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skill-seekers-reference/FUTURE_RELEASES.md
yusyus 88dce89adf docs: Update documentation for v2.0.0 PyPI release 
README.md:
- Add PyPI badges (version, downloads, python version)
- Update test count from 299 to 379 passing tests
- Add prominent 'Now Available on PyPI!' callout section
- Reorder installation options (pip as Option 1, uv as Option 2)
- Add links to Quick Start and Bulletproof guides
- Emphasize PyPI as the recommended installation method

CHANGELOG.md:
- Add comprehensive v2.0.0 release entry (dated 2025-11-11)
- Document PyPI publication as major milestone
- Detail modern Python packaging changes
- Include unified CLI interface documentation
- Add migration guide for users and developers
- List all breaking changes and deprecations
- Document 379 passing tests and import fixes

FUTURE_RELEASES.md (NEW):
- Create roadmap document for upcoming releases
- Plan v2.1.0 (Dec 2025): Test coverage & quality improvements
- Plan v2.2.0 (Q1 2026): Web presence & community growth
- Plan v2.3.0 (Q2 2026): Developer experience & integrations
- Long-term vision for v3.0+
- Community contribution guidelines
- Release schedule and priority system

🚀 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-11 22:27:04 +03:00

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# 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.
---
## Next Release: v2.1.0 (Estimated: December 2025)
**Focus:** Test Coverage & Quality Improvements
### Planned Features
#### Testing & Quality
- [ ] **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
- [ ] **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)
---
## 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 | Dec 2025 | 🚧 Planning |
| v2.2.0 | Web Presence | Q1 2026 | 📋 Planned |
| v2.3.0 | Developer Experience | Q2 2026 | 📋 Planned |
| v3.0.0 | Major Evolution | 2026 | 💡 Conceptual |
---
## 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
---
## 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!** 🚀
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