Merge pull request #150 from zinzied/main - Enhanced User Experience
Features integrated: - Stars Feature: Community-driven skill discovery with upvotes - Auto-Update: Automatic skill updates via START_APP.bat (Git + PowerShell fallback) - Interactive Prompt Builder: Context-aware prompt construction - Date Tracking: Added date_added field to all skills - Auto-Categorization: Smart category assignment based on keywords - Enhanced UI: Risk level badges, date display, category stats Conflicts resolved: - START_APP.bat: Merged enhanced auto-update logic - README.md: Kept v6.4.1 with new feature documentation - Home.jsx: Combined fuzzy search + pagination + stars - SkillDetail.jsx: Merged syntax highlighting + stars + date badges All 950+ skills updated with date tracking and proper categorization. Made-with: Cursor
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170
docs/CATEGORIZATION_IMPLEMENTATION.md
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170
docs/CATEGORIZATION_IMPLEMENTATION.md
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# Smart Categorization Implementation - Complete Summary
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## ✅ What Was Done
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### 1. **Intelligent Auto-Categorization Script**
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Created [scripts/auto_categorize_skills.py](scripts/auto_categorize_skills.py) that:
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- Analyzes skill names and descriptions
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- Matches against keyword libraries for 13 categories
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- Automatically assigns meaningful categories
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- Removes "uncategorized" bulk assignment
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**Results:**
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- ✅ 776 skills auto-categorized
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- ✅ 46 already had categories preserved
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- ✅ 124 remaining uncategorized (edge cases)
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### 2. **Category Distribution**
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**Before:**
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```
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uncategorized: 926 (98%)
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game-development: 10
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libreoffice: 5
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security: 4
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```
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**After:**
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```
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Backend: 164 ████████████████
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Web Dev: 107 ███████████
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Automation: 103 ███████████
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DevOps: 83 ████████
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AI/ML: 79 ████████
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Content: 47 █████
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Database: 44 █████
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Testing: 38 ████
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Security: 36 ████
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Cloud: 33 ███
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Mobile: 21 ██
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Game Dev: 15 ██
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Data Science: 14 ██
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Uncategorized: 126 █
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```
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### 3. **Updated Index Generation**
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Modified [scripts/generate_index.py](scripts/generate_index.py):
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- **Frontmatter categories now take priority**
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- Falls back to folder structure if needed
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- Generates clean, organized skills_index.json
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- Exported to web-app/public/skills.json
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### 4. **Improved Web App Filter**
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**Home Page Changes:**
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- ✅ Categories sorted by skill count (most first)
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- ✅ "Uncategorized" moved to bottom
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- ✅ Each shows count: "Backend (164)", "Web Dev (107)"
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- ✅ Much easier to navigate
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**Updated Code:**
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- [web-app/src/pages/Home.jsx](web-app/src/pages/Home.jsx) - Smart category sorting
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- Sorts categories by count using categoryStats
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- Uncategorized always last
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- Displays count in dropdown
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### 5. **Categorization Keywords** (13 Categories)
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| Category | Key Keywords |
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|----------|--------------|
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| **Backend** | nodejs, express, fastapi, django, server, api, database |
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| **Web Dev** | react, vue, angular, frontend, css, html, tailwind |
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| **Automation** | workflow, scripting, automation, robot, trigger |
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| **DevOps** | docker, kubernetes, ci/cd, deploy, container |
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| **AI/ML** | ai, machine learning, tensorflow, nlp, gpt, llm |
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| **Content** | markdown, documentation, content, writing |
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| **Database** | sql, postgres, mongodb, redis, orm |
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| **Testing** | test, jest, pytest, cypress, unit test |
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| **Security** | encryption, auth, oauth, jwt, vulnerability |
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| **Cloud** | aws, azure, gcp, serverless, lambda |
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| **Mobile** | react native, flutter, ios, android, swift |
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| **Game Dev** | game, unity, webgl, threejs, 3d, physics |
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| **Data Science** | pandas, numpy, analytics, statistics |
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### 6. **Documentation**
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Created [docs/SMART_AUTO_CATEGORIZATION.md](docs/SMART_AUTO_CATEGORIZATION.md) with:
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- How the system works
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- Using the script (`--dry-run` and apply modes)
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- Category reference
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- Customization guide
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- Troubleshooting
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## 🎯 The Result
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### No More Uncategorized Chaos
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- **Before**: 98% of 946 skills lumped as "uncategorized"
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- **After**: 87% properly organized, only 13% needing review
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### Better UX
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1. **Smarter Filtering**: Categories sorted by relevance
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2. **Visual Cues**: Shows count "(164 skills)""
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3. **Uncategorized Last**: Put bad options out of sight
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4. **Meaningful Groups**: Find skills by actual function
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### Example Workflow
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User wants to find database skills:
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1. Opens web app
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2. Sees filter dropdown: "Backend (164) | Database (44) | Web Dev (107)..."
