# SuperClaude Development Roadmap

**Last Updated**: 2025-10-14
**Version**: 4.1.5

## 🎯 Vision

Transform SuperClaude into a self-improving development platform with PM Agent mode as the always-active meta-layer, enabling continuous context preservation, systematic knowledge management, and intelligent orchestration of all development activities.

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## 📊 Phase Overview

| Phase | Status | Timeline | Focus |
|-------|--------|----------|-------|
| **Phase 1** | ✅ Completed | Week 1 | Documentation Structure |
| **Phase 2** | 🔄 In Progress | Week 2-3 | PM Agent Mode Integration |
| **Phase 3** | ⏳ Planned | Week 4-5 | Serena MCP Integration |
| **Phase 4** | ⏳ Planned | Week 6-7 | Documentation Strategy |
| **Phase 5** | 🔬 Research | Week 8+ | Auto-Activation System |

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## Phase 1: Documentation Structure ✅

**Goal**: Create comprehensive documentation foundation for development

**Timeline**: Week 1 (2025-10-14 ~ 2025-10-20)

**Status**: ✅ Completed

### Tasks

- [x] Create `docs/Development/` directory structure
- [x] Write `ARCHITECTURE.md` - System overview with PM Agent position
- [x] Write `ROADMAP.md` - Phase-based development plan with checkboxes
- [ ] Write `TASKS.md` - Current task tracking system
- [ ] Write `PROJECT_STATUS.md` - Implementation status dashboard
- [ ] Write `pm-agent-integration.md` - Integration guide and procedures

### Deliverables

- [x] **docs/Development/ARCHITECTURE.md** - Complete system architecture
- [x] **docs/Development/ROADMAP.md** - This file (development roadmap)
- [ ] **docs/Development/TASKS.md** - Task management with checkboxes
- [ ] **docs/Development/PROJECT_STATUS.md** - Current status and metrics
- [ ] **docs/Development/pm-agent-integration.md** - Integration procedures

### Success Criteria

- [x] Documentation structure established
- [x] Architecture clearly documented
- [ ] Roadmap with phase breakdown complete
- [ ] Task tracking system functional
- [ ] Status dashboard provides visibility

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## Phase 2: PM Agent Mode Integration 🔄

**Goal**: Integrate PM Agent mode as always-active meta-layer

**Timeline**: Week 2-3 (2025-10-21 ~ 2025-11-03)

**Status**: 🔄 In Progress (30% complete)

### Tasks

#### Documentation Updates
- [x] Update `superclaude/Commands/pm.md` with Session Lifecycle
- [x] Update `superclaude/Agents/pm-agent.md` with PDCA Cycle
- [x] Create `docs/pm-agent-implementation-status.md`
- [ ] Update `docs/User-Guide/agents.md` - Add PM Agent section
- [ ] Update `docs/User-Guide/commands.md` - Add /sc:pm command

#### Core Implementation
- [ ] Implement `superclaude/Core/session_lifecycle.py`
  - [ ] Session start hooks
  - [ ] Context restoration logic
  - [ ] User report generation
  - [ ] Error handling and fallback
- [ ] Implement `superclaude/Core/pdca_engine.py`
  - [ ] Plan phase automation
  - [ ] Do phase tracking
  - [ ] Check phase self-evaluation
  - [ ] Act phase documentation
- [ ] Implement `superclaude/Core/memory_ops.py`
  - [ ] Serena MCP wrapper
  - [ ] Memory operation abstractions
  - [ ] Checkpoint management
  - [ ] Session state handling

#### Testing
- [ ] Unit tests for session_lifecycle.py
- [ ] Unit tests for pdca_engine.py
- [ ] Unit tests for memory_ops.py
- [ ] Integration tests for PM Agent flow
- [ ] Test auto-activation at session start

### Deliverables

- [x] **Updated pm.md and pm-agent.md** - Design documentation
- [x] **pm-agent-implementation-status.md** - Status tracking
- [ ] **superclaude/Core/session_lifecycle.py** - Session management
- [ ] **superclaude/Core/pdca_engine.py** - PDCA automation
- [ ] **superclaude/Core/memory_ops.py** - Memory operations
- [ ] **tests/test_pm_agent.py** - Comprehensive test suite

