cwang · cwang · Aug 3, 2025 · Aug 3, 2025 · Aug 3, 2025
diff --git a/plans/outer-loop-ai-responder-20250802/00-autopilot-overview.md b/plans/outer-loop-ai-responder-20250802/00-autopilot-overview.md
@@ -81,6 +81,21 @@ Auto-pilot is an intelligent LLM-based watchdog that monitors Claude Code sessio
 - **Provides context-aware suggestions**
 - **Works seamlessly** within existing CCManager workflow
 
+## 🚀 Future Capabilities
+
+### Advanced Workflow Automation
+The auto-pilot foundation enables sophisticated workflow features:
+
+- **🔍 Context-Aware PR Creation**: Automatically generate meaningful pull requests based on session analysis and project context
+- **📊 Compliance Validation**: Enforce project-specific patterns and coding standards in real-time
+- **🎯 Session Insights**: Extract meaningful insights from coding sessions for better development analytics
+- **🤝 Multi-Session Coordination**: Coordinate intelligence across multiple concurrent sessions
+
+### Extended Intelligence
+- **🔌 Plugin System**: Framework-specific intelligence modules for specialized guidance
+- **📈 Learning & Adaptation**: Continuously improve guidance based on user feedback and patterns
+- **📊 Performance Analytics**: Deep insights into development productivity and patterns
+
 ## 🛠 Technical Approach
 
 ### Simple Integration

diff --git a/plans/outer-loop-ai-responder-20250802/01-implementation-plan.md b/plans/outer-loop-ai-responder-20250802/01-implementation-plan.md
@@ -198,6 +198,9 @@ AUTOPILOT_MAX_GUIDANCE_PER_HOUR=3  # throttling limit
 - [ ] Custom pattern configuration by users
 - [ ] Integration with Claude Code `-r` resume flag
 - [ ] Multi-session guidance coordination
+- [ ] Context-aware PR creation with session analysis
+- [ ] Automated compliance validation and reporting
+- [ ] Workflow automation based on session insights
 
 ## 🎯 Next Steps
 

diff --git a/plans/outer-loop-ai-responder-20250802/04-pr3-context-awareness.md b/plans/outer-loop-ai-responder-20250802/04-pr3-context-awareness.md
@@ -1,7 +1,7 @@
 # PR3: Context-Aware Intelligence
 
 ## 🎯 Goal
-Make auto-pilot aware of project context to provide smarter, framework-specific guidance.
+Make auto-pilot aware of project context to provide smarter, framework-specific guidance and enable future workflow automation features like context-aware PR creation.
 
 ## ✨ Features Added
 - 🔍 Project type detection (React, Node.js, TypeScript, etc.)
@@ -60,6 +60,20 @@ Make auto-pilot aware of project context to provide smarter, framework-specific
 - [ ] Graceful fallback when context detection fails
 - [ ] Context-aware guidance is more relevant than generic patterns
 
+## 🔮 Future Applications
+The context-awareness built in PR3 creates the foundation for advanced workflow automation:
+
+### Context-Aware PR Creation (Future PR9)
+- **Project Type Detection** → Generate framework-specific PR templates
+- **Git Status Integration** → Analyze changes for meaningful PR descriptions
+- **Framework Patterns** → Validate compliance against project standards
+- **Session Context** → Extract insights from Claude Code session history
+
+### Enhanced Intelligence (Future PR4-PR8)
+- **Plugin System** → Framework-specific intelligence modules
+- **Multi-Session Coordination** → Project-wide pattern recognition
+- **Learning Systems** → Adapt patterns based on project-specific feedback
+
 ## 🚀 Estimated Timeline: 2 days
 - **Day 1**: Context builder and project detection logic
 - **Day 2**: Framework patterns and session integration