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SuperClaude/docs/Development/ROADMAP.md
kazuki nakai 050d5ea2ab
refactor: PEP8 compliance - directory rename and code formatting (#425) 
* fix(orchestration): add WebFetch auto-trigger for infrastructure configuration

Problem: Infrastructure configuration changes (e.g., Traefik port settings)
were being made based on assumptions without consulting official documentation,
violating the 'Evidence > assumptions' principle in PRINCIPLES.md.

Solution:
- Added Infrastructure Configuration Validation section to MODE_Orchestration.md
- Auto-triggers WebFetch for infrastructure tools (Traefik, nginx, Docker, etc.)
- Enforces MODE_DeepResearch activation for investigation
- BLOCKS assumption-based configuration changes

Testing: Verified WebFetch successfully retrieves Traefik official docs (port 80 default)

This prevents production outages from infrastructure misconfiguration by ensuring
all technical recommendations are backed by official documentation.

* feat: Add PM Agent (Project Manager Agent) for seamless orchestration

Introduces PM Agent as the default orchestration layer that coordinates
all sub-agents and manages workflows automatically.

Key Features:
- Default orchestration: All user interactions handled by PM Agent
- Auto-delegation: Intelligent sub-agent selection based on task analysis
- Docker Gateway integration: Zero-token baseline with dynamic MCP loading
- Self-improvement loop: Automatic documentation of patterns and mistakes
- Optional override: Users can specify sub-agents explicitly if desired

Architecture:
- Agent spec: SuperClaude/Agents/pm-agent.md
- Command: SuperClaude/Commands/pm.md
- Updated docs: README.md (15→16 agents), agents.md (new Orchestration category)

User Experience:
- Default: PM Agent handles everything (seamless, no manual routing)
- Optional: Explicit --agent flag for direct sub-agent access
- Both modes available simultaneously (no user downside)

Implementation Status:
- ✅ Specification complete
- ✅ Documentation complete
- ⏳ Prototype implementation needed
- ⏳ Docker Gateway integration needed
- ⏳ Testing and validation needed

Refs: kazukinakai/docker-mcp-gateway (IRIS MCP Gateway integration)

* feat: Add Agent Orchestration rules for PM Agent default activation

Implements PM Agent as the default orchestration layer in RULES.md.

Key Changes:
- New 'Agent Orchestration' section (CRITICAL priority)
- PM Agent receives ALL user requests by default
- Manual override with @agent-[name] bypasses PM Agent
- Agent Selection Priority clearly defined:
  1. Manual override → Direct routing
  2. Default → PM Agent → Auto-delegation
  3. Delegation based on keywords, file types, complexity, context

User Experience:
- Default: PM Agent handles everything (seamless)
- Override: @agent-[name] for direct specialist access
- Transparent: PM Agent reports delegation decisions

This establishes PM Agent as the orchestration layer while
respecting existing auto-activation patterns and manual overrides.

Next Steps:
- Local testing in agiletec project
- Iteration based on actual behavior
- Documentation updates as needed

* refactor(pm-agent): redesign as self-improvement meta-layer

Problem Resolution:
PM Agent's initial design competed with existing auto-activation for task routing,
creating confusion about orchestration responsibilities and adding unnecessary complexity.

Design Change:
Redefined PM Agent as a meta-layer agent that operates AFTER specialist agents
complete tasks, focusing on:
- Post-implementation documentation and pattern recording
- Immediate mistake analysis with prevention checklists
- Monthly documentation maintenance and noise reduction
- Pattern extraction and knowledge synthesis

Two-Layer Orchestration System:
1. Task Execution Layer: Existing auto-activation handles task routing (unchanged)
2. Self-Improvement Layer: PM Agent meta-layer handles documentation (new)

Files Modified:
- SuperClaude/Agents/pm-agent.md: Complete rewrite with meta-layer design
  - Category: orchestration → meta
  - Triggers: All user interactions → Post-implementation, mistakes, monthly
  - Behavioral Mindset: Continuous learning system
  - Self-Improvement Workflow: BEFORE/DURING/AFTER/MISTAKE RECOVERY/MAINTENANCE