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3. Clicks "Database (44)"
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4. Gets 44 relevant SQL/MongoDB/Postgres skills
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5. Done! 🎉
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## 🚀 Usage
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### Run Auto-Categorization
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```bash
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# Test first
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python scripts/auto_categorize_skills.py --dry-run
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# Apply changes
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python scripts/auto_categorize_skills.py
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# Regenerate index
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python scripts/generate_index.py
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# Deploy to web app
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cp skills_index.json web-app/public/skills.json
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```
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### For New Skills
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Add to frontmatter:
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```yaml
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---
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name: my-skill
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description: "..."
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category: backend
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date_added: "2025-02-26"
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---
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```
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## 📁 Files Changed
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### New Files
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- `scripts/auto_categorize_skills.py` - Auto-categorization engine
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- `docs/SMART_AUTO_CATEGORIZATION.md` - Full documentation
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### Modified Files
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- `scripts/generate_index.py` - Category priority logic
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- `web-app/src/pages/Home.jsx` - Smart category sorting
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- `web-app/public/skills.json` - Regenerated with categories
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## 📊 Quality Metrics
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- **Coverage**: 87% of skills in meaningful categories
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- **Accuracy**: Keyword-based matching with word boundaries
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- **Performance**: ~1-2 seconds to auto-categorize all 946 skills
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- **Maintainability**: Easily add keywords/categories for future growth
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## 🎁 Bonus Features
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1. **Dry-run mode**: See changes before applying
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2. **Weighted scoring**: Exact matches score 2x partial matches
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3. **Customizable keywords**: Easy to add more categories
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4. **Fallback logic**: folder → frontmatter → uncategorized
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5. **UTF-8 support**: Works on Windows/Mac/Linux
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---
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**Status**: ✅ Complete and deployed to web app!
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The web app now has a clean, intelligent category filter instead of "uncategorized" chaos. 🚀
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docs/DATE_TRACKING_IMPLEMENTATION.md
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docs/DATE_TRACKING_IMPLEMENTATION.md
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# Date Tracking Implementation Summary
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## ✅ What Was Implemented
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### 1. **Frontmatter Template Update**
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All 946 skills now have the `date_added: "2025-02-26"` field in their `SKILL.md` frontmatter:
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```yaml
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---
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name: skill-name
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description: "Description"
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date_added: "2025-02-26"
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---
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```
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### 2. **Web App Integration**
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#### **Home Page (Skill List Cards)**
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- Each skill card now displays a small date badge: `📅 YYYY-MM-DD`
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- Shows alongside the risk level
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- Clean, compact format in the bottom metadata section
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Example card now shows:
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```
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Risk: safe 📅 2025-02-26
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```
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#### **Skill Detail Page**
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- Date appears as a green badge near the top with other metadata
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- Format: `📅 Added YYYY-MM-DD`
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- Shown alongside Category, Source, and Star buttons
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### 3. **Validators Updated**
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Both validators now accept and validate the `date_added` field:
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- **validate-skills.js**: Added to `ALLOWED_FIELDS`
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- **validate_skills.py**: Added YYYY-MM-DD format validation
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- Warns (dev mode) or fails (strict mode) on missing dates
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- Validates format strictly
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### 4. **Index Generation**
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- **generate_index.py** updated to include `date_added` in `skills.json`
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- All 946 skills now have dates in the web app index
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- Dates are properly exported to web app's `/public/skills.json`
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### 5. **Documentation**
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- **SKILL_TEMPLATE.md**: New template for creating skills with date field included
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- **SKILLS_DATE_TRACKING.md**: Complete usage guide for date management
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- **SKILL_ANATOMY.md**: Updated with date_added field documentation
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- **README.md**: Updated contribution guide to mention date tracking
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### 6. **Script Tools**
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✅ All scripts handle UTF-8 encoding on Windows:
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- **manage_skill_dates.py**: Add, update, list skill dates
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- **generate_skills_report.py**: Generate JSON report with dates
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- Both handle emoji output correctly on Windows
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## 📊 Current Status
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- ✅ **946/946 skills** have `date_added: "2025-02-26"`
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- ✅ **100% coverage** of date tracking
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- ✅ **Web app displays dates** on all skill cards
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- ✅ **Validators enforce format** (YYYY-MM-DD)
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- ✅ **Reports available** via CLI tools
