# Future Releases Roadmap

This document outlines planned features, improvements, and the vision for upcoming releases of Skill Seekers.

## Release Philosophy

We follow semantic versioning (MAJOR.MINOR.PATCH) and maintain backward compatibility wherever possible. Each release focuses on delivering value to users while maintaining code quality and test coverage.

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## ✅ Release: v2.1.0 (Released: November 29, 2025)

**Focus:** Test Coverage & Quality Improvements

### Completed Features

#### Testing & Quality
- [x] **Fix 12 unified scraping tests** ✅ - Complete test coverage for unified multi-source scraping
  - ConfigValidator expecting dict instead of file path
  - ConflictDetector expecting dict pages, not list
  - Full integration test suite for unified workflow

### Planned Features (Future v2.2.0)

#### Testing & Quality

- [ ] **Improve test coverage to 60%+** (currently 39%)
  - Write tests for 0% coverage files:
    - `generate_router.py` (110 lines) - Router skill generator
    - `split_config.py` (165 lines) - Config splitter
    - `unified_scraper.py` (208 lines) - Unified scraping CLI
    - `package_multi.py` (37 lines) - Multi-package tool
  - Improve coverage for low-coverage files:
    - `mcp/server.py` (9% → 60%)
    - `enhance_skill.py` (11% → 60%)
    - `code_analyzer.py` (19% → 60%)

- [ ] **Fix MCP test skipping issue** - 29 MCP tests pass individually but skip in full suite
  - Resolve pytest isolation issue
  - Ensure all tests run in CI/CD

#### Features
- [ ] **Task H1.3: Create example project folder**
  - Real-world example projects using Skill Seekers
  - Step-by-step tutorials
  - Before/after comparisons

- [ ] **Task J1.1: Install MCP package for testing**
  - Better MCP integration testing
  - Automated MCP server tests in CI

- [ ] **Enhanced error handling**
  - Better error messages for common issues
  - Graceful degradation for missing dependencies
  - Recovery from partial failures

### Documentation
- [ ] Video tutorials for common workflows
- [ ] Troubleshooting guide expansion
- [ ] Performance optimization guide

---

## Release: v2.2.0 (Estimated: Q1 2026)

**Focus:** Web Presence & Community Growth

### Planned Features

#### Community & Documentation
- [ ] **Task A3.1: GitHub Pages website** (skillseekersweb.com)
  - Interactive documentation
  - Live demos and examples
  - Getting started wizard
  - Community showcase

- [ ] **Plugin system foundation**
  - Allow custom scrapers via plugins
  - Plugin discovery and installation
  - Plugin documentation generator

#### Enhancements
- [ ] **Support for additional documentation formats**
  - Sphinx documentation
  - Docusaurus sites
  - GitBook
  - Read the Docs
  - MkDocs Material

- [ ] **Improved caching strategies**
  - Intelligent cache invalidation
  - Differential scraping (only changed pages)
  - Cache compression
  - Cross-session cache sharing

#### Performance
- [ ] **Scraping performance improvements**
  - Connection pooling optimizations
  - Smart rate limiting based on server response
  - Adaptive concurrency
  - Memory usage optimization for large docs

---

## Release: v2.3.0 (Estimated: Q2 2026)

**Focus:** Developer Experience & Integrations

### Planned Features

#### Developer Tools
- [ ] **Web UI for config generation**
  - Visual config builder
  - Real-time preview
  - Template library
  - Export/import configs

- [ ] **CI/CD integration examples**
  - GitHub Actions workflows
  - GitLab CI
  - Jenkins pipelines
  - Automated skill updates on doc changes

- [ ] **Docker containerization**
  - Official Docker images
  - docker-compose examples
  - Kubernetes deployment guides

#### API & Integrations
- [ ] **GraphQL API support**
  - Scrape GraphQL documentation
  - Extract schema and queries
  - Generate interactive examples

- [ ] **REST API documentation formats**
  - OpenAPI/Swagger
  - Postman collections
  - API Blueprint

---

## Long-term Vision (v3.0+)

### Major Features Under Consideration

#### Advanced Scraping
- [ ] **Real-time documentation monitoring**
  - Watch for documentation changes
  - Automatic skill updates
  - Change notifications
  - Version diff reports

- [ ] **Multi-language documentation**
  - Automatic language detection
  - Combined multi-language skills
  - Translation quality checking