- SuperClaude/Core/RULES.md: Agent Orchestration section updated
  - Split into Task Execution Layer + Self-Improvement Layer
  - Added orchestration flow diagram
  - Clarified PM Agent activates AFTER task completion

- README.md: Updated PM Agent description
  - "orchestrates all interactions" → "ensures continuous learning"

- Docs/User-Guide/agents.md: PM Agent section rewritten
  - Section: Orchestration Agent → Meta-Layer Agent
  - Expertise: Project orchestration → Self-improvement workflow executor
  - Examples: Task coordination → Post-implementation documentation

- PR_DOCUMENTATION.md: Comprehensive PR documentation added
  - Summary, motivation, changes, testing, breaking changes
  - Two-layer orchestration system diagram
  - Verification checklist

Integration Validated:
Tested with agiletec project's self-improvement-workflow.md:
✅ PM Agent aligns with existing BEFORE/DURING/AFTER/MISTAKE RECOVERY phases
✅ Complements (not competes with) existing workflow
✅ agiletec workflow defines WHAT, PM Agent defines WHO executes it

Breaking Changes: None
- Existing auto-activation continues unchanged
- Specialist agents unaffected
- User workflows remain the same
- New capability: Automatic documentation and knowledge maintenance

Value Proposition:
Transforms SuperClaude into a continuously learning system that accumulates
knowledge, prevents recurring mistakes, and maintains fresh documentation
without manual intervention.

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

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

* docs: add Claude Code conversation history management research

Research covering .jsonl file structure, performance impact, and retention policies.

Content:
- Claude Code .jsonl file format and message types
- Performance issues from GitHub (memory leaks, conversation compaction)
- Retention policies (consumer vs enterprise)
- Rotation recommendations based on actual data
- File history snapshot tracking mechanics

Source: Moved from agiletec project (research applicable to all Claude Code projects)

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

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

* feat: add Development documentation structure

Phase 1: Documentation Structure complete

- Add Docs/Development/ directory for development documentation
- Add ARCHITECTURE.md - System architecture with PM Agent meta-layer
- Add ROADMAP.md - 5-phase development plan with checkboxes
- Add TASKS.md - Daily task tracking with progress indicators
- Add PROJECT_STATUS.md - Current status dashboard and metrics
- Add pm-agent-integration.md - Implementation guide for PM Agent mode

This establishes comprehensive documentation foundation for:
- System architecture understanding
- Development planning and tracking
- Implementation guidance
- Progress visibility

Related: #pm-agent-mode #documentation #phase-1

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

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

* feat: PM Agent session lifecycle and PDCA implementation

Phase 2: PM Agent Mode Integration (Design Phase)

Commands/pm.md updates:
- Add "Always-Active Foundation Layer" concept
- Add Session Lifecycle (Session Start/During Work/Session End)
- Add PDCA Cycle (Plan/Do/Check/Act) automation
- Add Serena MCP Memory Integration (list/read/write_memory)
- Document auto-activation triggers

Agents/pm-agent.md updates:
- Add Session Start Protocol (MANDATORY auto-activation)
- Add During Work PDCA Cycle with example workflows
- Add Session End Protocol with state preservation
- Add PDCA Self-Evaluation Pattern
- Add Documentation Strategy (temp → patterns/mistakes)
- Add Memory Operations Reference

Key Features:
- Session start auto-activation for context restoration
- 30-minute checkpoint saves during work
- Self-evaluation with think_about_* operations
- Systematic documentation lifecycle
- Knowledge evolution to CLAUDE.md

Implementation Status:
- ✅ Design complete (Commands/pm.md, Agents/pm-agent.md)
- ⏳ Implementation pending (Core components)
- ⏳ Serena MCP integration pending

Salvaged from mistaken development in ~/.claude directory

Related: #pm-agent-mode #session-lifecycle #pdca-cycle #phase-2

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

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

* fix: disable Serena MCP auto-browser launch

Disable web dashboard and GUI log window auto-launch in Serena MCP server
to prevent intrusive browser popups on startup. Users can still manually
access the dashboard at http://localhost:24282/dashboard/ if needed.

