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v0.5.0: Prompt Chaining System
DocGenAI v0.5.0: Prompt Chaining System
This major release introduces a comprehensive prompt chaining framework that enables multi-step AI generation workflows while maintaining 100% backward compatibility.
🚀 Major Features
Prompt Chaining Framework
- Multi-step AI workflows: Break complex documentation tasks into focused steps
- Three pre-built strategies:
- Simple: Single-step generation (default, backward compatible)
- Enhanced: 3-step analyze → document → enhance workflow
- Architecture: 4-step architecture analysis with diagram specifications
- Dependency resolution: Automatic step ordering and data flow management
- Error handling: Robust error handling with configurable fail-fast behavior
CLI Integration
--chain/--no-chainflags for enabling/disabling chaining--chain-strategyoption to select specific chain types- Full backward compatibility - existing commands work unchanged
- Configuration override support
Index and Summary Separation
- index.md: Always generated navigational index of all documentation files
- summary.md: Generated only with chaining enabled for comprehensive architectural overview
- Fixed sequencing issue where index was generated before individual files
🔧 Technical Improvements
Architecture
- ChainContext: Manages state and results between steps
- PromptStep: Individual chain steps with dependencies and transformations
- PromptChain: Orchestrates execution with dependency resolution
- ChainBuilder: Pre-built chain configurations for common patterns
Testing
- 33 new tests for all chaining components
- 104 total tests with 100% pass rate
- Comprehensive coverage of chain execution, error handling, and integration
Bug Fixes
- Fixed cached result handling to properly regenerate files in target output directory
- Resolved index.md sequencing issue with cached results
- Enhanced error handling and logging throughout the system
📚 Documentation
Fresh Sample Output
- Complete regeneration using enhanced chaining strategy
- Showcases improved documentation quality with multi-step generation
- Demonstrates new index.md and summary.md functionality
Comprehensive Guides
- Updated README with detailed chaining strategy explanations
- Enhanced developer documentation with implementation examples
- Performance comparisons and usage recommendations
⚡ Performance
| Strategy | Steps | Quality | Speed (macOS) | Use Case |
|---|---|---|---|---|
| Simple | 1 | Good | ~17s | Quick docs, CI/CD |
| Enhanced | 3 | Better | ~50s | Production docs |
| Architecture | 4 | Best | ~70s | Complex systems |
🔄 Backward Compatibility
- Chaining disabled by default - existing workflows unchanged
- All existing CLI commands work exactly as before
- Configuration remains optional and backward compatible
- No breaking changes to existing APIs
🛠️ Configuration
Enable chaining in config.yaml:
chaining:
enabled: true
default_strategy: "enhanced"
max_steps: 10
timeout_per_step: 300
fail_fast: true📈 What's Next
This release provides the foundation for future enhancements:
- Architecture diagram generation
- Multi-perspective documentation
- Quality enhancement workflows
- Parallel step execution
- Custom transformation functions
🔗 Differences from v0.4.0
- New: Complete prompt chaining system with 3 pre-built strategies
- New: Index/summary separation for better navigation
- New: 33 comprehensive tests for chaining functionality
- Enhanced: Fresh sample output showcasing improved quality
- Fixed: Cached result handling and index sequencing issues
- Improved: Documentation with comprehensive chaining guides
Full Changelog: v0.4.0...v0.5.0