docs: Complete Framework-Hooks documentation overhaul

Major documentation update focused on technical accuracy and developer clarity:

Documentation Changes:
- Rewrote README.md with focus on hooks system architecture
- Updated all core docs (Overview, Integration, Performance) to match implementation
- Created 6 missing configuration docs for undocumented YAML files
- Updated all 7 hook docs to reflect actual Python implementations
- Created docs for 2 missing shared modules (intelligence_engine, validate_system)
- Updated all 5 pattern docs with real YAML examples
- Added 4 essential operational docs (INSTALLATION, TROUBLESHOOTING, CONFIGURATION, QUICK_REFERENCE)

Key Improvements:
- Removed all marketing language in favor of humble technical documentation
- Fixed critical configuration discrepancies (logging defaults, performance targets)
- Used actual code examples and configuration from implementation
- Complete coverage: 15 configs, 10 modules, 7 hooks, 3 pattern tiers
- Based all documentation on actual file review and code analysis

Technical Accuracy:
- Corrected performance targets to match performance.yaml
- Fixed timeout values from settings.json (10-15 seconds)
- Updated module count and descriptions to match actual shared/ directory
- Aligned all examples with actual YAML and Python implementations

The documentation now provides accurate, practical information for developers
working with the Framework-Hooks system, focusing on what it actually does
rather than aspirational features.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

Framework-Hooks/DOCUMENTATION_UPDATE_SUMMARY.md

@@ -0,0 +1,99 @@
+# Hook Documentation Update Summary
+
+## Overview
+
+Updated hook documentation files to accurately reflect the actual Python implementations, removing marketing language and aspirational features in favor of technical accuracy.
+
+## Key Changes Made
+
+### Common Updates Across All Hooks
+
+1. **Replaced aspirational descriptions** with accurate technical implementation details
+2. **Added actual execution context** including timeout values from `settings.json`
+3. **Updated execution flows** to match stdin/stdout JSON processing pattern
+4. **Documented actual shared module dependencies** and their usage
+5. **Simplified language** to focus on what the code actually does
+6. **Added implementation line counts** for context
+7. **Corrected performance targets** to match configuration values
+
+### Specific Hook Updates
+
+#### session_start.md
+- **Lines**: 704-line Python implementation
+- **Timeout**: 10 seconds (from settings.json)
+- **Key Features**: Lazy loading architecture, project structure analysis, user intent analysis, MCP server configuration
+- **Shared Modules**: framework_logic, pattern_detection, mcp_intelligence, compression_engine, learning_engine, yaml_loader, logger
+- **Performance**: <50ms target
+
+#### pre_tool_use.md  
+- **Lines**: 648-line Python implementation
+- **Timeout**: 15 seconds (from settings.json)
+- **Key Features**: Operation characteristics analysis, tool chain context analysis, MCP server routing, performance optimization
+- **Performance**: <200ms target
+
+#### post_tool_use.md
+- **Lines**: 794-line Python implementation  
+- **Timeout**: 10 seconds (from settings.json)
+- **Key Features**: Validation against RULES.md and PRINCIPLES.md, effectiveness measurement, error pattern detection, learning integration
+- **Performance**: <100ms target
+
+#### pre_compact.md
+- **Timeout**: 15 seconds (from settings.json)
+- **Key Features**: MODE_Token_Efficiency implementation, selective compression, symbol systems
+- **Performance**: <150ms target
+
+#### notification.md
+- **Timeout**: 10 seconds (from settings.json)
+- **Key Features**: Just-in-time capability loading, notification type handling
+- **Processing**: High/medium/low priority notification handling
+
+#### stop.md
+- **Timeout**: 15 seconds (from settings.json)  
+- **Key Features**: Session analytics, learning consolidation, data persistence
+- **Performance**: <200ms target
+
+#### subagent_stop.md
+- **Timeout**: 15 seconds (from settings.json)
+- **Key Features**: Delegation effectiveness measurement, multi-agent coordination analytics
+- **Performance**: <150ms target
+
+## Technical Accuracy Improvements
+
+1. **Execution Pattern**: All hooks follow stdin JSON → process → stdout JSON pattern
+2. **Error Handling**: All hooks implement graceful fallback with basic functionality preservation
+3. **Shared Modules**: Documented actual module imports and specific method usage
+4. **Configuration**: Referenced actual configuration files and fallback strategies
+5. **Performance**: Corrected timeout values and performance targets based on actual settings
+
+## Language Changes
+
+- **Before**: "comprehensive intelligence layer", "transformative capabilities", "revolutionary approach"
+- **After**: "analyzes project context", "implements pattern detection", "provides MCP server coordination"
+
+- **Before**: Complex architectural descriptions without implementation details
+- **After**: Actual method names, class structures, and execution flows
+
+- **Before**: Aspirational features not yet implemented  
+- **After**: Features that actually exist in the Python code
+
+## Documentation Quality
+
+- Focused on practical implementation details developers need
+- Removed marketing language in favor of technical precision
+- Added concrete examples from actual code
+- Clarified what each hook actually does vs. what it might do
+- Made timeouts and performance targets realistic and accurate
+
+## Files Updated
+
+- `/docs/Hooks/session_start.md` - Major revision focusing on actual implementation
+- `/docs/Hooks/pre_tool_use.md` - Streamlined to match 648-line implementation  
+- `/docs/Hooks/post_tool_use.md` - Focused on validation and learning implementation
+- `/docs/Hooks/pre_compact.md` - Simplified compression implementation description
+- `/docs/Hooks/notification.md` - Concise notification handling description
+- `/docs/Hooks/stop.md` - Session analytics and persistence focus
+- `/docs/Hooks/subagent_stop.md` - Delegation analytics focus
+
+## Result
+
+Documentation now accurately represents what the Python implementations actually do, with humble technical language focused on practical functionality rather than aspirational capabilities.