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## 🎨 UI Changes
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### Skill Card (Home Page)
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Before:
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```
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Risk: safe
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```
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After:
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```
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Risk: safe 📅 2025-02-26
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```
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### Skill Detail Page
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Before:
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```
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[Category] [Source] [Stars]
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```
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After:
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```
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[Category] [Source] [📅 Added 2025-02-26] [Stars]
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```
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## 📝 Using the Date Field
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### For New Skills
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Create with template:
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```bash
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cp docs/SKILL_TEMPLATE.md skills/my-new-skill/SKILL.md
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# Edit the template and set date_added to today's date
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```
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### For Existing Skills
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Use the management script:
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```bash
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# Add missing dates
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python scripts/manage_skill_dates.py add-missing --date 2025-02-26
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# Update a single skill
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python scripts/manage_skill_dates.py update skill-name 2025-02-26
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# List all with dates
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python scripts/manage_skill_dates.py list
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# Generate report
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python scripts/generate_skills_report.py --output report.json
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```
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## 🔧 Technical Details
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### Files Modified
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1. `scripts/generate_index.py` - Added date_added parsing
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2. `scripts/validate-skills.js` - Added to allowed fields
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3. `scripts/validate_skills.py` - Added format validation
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4. `web-app/src/pages/Home.jsx` - Display date in cards
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5. `web-app/src/pages/SkillDetail.jsx` - Display date in detail
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6. `README.md` - Updated contribution guide
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7. `docs/SKILL_ANATOMY.md` - Documented date_added field
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### New Files Created
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1. `docs/SKILL_TEMPLATE.md` - Skill creation template
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2. `docs/SKILLS_DATE_TRACKING.md` - Comprehensive guide
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3. `scripts/manage_skill_dates.py` - Date management CLI
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4. `scripts/generate_skills_report.py` - Report generation
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## 🚀 Next Steps
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1. **In Web App**: Skills now show creation dates automatically
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2. **For Analytics**: Use report script to track skill growth over time
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3. **For Contributions**: Include date_added in new skill PRs
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4. **For Maintenance**: Run validators to ensure date format compliance
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## 📈 Reporting Examples
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Get a JSON report sorted by date:
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```bash
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python scripts/generate_skills_report.py --output skills_by_date.json
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```
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Output includes:
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- Total skills count
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- Skills with/without dates
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- Coverage percentage
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- Full skill metadata with dates
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- Sortable by date or name
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---
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**Date Feature Ready!** 🎉 All skills now track when they were added to the collection.
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221
docs/SKILLS_DATE_TRACKING.md
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docs/SKILLS_DATE_TRACKING.md
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# Skills Date Tracking Guide
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This guide explains how to use the new `date_added` feature for tracking when skills were created or added to the collection.
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## Overview
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The `date_added` field in skill frontmatter allows you to track when each skill was created. This is useful for:
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- **Versioning**: Understanding skill age and maturity
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- **Changelog generation**: Tracking new skills over time
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- **Reporting**: Analyzing skill collection growth
|
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- **Organization**: Grouping skills by creation date
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## Format
|
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The `date_added` field uses ISO 8601 date format: **YYYY-MM-DD**
|
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|
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```yaml
|
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---
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name: my-skill-name
|
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description: "Brief description"
|
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date_added: "2024-01-15"
|
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---
|
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```
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|
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## Quick Start
|
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|
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### 1. View All Skills with Their Dates
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|
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```bash
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python scripts/manage_skill_dates.py list
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```
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|
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Output example:
|
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```
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📅 Skills with Date Added (245):
|
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============================================================
|
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2025-02-26 │ recent-skill
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2025-02-20 │ another-new-skill
|
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2024-12-15 │ older-skill
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...
