refactor: implement guidance orchestration system for autopilot #6
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…ovements Introduces a structured, multi-layered guidance system and fixes autopilot timing to only trigger after Claude responses, not during user input prompts. - **GuidanceSource Interface**: Common contract for all guidance providers - **GuidanceOrchestrator**: Manages multiple sources, priority ordering, and composition - **BaseLLMGuidanceSource**: Wraps existing LLMClient functionality - **AnalysisContext & GuidanceResult**: Structured data flow between components - Replaced direct LLMClient usage with GuidanceOrchestrator - Fixed timing to only trigger on `busy → idle` (not `busy → waiting_input`) - Maintains full backward compatibility with existing AutopilotDecision interface - Added guidance debug info and source attribution - Fixed all linting errors and improved formatting - Replaced `any` types with `unknown` for better type safety - Comprehensive test coverage (23 new tests, 318 total passing) - Clean TypeScript compilation - Restructured PR sequence: Guide Prompt (PR2), Patterns (PR3), Context (PR4) - Updated timelines and implementation roadmap - **Extensible**: Easy to add new guidance sources (patterns, context-aware, etc.) - **Composable**: Multiple intelligence layers with priority-based selection - **Testable**: Clean separation of concerns for isolated testing - **Transparent**: Source attribution and analysis metadata - **Performance**: Short-circuit capability for fast pattern detection - **Better UX**: Autopilot only provides guidance when Claude is truly idle This refactor establishes the foundation for PR2 guide prompt feature and future multi-layered intelligence in the autopilot system. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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Introduces a structured, multi-layered guidance system that replaces direct LLMClient usage with a flexible orchestration architecture. This prepares the foundation for PR2 guide prompts and future intelligent guidance layers.
Key Changes
New Orchestration Architecture
AutopilotMonitor Migration
Benefits
Test Coverage
This refactor enables the planned PR2 guide prompt feature and establishes the foundation for multi-layered intelligence in the autopilot system.
🤖 Generated with Claude Code