# Skill Seeker Development Roadmap

## Vision
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.

## 🎯 New Approach: Flexible, Incremental Development

**Philosophy:** Small tasks → Pick one → Complete → Move on

Instead of rigid milestones, we now use a **flexible task-based approach**:
- 100+ small, independent tasks across 10 categories
- Pick any task, any order
- Start small, ship often
- No deadlines, just continuous progress

**See:** [FLEXIBLE_ROADMAP.md](FLEXIBLE_ROADMAP.md) for the complete task list!

---

## 🎯 Milestones

### ✅ v1.0 - Production Release (COMPLETED - Oct 19, 2025)
**Released:** October 19, 2025 | **Tag:** v1.0.0

#### Core Features ✅
- [x] Documentation scraping with BFS
- [x] Smart categorization
- [x] Language detection
- [x] Pattern extraction
- [x] 12 preset configurations (Godot, React, Vue, Django, FastAPI, Tailwind, Kubernetes, Astro, etc.)
- [x] Comprehensive test suite (14 tests, 100% pass rate)

#### MCP Integration ✅
- [x] Monorepo refactor (cli/ and mcp/)
- [x] MCP server with 9 tools (fully functional)
- [x] All MCP tools tested and working
- [x] Complete MCP documentation
- [x] Setup automation (setup_mcp.sh)

#### Large Documentation Support ✅
- [x] Config splitting for 40K+ page docs
- [x] Router/hub skill generation
- [x] Checkpoint/resume functionality
- [x] Parallel scraping support

#### Auto-Upload Feature ✅
- [x] Smart API key detection
- [x] Automatic upload to Claude
- [x] Cross-platform folder opening
- [x] Graceful fallback to manual upload

**Statistics:**
- 9 MCP tools (fully working)
- 12 preset configurations
- 14/14 tests passing (100%)
- ~3,800 lines of code
- Complete documentation suite

---

## 📋 Task Categories (Flexible Development)

See [FLEXIBLE_ROADMAP.md](FLEXIBLE_ROADMAP.md) for detailed task breakdown.

### Category Summary:
- **🌐 Community & Sharing** - Config/knowledge sharing website features
- **🛠️ New Input Formats** - PDF, Word, Excel, Markdown support
- **💻 Codebase Knowledge** - GitHub repos, local code scraping
- **🔌 Context7 Integration** - Enhanced context management
- **🚀 MCP Enhancements** - New tools and quality improvements
- **⚡ Performance & Reliability** - Core improvements
- **🎨 Tools & Utilities** - Standalone helper tools
- **📚 Community Response** - Address GitHub issues
- **🎓 Content & Documentation** - Videos and guides
- **🧪 Testing & Quality** - Test coverage expansion

---

### ~~📋 v1.1 - Website Launch (PLANNED)~~ → Now flexible tasks!
**Goal:** Create professional website and community presence
**Timeline:** November 2025 (Due: Nov 3, 2025)

**Features:**
- Professional landing page (skillseekersweb.com)
- Documentation migration to website
- Preset showcase gallery (interactive)
- Blog with release notes and tutorials
- SEO optimization
- Analytics integration

**Community:**
- Video tutorial series
- Contributing guidelines
- Issue templates and workflows
- GitHub Project board
- Community engagement

---

### 📋 v1.2 - Core Improvements (PLANNED)
**Goal:** Address technical debt and performance
**Timeline:** Late November 2025

**Technical Enhancements:**
- URL normalization/deduplication
- Memory optimization for large docs
- HTML parser fallback (lxml)
- Selector validation tool
- Incremental update system

**MCP Enhancements:**
- Interactive config wizard via MCP
- Real-time progress updates
- Auto-detect documentation patterns
- Enhanced error handling and logging
- Batch operations

---

### 📋 v2.0 - Intelligence Layer (PLANNED)
**Goal:** Smart defaults and auto-configuration
**Timeline:** December 2025

**Features:**
- **Auto-detection:**
  - Automatically find best selectors
  - Detect documentation framework (Docusaurus, GitBook, etc.)
  - Suggest optimal rate_limit and max_pages

- **Quality Metrics:**
  - Analyze generated SKILL.md quality
  - Suggest improvements
  - Validate code examples