### Success Criteria

- [ ] PM Agent mode loads at session start
- [ ] Session Lifecycle functional
- [ ] PDCA Cycle automated
- [ ] Memory operations working
- [ ] All tests passing (>90% coverage)

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## Phase 3: Serena MCP Integration ⏳

**Goal**: Full Serena MCP integration for session persistence

**Timeline**: Week 4-5 (2025-11-04 ~ 2025-11-17)

**Status**: ⏳ Planned

### Tasks

#### MCP Configuration
- [ ] Install and configure Serena MCP server
- [ ] Update `~/.claude/.claude.json` with Serena config
- [ ] Test basic Serena operations
- [ ] Troubleshoot connection issues

#### Memory Operations Implementation
- [ ] Implement `list_memories()` integration
- [ ] Implement `read_memory(key)` integration
- [ ] Implement `write_memory(key, value)` integration
- [ ] Implement `delete_memory(key)` integration
- [ ] Test memory persistence across sessions

#### Think Operations Implementation
- [ ] Implement `think_about_task_adherence()` hook
- [ ] Implement `think_about_collected_information()` hook
- [ ] Implement `think_about_whether_you_are_done()` hook
- [ ] Integrate with TodoWrite completion tracking
- [ ] Test self-evaluation triggers

#### Cross-Session Testing
- [ ] Test context restoration after restart
- [ ] Test checkpoint save/restore
- [ ] Test memory persistence durability
- [ ] Test multi-project memory isolation
- [ ] Performance testing (memory operations latency)

### Deliverables

- [ ] **Serena MCP Server** - Configured and operational
- [ ] **superclaude/Core/serena_client.py** - Serena MCP client wrapper
- [ ] **superclaude/Core/think_operations.py** - Think hooks implementation
- [ ] **docs/troubleshooting/serena-setup.md** - Setup guide
- [ ] **tests/test_serena_integration.py** - Integration test suite

### Success Criteria

- [ ] Serena MCP server operational
- [ ] All memory operations functional
- [ ] Think operations trigger correctly
- [ ] Cross-session persistence verified
- [ ] Performance acceptable (<100ms per operation)

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## Phase 4: Documentation Strategy ⏳

**Goal**: Implement systematic documentation lifecycle

**Timeline**: Week 6-7 (2025-11-18 ~ 2025-12-01)

**Status**: ⏳ Planned

### Tasks

#### Directory Structure
- [ ] Create `docs/temp/` template structure
- [ ] Create `docs/patterns/` template structure
- [ ] Create `docs/mistakes/` template structure
- [ ] Add README.md to each directory explaining purpose
- [ ] Create .gitignore for temporary files

#### File Templates
- [ ] Create `hypothesis-template.md` for Plan phase
- [ ] Create `experiment-template.md` for Do phase
- [ ] Create `lessons-template.md` for Check phase
- [ ] Create `pattern-template.md` for successful patterns
- [ ] Create `mistake-template.md` for error records

#### Lifecycle Automation
- [ ] Implement 7-day temporary file cleanup
- [ ] Create docs/temp → docs/patterns migration script
- [ ] Create docs/temp → docs/mistakes migration script
- [ ] Automate "Last Verified" date updates
- [ ] Implement duplicate pattern detection

#### Knowledge Management
- [ ] Implement pattern extraction logic
- [ ] Implement CLAUDE.md auto-update mechanism
- [ ] Create knowledge graph visualization
- [ ] Implement pattern search functionality
- [ ] Create mistake prevention checklist generator

### Deliverables

- [ ] **docs/temp/**, **docs/patterns/**, **docs/mistakes/** - Directory templates
- [ ] **superclaude/Core/doc_lifecycle.py** - Lifecycle automation
- [ ] **superclaude/Core/knowledge_manager.py** - Knowledge extraction
- [ ] **scripts/migrate_docs.py** - Migration utilities
- [ ] **tests/test_doc_lifecycle.py** - Lifecycle test suite