Changes:
- Add CLI flags to Serena run command:
  - --enable-web-dashboard false
  - --enable-gui-log-window false
- Ensures Git-tracked configuration (no reliance on ~/.serena/serena_config.yml)
- Aligns with AIRIS MCP Gateway integration approach

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

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

* refactor: rename directories to lowercase for PEP8 compliance

- Rename superclaude/Agents -> superclaude/agents
- Rename superclaude/Commands -> superclaude/commands
- Rename superclaude/Core -> superclaude/core
- Rename superclaude/Examples -> superclaude/examples
- Rename superclaude/MCP -> superclaude/mcp
- Rename superclaude/Modes -> superclaude/modes

This change follows Python PEP8 naming conventions for package directories.

* style: fix PEP8 violations and update package name to lowercase

Changes:
- Format all Python files with black (43 files reformatted)
- Update package name from 'SuperClaude' to 'superclaude' in pyproject.toml
- Fix import statements to use lowercase package name
- Add missing imports (timedelta, __version__)
- Remove old SuperClaude.egg-info directory

PEP8 violations reduced from 2672 to 701 (mostly E501 line length due to black's 88 char vs flake8's 79 char limit).

* docs: add PM Agent development documentation

Add comprehensive PM Agent development documentation:
- PM Agent ideal workflow (7-phase autonomous cycle)
- Project structure understanding (Git vs installed environment)
- Installation flow understanding (CommandsComponent behavior)
- Task management system (current-tasks.md)

Purpose: Eliminate repeated explanations and enable autonomous PDCA cycles

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

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

* feat(pm-agent): add self-correcting execution and warning investigation culture

## Changes

### superclaude/commands/pm.md
- Add "Self-Correcting Execution" section with root cause analysis protocol
- Add "Warning/Error Investigation Culture" section enforcing zero-tolerance for dismissal
- Define error detection protocol: STOP → Investigate → Hypothesis → Different Solution → Execute
- Document anti-patterns (retry without understanding) and correct patterns (research-first)

### docs/Development/hypothesis-pm-autonomous-enhancement-2025-10-14.md
- Add PDCA workflow hypothesis document for PM Agent autonomous enhancement

## Rationale

PM Agent must never retry failed operations without understanding root causes.
All warnings and errors require investigation via context7/WebFetch/documentation
to ensure production-quality code and prevent technical debt accumulation.

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

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

* feat(installer): add airis-mcp-gateway MCP server option

## Changes

- Add airis-mcp-gateway to MCP server options in installer
- Configuration: GitHub-based installation via uvx
- Repository: https://github.com/oraios/airis-mcp-gateway
- Purpose: Dynamic MCP Gateway for zero-token baseline and on-demand tool loading

## Implementation

Added to setup/components/mcp.py self.mcp_servers dictionary with:
- install_method: github
- install_command: uvx test installation
- run_command: uvx runtime execution
- required: False (optional server)

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

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

---------

Co-authored-by: kazuki <kazuki@kazukinoMacBook-Air.local>
Co-authored-by: Claude <noreply@anthropic.com>
2025-10-14 08:47:09 +05:30

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# 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.
---
## 📊 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 |
---
## 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
---
## 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)
---
## 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)
---
## 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
---
## 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
---
## 🚀 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
---
## 📊 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 |
---
## 🔄 Update Schedule
- **Weekly**: Task progress updates
- **Bi-weekly**: Phase milestone reviews
- **Monthly**: Roadmap revision and priority adjustment
- **Quarterly**: Long-term vision alignment
---
**Last Verified**: 2025-10-14
**Next Review**: 2025-10-21 (1 week)
**Version**: 4.1.5
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