data-analysis 是做什麼的？
分析試算表數據，產生洞察，創建視覺化圖表，並從 Excel/CSV 數據生成報告。
分析試算表數據，產生洞察，創建視覺化圖表，並從 Excel/CSV 數據生成報告。
此技能專為需要從試算表數據中提取深入洞察的開發者與 AI 代理用戶設計。它能處理 Excel 或 CSV 格式的數據，並自動執行數據清理、統計分析、趨勢識別，以及生成多種圖表（如長條圖、折線圖、圓餅圖等）與結構化分析報告。支援的平台包括 Claude Code、Cursor 以及其他相容的 AI 代理工具。技能背後是透過讀取試算表檔案、運用 pandas 等 Python 資料分析庫進行計算與繪圖，最後將結果以自然語言與視覺化元素輸出。無論是銷售數據分析、財務報表彙總，還是科學實驗數據的初步探索，此技能都提供了一個直接、可複用的獨立模組，從而節省手動處理的大量時間。
npx skills add https://github.com/claude-office-skills/skills/tree/main/skills/data-analysisInstalled? Explore more 研究與資料分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
分析試算表數據，產生洞察，創建視覺化圖表，並從 Excel/CSV 數據生成報告。
This repo contains 20 individual skills — each has its own dedicated page.
Search and analyze academic literature. Find papers, understand research methodologies, and synthesize academic findings for research projects.
Multi-platform ad copy generation for Google Ads, Meta/Facebook, TikTok, LinkedIn with A/B testing variants
Build AI agents with tools, memory, and multi-step reasoning - ChatGPT, Claude, Gemini integration patterns
Airtable database automation - views, automations, integrations, and workflow triggers
Generate complete presentations with AI - from outline to polished slides
Automate Amazon seller operations including inventory, orders, pricing, and advertising management
Create and trigger Apple Shortcuts for iOS/macOS automation and cross-platform workflows
Screen job applications against requirements and score candidates
Automate Asana project management workflows, task tracking, team collaboration, and reporting
Batch convert documents between multiple formats using a unified pipeline
Process multiple documents in bulk with parallel execution
Create and maintain brand style guides for consistent visual identity
Automate web browser interactions, scraping, testing, and workflow automation with Puppeteer/Playwright
Google Calendar and Outlook automation - scheduling optimization, meeting workflows, time blocking, and Slack/Sheets integration
Generate release notes from git commits, updates, or feature lists
Design effective data visualizations and charts. Generate chart configurations for ECharts, Chart.js, and other libraries. Create dashboards and reports.
Answer questions about PDF content, summarize, and extract information
Automate ClickUp workspace management, task workflows, time tracking, and team productivity
Conduct comprehensive company research and due diligence. Analyze business model, competitive landscape, management, and market position.
Analyze competitors systematically. Compare products, features, pricing, positioning, and market strategies. Generate comprehensive competitive intelligence reports.
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.