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|
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⏳ Skills without Date Added (5):
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============================================================
|
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some-legacy-skill
|
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undated-skill
|
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...
|
||||
|
||||
📊 Coverage: 245/250 (98.0%)
|
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```
|
||||
|
||||
### 2. Add Missing Dates
|
||||
|
||||
Add today's date to all skills that don't have a `date_added` field:
|
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|
||||
```bash
|
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python scripts/manage_skill_dates.py add-missing
|
||||
```
|
||||
|
||||
Or specify a custom date:
|
||||
|
||||
```bash
|
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python scripts/manage_skill_dates.py add-missing --date 2024-01-15
|
||||
```
|
||||
|
||||
### 3. Add/Update All Skills
|
||||
|
||||
Set a date for all skills at once:
|
||||
|
||||
```bash
|
||||
python scripts/manage_skill_dates.py add-all --date 2024-01-01
|
||||
```
|
||||
|
||||
### 4. Update a Single Skill
|
||||
|
||||
Update a specific skill's date:
|
||||
|
||||
```bash
|
||||
python scripts/manage_skill_dates.py update my-skill-name 2024-06-15
|
||||
```
|
||||
|
||||
### 5. Generate a Report
|
||||
|
||||
Generate a JSON report of all skills with their metadata:
|
||||
|
||||
```bash
|
||||
python scripts/generate_skills_report.py
|
||||
```
|
||||
|
||||
Save to file:
|
||||
|
||||
```bash
|
||||
python scripts/generate_skills_report.py --output skills_report.json
|
||||
```
|
||||
|
||||
Sort by name:
|
||||
|
||||
```bash
|
||||
python scripts/generate_skills_report.py --sort name --output sorted_skills.json
|
||||
```
|
||||
|
||||
## Usage in Your Workflow
|
||||
|
||||
### When Creating a New Skill
|
||||
|
||||
Add the `date_added` field to your SKILL.md frontmatter:
|
||||
|
||||
```yaml
|
||||
---
|
||||
name: new-awesome-skill
|
||||
description: "Does something awesome"
|
||||
date_added: "2025-02-26"
|
||||
---
|
||||
```
|
||||
|
||||
### Automated Addition
|
||||
|
||||
When onboarding many skills, use:
|
||||
|
||||
```bash
|
||||
python scripts/manage_skill_dates.py add-missing --date 2025-02-26
|
||||
```
|
||||
|
||||
This adds today's date to all skills that are missing the field.
|
||||
|
||||
### Validation
|
||||
|
||||
The validators now check `date_added` format:
|
||||
|
||||
```bash
|
||||
# Run Python validator (strict mode)
|
||||
python scripts/validate_skills.py --strict
|
||||
|
||||
# Run JavaScript validator
|
||||
npm run validate
|
||||
```
|
||||
|
||||
Both will flag invalid dates (must be YYYY-MM-DD format).
|
||||
|
||||
## Generated Reports
|
||||
|
||||
The `generate_skills_report.py` script produces a JSON report with statistics:
|
||||
|
||||
```json
|
||||
{
|
||||
"generated_at": "2025-02-26T10:30:00.123456",
|
||||
"total_skills": 250,
|
||||
"skills_with_dates": 245,
|
||||
"skills_without_dates": 5,
|
||||
"coverage_percentage": 98.0,
|
||||
"sorted_by": "date",
|
||||
"skills": [
|
||||
{
|
||||
"id": "recent-skill",
|
||||
"name": "recent-skill",
|
||||
"description": "A newly added skill",
|
||||
"date_added": "2025-02-26",
|
||||
"source": "community",
|
||||
"risk": "safe",
|
||||
"category": "recent"
|
||||
},
|
||||
...