#### Collaboration
- [ ] **Collaborative skill curation**
  - Shared skill repositories
  - Community ratings and reviews
  - Collaborative editing
  - Fork and merge workflows

- [ ] **Skill marketplace**
  - Discover community-created skills
  - Share your skills
  - Quality ratings
  - Usage statistics

#### AI & Intelligence
- [ ] **Enhanced AI analysis**
  - Better conflict detection algorithms
  - Automatic documentation quality scoring
  - Suggested improvements
  - Code example validation

- [ ] **Semantic understanding**
  - Natural language queries for skill content
  - Intelligent categorization
  - Auto-generated summaries
  - Concept relationship mapping

---

## Backlog Ideas

### Features Requested by Community
- [ ] Support for video tutorial transcription
- [ ] Integration with Notion, Confluence, and other wikis
- [ ] Jupyter notebook scraping and conversion
- [ ] Live documentation preview during scraping
- [ ] Skill versioning and update management
- [ ] A/B testing for skill quality
- [ ] Analytics dashboard (scraping stats, error rates, etc.)

### Technical Improvements
- [ ] Migration to modern async framework (httpx everywhere)
- [ ] Improved type safety (full mypy strict mode)
- [ ] Better logging and debugging tools
- [ ] Performance profiling dashboard
- [ ] Memory optimization for very large docs (100K+ pages)

### Ecosystem
- [ ] VS Code extension
- [ ] IntelliJ/PyCharm plugin
- [ ] Command-line interactive mode (TUI)
- [ ] Skill diff tool (compare versions)
- [ ] Skill merge tool (combine multiple skills)

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## How to Influence the Roadmap

### Priority System

Features are prioritized based on:
1. **User impact** - How many users will benefit?
2. **Technical feasibility** - How complex is the implementation?
3. **Community interest** - How many upvotes/requests?
4. **Strategic alignment** - Does it fit our vision?

### Ways to Contribute

#### 1. Vote on Features
- ⭐ Star feature request issues
- 💬 Comment with your use case
- 🔼 Upvote discussions

#### 2. Contribute Code
See our [FLEXIBLE_ROADMAP.md](FLEXIBLE_ROADMAP.md) for:
- **134 tasks** across 22 feature groups
- Tasks categorized by difficulty and area
- Clear acceptance criteria
- Estimated effort levels

Pick any task and submit a PR! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.

#### 3. Share Feedback
- Open issues for bugs or feature requests
- Share your success stories
- Suggest improvements to existing features
- Report performance issues

#### 4. Help with Documentation
- Write tutorials
- Improve existing docs
- Translate documentation
- Create video guides

---

## Release Schedule

We aim for predictable releases:

- **Patch releases (2.0.x)**: As needed for critical bugs
- **Minor releases (2.x.0)**: Every 2-3 months
- **Major releases (x.0.0)**: Annually, with breaking changes announced 3 months in advance

### Current Schedule

| Version | Focus | ETA | Status |
|---------|-------|-----|--------|
| v2.0.0 | PyPI Publication | 2025-11-11 | ✅ Released |
| v2.1.0 | Test Coverage & Quality | 2025-11-29 | ✅ Released |
| v2.2.0 | Web Presence | Q1 2026 | 📋 Planned |
| v2.3.0 | Developer Experience | Q2 2026 | 📋 Planned |
| v3.0.0 | Major Evolution | 2026 | 💡 Conceptual |

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## Stay Updated

- 📋 **Project Board**: https://github.com/users/yusufkaraaslan/projects/2
- 📚 **Full Roadmap**: [FLEXIBLE_ROADMAP.md](FLEXIBLE_ROADMAP.md)
- 📝 **Changelog**: [CHANGELOG.md](CHANGELOG.md)
- 💬 **Discussions**: https://github.com/yusufkaraaslan/Skill_Seekers/discussions
- 🐛 **Issues**: https://github.com/yusufkaraaslan/Skill_Seekers/issues

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## Questions?

Have questions about the roadmap or want to suggest a feature?

1. Check if it's already in our [FLEXIBLE_ROADMAP.md](FLEXIBLE_ROADMAP.md)
2. Search [existing discussions](https://github.com/yusufkaraaslan/Skill_Seekers/discussions)
3. Open a new discussion or issue
4. Reach out in our community channels

**Together, we're building the future of documentation-to-AI skill conversion!** 🚀