### Success Criteria

- [ ] Directory templates functional
- [ ] Lifecycle automation working
- [ ] Migration scripts reliable
- [ ] Knowledge extraction accurate
- [ ] CLAUDE.md auto-updates verified

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## Phase 5: Auto-Activation System 🔬

**Goal**: PM Agent activates automatically at every session start

**Timeline**: Week 8+ (2025-12-02 onwards)

**Status**: 🔬 Research Needed

### Research Phase

- [ ] Research Claude Code initialization hooks
- [ ] Investigate session start event handling
- [ ] Study existing auto-activation patterns
- [ ] Analyze Claude Code plugin system (if available)
- [ ] Review Anthropic documentation on extensibility

### Tasks

#### Hook Implementation
- [ ] Identify session start hook mechanism
- [ ] Implement PM Agent auto-activation hook
- [ ] Test activation timing and reliability
- [ ] Handle edge cases (crash recovery, etc.)
- [ ] Performance optimization (minimize startup delay)

#### Context Restoration
- [ ] Implement automatic context loading
- [ ] Test memory restoration at startup
- [ ] Verify user report generation
- [ ] Handle missing or corrupted memory
- [ ] Graceful fallback for new sessions

#### Integration Testing
- [ ] Test across multiple sessions
- [ ] Test with different project contexts
- [ ] Test memory persistence durability
- [ ] Test error recovery mechanisms
- [ ] Performance testing (startup time impact)

### Deliverables

- [ ] **superclaude/Core/auto_activation.py** - Auto-activation system
- [ ] **docs/Developer-Guide/auto-activation.md** - Implementation guide
- [ ] **tests/test_auto_activation.py** - Auto-activation tests
- [ ] **Performance Report** - Startup time impact analysis

### Success Criteria

- [ ] PM Agent activates at every session start
- [ ] Context restoration reliable (>99%)
- [ ] User report generated consistently
- [ ] Startup delay minimal (<500ms)
- [ ] Error recovery robust

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## 🚀 Future Enhancements (Post-Phase 5)

### Multi-Project Orchestration
- [ ] Cross-project knowledge sharing
- [ ] Unified pattern library
- [ ] Multi-project context switching
- [ ] Project-specific memory namespaces

### AI-Driven Pattern Recognition
- [ ] Machine learning for pattern extraction
- [ ] Automatic best practice identification
- [ ] Predictive mistake prevention
- [ ] Smart knowledge graph generation

### Enhanced Self-Evaluation
- [ ] Advanced think operations
- [ ] Quality scoring automation
- [ ] Performance regression detection
- [ ] Code quality trend analysis

### Community Features
- [ ] Pattern sharing marketplace
- [ ] Community knowledge contributions
- [ ] Collaborative PDCA cycles
- [ ] Public pattern library

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## 📊 Metrics & KPIs

### Phase Completion Metrics

| Metric | Target | Current | Status |
|--------|--------|---------|--------|
| Documentation Coverage | 100% | 40% | 🔄 In Progress |
| PM Agent Integration | 100% | 30% | 🔄 In Progress |
| Serena MCP Integration | 100% | 0% | ⏳ Pending |
| Documentation Strategy | 100% | 0% | ⏳ Pending |
| Auto-Activation | 100% | 0% | 🔬 Research |

### Quality Metrics

| Metric | Target | Current | Status |
|--------|--------|---------|--------|
| Test Coverage | >90% | 0% | ⏳ Pending |
| Context Restoration Rate | 100% | N/A | ⏳ Pending |
| Session Continuity | >95% | N/A | ⏳ Pending |
| Documentation Freshness | <7 days | N/A | ⏳ Pending |
| Mistake Prevention | <10% recurring | N/A | ⏳ Pending |

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## 🔄 Update Schedule

- **Weekly**: Task progress updates
- **Bi-weekly**: Phase milestone reviews
- **Monthly**: Roadmap revision and priority adjustment
- **Quarterly**: Long-term vision alignment

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**Last Verified**: 2025-10-14
**Next Review**: 2025-10-21 (1 week)
**Version**: 4.1.5