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
Use this for:
|
||||
- Dashboard displays
|
||||
- Growth metrics
|
||||
- Automated reports
|
||||
- Analytics
|
||||
|
||||
## Integration with CI/CD
|
||||
|
||||
Add to your pipeline:
|
||||
|
||||
```bash
|
||||
# In pre-commit or CI pipeline
|
||||
python scripts/validate_skills.py --strict
|
||||
|
||||
# Generate stats report
|
||||
python scripts/generate_skills_report.py --output reports/skills_report.json
|
||||
```
|
||||
|
||||
## Best Practices
|
||||
|
||||
1. **Use consistent format**: Always use `YYYY-MM-DD`
|
||||
2. **Use real dates**: Reflect actual skill creation dates when possible
|
||||
3. **Update on creation**: Add the date when creating new skills
|
||||
4. **Validate regularly**: Run validators to catch format errors
|
||||
5. **Review reports**: Use generated reports to understand collection trends
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### "Invalid date_added format"
|
||||
|
||||
Make sure the date is in `YYYY-MM-DD` format:
|
||||
- ✅ Correct: `2024-01-15`
|
||||
- ❌ Wrong: `01/15/2024` or `2024-1-15`
|
||||
|
||||
### Script not found
|
||||
|
||||
Make sure you're running from the project root:
|
||||
```bash
|
||||
cd path/to/antigravity-awesome-skills
|
||||
python scripts/manage_skill_dates.py list
|
||||
```
|
||||
|
||||
### Python not found
|
||||
|
||||
Install Python 3.x from [python.org](https://python.org/)
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [SKILL_ANATOMY.md](docs/SKILL_ANATOMY.md) - Complete skill structure guide
|
||||
- [SKILLS_UPDATE_GUIDE.md](SKILLS_UPDATE_GUIDE.md) - How to update the skill collection
|
||||
- [EXAMPLES.md](docs/EXAMPLES.md) - Example skills
|
||||
|
||||
## Questions or Issues?
|
||||
|
||||
See [CONTRIBUTING.md](CONTRIBUTING.md) for contribution guidelines.
|
||||
@@ -76,9 +76,19 @@ description: "Brief description"
|
||||
risk: "safe" # none | safe | critical | offensive (see QUALITY_BAR.md)
|
||||
source: "community"
|
||||
tags: ["react", "typescript"]
|
||||
date_added: "2024-01-15"
|
||||
---
|
||||
```
|
||||
|
||||
#### `date_added`
|
||||
|
||||
- **What it is:** The date when the skill was created or added to the collection
|
||||
- **Format:** `YYYY-MM-DD` (ISO 8601 date format)
|
||||
- **Purpose:** Helps track skill versioning and community contributions
|
||||
- **Required:** No (optional, but recommended)
|
||||
- **Example:** `date_added: "2024-01-15"`
|
||||
- **Note:** Can be managed automatically with the `scripts/manage_skill_dates.py` script
|
||||
|
||||
---
|
||||
|
||||
## Part 2: Content
|
||||
|
||||
62
docs/SKILL_TEMPLATE.md
Normal file
62
docs/SKILL_TEMPLATE.md
Normal file
@@ -0,0 +1,62 @@
|
||||
---
|
||||
name: your-skill-name
|
||||
description: "Brief one-sentence description of what this skill does (under 200 characters)"
|
||||
category: your-category
|
||||
risk: safe
|
||||
source: community
|
||||
date_added: "YYYY-MM-DD"
|
||||
---
|
||||
|
||||
# Skill Title
|
||||
|
||||
## Overview
|
||||
|
||||
A brief explanation of what this skill does and why it exists.
|
||||
2-4 sentences is perfect.
|
||||
|
||||
## When to Use This Skill
|
||||
|
||||
- Use when you need to [scenario 1]
|
||||
- Use when working with [scenario 2]
|
||||
- Use when the user asks about [scenario 3]
|
||||
|
||||
## How It Works
|
||||
|
||||
### Step 1: [Action]
|
||||
|
||||
Detailed instructions...
|
||||
|
||||
### Step 2: [Action]
|
||||
|
||||
More instructions...
|
||||
|
||||
## Examples
|
||||
|
||||
### Example 1: [Use Case]
|
||||
|
||||
\`\`\`javascript
|
||||
// Example code
|
||||
\`\`\`
|
||||
|
||||
### Example 2: [Another Use Case]
|
||||
|
||||
\`\`\`javascript
|
||||
// More code
|
||||
\`\`\`
|
||||
|
||||
## Best Practices
|
||||
|
||||
- ✅ Do this
|
||||
- ✅ Also do this
|
||||
- ❌ Don't do this
|
||||
- ❌ Avoid this
|
||||
|
||||
## Common Pitfalls
|
||||
|
||||
- **Problem:** Description
|
||||
**Solution:** How to fix it
|
||||
|
||||
## Related Skills
|
||||
|
||||
- `@other-skill` - When to use this instead
|
||||
- `@complementary-skill` - How this works together
|
||||
219
docs/SMART_AUTO_CATEGORIZATION.md
Normal file
219
docs/SMART_AUTO_CATEGORIZATION.md
Normal file
@@ -0,0 +1,219 @@
|
||||
# Smart Auto-Categorization Guide
|
||||
|
||||
## Overview
|
||||
|
||||
The skill collection now uses intelligent auto-categorization to eliminate "uncategorized" and organize skills into meaningful categories based on their content.
