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# Skill Seeker Development Roadmap
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## Vision
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Transform Skill Seeker into the easiest way to create Claude AI skills from **any knowledge source** - documentation websites, PDFs, codebases, GitHub repos, Office docs, and more - with both CLI and MCP interfaces.
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## 🎯 New Approach: Flexible, Incremental Development
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**Philosophy:** Small tasks → Pick one → Complete → Move on
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Instead of rigid milestones, we now use a **flexible task-based approach**:
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- 100+ small, independent tasks across 10 categories
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- Pick any task, any order
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- Start small, ship often
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- No deadlines, just continuous progress
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**See:** [FLEXIBLE_ROADMAP.md](FLEXIBLE_ROADMAP.md) for the complete task list!
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---
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## 🎯 Milestones
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### ✅ v1.0 - Production Release (COMPLETED - Oct 19, 2025)
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**Released:** October 19, 2025 | **Tag:** v1.0.0
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#### Core Features ✅
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- [x] Documentation scraping with BFS
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- [x] Smart categorization
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- [x] Language detection
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- [x] Pattern extraction
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- [x] 12 preset configurations (Godot, React, Vue, Django, FastAPI, Tailwind, Kubernetes, Astro, etc.)
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- [x] Comprehensive test suite (14 tests, 100% pass rate)
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#### MCP Integration ✅
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- [x] Monorepo refactor (cli/ and mcp/)
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- [x] MCP server with 9 tools (fully functional)
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- [x] All MCP tools tested and working
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- [x] Complete MCP documentation
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- [x] Setup automation (setup_mcp.sh)
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#### Large Documentation Support ✅
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- [x] Config splitting for 40K+ page docs
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- [x] Router/hub skill generation
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- [x] Checkpoint/resume functionality
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- [x] Parallel scraping support
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#### Auto-Upload Feature ✅
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- [x] Smart API key detection
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- [x] Automatic upload to Claude
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- [x] Cross-platform folder opening
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- [x] Graceful fallback to manual upload
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**Statistics:**
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- 9 MCP tools (fully working)
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- 12 preset configurations
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- 14/14 tests passing (100%)
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- ~3,800 lines of code
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- Complete documentation suite
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---
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## 📋 Task Categories (Flexible Development)
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See [FLEXIBLE_ROADMAP.md](FLEXIBLE_ROADMAP.md) for detailed task breakdown.
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### Category Summary:
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- **🌐 Community & Sharing** - Config/knowledge sharing website features
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- **🛠️ New Input Formats** - PDF, Word, Excel, Markdown support
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- **💻 Codebase Knowledge** - GitHub repos, local code scraping
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- **🔌 Context7 Integration** - Enhanced context management
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- **🚀 MCP Enhancements** - New tools and quality improvements
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- **⚡ Performance & Reliability** - Core improvements
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- **🎨 Tools & Utilities** - Standalone helper tools
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- **📚 Community Response** - Address GitHub issues
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- **🎓 Content & Documentation** - Videos and guides
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- **🧪 Testing & Quality** - Test coverage expansion
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---
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### ~~📋 v1.1 - Website Launch (PLANNED)~~ → Now flexible tasks!
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**Goal:** Create professional website and community presence
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**Timeline:** November 2025 (Due: Nov 3, 2025)
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**Features:**
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- Professional landing page (skillseekersweb.com)
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- Documentation migration to website
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- Preset showcase gallery (interactive)
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- Blog with release notes and tutorials
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- SEO optimization
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- Analytics integration
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**Community:**
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- Video tutorial series
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- Contributing guidelines
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- Issue templates and workflows
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- GitHub Project board
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- Community engagement
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---
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### 📋 v1.2 - Core Improvements (PLANNED)
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**Goal:** Address technical debt and performance
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**Timeline:** Late November 2025
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**Technical Enhancements:**
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- URL normalization/deduplication
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- Memory optimization for large docs
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- HTML parser fallback (lxml)
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- Selector validation tool
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- Incremental update system
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**MCP Enhancements:**
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- Interactive config wizard via MCP
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- Real-time progress updates
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- Auto-detect documentation patterns
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- Enhanced error handling and logging
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- Batch operations
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---
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### 📋 v2.0 - Intelligence Layer (PLANNED)
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**Goal:** Smart defaults and auto-configuration
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**Timeline:** December 2025
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**Features:**
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- **Auto-detection:**
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- Automatically find best selectors
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- Detect documentation framework (Docusaurus, GitBook, etc.)
