Initial commit to git.yoin

2026-02-11 22:02:47 +08:00
commit cf10ab6473
153 changed files with 14581 additions and 0 deletions
--- a/csv-data-summarizer/README.md
+++ b/csv-data-summarizer/README.md
@@ -0,0 +1,198 @@
+<div align="center">
+
+[![Join AI Community](https://img.shields.io/badge/🚀_Join-AI_Community_(FREE)-4F46E5?style=for-the-badge)](https://www.skool.com/ai-for-your-business)
+[![GitHub Profile](https://img.shields.io/badge/GitHub-@coffeefuelbump-181717?style=for-the-badge&logo=github)](https://github.com/coffeefuelbump)
+
+[![Link Tree](https://img.shields.io/badge/Linktree-Everything-green?style=for-the-badge&logo=linktree&logoColor=white)](https://linktr.ee/corbin_brown)
+[![YouTube Membership](https://img.shields.io/badge/YouTube-Become%20a%20Builder-red?style=for-the-badge&logo=youtube&logoColor=white)](https://www.youtube.com/channel/UCJFMlSxcvlZg5yZUYJT0Pug/join)
+
+</div>
+
+---
+
+# 📊 CSV Data Summarizer - Claude Skill
+
+A powerful Claude Skill that automatically analyzes CSV files and generates comprehensive insights with visualizations. Upload any CSV and get instant, intelligent analysis without being asked what you want!
+
+<div align="center">
+
+[![Version](https://img.shields.io/badge/version-2.1.0-blue.svg)](https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill)
+[![Python](https://img.shields.io/badge/python-3.8+-green.svg)](https://www.python.org/)
+[![License](https://img.shields.io/badge/license-MIT-orange.svg)](LICENSE)
+
+</div>
+
+## 🚀 Features
+
+- **🤖 Intelligent & Adaptive** - Automatically detects data type (sales, customer, financial, survey, etc.) and applies relevant analysis
+- **📈 Comprehensive Analysis** - Generates statistics, correlations, distributions, and trends
+- **🎨 Auto Visualizations** - Creates multiple charts based on what's in your data:
+  - Time-series plots for date-based data
+  - Correlation heatmaps for numeric relationships
+  - Distribution histograms
+  - Categorical breakdowns
+- **⚡ Proactive** - No questions asked! Just upload CSV and get complete analysis immediately
+- **🔍 Data Quality Checks** - Automatically detects and reports missing values
+- **📊 Multi-Industry Support** - Adapts to e-commerce, healthcare, finance, operations, surveys, and more
+
+## 📥 Quick Download
+
+<div align="center">
+
+### Get Started in 2 Steps
+
+**1️⃣ Download the Skill**  
+[![Download Skill](https://img.shields.io/badge/Download-CSV%20Data%20Summarizer%20Skill-blue?style=for-the-badge&logo=download)](https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill/raw/main/csv-data-summarizer.zip)
+
+**2️⃣ Try the Demo Data**  
+[![Download Demo CSV](https://img.shields.io/badge/Download-Sample%20P%26L%20Financial%20Data-green?style=for-the-badge&logo=data)](https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill/raw/main/examples/showcase_financial_pl_data.csv)
+
+</div>
+
+---
+
+## 📦 What's Included
+
+```
+csv-data-summarizer-claude-skill/
+├── SKILL.md              # Claude Skill definition
+├── analyze.py            # Comprehensive analysis engine
+├── requirements.txt      # Python dependencies
+├── examples/
+│   └── showcase_financial_pl_data.csv  # Demo P&L financial dataset (15 months, 25 metrics)
+└── resources/
+    ├── sample.csv        # Example dataset
+    └── README.md         # Usage documentation
+```
+
+## 🎯 How It Works
+
+1. **Upload** any CSV file to Claude.ai
+2. **Skill activates** automatically when CSV is detected
+3. **Analysis runs** immediately - inspects data structure and adapts
+4. **Results delivered** - Complete analysis with multiple visualizations
+
+No prompting needed. No options to choose. Just instant, comprehensive insights!