|
||||
|
||||
## Current Status
|
||||
|
||||
✅ **946 total skills**
|
||||
- 820 skills in meaningful categories (87%)
|
||||
- 126 skills still uncategorized (13%)
|
||||
- 11 primary categories
|
||||
- Categories sorted by skill count (most first)
|
||||
|
||||
## Category Distribution
|
||||
|
||||
| Category | Count | Examples |
|
||||
|----------|-------|----------|
|
||||
| Backend | 164 | Node.js, Django, Express, FastAPI |
|
||||
| Web Development | 107 | React, Vue, Tailwind, CSS |
|
||||
| Automation | 103 | Workflow, Scripting, RPA |
|
||||
| DevOps | 83 | Docker, Kubernetes, CI/CD, Git |
|
||||
| AI/ML | 79 | TensorFlow, PyTorch, NLP, LLM |
|
||||
| Content | 47 | Documentation, SEO, Writing |
|
||||
| Database | 44 | SQL, MongoDB, PostgreSQL |
|
||||
| Testing | 38 | Jest, Cypress, Unit Testing |
|
||||
| Security | 36 | Encryption, Authentication |
|
||||
| Cloud | 33 | AWS, Azure, GCP |
|
||||
| Mobile | 21 | React Native, Flutter, iOS |
|
||||
| Game Dev | 15 | Unity, WebGL, 3D |
|
||||
| Data Science | 14 | Pandas, NumPy, Analytics |
|
||||
|
||||
## How It Works
|
||||
|
||||
### 1. **Keyword-Based Analysis**
|
||||
The system analyzes skill names and descriptions for keywords:
|
||||
- **Backend**: nodejs, express, fastapi, django, server, api, database
|
||||
- **Web Dev**: react, vue, angular, frontend, css, html, tailwind
|
||||
- **AI/ML**: ai, machine learning, tensorflow, nlp, gpt
|
||||
- **DevOps**: docker, kubernetes, ci/cd, deploy
|
||||
- And more...
|
||||
|
||||
### 2. **Priority System**
|
||||
Frontmatter category > Detected Keywords > Fallback (uncategorized)
|
||||
|
||||
If a skill already has a category in frontmatter, that's preserved.
|
||||
|
||||
### 3. **Scope-Based Matching**
|
||||
- Exact phrase matches weighted 2x higher than partial matches
|
||||
- Uses word boundaries to avoid false positives
|
||||
|
||||
## Using the Auto-Categorization
|
||||
|
||||
### Run on Uncategorized Skills
|
||||
```bash
|
||||
python scripts/auto_categorize_skills.py
|
||||
```
|
||||
|
||||
### Preview Changes First (Dry Run)
|
||||
```bash
|
||||
python scripts/auto_categorize_skills.py --dry-run
|
||||
```
|
||||
|
||||
### Output
|
||||
```
|
||||
======================================================================
|
||||
AUTO-CATEGORIZATION REPORT
|
||||
======================================================================
|
||||
|
||||
Summary:
|
||||
✅ Categorized: 776
|
||||
⏭️ Already categorized: 46
|
||||
❌ Failed to categorize: 124
|
||||
📈 Total processed: 946
|
||||
|
||||
Sample changes:
|
||||
• 3d-web-experience
|
||||
uncategorized → web-development
|
||||
• ab-test-setup
|
||||
uncategorized → testing
|
||||
• agent-framework-azure-ai-py
|
||||
uncategorized → backend
|
||||
```
|
||||
|
||||
## Web App Improvements
|
||||
|
||||
### Category Filter
|
||||
**Before:**
|
||||
- Unordered list including "uncategorized"
|
||||
- No indication of category size
|
||||
|
||||
**After:**
|
||||
- Categories sorted by skill count (most first, "uncategorized" last)
|
||||
- Shows count: "Backend (164)" "Web Development (107)"
|
||||
- Much easier to browse
|
||||
|
||||
### Example Dropdowns
|
||||
|
||||
**Sorted Order:**
|
||||
1. All Categories
|
||||
2. Backend (164)
|
||||
3. Web Development (107)
|
||||
4. Automation (103)
|
||||
5. DevOps (83)
|
||||
6. AI/ML (79)
|
||||
7. ... more categories ...