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- Suggest optimal rate_limit and max_pages
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- **Quality Metrics:**
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- Analyze generated SKILL.md quality
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- Suggest improvements
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- Validate code examples
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- **Templates:**
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- Pre-built configs for popular frameworks
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- Community config sharing
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- One-click generation for common docs
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**Example:**
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```
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User: "Create skill from https://tailwindcss.com/docs"
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Tool: Auto-detects Tailwind, uses template, generates in 30 seconds
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```
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---
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### 💭 v3.0 - Platform Features (IDEAS)
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**Goal:** Build ecosystem around skill generation
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**Possible Features:**
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- Web UI for config generation
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- GitHub Actions integration
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- Skill marketplace
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- Analytics dashboard
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- API for programmatic access
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---
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## 🎨 Feature Ideas
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### High Priority
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1. **Selector Auto-Detection** - Analyze page, suggest selectors
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2. **Progress Streaming** - Real-time updates during scraping
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3. **Config Validation UI** - Visual feedback on config quality
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4. **Batch Processing** - Handle multiple sites at once
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### Medium Priority
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5. **Skill Quality Score** - Rate generated skills
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6. **Enhanced SKILL.md** - Better templates, more examples
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7. **Documentation Framework Detection** - Auto-detect Docusaurus, VuePress, etc.
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8. **Custom Categories AI** - Use AI to suggest categories
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### Low Priority
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9. **Web Dashboard** - Browser-based interface
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10. **Skill Analytics** - Track usage, quality metrics
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11. **Community Configs** - Share and discover configs
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12. **Plugin System** - Extend with custom scrapers
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---
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## 🔬 Research Areas
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### MCP Enhancements
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- [ ] Investigate MCP progress/streaming APIs
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- [ ] Test MCP with large documentation sites
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- [ ] Explore MCP caching strategies
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### AI Integration
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- [ ] Use Claude to auto-generate categories
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- [ ] AI-powered selector detection
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- [ ] Quality analysis with LLMs
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### Performance
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- [ ] Parallel scraping
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- [ ] Incremental updates
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- [ ] Smart caching
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---
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## 📊 Metrics & Goals
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### Current State (Oct 20, 2025) ✅
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- ✅ 12 preset configs (Godot, React, Vue, Django, FastAPI, Tailwind, Kubernetes, Astro, etc.)
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- ✅ 14/14 tests (100% pass rate)
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- ✅ 9 MCP tools (fully functional)
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- ✅ ~3,800 lines of code
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- ✅ Complete documentation suite
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- ✅ Production-ready v1.0.0 release
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- ✅ Auto-upload functionality
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- ✅ Large documentation support (40K+ pages)
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### Goals for v1.1 (Website Launch)
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- 🎯 Professional website live
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- 🎯 Video tutorial series (5 videos)
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- 🎯 20+ GitHub stars
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- 🎯 Community engagement started
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- 🎯 Documentation site migration
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### Goals for v1.2 (Core Improvements)
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- 🎯 Enhanced MCP features
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- 🎯 Performance optimization
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- 🎯 Better error handling
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- 🎯 Incremental update system
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### Goals for v2.0 (Intelligence)
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- 🎯 50+ preset configs
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- 🎯 Auto-detection for 80%+ of sites
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- 🎯 <1 minute skill generation
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- 🎯 Community contributions
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- 🎯 Quality scoring system
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---
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## 🤝 Contributing
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See [CONTRIBUTING.md](CONTRIBUTING.md) for:
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- How to add new MCP tools
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- Testing guidelines
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- Code style
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- PR process
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---
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## 📅 Release Schedule
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| Version | Target Date | Status | Focus |
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|---------|-------------|--------|-------|
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| v1.0.0 | Oct 19, 2025 | ✅ **RELEASED** | Core CLI + MCP Integration |
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| v1.1.0 | Nov 3, 2025 | 📋 Planned | Website Launch |
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| v1.2.0 | Late Nov 2025 | 📋 Planned | Core Improvements |
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| v2.0.0 | Dec 2025 | 📋 Planned | Intelligence Layer |
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| v3.0.0 | Q1 2026 | 💭 Ideas | Platform Features |
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---
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## 🔗 Related Projects
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- [Model Context Protocol](https://modelcontextprotocol.io/)
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- [Claude Code](https://claude.ai/code)
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- [Anthropic Claude](https://claude.ai)
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- Documentation frameworks we support: Docusaurus, GitBook, VuePress, Sphinx, MkDocs
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---
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**Last Updated:** October 20, 2025
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