

davila7/excel-analysis

Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.

davila7/exploratory-data-analysis

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.

davila7/generate-image

Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that isn't a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.

davila7/jira

Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on keywords like "jira", "issue", "ticket", "sprint", "backlog", or issue key patterns.

davila7/literature-review

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

davila7/marketing-strategy-pmm

Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement.

davila7/market-research-reports

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter's Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.

davila7/markitdown

Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.

davila7/mermaid-diagram-specialist

Mermaid diagram specialist for creating flowcharts, sequence diagrams, ERDs, and architecture visualizations

davila7/mobile-design

Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.

davila7/prompt-engineer

Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management, output formatting, and prompt evaluation. Use when: prompt engineering, system prompt, few-shot, chain of thought, prompt design.

davila7/remotion

Best practices and comprehensive guide for Remotion - programmatic video creation in React with animations, compositions, and media handling

davila7/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.

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