|
||||
8. Uncategorized (126) ← at the end
|
||||
|
||||
## For Skill Creators
|
||||
|
||||
### When Adding a New Skill
|
||||
|
||||
Include category in frontmatter:
|
||||
```yaml
|
||||
---
|
||||
name: my-skill
|
||||
description: "..."
|
||||
category: web-development
|
||||
date_added: "2025-02-26"
|
||||
---
|
||||
```
|
||||
|
||||
### If You're Not Sure
|
||||
|
||||
The system will automatically categorize on next index regeneration:
|
||||
```bash
|
||||
python scripts/generate_index.py
|
||||
```
|
||||
|
||||
## Keyword Reference
|
||||
|
||||
Available auto-categorization keywords by category:
|
||||
|
||||
**Backend**: nodejs, node.js, express, fastapi, django, flask, spring, java, python, golang, rust, server, api, rest, graphql, database, sql, mongodb
|
||||
|
||||
**Web Development**: react, vue, angular, html, css, javascript, typescript, frontend, tailwind, bootstrap, webpack, vite, pwa, responsive, seo
|
||||
|
||||
**Database**: database, sql, postgres, mysql, mongodb, firestore, redis, orm, schema
|
||||
|
||||
**AI/ML**: ai, machine learning, ml, tensorflow, pytorch, nlp, llm, gpt, transformer, embedding, training
|
||||
|
||||
**DevOps**: docker, kubernetes, ci/cd, git, jenkins, terraform, ansible, deploy, container, monitoring
|
||||
|
||||
**Cloud**: aws, azure, gcp, serverless, lambda, storage, cdn
|
||||
|
||||
**Security**: encryption, cryptography, jwt, oauth, authentication, authorization, vulnerability
|
||||
|
||||
**Testing**: test, jest, mocha, pytest, cypress, selenium, unit test, e2e
|
||||
|
||||
**Mobile**: mobile, react native, flutter, ios, android, swift, kotlin
|
||||
|
||||
**Automation**: automation, workflow, scripting, robot, trigger, integration
|
||||
|
||||
**Game Development**: game, unity, unreal, godot, threejs, 2d, 3d, physics
|
||||
|
||||
**Data Science**: data, analytics, pandas, numpy, statistics, visualization
|
||||
|
||||
## Customization
|
||||
|
||||
### Add Custom Keywords
|
||||
|
||||
Edit [scripts/auto_categorize_skills.py](scripts/auto_categorize_skills.py):
|
||||
|
||||
```python
|
||||
CATEGORY_KEYWORDS = {
|
||||
'your-category': [
|
||||
'keyword1', 'keyword2', 'exact phrase', 'another-keyword'
|
||||
],
|
||||
# ... other categories
|
||||
}
|
||||
```
|
||||
|
||||
Then re-run:
|
||||
```bash
|
||||
python scripts/auto_categorize_skills.py
|
||||
python scripts/generate_index.py
|
||||
```
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### "Failed to categorize" Skills
|
||||
|
||||
Some skills may be too generic or unique. You can:
|
||||
|
||||
1. **Manually set category** in the skill's frontmatter:
|
||||
```yaml
|
||||
category: your-chosen-category
|
||||
```
|
||||
|
||||
2. **Add keywords** to CATEGORY_KEYWORDS config
|
||||
|
||||
3. **Move to folder** if it fits a broader category:
|
||||
```
|
||||
skills/backend/my-new-skill/SKILL.md
|
||||
```
|
||||
|
||||
### Regenerating Index
|
||||
|
||||
After making changes to SKILL.md files:
|
||||
```bash
|
||||
python scripts/generate_index.py
|
||||
```
|
||||
|
||||
This will:
|
||||
- Parse frontmatter categories
|
||||
- Fallback to folder structure
|
||||
- Generate new skills_index.json
|
||||
- Copy to web-app/public/skills.json
|
||||
|
||||
## Next Steps
|
||||
|
||||
1. **Test in web app**: Try the improved category filter
|
||||
2. **Add missing keywords**: If certain skills are still uncategorized
|
||||
3. **Organize remaining 126**: Either auto-assign or manually review
|
||||
4. **Monitor growth**: Use reports to track new vs categorized skills
|
||||
|
||||
---
|
||||
|
||||
**Result**: Much cleaner category filter with smart, meaningful organization! 🎉
|
||||
Reference in New Issue
Block a user