- **Templates:**
  - Pre-built configs for popular frameworks
  - Community config sharing
  - One-click generation for common docs

**Example:**
```
User: "Create skill from https://tailwindcss.com/docs"
Tool: Auto-detects Tailwind, uses template, generates in 30 seconds
```

---

### 💭 v3.0 - Platform Features (IDEAS)
**Goal:** Build ecosystem around skill generation

**Possible Features:**
- Web UI for config generation
- GitHub Actions integration
- Skill marketplace
- Analytics dashboard
- API for programmatic access

---

## 🎨 Feature Ideas

### High Priority
1. **Selector Auto-Detection** - Analyze page, suggest selectors
2. **Progress Streaming** - Real-time updates during scraping
3. **Config Validation UI** - Visual feedback on config quality
4. **Batch Processing** - Handle multiple sites at once

### Medium Priority
5. **Skill Quality Score** - Rate generated skills
6. **Enhanced SKILL.md** - Better templates, more examples
7. **Documentation Framework Detection** - Auto-detect Docusaurus, VuePress, etc.
8. **Custom Categories AI** - Use AI to suggest categories

### Low Priority
9. **Web Dashboard** - Browser-based interface
10. **Skill Analytics** - Track usage, quality metrics
11. **Community Configs** - Share and discover configs
12. **Plugin System** - Extend with custom scrapers

---

## 🔬 Research Areas

### MCP Enhancements
- [ ] Investigate MCP progress/streaming APIs
- [ ] Test MCP with large documentation sites
- [ ] Explore MCP caching strategies

### AI Integration
- [ ] Use Claude to auto-generate categories
- [ ] AI-powered selector detection
- [ ] Quality analysis with LLMs

### Performance
- [ ] Parallel scraping
- [ ] Incremental updates
- [ ] Smart caching

---

## 📊 Metrics & Goals

### Current State (Oct 20, 2025) ✅
- ✅ 12 preset configs (Godot, React, Vue, Django, FastAPI, Tailwind, Kubernetes, Astro, etc.)
- ✅ 14/14 tests (100% pass rate)
- ✅ 9 MCP tools (fully functional)
- ✅ ~3,800 lines of code
- ✅ Complete documentation suite
- ✅ Production-ready v1.0.0 release
- ✅ Auto-upload functionality
- ✅ Large documentation support (40K+ pages)

### Goals for v1.1 (Website Launch)
- 🎯 Professional website live
- 🎯 Video tutorial series (5 videos)
- 🎯 20+ GitHub stars
- 🎯 Community engagement started
- 🎯 Documentation site migration

### Goals for v1.2 (Core Improvements)
- 🎯 Enhanced MCP features
- 🎯 Performance optimization
- 🎯 Better error handling
- 🎯 Incremental update system

### Goals for v2.0 (Intelligence)
- 🎯 50+ preset configs
- 🎯 Auto-detection for 80%+ of sites
- 🎯 <1 minute skill generation
- 🎯 Community contributions
- 🎯 Quality scoring system

---

## 🤝 Contributing

See [CONTRIBUTING.md](CONTRIBUTING.md) for:
- How to add new MCP tools
- Testing guidelines
- Code style
- PR process

---

## 📅 Release Schedule

| Version | Target Date | Status | Focus |
|---------|-------------|--------|-------|
| v1.0.0 | Oct 19, 2025 | ✅ **RELEASED** | Core CLI + MCP Integration |
| v1.1.0 | Nov 3, 2025 | 📋 Planned | Website Launch |
| v1.2.0 | Late Nov 2025 | 📋 Planned | Core Improvements |
| v2.0.0 | Dec 2025 | 📋 Planned | Intelligence Layer |
| v3.0.0 | Q1 2026 | 💭 Ideas | Platform Features |

---

## 🔗 Related Projects

- [Model Context Protocol](https://modelcontextprotocol.io/)
- [Claude Code](https://claude.ai/code)
- [Anthropic Claude](https://claude.ai)
- Documentation frameworks we support: Docusaurus, GitBook, VuePress, Sphinx, MkDocs

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**Last Updated:** October 20, 2025