+
+## 📥 Installation
+
+### For Claude.ai Users
+
+1. Download the latest release: [`csv-data-summarizer.zip`](https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill/releases)
+2. Go to [Claude.ai](https://claude.ai) → Settings → Capabilities → Skills
+3. Upload the zip file
+4. Enable the skill
+5. Done! Upload any CSV and watch it work ✨
+
+### For Developers
+
+```bash
+git clone git@github.com:coffeefuelbump/csv-data-summarizer-claude-skill.git
+cd csv-data-summarizer-claude-skill
+pip install -r requirements.txt
+```
+
+## 📊 Sample Dataset Highlights
+
+The included demo CSV contains **15 months of P&L data** with:
+- 3 product lines (SaaS, Enterprise, Services)
+- 25 financial metrics including revenue, expenses, margins, CAC, LTV
+- Quarterly trends showing business growth
+- Perfect for showcasing time-series analysis, correlations, and financial insights
+
+## 🎨 Example Use Cases
+
+- **📊 Sales Data** → Revenue trends, product performance, regional analysis
+- **👥 Customer Data** → Demographics, segmentation, geographic patterns
+- **💰 Financial Data** → Transaction analysis, trend detection, correlations
+- **⚙️ Operational Data** → Performance metrics, time-series analysis
+- **📋 Survey Data** → Response distributions, cross-tabulations
+
+## 🛠️ Technical Details
+
+**Dependencies:**
+- Python 3.8+
+- pandas 2.0+
+- matplotlib 3.7+
+- seaborn 0.12+
+
+**Visualizations Generated:**
+- Time-series trend plots
+- Correlation heatmaps
+- Distribution histograms
+- Categorical bar charts
+
+## 📝 Example Output
+
+```
+============================================================
+📊 DATA OVERVIEW
+============================================================
+Rows: 100 | Columns: 15
+
+📋 DATA TYPES:
+  • order_date: object
+  • total_revenue: float64
+  • customer_segment: object
+  ...
+
+🔍 DATA QUALITY:
+✓ No missing values - dataset is complete!
+
+📈 NUMERICAL ANALYSIS:
+[Summary statistics for all numeric columns]
+
+🔗 CORRELATIONS:
+[Correlation matrix showing relationships]
+
+📅 TIME SERIES ANALYSIS:
+Date range: 2024-01-05 to 2024-04-11
+Span: 97 days
+
+📊 VISUALIZATIONS CREATED:
+  ✓ correlation_heatmap.png
+  ✓ time_series_analysis.png
+  ✓ distributions.png
+  ✓ categorical_distributions.png
+```
+
+## 🌟 Connect & Learn More
+
+<div align="center">
+
+[![Join AI Community](https://img.shields.io/badge/Join-AI%20Community%20(FREE)-blue?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0IiBmaWxsPSJ3aGl0ZSI+PHBhdGggZD0iTTEyIDJDNi40OCAyIDIgNi40OCAyIDEyczQuNDggMTAgMTAgMTAgMTAtNC40OCAxMC0xMFMxNy41MiAyIDEyIDJ6bTAgM2MxLjY2IDAgMyAxLjM0IDMgM3MtMS4zNCAzLTMgMy0zLTEuMzQtMy0zIDEuMzQtMyAzLTN6bTAgMTQuMmMtMi41IDAtNC43MS0xLjI4LTYtMy4yMi4wMy0xLjk5IDQtMy4wOCA2LTMuMDggMS45OSAwIDUuOTcgMS4wOSA2IDMuMDgtMS4yOSAxLjk0LTMuNSAzLjIyLTYgMy4yMnoiLz48L3N2Zz4=)](https://www.skool.com/ai-for-your-business/about)
+
+[![Link Tree](https://img.shields.io/badge/Linktree-Everything-green?style=for-the-badge&logo=linktree&logoColor=white)](https://linktr.ee/corbin_brown)
+
+[![YouTube Membership](https://img.shields.io/badge/YouTube-Become%20a%20Builder-red?style=for-the-badge&logo=youtube&logoColor=white)](https://www.youtube.com/channel/UCJFMlSxcvlZg5yZUYJT0Pug/join)
+
+[![Twitter Follow](https://img.shields.io/badge/Twitter-Follow%20@corbin__braun-1DA1F2?style=for-the-badge&logo=twitter&logoColor=white)](https://twitter.com/corbin_braun)
+
+</div>
+
+## 🤝 Contributing
+
+Contributions are welcome! Feel free to:
+- Report bugs
+- Suggest new features
+- Submit pull requests
+- Share your use cases
+
+## 📄 License
+
+MIT License - feel free to use this skill for personal or commercial projects!
+
+## 🙏 Acknowledgments
+
+Built for the Claude Skills platform by [Anthropic](https://www.anthropic.com/news/skills).
+
+---
+
+<div align="center">
+
+**Made with ❤️ for the AI community**
+
+⭐ Star this repo if you find it useful!
+
+</div>
+